From 97fc37aec1be392cb26a8a8cd4aae70bbb6338b8 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 12 Dec 2018 23:59:32 -0800
Subject: [PATCH 01/77] Added checks for the bitline voltage at sense amp
 enable 50%.

---
 compiler/characterizer/bitline_delay.py | 47 ++++++++++++++++++++++---
 compiler/modules/control_logic.py       |  2 +-
 technology/freepdk45/tech/tech.py       |  4 +--
 technology/scn4m_subm/tech/tech.py      |  1 +
 4 files changed, 47 insertions(+), 7 deletions(-)

diff --git a/compiler/characterizer/bitline_delay.py b/compiler/characterizer/bitline_delay.py
index e5a50c16..e4f992fc 100644
--- a/compiler/characterizer/bitline_delay.py
+++ b/compiler/characterizer/bitline_delay.py
@@ -89,6 +89,7 @@ class bitline_delay(delay):
         self.add_read("R data 0 address {} to check W0 worked".format(self.probe_address),
                       self.probe_address,data_zeros,read_port)
         self.measure_cycles[read_port]["read0"] = len(self.cycle_times)-1
+        
     def get_data_bit_column_number(self, probe_address, probe_data):
         """Calculates bitline column number of data bit under test using bit position and mux size"""
         if self.sram.col_addr_size>0:
@@ -128,6 +129,44 @@ class bitline_delay(delay):
         # The delay is from the negative edge for our SRAM
         return (True,result)
     
+    def check_bitline_all_results(self, results):
+        """Checks the bitline values measured for each tested port"""
+        for port in self.targ_read_ports:
+            self.check_bitline_port_results(results[port])
+  
+    def check_bitline_port_results(self, port_results)
+        """Performs three different checks for the bitline values: functionality, bitline swing from vdd, and differential bit swing"""
+        bl_volt, br_volt = port_results["bl_volt"], port_results["br_volt"]
+        self.check_functionality(bl_volt,br_volt)
+        self.check_swing_from_vdd(bl_volt,br_volt)
+        self.check_differential_swing(bl_volt,br_volt)
+        
+    def check_functionality(self, bl_volt, br_volt):
+        """Checks whether the read failed or not. Measured values are hardcoded with the intention of reading a 0."""
+        if bl_volt > br_volt:
+            debug.error("Read failure. Value 1 was read instead of 0.",1)
+            
+    def check_swing_from_vdd(self, bl_volt, br_volt):
+        """Checks difference on discharging bitline from VDD to see if it is within margin of the RBL height parameter."""
+        if bl_volt < br_volt:
+            discharge_volt = bl_volt
+        else:
+            discharge_volt = br_volt
+        desired_bl_volt = tech.parameter["rbl_height_percentage"]*self.vdd_voltage
+        debug.info(1, "Active bitline={:.3f}v, Desired bitline={:.3f}v".format(discharge_volt,desired_bl_volt))
+        vdd_error_margin = .2 #20% of vdd margin for bitline, a little high for now.
+        if abs(discharge_volt - desired_bl_volt) > vdd_error_margin*self.vdd_voltage:
+            debug.warning("Bitline voltage is not within {}% Vdd margin. Delay chain/RBL could need resizing.".format(vdd_error_margin))
+    
+    def check_differential_swing(self, bl_volt, br_volt):
+        """This check looks at the difference between the bitline voltages. This needs to be large enough to prevent
+           sensing errors."""
+        bitline_swing = abs(bl_volt-br_volt)
+        debug.info(1,"Bitline swing={:.3f}v".format(bitline_swing))
+        vdd_error_margin = .2 #20% of vdd margin for bitline, a little high for now.
+        if bitline_swing < vdd_error_margin*self.vdd_voltage:
+            debug.warning("Bitline swing less than {}% Vdd margin. Sensing errors more likely to occur.".format(vdd_error_margin))
+    
     def analyze(self, probe_address, probe_data, slews, loads):
         """Measures the bitline swing of the differential bitlines (bl/br) at 50% s_en """
         self.set_probe(probe_address, probe_data)
@@ -141,10 +180,10 @@ class bitline_delay(delay):
         debug.info(1,"Bitline swing test: corner {}".format(self.corner))
         (success, results)=self.run_delay_simulation()
         debug.check(success, "Bitline Failed: period {}".format(self.period))
-        for mname in self.bitline_meas_names:
-            bitline_swings[mname] = results[read_port][mname]
-        debug.info(1,"Bitline values (bl/br): {}".format(bitline_swings))
-        return bitline_swings
+        debug.info(1,"Bitline values (bl/br): {}".format(results[read_port]))
+        self.check_bitline_all_results(results)
+        
+        return results
 
         
     
diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index c30d91a0..3f5ac905 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -111,7 +111,7 @@ class control_logic(design.design):
             replica_bitline = getattr(c, OPTS.replica_bitline)
             
             delay_stages_heuristic, delay_fanout_heuristic = self.get_heuristic_delay_chain_size()
-            bitcell_loads = int(math.ceil(self.num_rows / 2.0))
+            bitcell_loads = int(math.ceil(self.num_rows * parameter["rbl_height_percentage"]))
             self.replica_bitline = replica_bitline([delay_fanout_heuristic]*delay_stages_heuristic, bitcell_loads, name="replica_bitline_"+self.port_type)
             
             if self.sram != None:
diff --git a/technology/freepdk45/tech/tech.py b/technology/freepdk45/tech/tech.py
index 14ce1953..83d9b280 100644
--- a/technology/freepdk45/tech/tech.py
+++ b/technology/freepdk45/tech/tech.py
@@ -328,13 +328,13 @@ spice["nand2_transition_prob"] = .1875    # Transition probability of 2-input na
 spice["nand3_transition_prob"] = .1094    # Transition probability of 3-input nand.
 spice["nor2_transition_prob"] = .1875     # Transition probability of 2-input nor.
 
-#Logical Effort relative values for the Handmade cells
+#Parameters related to sense amp enable timing and delay chain/RBL sizing
 parameter["dff_clk_cin"] = 30.6             #relative capacitance
 parameter["6tcell_wl_cin"] = 3              #relative capacitance
 parameter["min_inv_para_delay"] = .5        #Tau delay units
 parameter["sa_en_pmos_size"] = .72          #micro-meters
 parameter["sa_en_nmos_size"] = .27          #micro-meters
-
+parameter["rbl_height_percentage"] = .5     #Height of RBL compared to bitcell array 
 ###################################################
 ##END Spice Simulation Parameters
 ###################################################
diff --git a/technology/scn4m_subm/tech/tech.py b/technology/scn4m_subm/tech/tech.py
index 3b7e2142..0b4789ae 100755
--- a/technology/scn4m_subm/tech/tech.py
+++ b/technology/scn4m_subm/tech/tech.py
@@ -300,6 +300,7 @@ parameter["6tcell_wl_cin"] = 2
 parameter["min_inv_para_delay"] = .5
 parameter["sa_en_pmos_size"] = 24*_lambda_
 parameter["sa_en_nmos_size"] = 9*_lambda_
+parameter["rbl_height_percentage"] = .5     #Height of RBL compared to bitcell array 
 
 ###################################################
 ##END Spice Simulation Parameters

From e4065929c296bb51ed85867c41f61667ee77823b Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 13 Dec 2018 22:21:30 -0800
Subject: [PATCH 02/77] Added bitline threshold delay checks to delay tests.

---
 compiler/characterizer/bitline_delay.py | 112 +++++++++++++++++-------
 compiler/tests/21_hspice_delay_test.py  |  14 ++-
 2 files changed, 92 insertions(+), 34 deletions(-)

diff --git a/compiler/characterizer/bitline_delay.py b/compiler/characterizer/bitline_delay.py
index e4f992fc..6368675c 100644
--- a/compiler/characterizer/bitline_delay.py
+++ b/compiler/characterizer/bitline_delay.py
@@ -22,11 +22,24 @@ class bitline_delay(delay):
         self.period = tech.spice["feasible_period"]
         self.is_bitline_measure = True
     
+    def create_signal_names(self):
+        delay.create_signal_names(self)
+        self.bl_signal_names = ["Xsram.Xbank0.bl", "Xsram.Xbank0.br"]
+        self.sen_name = "Xsram.s_en"
+        
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
         #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
-        self.bitline_meas_names = ["bl_volt", "br_volt"]
+        self.bl_volt_meas_names = ["volt_bl", "volt_br"]
+        self.bl_delay_meas_names = ["delay_bl", "delay_br"] #only used in SPICE simulation
+        self.bl_delay_result_name = "delay_bl_vth" #Used in the return value
     
+    def set_probe(self,probe_address, probe_data):
+        """ Probe address and data can be set separately to utilize other
+        functions in this characterizer besides analyze."""
+        delay.set_probe(self,probe_address, probe_data)
+        self.bitline_column = self.get_data_bit_column_number(probe_address, probe_data)
+        
     def write_delay_measures(self):
         """
         Write the measure statements to quantify the bitline voltage at sense amp enable 50%.
@@ -38,26 +51,52 @@ class bitline_delay(delay):
             self.sf.write("* {}\n".format(comment))
             
         for read_port in self.targ_read_ports:
-           self.write_bitline_measures_read_port(read_port)       
+           self.write_bitline_voltage_measures(read_port)       
+           self.write_bitline_delay_measures(read_port)
            
-    def write_bitline_measures_read_port(self, port):
+    def write_bitline_voltage_measures(self, port):
+        """
+        Add measurments to capture the bitline voltages at 50% Sense amp enable
+        """
+        debug.info(2, "Measuring bitline column={}, port={}".format(self.bitline_column,port))
+        if len(self.all_ports) == 1: #special naming case for single port sram bitlines
+            bitline_port = ""
+        else:
+            bitline_port = str(port)
+            
+        sen_port_name = "{}{}".format(self.sen_name,port)
+        for (measure_name, bl_signal_name) in zip(self.bl_volt_meas_names, self.bl_signal_names):
+            bl_port_name = "{}{}_{}".format(bl_signal_name, bitline_port, self.bitline_column)
+            measure_port_name = "{}{}".format(measure_name,port)
+            self.stim.gen_meas_find_voltage(measure_port_name, sen_port_name, bl_port_name, .5, "RISE", self.cycle_times[self.measure_cycles[port]["read0"]])
+    
+    def write_bitline_delay_measures(self, port):
         """
         Write the measure statements to quantify the delay and power results for a read port.
         """
         # add measure statements for delays/slews
-        measure_bitline = self.get_data_bit_column_number(self.probe_address, self.probe_data)
-        debug.info(2, "Measuring bitline column={}".format(measure_bitline))
-        for port in self.targ_read_ports:
-            if len(self.all_ports) == 1: #special naming case for single port sram bitlines
-                bitline_port = ""
-            else:
-                bitline_port = str(port)
-                
-            sen_name = "Xsram.s_en{}".format(port)
-            bl_name = "Xsram.Xbank0.bl{}_{}".format(bitline_port, measure_bitline)
-            br_name = "Xsram.Xbank0.br{}_{}".format(bitline_port, measure_bitline)
-            self.stim.gen_meas_find_voltage("bl_volt", sen_name, bl_name, .5, "RISE", self.cycle_times[self.measure_cycles[port]["read0"]])
-            self.stim.gen_meas_find_voltage("br_volt", sen_name, br_name, .5, "RISE", self.cycle_times[self.measure_cycles[port]["read0"]])
+        for (measure_name, bl_signal_name) in zip(self.bl_delay_meas_names, self.bl_signal_names):
+            meas_values = self.get_delay_meas_values(measure_name, bl_signal_name, port)
+            self.stim.gen_meas_delay(*meas_values)
+    
+    def get_delay_meas_values(self, delay_name, bitline_name, port):
+        """Get the values needed to generate a Spice measurement statement based on the name of the measurement."""
+        if len(self.all_ports) == 1: #special naming case for single port sram bitlines
+            bitline_port = ""
+        else:
+            bitline_port = str(port)
+        
+        meas_name="{0}{1}".format(delay_name, port)
+        targ_name = "{0}{1}_{2}".format(bitline_name,bitline_port,self.bitline_column)
+        half_vdd = 0.5 * self.vdd_voltage
+        trig_val = half_vdd
+        targ_val = self.vdd_voltage-tech.spice["v_threshold_typical"]
+        trig_name = "clk{0}".format(port)
+        trig_dir="FALL" 
+        targ_dir="FALL"
+        #Half period added to delay measurement to negative clock edge
+        trig_td = targ_td = self.cycle_times[self.measure_cycles[port]["read0"]]  + self.period/2
+        return (meas_name,trig_name,targ_name,trig_val,targ_val,trig_dir,targ_dir,trig_td,targ_td)
     
     def gen_test_cycles_one_port(self, read_port, write_port):
         """Sets a list of key time-points [ns] of the waveform (each rising edge)
@@ -116,16 +155,29 @@ class bitline_delay(delay):
         self.stim.run_sim() #running sim prodoces spice output file.
           
         for port in self.targ_read_ports:  
-            bitlines_meas_vals = {}
-            for mname in self.bitline_meas_names:
-                bitlines_meas_vals[mname] = parse_spice_list("timing", mname)
-            #Check that power parsing worked.
-            for name, val in bitlines_meas_vals.items():
-                if type(val)!=float:
-                    debug.error("Failed to Parse Bitline Values:\n\t\t{0}".format(bitlines_meas_vals),1) #Printing the entire dict looks bad.
-            result[port].update(bitlines_meas_vals)
+            #Parse and check the voltage measurements
+            bl_volt_meas_dict = {}  
+            for mname in self.bl_volt_meas_names:
+                mname_port = "{}{}".format(mname,port)
+                volt_meas_val = parse_spice_list("timing", mname_port)
+                if type(volt_meas_val)!=float:
+                    debug.error("Failed to Parse Bitline Voltage:\n\t\t{0}={1}".format(mname,volt_meas_val),1)
+                bl_volt_meas_dict[mname] = volt_meas_val
+            result[port].update(bl_volt_meas_dict)
+
+            #Parse and check the delay measurements. Intended that one measurement will fail, save the delay that did not fail.
+            bl_delay_meas_dict = {}
+            values_added = 0 #For error checking
+            for mname in self.bl_delay_meas_names: #Parse 
+                mname_port = "{}{}".format(mname,port)
+                delay_meas_val = parse_spice_list("timing", mname_port) 
+                if type(delay_meas_val)==float: #Only add if value is float, do not error.
+                    bl_delay_meas_dict[self.bl_delay_result_name] = delay_meas_val * 1e9 #convert to ns
+                    values_added+=1
+            debug.check(values_added>0, "Bitline delay measurements failed in SPICE simulation.")
+            debug.check(values_added<2, "Both bitlines experienced a Vth drop, check simulation results.")  
+            result[port].update(bl_delay_meas_dict)
         
-          
         # The delay is from the negative edge for our SRAM
         return (True,result)
     
@@ -134,9 +186,9 @@ class bitline_delay(delay):
         for port in self.targ_read_ports:
             self.check_bitline_port_results(results[port])
   
-    def check_bitline_port_results(self, port_results)
+    def check_bitline_port_results(self, port_results):
         """Performs three different checks for the bitline values: functionality, bitline swing from vdd, and differential bit swing"""
-        bl_volt, br_volt = port_results["bl_volt"], port_results["br_volt"]
+        bl_volt, br_volt = port_results["volt_bl"], port_results["volt_br"]
         self.check_functionality(bl_volt,br_volt)
         self.check_swing_from_vdd(bl_volt,br_volt)
         self.check_differential_swing(bl_volt,br_volt)
@@ -156,7 +208,7 @@ class bitline_delay(delay):
         debug.info(1, "Active bitline={:.3f}v, Desired bitline={:.3f}v".format(discharge_volt,desired_bl_volt))
         vdd_error_margin = .2 #20% of vdd margin for bitline, a little high for now.
         if abs(discharge_volt - desired_bl_volt) > vdd_error_margin*self.vdd_voltage:
-            debug.warning("Bitline voltage is not within {}% Vdd margin. Delay chain/RBL could need resizing.".format(vdd_error_margin))
+            debug.warning("Bitline voltage is not within {}% Vdd margin. Delay chain/RBL could need resizing.".format(vdd_error_margin*100))
     
     def check_differential_swing(self, bl_volt, br_volt):
         """This check looks at the difference between the bitline voltages. This needs to be large enough to prevent
@@ -166,7 +218,7 @@ class bitline_delay(delay):
         vdd_error_margin = .2 #20% of vdd margin for bitline, a little high for now.
         if bitline_swing < vdd_error_margin*self.vdd_voltage:
             debug.warning("Bitline swing less than {}% Vdd margin. Sensing errors more likely to occur.".format(vdd_error_margin))
-    
+            
     def analyze(self, probe_address, probe_data, slews, loads):
         """Measures the bitline swing of the differential bitlines (bl/br) at 50% s_en """
         self.set_probe(probe_address, probe_data)
@@ -180,7 +232,7 @@ class bitline_delay(delay):
         debug.info(1,"Bitline swing test: corner {}".format(self.corner))
         (success, results)=self.run_delay_simulation()
         debug.check(success, "Bitline Failed: period {}".format(self.period))
-        debug.info(1,"Bitline values (bl/br): {}".format(results[read_port]))
+        debug.info(1,"Bitline values (voltages/delays):\n\t {}".format(results[read_port]))
         self.check_bitline_all_results(results)
         
         return results
diff --git a/compiler/tests/21_hspice_delay_test.py b/compiler/tests/21_hspice_delay_test.py
index edbd6a55..33f0ecc2 100755
--- a/compiler/tests/21_hspice_delay_test.py
+++ b/compiler/tests/21_hspice_delay_test.py
@@ -48,10 +48,10 @@ class timing_sram_test(openram_test):
         loads = [tech.spice["msflop_in_cap"]*4]
         slews = [tech.spice["rise_time"]*2]
         data, port_data = d.analyze(probe_address, probe_data, slews, loads)
-        #bitline_swing = bl.analyze(probe_address, probe_data, slews, loads)
+        bitline_data = bl.analyze(probe_address, probe_data, slews, loads)
         #Combine info about port into all data
         data.update(port_data[0])
-        
+        data.update(bitline_data[0])
         if OPTS.tech_name == "freepdk45":
             golden_data = {'delay_hl': [0.2011],
                          'delay_lh': [0.2011],
@@ -62,7 +62,10 @@ class timing_sram_test(openram_test):
                          'slew_hl': [0.10853],
                          'slew_lh': [0.10853],
                          'write0_power': [0.51742],
-                         'write1_power': [0.51095]}
+                         'write1_power': [0.51095],
+                         'volt_bl': 0.045626, 
+                         'volt_br': 1.0709,
+                         'delay_bl_vth': 0.1813}
         elif OPTS.tech_name == "scn4m_subm":
             golden_data = {'delay_hl': [1.3911],
                          'delay_lh': [1.3911],
@@ -73,7 +76,10 @@ class timing_sram_test(openram_test):
                          'slew_hl': [0.7397553],
                          'slew_lh': [0.7397553],
                          'write0_power': [19.4103],
-                         'write1_power': [20.1167]}
+                         'write1_power': [20.1167],
+                         'volt_bl': 1.8329, 
+                         'volt_br': 5.081, 
+                         'delay_bl_vth': 1.1141}
         else:
             self.assertTrue(False) # other techs fail
         # Check if no too many or too few results

From dc20bf9e114780390aef6b65b34f02f374ed0a66 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 13 Dec 2018 22:31:08 -0800
Subject: [PATCH 03/77] Added bitline measurements to ngspice delay test.

---
 compiler/tests/21_hspice_delay_test.py  |  1 +
 compiler/tests/21_ngspice_delay_test.py | 15 ++++++++++++---
 2 files changed, 13 insertions(+), 3 deletions(-)

diff --git a/compiler/tests/21_hspice_delay_test.py b/compiler/tests/21_hspice_delay_test.py
index 33f0ecc2..c847210b 100755
--- a/compiler/tests/21_hspice_delay_test.py
+++ b/compiler/tests/21_hspice_delay_test.py
@@ -52,6 +52,7 @@ class timing_sram_test(openram_test):
         #Combine info about port into all data
         data.update(port_data[0])
         data.update(bitline_data[0])
+        
         if OPTS.tech_name == "freepdk45":
             golden_data = {'delay_hl': [0.2011],
                          'delay_lh': [0.2011],
diff --git a/compiler/tests/21_ngspice_delay_test.py b/compiler/tests/21_ngspice_delay_test.py
index 20ba14cc..16c3fb3a 100755
--- a/compiler/tests/21_ngspice_delay_test.py
+++ b/compiler/tests/21_ngspice_delay_test.py
@@ -23,7 +23,7 @@ class timing_sram_test(openram_test):
         from importlib import reload
         import characterizer
         reload(characterizer)
-        from characterizer import delay
+        from characterizer import delay, bitline_delay
         from sram import sram
         from sram_config import sram_config
         c = sram_config(word_size=1,
@@ -43,12 +43,15 @@ class timing_sram_test(openram_test):
 
         corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
         d = delay(s.s, tempspice, corner)
+        bl = bitline_delay(s.s, tempspice, corner)
         import tech
         loads = [tech.spice["msflop_in_cap"]*4]
         slews = [tech.spice["rise_time"]*2]
         data, port_data = d.analyze(probe_address, probe_data, slews, loads)
+        bitline_data = bl.analyze(probe_address, probe_data, slews, loads)
         #Combine info about port into all data
         data.update(port_data[0])
+        data.update(bitline_data[0])
 
         if OPTS.tech_name == "freepdk45":
             golden_data = {'delay_hl': [0.20443139999999999],
@@ -60,7 +63,10 @@ class timing_sram_test(openram_test):
                          'slew_hl': [0.1138734],
                          'slew_lh': [0.1138734],
                          'write0_power': [0.5205761],
-                         'write1_power': [0.5213689]}
+                         'write1_power': [0.5213689],
+                         'volt_bl': 0.03667602, 
+                         'volt_br': 1.056013, 
+                         'delay_bl_vth': 0.184373}
         elif OPTS.tech_name == "scn4m_subm":
             golden_data = {'delay_hl': [1.610911],
                          'delay_lh': [1.610911],
@@ -71,7 +77,10 @@ class timing_sram_test(openram_test):
                          'slew_hl': [0.7986348999999999],
                          'slew_lh': [0.7986348999999999],
                          'write0_power': [17.58272],
-                         'write1_power': [18.523419999999998]}
+                         'write1_power': [18.523419999999998],
+                         'volt_bl': 1.639692, 
+                         'volt_br': 5.06107, 
+                         'delay_bl_vth': 1.322235}
         else:
             self.assertTrue(False) # other techs fail
 

From 51b1bd46dadd007ce07127bfcbc306fdf9b5d122 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Fri, 14 Dec 2018 18:02:19 -0800
Subject: [PATCH 04/77] Added option to use delay chain size defined in tech.py

---
 compiler/modules/control_logic.py  | 47 ++++++++++++++++++++----------
 compiler/options.py                |  3 ++
 technology/freepdk45/tech/tech.py  |  3 ++
 technology/scn4m_subm/tech/tech.py |  2 ++
 4 files changed, 40 insertions(+), 15 deletions(-)

diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 3f5ac905..8545480c 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -109,24 +109,41 @@ class control_logic(design.design):
             from importlib import reload
             c = reload(__import__(OPTS.replica_bitline))
             replica_bitline = getattr(c, OPTS.replica_bitline)
-            
-            delay_stages_heuristic, delay_fanout_heuristic = self.get_heuristic_delay_chain_size()
             bitcell_loads = int(math.ceil(self.num_rows * parameter["rbl_height_percentage"]))
-            self.replica_bitline = replica_bitline([delay_fanout_heuristic]*delay_stages_heuristic, bitcell_loads, name="replica_bitline_"+self.port_type)
-            
-            if self.sram != None:
-                self.set_sen_wl_delays()
-            
-            if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): #check condition based on resizing method
-                #This resizes to match fall and rise delays, can make the delay chain weird sizes.
-                # stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
-                # self.replica_bitline = replica_bitline(stage_list, bitcell_loads, name="replica_bitline_resized_"+self.port_type)
+            if OPTS.use_tech_delay_chain_size: #Use tech parameters if set.
+                delay_stages =  parameter["static_delay_stages"]
+                delay_fanout = parameter["static_fanout_per_stage"]
+                debug.info(1, "Using tech parameters to size delay chain: stages={}, fanout={}".format(delay_stages,delay_fanout))
+                self.replica_bitline = replica_bitline([delay_fanout]*delay_stages,
+                                                        bitcell_loads, 
+                                                        name="replica_bitline_"+self.port_type)
                 
-                #This resizes based on total delay. 
-                delay_stages, delay_fanout = self.get_dynamic_delay_chain_size(delay_stages_heuristic, delay_fanout_heuristic)
-                self.replica_bitline = replica_bitline([delay_fanout]*delay_stages, bitcell_loads, name="replica_bitline_resized_"+self.port_type)
+            else: #Otherwise, use a heuristic and/or model based sizing.
+                #First use a heuristic
+                delay_stages_heuristic, delay_fanout_heuristic = self.get_heuristic_delay_chain_size()
+                self.replica_bitline = replica_bitline([delay_fanout_heuristic]*delay_stages_heuristic, 
+                                                        bitcell_loads,
+                                                        name="replica_bitline_"+self.port_type)
                 
-                self.sen_delay_rise,self.sen_delay_fall = self.get_delays_to_sen() #get the new timing
+                #Use a model to determine the delays with that heuristic
+                if self.sram != None:
+                    self.set_sen_wl_delays()
+               
+                #Resize if necessary
+                if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): #check condition based on resizing method
+                    #This resizes to match fall and rise delays, can make the delay chain weird sizes.
+                    # stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
+                    # self.replica_bitline = replica_bitline(stage_list, 
+                                                             # bitcell_loads, 
+                                                             # name="replica_bitline_resized_"+self.port_type)
+                    
+                    #This resizes based on total delay. 
+                    delay_stages, delay_fanout = self.get_dynamic_delay_chain_size(delay_stages_heuristic, delay_fanout_heuristic)
+                    self.replica_bitline = replica_bitline([delay_fanout]*delay_stages, 
+                                                           bitcell_loads, 
+                                                           name="replica_bitline_resized_"+self.port_type)
+                    
+                    self.sen_delay_rise,self.sen_delay_fall = self.get_delays_to_sen() #get the new timing
                 
             self.add_mod(self.replica_bitline)
 
diff --git a/compiler/options.py b/compiler/options.py
index bd4bf607..5293e053 100644
--- a/compiler/options.py
+++ b/compiler/options.py
@@ -71,6 +71,9 @@ class options(optparse.Values):
     # You can manually specify banks, but it is better to auto-detect it.
     num_banks = 1
     
+    #Uses the delay chain size in the tech.py file rather automatic sizing.
+    use_tech_delay_chain_size = False
+    
     # These are the default modules that can be over-riden
     decoder = "hierarchical_decoder"
     dff_array = "dff_array"
diff --git a/technology/freepdk45/tech/tech.py b/technology/freepdk45/tech/tech.py
index 83d9b280..6b8f981c 100644
--- a/technology/freepdk45/tech/tech.py
+++ b/technology/freepdk45/tech/tech.py
@@ -329,12 +329,15 @@ spice["nand3_transition_prob"] = .1094    # Transition probability of 3-input na
 spice["nor2_transition_prob"] = .1875     # Transition probability of 2-input nor.
 
 #Parameters related to sense amp enable timing and delay chain/RBL sizing
+parameter["static_delay_stages"] = 4
+parameter["static_fanout_per_stage"] = 3
 parameter["dff_clk_cin"] = 30.6             #relative capacitance
 parameter["6tcell_wl_cin"] = 3              #relative capacitance
 parameter["min_inv_para_delay"] = .5        #Tau delay units
 parameter["sa_en_pmos_size"] = .72          #micro-meters
 parameter["sa_en_nmos_size"] = .27          #micro-meters
 parameter["rbl_height_percentage"] = .5     #Height of RBL compared to bitcell array 
+
 ###################################################
 ##END Spice Simulation Parameters
 ###################################################
diff --git a/technology/scn4m_subm/tech/tech.py b/technology/scn4m_subm/tech/tech.py
index 0b4789ae..fe2d686a 100755
--- a/technology/scn4m_subm/tech/tech.py
+++ b/technology/scn4m_subm/tech/tech.py
@@ -295,6 +295,8 @@ spice["nand3_transition_prob"] = .1094    # Transition probability of 3-input na
 spice["nor2_transition_prob"] = .1875     # Transition probability of 2-input nor.
 
 #Logical Effort relative values for the Handmade cells
+parameter["static_delay_stages"] = 4
+parameter["static_fanout_per_stage"] = 3
 parameter["dff_clk_cin"] = 27.5
 parameter["6tcell_wl_cin"] = 2
 parameter["min_inv_para_delay"] = .5

From 8eb4812e166571db8892ac64652fc5bc7a3fa985 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Mon, 17 Dec 2018 23:32:02 -0800
Subject: [PATCH 05/77] Made parasitic delay parameter in Freepdk45 more
 accurate, added stage names to delay model.

---
 compiler/characterizer/logical_effort.py | 14 ++++++++++----
 compiler/pgates/pinv.py                  |  2 +-
 compiler/pgates/pnand2.py                |  2 +-
 compiler/pgates/pnand3.py                |  3 ++-
 technology/freepdk45/tech/tech.py        |  2 +-
 5 files changed, 15 insertions(+), 8 deletions(-)

diff --git a/compiler/characterizer/logical_effort.py b/compiler/characterizer/logical_effort.py
index bf8c1585..bbb0bd77 100644
--- a/compiler/characterizer/logical_effort.py
+++ b/compiler/characterizer/logical_effort.py
@@ -10,7 +10,8 @@ class logical_effort():
     min_inv_cin = 1+beta
     pinv=parameter["min_inv_para_delay"]
     
-    def __init__(self, size, cin, cout, parasitic, out_is_rise=True):
+    def __init__(self, name, size, cin, cout, parasitic, out_is_rise=True):
+        self.name = name
         self.cin = cin
         self.cout = cout
         self.logical_effort = (self.cin/size)/logical_effort.min_inv_cin
@@ -19,8 +20,13 @@ class logical_effort():
         self.is_rise = out_is_rise
      
     def __str__(self):
-        return "g=" + str(self.logical_effort) + ", h=" + str(self.eletrical_effort) + ", p=" + str(self.parasitic_scale)+"*pinv, rise_delay="+str(self.is_rise)
-    
+        return  "Name={}, g={}, h={}, p={}*pinv, rise_delay={}".format(self.name,
+                                                                       self.logical_effort,
+                                                                       self.eletrical_effort,
+                                                                       self.parasitic_scale,
+                                                                       self.is_rise
+                                                                       ) 
+
     def get_stage_effort(self):
         return  self.logical_effort*self.eletrical_effort
         
@@ -40,7 +46,7 @@ def calculate_relative_rise_fall_delays(stage_effort_list, pinv=parameter["min_i
     debug.info(2, "Calculating rise/fall relative delays")
     total_rise_delay, total_fall_delay = 0,0
     for stage in stage_effort_list:
-        debug.info(3, stage)
+        debug.info(2, stage)
         if stage.is_rise:
             total_rise_delay += stage.get_stage_delay(pinv)
         else:
diff --git a/compiler/pgates/pinv.py b/compiler/pgates/pinv.py
index 31682360..b1e1f033 100644
--- a/compiler/pgates/pinv.py
+++ b/compiler/pgates/pinv.py
@@ -293,4 +293,4 @@ class pinv(pgate.pgate):
            Optional is_rise refers to the input direction rise/fall. Input inverted by this stage.
         """
         parasitic_delay = 1 
-        return logical_effort.logical_effort(self.size, self.get_cin(), cout, parasitic_delay, not inp_is_rise)
+        return logical_effort.logical_effort(self.name, self.size, self.get_cin(), cout, parasitic_delay, not inp_is_rise)
diff --git a/compiler/pgates/pnand2.py b/compiler/pgates/pnand2.py
index e767b87e..c9709864 100644
--- a/compiler/pgates/pnand2.py
+++ b/compiler/pgates/pnand2.py
@@ -260,4 +260,4 @@ class pnand2(pgate.pgate):
            Optional is_rise refers to the input direction rise/fall. Input inverted by this stage.
         """
         parasitic_delay = 2 
-        return logical_effort.logical_effort(self.size, self.get_cin(), cout, parasitic_delay, not inp_is_rise)
\ No newline at end of file
+        return logical_effort.logical_effort(self.name, self.size, self.get_cin(), cout, parasitic_delay, not inp_is_rise)
\ No newline at end of file
diff --git a/compiler/pgates/pnand3.py b/compiler/pgates/pnand3.py
index 4dab5264..d159a27e 100644
--- a/compiler/pgates/pnand3.py
+++ b/compiler/pgates/pnand3.py
@@ -5,6 +5,7 @@ from tech import drc, parameter, spice
 from ptx import ptx
 from vector import vector
 from globals import OPTS
+import logical_effort
 
 class pnand3(pgate.pgate):
     """
@@ -272,4 +273,4 @@ class pnand3(pgate.pgate):
            Optional is_rise refers to the input direction rise/fall. Input inverted by this stage.
         """
         parasitic_delay = 3 
-        return logical_effort.logical_effort(self.size, self.get_cin(), cout, parasitic_delay, not inp_is_rise)
\ No newline at end of file
+        return logical_effort.logical_effort(self.name, self.size, self.get_cin(), cout, parasitic_delay, not inp_is_rise)
\ No newline at end of file
diff --git a/technology/freepdk45/tech/tech.py b/technology/freepdk45/tech/tech.py
index 6b8f981c..ff9b5169 100644
--- a/technology/freepdk45/tech/tech.py
+++ b/technology/freepdk45/tech/tech.py
@@ -333,7 +333,7 @@ parameter["static_delay_stages"] = 4
 parameter["static_fanout_per_stage"] = 3
 parameter["dff_clk_cin"] = 30.6             #relative capacitance
 parameter["6tcell_wl_cin"] = 3              #relative capacitance
-parameter["min_inv_para_delay"] = .5        #Tau delay units
+parameter["min_inv_para_delay"] = 2.4        #Tau delay units
 parameter["sa_en_pmos_size"] = .72          #micro-meters
 parameter["sa_en_nmos_size"] = .27          #micro-meters
 parameter["rbl_height_percentage"] = .5     #Height of RBL compared to bitcell array 

From b10ef3fb7e5038a67c5ad9f187fe1099ec4ba11e Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 19 Dec 2018 18:33:06 -0800
Subject: [PATCH 06/77] Replaced delay measure statement with object
 implementation.

---
 compiler/characterizer/__init__.py     |  1 +
 compiler/characterizer/delay.py        | 31 ++++++++-
 compiler/characterizer/measurements.py | 92 ++++++++++++++++++++++++++
 3 files changed, 121 insertions(+), 3 deletions(-)
 create mode 100644 compiler/characterizer/measurements.py

diff --git a/compiler/characterizer/__init__.py b/compiler/characterizer/__init__.py
index 4a2f161e..009459b3 100644
--- a/compiler/characterizer/__init__.py
+++ b/compiler/characterizer/__init__.py
@@ -9,6 +9,7 @@ from .functional import *
 from .worst_case import *
 from .simulation import *
 from .bitline_delay import *
+from .measurements import *
 
 debug.info(1,"Initializing characterizer...")
 OPTS.spice_exe = ""
diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 9e0543d1..d04ccf50 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -8,6 +8,7 @@ from .charutils import *
 import utils
 from globals import OPTS
 from .simulation import simulation
+from .measurements import *
 
 class delay(simulation):
     """Functions to measure the delay and power of an SRAM at a given address and
@@ -45,6 +46,16 @@ class delay(simulation):
         #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
         self.delay_meas_names = ["delay_lh", "delay_hl", "slew_lh", "slew_hl"]
         self.power_meas_names = ["read0_power", "read1_power", "write0_power", "write1_power"]
+       
+    def create_measurement_objects(self):
+        self.meas_objs = []
+        trig_delay_name = "clk{0}"
+        targ_name = "{0}{1}_{2}".format(self.dout_name,"{}",self.probe_data) #Empty values are the port and probe data bit
+        self.meas_objs.append(delay_measure("delay_lh{}", trig_delay_name, targ_name, "RISE", "RISE"))
+        self.meas_objs.append(delay_measure("delay_hl{}", trig_delay_name, targ_name, "FALL", "FALL"))
+        
+        self.meas_objs.append(slew_measure("slew_lh{}", targ_name, "RISE"))
+        self.meas_objs.append(slew_measure("slew_hl{}", targ_name, "FALL"))
         
     def create_signal_names(self):
         self.addr_name = "A"
@@ -235,15 +246,28 @@ class delay(simulation):
         else:
             debug.error(1, "Measure command {0} not recognized".format(delay_name))
         return (meas_name,trig_name,targ_name,trig_val,targ_val,trig_dir,targ_dir,trig_td,targ_td)
+       
+    def get_measure_variants(self, port, measure_obj):
+        """Get the measurement values that can either vary from simulation to simulation (vdd, address) or port to port (time delays)"""
+        #Return value is intended to match the delay measure format:  trig_td, targ_td, vdd, port
+        #vdd is arguably constant as that is true for a single lib file.
+        if measure_obj.targ_dir_str == "FALL":
+            meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read0"]]
+        elif measure_obj.targ_dir_str == "RISE":
+            meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read1"]]
+        else:
+            debug.error("Unrecognised measurement direction={}".format(measure_obj.targ_dir_str),1)
+            
+        return (meas_cycle_delay, meas_cycle_delay, self.vdd_voltage, port)
         
     def write_delay_measures_read_port(self, port):
         """
         Write the measure statements to quantify the delay and power results for a read port.
         """
         # add measure statements for delays/slews
-        for dname in self.delay_meas_names:
-            meas_values = self.get_delay_meas_values(dname, port)
-            self.stim.gen_meas_delay(*meas_values)
+        for measure in self.meas_objs:
+            measure_variant_tuple = self.get_measure_variants(port, measure)
+            measure.write_measure(self.stim, measure_variant_tuple)
             
         # add measure statements for power
         for pname in self.power_meas_names:
@@ -645,6 +669,7 @@ class delay(simulation):
         char_sram_data = {}
         
         self.set_probe(probe_address, probe_data)
+        self.create_measurement_objects()
         
         self.load=max(loads)
         self.slew=max(slews)
diff --git a/compiler/characterizer/measurements.py b/compiler/characterizer/measurements.py
new file mode 100644
index 00000000..2822183c
--- /dev/null
+++ b/compiler/characterizer/measurements.py
@@ -0,0 +1,92 @@
+import debug
+from tech import drc, parameter, spice
+from abc import ABC, abstractmethod
+from .stimuli import *
+
+class spice_measurement(ABC):
+    """Base class for spice stimulus measurements."""
+    def __init__(self, measure_name):
+        #Names must be unique for correct spice simulation, but not enforced here.
+        self.name = measure_name
+
+    @abstractmethod
+    def get_measure_function(self):
+        return None    
+        
+    @abstractmethod
+    def get_measure_values(self):
+        return None
+        
+    def write_measure(self, stim_obj, input_tuple):
+        measure_func = self.get_measure_function()
+        if measure_func == None:
+            debug.error("Did not set measure function",1)
+        measure_vals = self.get_measure_values(*input_tuple)
+        measure_func(stim_obj, *measure_vals)
+       
+           
+class delay_measure(spice_measurement):
+    """Generates a spice measurement for the delay of 50%-to-50% points of two signals."""
+    
+    def __init__(self, measure_name, trig_name, targ_name, trig_dir_str, targ_dir_str):
+        spice_measurement.__init__(self, measure_name)
+        self.set_meas_constants(trig_name, targ_name, trig_dir_str, targ_dir_str)
+    
+    def get_measure_function(self):
+        return stimuli.gen_meas_delay
+    
+    def set_meas_constants(self, trig_name, targ_name, trig_dir_str, targ_dir_str):
+        """Set the values needed to generate a Spice measurement statement based on the name of the measurement."""
+        self.trig_dir_str = trig_dir_str
+        self.targ_dir_str = targ_dir_str
+        
+        self.trig_val_of_vdd = 0.5 
+        self.targ_val_of_vdd = 0.5
+        
+        self.trig_name_no_port = trig_name
+        self.targ_name_no_port = targ_name
+        
+        #Time delays and ports are variant and needed as inputs when writing the measurement
+        
+    def get_measure_values(self, trig_td, targ_td, vdd_voltage, port=None):    
+        """Constructs inputs to stimulus measurement function. Variant values are inputs here."""
+        trig_val = self.trig_val_of_vdd * vdd_voltage
+        targ_val = self.targ_val_of_vdd * vdd_voltage
+        
+        if port != None:
+            meas_name = self.name.format(port)
+            trig_name = self.trig_name_no_port.format(port)
+            targ_name = self.targ_name_no_port.format(port)
+        else:
+            meas_name = self.name
+            trig_name = self.trig_name_no_port
+            targ_name = self.targ_name_no_port
+
+        return (meas_name,trig_name,targ_name,trig_val,targ_val,self.trig_dir_str,self.targ_dir_str,trig_td,targ_td)            
+ 
+ 
+class slew_measure(delay_measure):        
+    
+    def __init__(self, measure_name, signal_name, slew_dir_str):
+        spice_measurement.__init__(self, measure_name)
+        self.set_meas_constants(signal_name, slew_dir_str)
+    
+    def set_meas_constants(self, signal_name, slew_dir_str):
+        """Set the values needed to generate a Spice measurement statement based on the name of the measurement."""
+        self.trig_dir_str = slew_dir_str
+        self.targ_dir_str = slew_dir_str
+        
+        if slew_dir_str == "RISE":
+            self.trig_val_of_vdd = 0.1 
+            self.targ_val_of_vdd = 0.9
+        elif slew_dir_str == "FALL":
+            self.trig_val_of_vdd = 0.9 
+            self.targ_val_of_vdd = 0.1
+        else:
+            debug.error("Unrecognised slew measurement direction={}".format(slew_dir_str),1)
+        
+        self.trig_name_no_port = signal_name
+        self.targ_name_no_port = signal_name
+        
+        #Time delays and ports are variant and needed as inputs when writing the measurement 
+ 
\ No newline at end of file

From 66b2fcdc91401e553ac494853f0b50b3dfe0f36a Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 20 Dec 2018 15:54:56 -0800
Subject: [PATCH 07/77] Added data parsing to measurement objects and adding
 power measurements.

---
 compiler/characterizer/charutils.py    |   7 +
 compiler/characterizer/delay.py        | 190 +++++++++++--------------
 compiler/characterizer/measurements.py |  52 +++++--
 3 files changed, 135 insertions(+), 114 deletions(-)

diff --git a/compiler/characterizer/charutils.py b/compiler/characterizer/charutils.py
index a2140e51..061972cf 100644
--- a/compiler/characterizer/charutils.py
+++ b/compiler/characterizer/charutils.py
@@ -80,3 +80,10 @@ def convert_to_float(number):
         debug.error("Invalid number: {0}".format(number),1)
 
     return float_value
+
+def check_dict_values_is_float(dict):
+    """Checks if all the values are floats. Useful for checking failed Spice measurements."""
+    for key, value in dict.items():
+            if type(value)!=float:
+                return False
+    return True
\ No newline at end of file
diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index d04ccf50..7f25348b 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -48,15 +48,31 @@ class delay(simulation):
         self.power_meas_names = ["read0_power", "read1_power", "write0_power", "write1_power"]
        
     def create_measurement_objects(self):
-        self.meas_objs = []
+        """Create the measurements used for read and write ports"""
+        self.create_read_port_measurement_objects()
+        self.create_write_port_measurement_objects()
+        
+    def create_read_port_measurement_objects(self):
+        """Create the measurements used for read ports: delays, slews, powers"""
+        self.read_meas_objs = []
         trig_delay_name = "clk{0}"
         targ_name = "{0}{1}_{2}".format(self.dout_name,"{}",self.probe_data) #Empty values are the port and probe data bit
-        self.meas_objs.append(delay_measure("delay_lh{}", trig_delay_name, targ_name, "RISE", "RISE"))
-        self.meas_objs.append(delay_measure("delay_hl{}", trig_delay_name, targ_name, "FALL", "FALL"))
+        self.read_meas_objs.append(delay_measure("delay_lh", trig_delay_name, targ_name, "RISE", "RISE", 1e9))
+        self.read_meas_objs.append(delay_measure("delay_hl", trig_delay_name, targ_name, "FALL", "FALL", 1e9))
         
-        self.meas_objs.append(slew_measure("slew_lh{}", targ_name, "RISE"))
-        self.meas_objs.append(slew_measure("slew_hl{}", targ_name, "FALL"))
+        self.read_meas_objs.append(slew_measure("slew_lh", targ_name, "RISE", 1e9))
+        self.read_meas_objs.append(slew_measure("slew_hl", targ_name, "FALL", 1e9))
         
+        self.read_meas_objs.append(power_measure("read1_power", "RISE", 1e3))
+        self.read_meas_objs.append(power_measure("read0_power", "FALL", 1e3))    
+     
+    def create_write_port_measurement_objects(self):
+        """Create the measurements used for read ports: delays, slews, powers"""
+        self.write_meas_objs = []
+
+        self.write_meas_objs.append(power_measure("write1_power", "RISE", 1e3))
+        self.write_meas_objs.append(power_measure("write0_power", "FALL", 1e3))
+     
     def create_signal_names(self):
         self.addr_name = "A"
         self.din_name = "DIN"
@@ -209,99 +225,68 @@ class delay(simulation):
 
         self.sf.close()
         
-    def get_delay_meas_values(self, delay_name, port):
-        """Get the values needed to generate a Spice measurement statement based on the name of the measurement."""
-        debug.check('lh' in delay_name or 'hl' in delay_name, "Measure command {0} does not contain direction (lh/hl)")
-        trig_clk_name = "clk{0}".format(port)
-        meas_name="{0}{1}".format(delay_name, port)
-        targ_name = "{0}".format("{0}{1}_{2}".format(self.dout_name,port,self.probe_data))
-        half_vdd = 0.5 * self.vdd_voltage
-        trig_slew_low = 0.1 * self.vdd_voltage
-        targ_slew_high = 0.9 * self.vdd_voltage
-        if 'delay' in delay_name:
-            trig_val = half_vdd
-            targ_val = half_vdd
-            trig_name = trig_clk_name
-            if 'lh' in delay_name:
-                trig_dir="RISE" 
-                targ_dir="RISE"
-                trig_td = targ_td = self.cycle_times[self.measure_cycles[port]["read1"]]
-            else:
-                trig_dir="FALL" 
-                targ_dir="FALL"
-                trig_td = targ_td = self.cycle_times[self.measure_cycles[port]["read0"]] 
-                    
-        elif 'slew' in delay_name:
-            trig_name = targ_name
-            if 'lh' in delay_name:
-                trig_val = trig_slew_low
-                targ_val = targ_slew_high
-                targ_dir = trig_dir = "RISE"
-                trig_td = targ_td = self.cycle_times[self.measure_cycles[port]["read1"]]
-            else:
-                trig_val = targ_slew_high 
-                targ_val = trig_slew_low
-                targ_dir = trig_dir = "FALL"
-                trig_td = targ_td = self.cycle_times[self.measure_cycles[port]["read0"]] 
+    def get_read_measure_variants(self, port, measure_obj):
+        """Checks the measurement object and calls respective function for related measurement inputs."""
+        meas_type = type(measure_obj)
+        if meas_type is delay_measure or meas_type is slew_measure:
+            return self.get_delay_measure_variants(port, measure_obj)
+        elif meas_type is power_measure:
+            return self.get_power_measure_variants(port, measure_obj, "read")
         else:
-            debug.error(1, "Measure command {0} not recognized".format(delay_name))
-        return (meas_name,trig_name,targ_name,trig_val,targ_val,trig_dir,targ_dir,trig_td,targ_td)
-       
-    def get_measure_variants(self, port, measure_obj):
+            debug.error("Input function not defined for measurement type={}".format(meas_type))
+            
+    def get_delay_measure_variants(self, port, delay_obj):
         """Get the measurement values that can either vary from simulation to simulation (vdd, address) or port to port (time delays)"""
         #Return value is intended to match the delay measure format:  trig_td, targ_td, vdd, port
         #vdd is arguably constant as that is true for a single lib file.
-        if measure_obj.targ_dir_str == "FALL":
+        if delay_obj.targ_dir_str == "FALL":
             meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read0"]]
-        elif measure_obj.targ_dir_str == "RISE":
+        elif delay_obj.targ_dir_str == "RISE":
             meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read1"]]
         else:
-            debug.error("Unrecognised measurement direction={}".format(measure_obj.targ_dir_str),1)
+            debug.error("Unrecognised measurement direction={}".format(delay_obj.targ_dir_str),1)
             
         return (meas_cycle_delay, meas_cycle_delay, self.vdd_voltage, port)
-        
+    
+    def get_power_measure_variants(self, port, power_obj, operation):
+        """Get the measurement values that can either vary port to port (time delays)"""
+        #Return value is intended to match the power measure format:  t_initial, t_final, port
+        if power_obj.power_type == "FALL":
+            t_initial = self.cycle_times[self.measure_cycles[port]["{}0".format(operation)]]
+            t_final = self.cycle_times[self.measure_cycles[port]["{}0".format(operation)]+1]
+        elif power_obj.power_type == "RISE":
+            t_initial = self.cycle_times[self.measure_cycles[port]["{}1".format(operation)]]
+            t_final = self.cycle_times[self.measure_cycles[port]["{}1".format(operation)]+1]
+        else:
+            debug.error("Unrecognised power measurement type={}".format(power_obj.power_type),1)
+            
+        return (t_initial, t_final, port)
+    
     def write_delay_measures_read_port(self, port):
         """
         Write the measure statements to quantify the delay and power results for a read port.
         """
         # add measure statements for delays/slews
-        for measure in self.meas_objs:
-            measure_variant_tuple = self.get_measure_variants(port, measure)
-            measure.write_measure(self.stim, measure_variant_tuple)
+        for measure in self.read_meas_objs:
+            measure_variant_inp_tuple = self.get_read_measure_variants(port, measure)
+            measure.write_measure(self.stim, measure_variant_inp_tuple)
+
+    def get_write_measure_variants(self, port, measure_obj):
+        """Checks the measurement object and calls respective function for related measurement inputs."""
+        meas_type = type(measure_obj)
+        if meas_type is power_measure:
+            return self.get_power_measure_variants(port, measure_obj, "write")
+        else:
+            debug.error("Input function not defined for measurement type={}".format(meas_type))        
             
-        # add measure statements for power
-        for pname in self.power_meas_names:
-            if "read" not in pname:
-                continue
-            #Different naming schemes are used for the measure cycle dict and measurement names. 
-            #TODO: make them the same so they can be indexed the same.
-            if '1' in pname:
-                t_initial = self.cycle_times[self.measure_cycles[port]["read1"]]
-                t_final = self.cycle_times[self.measure_cycles[port]["read1"]+1]
-            elif '0' in pname:
-                t_initial = self.cycle_times[self.measure_cycles[port]["read0"]]
-                t_final = self.cycle_times[self.measure_cycles[port]["read0"]+1]
-            self.stim.gen_meas_power(meas_name="{0}{1}".format(pname, port),
-                                     t_initial=t_initial,
-                                     t_final=t_final)
-       
     def write_delay_measures_write_port(self, port):
         """
         Write the measure statements to quantify the power results for a write port.
         """
         # add measure statements for power
-        for pname in self.power_meas_names:
-            if "write" not in pname:
-                continue
-            t_initial = self.cycle_times[self.measure_cycles[port]["write0"]]
-            t_final = self.cycle_times[self.measure_cycles[port]["write0"]+1]
-            if '1' in pname:
-                t_initial = self.cycle_times[self.measure_cycles[port]["write1"]]
-                t_final = self.cycle_times[self.measure_cycles[port]["write1"]+1]
-        
-            self.stim.gen_meas_power(meas_name="{0}{1}".format(pname, port),
-                                     t_initial=t_initial,
-                                     t_final=t_final)
+        for measure in self.write_meas_objs:
+            measure_variant_inp_tuple = self.get_read_measure_variants(port, measure)
+            measure.write_measure(self.stim, measure_variant_inp_tuple)
 
     def write_delay_measures(self):
         """
@@ -451,28 +436,27 @@ class delay(simulation):
         #Too much duplicate code here. Try reducing
         for port in self.targ_read_ports:
             debug.info(2, "Check delay values for port {}".format(port))
-            delay_names = [mname for mname in self.delay_meas_names]
-            delays = self.parse_values(delay_names, port, 1e9) # scale delays to ns
-            if not self.check_valid_delays(delays):
-                return (False,{})
-            result[port].update(delays)
+            read_port_dict = {}
+            #Get measurements from output file
+            for measure in self.read_meas_objs:
+                read_port_dict[measure.name] = measure.retrieve_measure(port=port)
             
-            power_names = [mname for mname in self.power_meas_names if 'read' in mname]
-            powers = self.parse_values(power_names, port, 1e3) # scale power to mw
-            #Check that power parsing worked.
-            for name, power in powers.items():
-                if type(power)!=float:
-                    debug.error("Failed to Parse Power Values:\n\t\t{0}".format(powers),1) #Printing the entire dict looks bad.
-            result[port].update(powers)
-        
+            #Check timing for read ports. Power is only checked if it was read correctly
+            if not self.check_valid_delays(read_port_dict):
+                return (False,{})
+            if not check_dict_values_is_float(read_port_dict):
+                debug.error("Failed to Measure Read Port Values:\n\t\t{0}".format(read_port_dict),1) #Printing the entire dict looks bad.    
+                
+            result[port].update(read_port_dict)
+
         for port in self.targ_write_ports:
-            power_names = [mname for mname in self.power_meas_names if 'write' in mname]
-            powers = self.parse_values(power_names, port, 1e3) # scale power to mw
-            #Check that power parsing worked.
-            for name, power in powers.items():
-                if type(power)!=float:
-                    debug.error("Failed to Parse Power Values:\n\t\t{0}".format(powers),1) #Printing the entire dict looks bad.
-            result[port].update(powers)
+            write_port_dict = {}
+            for measure in self.read_meas_objs:
+                write_port_dict[measure.name] = measure.retrieve_measure(port=port)
+
+            if not check_dict_values_is_float(write_port_dict):
+                debug.error("Failed to Measure Write Port Values:\n\t\t{0}".format(write_port_dict),1) #Printing the entire dict looks bad. 
+            result[port].update(write_port_dict)
             
         # The delay is from the negative edge for our SRAM
         return (True,result)
@@ -502,13 +486,13 @@ class delay(simulation):
         #key=raw_input("press return to continue")
         return (leakage_power*1e3, trim_leakage_power*1e3)
     
-    def check_valid_delays(self, delay_dict):
+    def check_valid_delays(self, result_dict):
         """ Check if the measurements are defined and if they are valid. """
         #Hard coded names currently
-        delay_hl = delay_dict["delay_hl"]
-        delay_lh = delay_dict["delay_lh"]
-        slew_hl = delay_dict["slew_hl"]
-        slew_lh = delay_dict["slew_lh"]
+        delay_hl = result_dict["delay_hl"]
+        delay_lh = result_dict["delay_lh"]
+        slew_hl = result_dict["slew_hl"]
+        slew_lh = result_dict["slew_lh"]
         period_load_slew_str = "period {0} load {1} slew {2}".format(self.period,self.load, self.slew)
         
         # if it failed or the read was longer than a period
diff --git a/compiler/characterizer/measurements.py b/compiler/characterizer/measurements.py
index 2822183c..f065ac70 100644
--- a/compiler/characterizer/measurements.py
+++ b/compiler/characterizer/measurements.py
@@ -2,13 +2,15 @@ import debug
 from tech import drc, parameter, spice
 from abc import ABC, abstractmethod
 from .stimuli import *
+from .charutils import *
 
 class spice_measurement(ABC):
     """Base class for spice stimulus measurements."""
-    def __init__(self, measure_name):
+    def __init__(self, measure_name, measure_scale=None):
         #Names must be unique for correct spice simulation, but not enforced here.
         self.name = measure_name
-
+        self.measure_scale = measure_scale
+        
     @abstractmethod
     def get_measure_function(self):
         return None    
@@ -23,13 +25,19 @@ class spice_measurement(ABC):
             debug.error("Did not set measure function",1)
         measure_vals = self.get_measure_values(*input_tuple)
         measure_func(stim_obj, *measure_vals)
-       
+    
+    def retrieve_measure(self, port=""):
+        value = parse_spice_list("timing", "{0}{1}".format(self.name.lower(), port)) 
+        if type(value)!=float or self.measure_scale == None: 
+            return value
+        else:
+            return value*self.measure_scale
            
 class delay_measure(spice_measurement):
     """Generates a spice measurement for the delay of 50%-to-50% points of two signals."""
     
-    def __init__(self, measure_name, trig_name, targ_name, trig_dir_str, targ_dir_str):
-        spice_measurement.__init__(self, measure_name)
+    def __init__(self, measure_name, trig_name, targ_name, trig_dir_str, targ_dir_str, measure_scale=None):
+        spice_measurement.__init__(self, measure_name, measure_scale)
         self.set_meas_constants(trig_name, targ_name, trig_dir_str, targ_dir_str)
     
     def get_measure_function(self):
@@ -54,7 +62,8 @@ class delay_measure(spice_measurement):
         targ_val = self.targ_val_of_vdd * vdd_voltage
         
         if port != None:
-            meas_name = self.name.format(port)
+            #For dictionary indexing reasons, the name is formatted differently than the signals
+            meas_name = "{}{}".format(self.name, port)
             trig_name = self.trig_name_no_port.format(port)
             targ_name = self.targ_name_no_port.format(port)
         else:
@@ -63,12 +72,11 @@ class delay_measure(spice_measurement):
             targ_name = self.targ_name_no_port
 
         return (meas_name,trig_name,targ_name,trig_val,targ_val,self.trig_dir_str,self.targ_dir_str,trig_td,targ_td)            
- 
- 
+
 class slew_measure(delay_measure):        
     
-    def __init__(self, measure_name, signal_name, slew_dir_str):
-        spice_measurement.__init__(self, measure_name)
+    def __init__(self, measure_name, signal_name, slew_dir_str, measure_scale=None):
+        spice_measurement.__init__(self, measure_name, measure_scale)
         self.set_meas_constants(signal_name, slew_dir_str)
     
     def set_meas_constants(self, signal_name, slew_dir_str):
@@ -89,4 +97,26 @@ class slew_measure(delay_measure):
         self.targ_name_no_port = signal_name
         
         #Time delays and ports are variant and needed as inputs when writing the measurement 
- 
\ No newline at end of file
+ 
+class power_measure(spice_measurement):
+    """Generates a spice measurement for the delay of 50%-to-50% points of two signals."""
+    
+    def __init__(self, measure_name, power_type="", measure_scale=None):
+        spice_measurement.__init__(self, measure_name, measure_scale)
+        self.set_meas_constants(power_type)
+    
+    def get_measure_function(self):
+        return stimuli.gen_meas_power
+    
+    def set_meas_constants(self, power_type):
+        """Sets values useful for power simulations. This value is only meta related to the lib file (rise/fall)"""
+        #Not needed for power simulation
+        self.power_type = power_type #Expected to be  "RISE"/"FALL"
+        
+    def get_measure_values(self, t_initial, t_final, port=None):    
+        """Constructs inputs to stimulus measurement function. Variant values are inputs here."""
+        if port != None:
+            meas_name = "{}{}".format(self.name, port)
+        else:
+            meas_name = self.name
+        return (meas_name,t_initial,t_final)  
\ No newline at end of file

From 272267358f16eac7ffc689718814251a32f6306f Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 3 Jan 2019 05:51:28 -0800
Subject: [PATCH 08/77] Moved all bitline delay measurements to delay class.
 Added measurements to check delay model.

---
 compiler/characterizer/__init__.py       |   1 +
 compiler/characterizer/bitline_delay.py  |  19 +++
 compiler/characterizer/delay.py          | 156 +++++++++++++-------
 compiler/characterizer/logical_effort.py |   4 +
 compiler/characterizer/measurements.py   |  52 +++++--
 compiler/characterizer/model_check.py    | 174 +++++++++++++++++++++++
 compiler/modules/control_logic.py        |  22 ++-
 compiler/tests/21_hspice_delay_test.py   |  29 ++--
 compiler/tests/21_ngspice_delay_test.py  |  39 +++--
 compiler/tests/28_delay_model_test.py    |  61 ++++++++
 10 files changed, 456 insertions(+), 101 deletions(-)
 create mode 100644 compiler/characterizer/model_check.py
 create mode 100755 compiler/tests/28_delay_model_test.py

diff --git a/compiler/characterizer/__init__.py b/compiler/characterizer/__init__.py
index 009459b3..cbcf0a1a 100644
--- a/compiler/characterizer/__init__.py
+++ b/compiler/characterizer/__init__.py
@@ -10,6 +10,7 @@ from .worst_case import *
 from .simulation import *
 from .bitline_delay import *
 from .measurements import *
+from .model_check import *
 
 debug.info(1,"Initializing characterizer...")
 OPTS.spice_exe = ""
diff --git a/compiler/characterizer/bitline_delay.py b/compiler/characterizer/bitline_delay.py
index 6368675c..2af290f1 100644
--- a/compiler/characterizer/bitline_delay.py
+++ b/compiler/characterizer/bitline_delay.py
@@ -26,7 +26,26 @@ class bitline_delay(delay):
         delay.create_signal_names(self)
         self.bl_signal_names = ["Xsram.Xbank0.bl", "Xsram.Xbank0.br"]
         self.sen_name = "Xsram.s_en"
+    
+    def create_measurement_objects(self):
+        """Create the measurements used for read and write ports"""
+        self.meas_objs = []
+        self.create_bitline_find_measurement_objects()
+        self.create_bitline_delay_measurement_objects()
+    
+    def create_bitline_delay_measurement_objects(self):
+        self.find_meas_objs = []
+        trig_delay_name = "clk{0}"
+        targ_name = "{0}{1}_{2}".format(self.dout_name,"{}",self.probe_data) #Empty values are the port and probe data bit
+        self.read_meas_objs.append(delay_measure("delay_lh", trig_delay_name, targ_name, "RISE", "RISE", 1e9))
+        self.read_meas_objs.append(delay_measure("delay_hl", trig_delay_name, targ_name, "FALL", "FALL", 1e9))
         
+        self.read_meas_objs.append(slew_measure("slew_lh", targ_name, "RISE", 1e9))
+        self.read_meas_objs.append(slew_measure("slew_hl", targ_name, "FALL", 1e9))
+        
+        self.read_meas_objs.append(power_measure("read1_power", "RISE", 1e3))
+        self.read_meas_objs.append(power_measure("read0_power", "FALL", 1e3))
+    
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
         #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 7f25348b..a327c548 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -46,32 +46,77 @@ class delay(simulation):
         #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
         self.delay_meas_names = ["delay_lh", "delay_hl", "slew_lh", "slew_hl"]
         self.power_meas_names = ["read0_power", "read1_power", "write0_power", "write1_power"]
+        self.voltage_when_names = ["volt_bl", "volt_br"]
+        self.bitline_delay_names = ["delay_bl", "delay_br"]
        
     def create_measurement_objects(self):
         """Create the measurements used for read and write ports"""
         self.create_read_port_measurement_objects()
         self.create_write_port_measurement_objects()
-        
+
     def create_read_port_measurement_objects(self):
         """Create the measurements used for read ports: delays, slews, powers"""
+        
         self.read_meas_objs = []
         trig_delay_name = "clk{0}"
         targ_name = "{0}{1}_{2}".format(self.dout_name,"{}",self.probe_data) #Empty values are the port and probe data bit
-        self.read_meas_objs.append(delay_measure("delay_lh", trig_delay_name, targ_name, "RISE", "RISE", 1e9))
-        self.read_meas_objs.append(delay_measure("delay_hl", trig_delay_name, targ_name, "FALL", "FALL", 1e9))
+        self.read_meas_objs.append(delay_measure("delay_lh", trig_delay_name, targ_name, "RISE", "RISE", measure_scale=1e9))
+        self.read_meas_objs[-1].meta_str = "read1" #Used to index time delay values when measurements written to spice file.
+        self.read_meas_objs.append(delay_measure("delay_hl", trig_delay_name, targ_name, "FALL", "FALL", measure_scale=1e9))
+        self.read_meas_objs[-1].meta_str = "read0"
         
-        self.read_meas_objs.append(slew_measure("slew_lh", targ_name, "RISE", 1e9))
-        self.read_meas_objs.append(slew_measure("slew_hl", targ_name, "FALL", 1e9))
+        self.read_meas_objs.append(slew_measure("slew_lh", targ_name, "RISE", measure_scale=1e9))
+        self.read_meas_objs[-1].meta_str = "read1"
+        self.read_meas_objs.append(slew_measure("slew_hl", targ_name, "FALL", measure_scale=1e9))
+        self.read_meas_objs[-1].meta_str = "read0"
         
-        self.read_meas_objs.append(power_measure("read1_power", "RISE", 1e3))
-        self.read_meas_objs.append(power_measure("read0_power", "FALL", 1e3))    
-     
+        self.read_meas_objs.append(power_measure("read1_power", "RISE", measure_scale=1e3))
+        self.read_meas_objs[-1].meta_str = "read1"
+        self.read_meas_objs.append(power_measure("read0_power", "FALL", measure_scale=1e3))
+        self.read_meas_objs[-1].meta_str = "read0"
+
+        trig_name = "Xsram.s_en{}" #Sense amp enable
+        if len(self.all_ports) == 1: #special naming case for single port sram bitlines which does not include the port in name
+            port_format = ""
+        else:
+            port_format = "{}"
+        
+        bl_name = "Xsram.Xbank0.bl{}_{}".format(port_format, self.bitline_column)
+        br_name = "Xsram.Xbank0.br{}_{}".format(port_format, self.bitline_column)
+        self.read_meas_objs.append(voltage_when_measure(self.voltage_when_names[0], trig_name, bl_name, "RISE", .5))
+        self.read_meas_objs.append(voltage_when_measure(self.voltage_when_names[1], trig_name, br_name, "RISE", .5))
+        
+        #These are read values but need to be separated for unique error checking.
+        self.create_bitline_delay_measurement_objects()
+    
+    def create_bitline_delay_measurement_objects(self):
+        """Create the measurements used for bitline delay values. Due to unique error checking, these are separated from other measurements.
+           These measurements are only associated with read values
+        """
+        self.bitline_delay_objs = []
+        trig_name = "clk{0}"
+        if len(self.all_ports) == 1: #special naming case for single port sram bitlines which does not include the port in name
+            port_format = ""
+        else:
+            port_format = "{}"
+        bl_name = "Xsram.Xbank0.bl{}_{}".format(port_format, self.bitline_column)
+        br_name = "Xsram.Xbank0.br{}_{}".format(port_format, self.bitline_column)
+        targ_val = (self.vdd_voltage - tech.spice["v_threshold_typical"])/self.vdd_voltage #Calculate as a percentage of vdd
+        
+        targ_name = "{0}{1}_{2}".format(self.dout_name,"{}",self.probe_data) #Empty values are the port and probe data bit
+        self.bitline_delay_objs.append(delay_measure(self.bitline_delay_names[0], trig_name, bl_name, "FALL", "FALL", targ_vdd=targ_val, measure_scale=1e9))
+        self.bitline_delay_objs[-1].meta_str = "read0"
+        self.bitline_delay_objs.append(delay_measure(self.bitline_delay_names[1], trig_name, br_name, "FALL", "FALL", targ_vdd=targ_val, measure_scale=1e9))
+        self.bitline_delay_objs[-1].meta_str = "read1"
+
     def create_write_port_measurement_objects(self):
         """Create the measurements used for read ports: delays, slews, powers"""
         self.write_meas_objs = []
 
-        self.write_meas_objs.append(power_measure("write1_power", "RISE", 1e3))
-        self.write_meas_objs.append(power_measure("write0_power", "FALL", 1e3))
+        self.write_meas_objs.append(power_measure("write1_power", "RISE", measure_scale=1e3))
+        self.write_meas_objs[-1].meta_str = "read1"
+        self.write_meas_objs.append(power_measure("write0_power", "FALL", measure_scale=1e3))
+        self.write_meas_objs[-1].meta_str = "write0"
      
     def create_signal_names(self):
         self.addr_name = "A"
@@ -232,6 +277,8 @@ class delay(simulation):
             return self.get_delay_measure_variants(port, measure_obj)
         elif meas_type is power_measure:
             return self.get_power_measure_variants(port, measure_obj, "read")
+        elif meas_type is voltage_when_measure:
+            return self.get_volt_when_measure_variants(port, measure_obj)
         else:
             debug.error("Input function not defined for measurement type={}".format(meas_type))
             
@@ -239,35 +286,37 @@ class delay(simulation):
         """Get the measurement values that can either vary from simulation to simulation (vdd, address) or port to port (time delays)"""
         #Return value is intended to match the delay measure format:  trig_td, targ_td, vdd, port
         #vdd is arguably constant as that is true for a single lib file.
-        if delay_obj.targ_dir_str == "FALL":
-            meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read0"]]
-        elif delay_obj.targ_dir_str == "RISE":
-            meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read1"]]
+        if delay_obj.meta_str == "read0":
+            #Falling delay are measured starting from neg. clk edge. Delay adjusted to that.
+            meas_cycle_delay = self.cycle_times[self.measure_cycles[port][delay_obj.meta_str]] + self.period/2
+        elif delay_obj.meta_str == "read1":
+            meas_cycle_delay = self.cycle_times[self.measure_cycles[port][delay_obj.meta_str]]
         else:
-            debug.error("Unrecognised measurement direction={}".format(delay_obj.targ_dir_str),1)
+            debug.error("Unrecognised delay Index={}".format(delay_obj.meta_str),1)
             
         return (meas_cycle_delay, meas_cycle_delay, self.vdd_voltage, port)
     
     def get_power_measure_variants(self, port, power_obj, operation):
         """Get the measurement values that can either vary port to port (time delays)"""
         #Return value is intended to match the power measure format:  t_initial, t_final, port
-        if power_obj.power_type == "FALL":
-            t_initial = self.cycle_times[self.measure_cycles[port]["{}0".format(operation)]]
-            t_final = self.cycle_times[self.measure_cycles[port]["{}0".format(operation)]+1]
-        elif power_obj.power_type == "RISE":
-            t_initial = self.cycle_times[self.measure_cycles[port]["{}1".format(operation)]]
-            t_final = self.cycle_times[self.measure_cycles[port]["{}1".format(operation)]+1]
-        else:
-            debug.error("Unrecognised power measurement type={}".format(power_obj.power_type),1)
-            
+        t_initial = self.cycle_times[self.measure_cycles[port][power_obj.meta_str]]
+        t_final = self.cycle_times[self.measure_cycles[port][power_obj.meta_str]+1]
+    
         return (t_initial, t_final, port)
     
+    def get_volt_when_measure_variants(self, port, power_obj):
+        """Get the measurement values that can either vary port to port (time delays)"""
+        #Only checking 0 value reads for now.
+        t_trig = meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read0"]]
+
+        return (t_trig, self.vdd_voltage, port)
+    
     def write_delay_measures_read_port(self, port):
         """
         Write the measure statements to quantify the delay and power results for a read port.
         """
         # add measure statements for delays/slews
-        for measure in self.read_meas_objs:
+        for measure in self.read_meas_objs+self.bitline_delay_objs:
             measure_variant_inp_tuple = self.get_read_measure_variants(port, measure)
             measure.write_measure(self.stim, measure_variant_inp_tuple)
 
@@ -285,7 +334,7 @@ class delay(simulation):
         """
         # add measure statements for power
         for measure in self.write_meas_objs:
-            measure_variant_inp_tuple = self.get_read_measure_variants(port, measure)
+            measure_variant_inp_tuple = self.get_write_measure_variants(port, measure)
             measure.write_measure(self.stim, measure_variant_inp_tuple)
 
     def write_delay_measures(self):
@@ -394,28 +443,7 @@ class delay(simulation):
             previous_period = self.period
         debug.info(1, "Found feasible_period: {0}ns".format(self.period))
         return feasible_delays
-           
-                
-    def parse_values(self, values_names, port, mult = 1.0):
-        """Parse multiple values in the timing output file. Optional multiplier.
-           Return a dict of the input names and values. Port used for parsing file.
-        """
-        values = []
-        all_values_floats = True
-        for vname in values_names:
-            #ngspice converts all measure characters to lowercase, not tested on other sims
-            value = parse_spice_list("timing", "{0}{1}".format(vname.lower(), port)) 
-            #Check if any of the values fail to parse
-            if type(value)!=float: 
-                all_values_floats = False
-            values.append(value)
-            
-        #Apply Multiplier only if all values are floats. Let other check functions handle this error.
-        if all_values_floats:
-            return {values_names[i]:values[i]*mult for i in range(len(values))}
-        else:
-            return {values_names[i]:values[i] for i in range(len(values))}
-            
+    
     def run_delay_simulation(self):
         """
         This tries to simulate a period and checks if the result works. If
@@ -448,10 +476,13 @@ class delay(simulation):
                 debug.error("Failed to Measure Read Port Values:\n\t\t{0}".format(read_port_dict),1) #Printing the entire dict looks bad.    
                 
             result[port].update(read_port_dict)
-
+            
+            bitline_delay_dict = self.evaluate_bitline_delay(port)
+            result[port].update(bitline_delay_dict)
+            
         for port in self.targ_write_ports:
             write_port_dict = {}
-            for measure in self.read_meas_objs:
+            for measure in self.write_meas_objs:
                 write_port_dict[measure.name] = measure.retrieve_measure(port=port)
 
             if not check_dict_values_is_float(write_port_dict):
@@ -461,7 +492,17 @@ class delay(simulation):
         # The delay is from the negative edge for our SRAM
         return (True,result)
 
-
+    def evaluate_bitline_delay(self, port):
+        """Parse and check the bitline delay. One of the measurements is expected to fail which warrants its own function."""
+        bl_delay_meas_dict = {}
+        values_added = 0 #For error checking
+        for measure in self.bitline_delay_objs:
+            bl_delay_val = measure.retrieve_measure(port=port)
+            if type(bl_delay_val) != float or 0 > bl_delay_val or bl_delay_val > self.period/2: #Only add if value is valid, do not error.
+                debug.error("Bitline delay measurement failed: half-period={}, {}={}".format(self.period/2, measure.name, bl_delay_val),1)
+            bl_delay_meas_dict[measure.name] = bl_delay_val
+        return bl_delay_meas_dict
+        
     def run_power_simulation(self):
         """ 
         This simulates a disabled SRAM to get the leakage power when it is off.
@@ -618,9 +659,18 @@ class delay(simulation):
         functions in this characterizer besides analyze."""
         self.probe_address = probe_address
         self.probe_data = probe_data
-
+        self.bitline_column = self.get_data_bit_column_number(probe_address, probe_data)
+        
         self.prepare_netlist()
         
+    def get_data_bit_column_number(self, probe_address, probe_data):
+        """Calculates bitline column number of data bit under test using bit position and mux size"""
+        if self.sram.col_addr_size>0:
+            col_address = int(probe_address[0:self.sram.col_addr_size],2)
+        else:
+            col_address = 0
+        bl_column = int(self.sram.words_per_row*probe_data + col_address)
+        return bl_column    
 
     def prepare_netlist(self):
         """ Prepare a trimmed netlist and regular netlist. """
@@ -899,7 +949,7 @@ class delay(simulation):
             
     def get_empty_measure_data_dict(self):
         """Make a dict of lists for each type of delay and power measurement to append results to"""
-        measure_names = self.delay_meas_names + self.power_meas_names
+        measure_names = self.delay_meas_names + self.power_meas_names + self.voltage_when_names + self.bitline_delay_names
         #Create list of dicts. List lengths is # of ports. Each dict maps the measurement names to lists.
         measure_data = [{mname:[] for mname in measure_names} for i in self.all_ports]
         return measure_data
diff --git a/compiler/characterizer/logical_effort.py b/compiler/characterizer/logical_effort.py
index bbb0bd77..c80e69a2 100644
--- a/compiler/characterizer/logical_effort.py
+++ b/compiler/characterizer/logical_effort.py
@@ -35,6 +35,10 @@ class logical_effort():
     
     def get_stage_delay(self, pinv):
         return self.get_stage_effort()+self.get_parasitic_delay(pinv)
+
+def calculate_delays(stage_effort_list, pinv):
+    """Convert stage effort objects to list of delay values"""
+    return [stage.get_stage_delay(pinv) for stage in stage_effort_list]
     
 def calculate_relative_delay(stage_effort_list, pinv=parameter["min_inv_para_delay"]):
     """Calculates the total delay of a given delay path made of a list of logical effort objects."""
diff --git a/compiler/characterizer/measurements.py b/compiler/characterizer/measurements.py
index f065ac70..aec4d769 100644
--- a/compiler/characterizer/measurements.py
+++ b/compiler/characterizer/measurements.py
@@ -10,6 +10,7 @@ class spice_measurement(ABC):
         #Names must be unique for correct spice simulation, but not enforced here.
         self.name = measure_name
         self.measure_scale = measure_scale
+        self.meta_str = None #Some measurements set this, set here to be clear on existence
         
     @abstractmethod
     def get_measure_function(self):
@@ -36,20 +37,20 @@ class spice_measurement(ABC):
 class delay_measure(spice_measurement):
     """Generates a spice measurement for the delay of 50%-to-50% points of two signals."""
     
-    def __init__(self, measure_name, trig_name, targ_name, trig_dir_str, targ_dir_str, measure_scale=None):
+    def __init__(self, measure_name, trig_name, targ_name,  trig_dir_str, targ_dir_str, trig_vdd=0.5, targ_vdd=0.5, measure_scale=None):
         spice_measurement.__init__(self, measure_name, measure_scale)
-        self.set_meas_constants(trig_name, targ_name, trig_dir_str, targ_dir_str)
+        self.set_meas_constants(trig_name, targ_name, trig_dir_str, targ_dir_str, trig_vdd, targ_vdd)
     
     def get_measure_function(self):
         return stimuli.gen_meas_delay
     
-    def set_meas_constants(self, trig_name, targ_name, trig_dir_str, targ_dir_str):
-        """Set the values needed to generate a Spice measurement statement based on the name of the measurement."""
+    def set_meas_constants(self, trig_name, targ_name, trig_dir_str, targ_dir_str, trig_vdd, targ_vdd):
+        """Set the constants for this measurement: signal names, directions, and trigger scales"""
         self.trig_dir_str = trig_dir_str
         self.targ_dir_str = targ_dir_str
         
-        self.trig_val_of_vdd = 0.5 
-        self.targ_val_of_vdd = 0.5
+        self.trig_val_of_vdd = trig_vdd 
+        self.targ_val_of_vdd = targ_vdd
         
         self.trig_name_no_port = trig_name
         self.targ_name_no_port = targ_name
@@ -99,7 +100,7 @@ class slew_measure(delay_measure):
         #Time delays and ports are variant and needed as inputs when writing the measurement 
  
 class power_measure(spice_measurement):
-    """Generates a spice measurement for the delay of 50%-to-50% points of two signals."""
+    """Generates a spice measurement for the average power between two time points."""
     
     def __init__(self, measure_name, power_type="", measure_scale=None):
         spice_measurement.__init__(self, measure_name, measure_scale)
@@ -119,4 +120,39 @@ class power_measure(spice_measurement):
             meas_name = "{}{}".format(self.name, port)
         else:
             meas_name = self.name
-        return (meas_name,t_initial,t_final)  
\ No newline at end of file
+        return (meas_name,t_initial,t_final)  
+        
+class voltage_when_measure(spice_measurement):        
+    """Generates a spice measurement to measure the voltage of a signal based on the voltage of another."""
+    
+    def __init__(self, measure_name, trig_name, targ_name, trig_dir_str, trig_vdd, measure_scale=None):
+        spice_measurement.__init__(self, measure_name, measure_scale)
+        self.set_meas_constants(trig_name, targ_name, trig_dir_str, trig_vdd)
+    
+    def get_measure_function(self):
+        return stimuli.gen_meas_find_voltage
+    
+    def set_meas_constants(self, trig_name, targ_name, trig_dir_str, trig_vdd):
+        """Sets values useful for power simulations. This value is only meta related to the lib file (rise/fall)"""
+        self.trig_dir_str = trig_dir_str
+        self.trig_val_of_vdd = trig_vdd 
+  
+        self.trig_name_no_port = trig_name
+        self.targ_name_no_port = targ_name
+        
+    def get_measure_values(self, trig_td, vdd_voltage, port=None):    
+        """Constructs inputs to stimulus measurement function. Variant values are inputs here."""
+        
+        if port != None:
+            #For dictionary indexing reasons, the name is formatted differently than the signals
+            meas_name = "{}{}".format(self.name, port)
+            trig_name = self.trig_name_no_port.format(port)
+            targ_name = self.targ_name_no_port.format(port)
+        else:
+            meas_name = self.name
+            trig_name = self.trig_name_no_port
+            targ_name = self.targ_name_no_port
+
+        trig_voltage = self.trig_val_of_vdd*vdd_voltage
+            
+        return (meas_name,trig_name,targ_name,trig_voltage,self.trig_dir_str,trig_td)
\ No newline at end of file
diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
new file mode 100644
index 00000000..7a06ab7a
--- /dev/null
+++ b/compiler/characterizer/model_check.py
@@ -0,0 +1,174 @@
+import sys,re,shutil
+import debug
+import tech
+import math
+from .stimuli import *
+from .trim_spice import *
+from .charutils import *
+import utils
+from globals import OPTS
+from .delay import delay
+from .measurements import *
+
+class model_check(delay):
+    """Functions to test for the worst case delay in a target SRAM
+
+    The current worst case determines a feasible period for the SRAM then tests
+    several bits and record the delay and differences between the bits.
+
+    """
+
+    def __init__(self, sram, spfile, corner):
+        delay.__init__(self,sram,spfile,corner)
+        self.period = tech.spice["feasible_period"]
+        
+    def create_measurement_names(self):
+        """Create measurement names. The names themselves currently define the type of measurement"""
+        #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
+        self.wl_delay_meas_names = ["delay_wl_en_bar", "delay_wl_en", "delay_dvr_en_bar", "delay_wl"]
+        self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in", "delay_delay_chain_stage_1", "delay_delay_chain_stage_2"]
+        self.sae_delay_meas_names = ["delay_pre_sen", "delay_sen_bar", "delay_sen"]
+       
+    def create_signal_names(self):
+        delay.create_signal_names(self)
+        #Signal names are all hardcoded, need to update to make it work for probe address and different configurations.
+        self.wl_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xbuf_wl_en.zb_int", "Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_15", "Xsram.Xbank0.wl_15"]
+        self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in", "Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1", "Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
+        self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en", "Xsram.Xcontrol0.Xbuf_s_en.zb_int", "Xsram.s_en0"]
+    
+    def create_measurement_objects(self):
+        """Create the measurements used for read and write ports"""
+        self.create_wordline_measurement_objects()
+        self.create_sae_measurement_objects()
+        self.all_measures = self.wl_meas_objs+self.sae_meas_objs
+    
+    def create_wordline_measurement_objects(self):
+        """Create the measurements to measure the wordline path from the gated_clk_bar signal"""
+        self.wl_meas_objs = []
+        trig_dir = "RISE"
+        targ_dir = "FALL"
+        
+        for i in range(1, len(self.wl_signal_names)):
+            self.wl_meas_objs.append(delay_measure(self.wl_delay_meas_names[i-1], self.wl_signal_names[i-1], self.wl_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
+            temp_dir = trig_dir
+            trig_dir = targ_dir
+            targ_dir = temp_dir
+     
+    def create_sae_measurement_objects(self):
+        """Create the measurements to measure the sense amp enable path from the gated_clk_bar signal. The RBL splits this path into two."""
+        
+        self.sae_meas_objs = []
+        trig_dir = "RISE"
+        targ_dir = "FALL"
+        #Add measurements from gated_clk_bar to RBL
+        for i in range(1, len(self.rbl_en_signal_names)):
+            self.sae_meas_objs.append(delay_measure(self.rbl_delay_meas_names[i-1], self.rbl_en_signal_names[i-1], self.rbl_en_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
+            temp_dir = trig_dir
+            trig_dir = targ_dir
+            targ_dir = temp_dir
+            
+        #Add measurements from rbl_out to sae. Trigger directions do not invert from previous stage due to RBL.
+        trig_dir = "FALL"
+        targ_dir = "RISE"
+        #Add measurements from gated_clk_bar to RBL
+        for i in range(1, len(self.sae_signal_names)):
+            self.sae_meas_objs.append(delay_measure(self.sae_delay_meas_names[i-1], self.sae_signal_names[i-1], self.sae_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
+            temp_dir = trig_dir
+            trig_dir = targ_dir
+            targ_dir = temp_dir
+
+    def write_delay_measures(self):
+        """
+        Write the measure statements to quantify the delay and power results for all targeted ports.
+        """
+        self.sf.write("\n* Measure statements for delay and power\n")
+
+        # Output some comments to aid where cycles start and what is happening
+        for comment in self.cycle_comments:
+            self.sf.write("* {}\n".format(comment))
+        
+        for read_port in self.targ_read_ports:
+           self.write_measures_read_port(read_port)
+
+    def get_delay_measure_variants(self, port, delay_obj):
+        """Get the measurement values that can either vary from simulation to simulation (vdd, address) or port to port (time delays)"""
+        #Return value is intended to match the delay measure format:  trig_td, targ_td, vdd, port
+        #Assuming only read 0 for now
+        meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read0"]] + self.period/2
+        return (meas_cycle_delay, meas_cycle_delay, self.vdd_voltage, port)
+    
+    def write_measures_read_port(self, port):
+        """
+        Write the measure statements for all nodes along the wordline path.
+        """
+        # add measure statements for delays/slews
+        for measure in self.all_measures:
+            measure_variant_inp_tuple = self.get_delay_measure_variants(port, measure)
+            measure.write_measure(self.stim, measure_variant_inp_tuple)
+    
+
+    def run_delay_simulation(self):
+        """
+        This tries to simulate a period and checks if the result works. If
+        so, it returns True and the delays, slews, and powers.  It
+        works on the trimmed netlist by default, so powers do not
+        include leakage of all cells.
+        """
+        #Sanity Check
+        debug.check(self.period > 0, "Target simulation period non-positive") 
+        
+        wl_result = [[] for i in self.all_ports]
+        sae_result = [[] for i in self.all_ports]
+        # Checking from not data_value to data_value
+        self.write_delay_stimulus()
+
+        self.stim.run_sim() #running sim prodoces spice output file.
+         
+        for port in self.targ_read_ports:  
+            #Parse and check the voltage measurements
+            wl_meas_list = []  
+            for measure in self.wl_meas_objs:
+                wl_meas_list.append(measure.retrieve_measure(port=port))
+                if type(wl_meas_list[-1]) != float:
+                    debug.error("Failed to Measure Value:\n\t\t{}={}".format(measure.name, wl_meas_list[-1]),1) #Printing the entire dict looks bad. 
+            wl_result[port] = wl_meas_list
+            
+            sae_meas_list = [] 
+            for measure in self.sae_meas_objs:
+                sae_meas_list.append(measure.retrieve_measure(port=port))
+                if type(sae_meas_list[-1]) != float:
+                    debug.error("Failed to Measure Value:\n\t\t{}={}".format(measure.name, sae_meas_list[-1]),1) #Printing the entire dict looks bad. 
+            sae_result[port] = sae_meas_list
+            
+        # The delay is from the negative edge for our SRAM
+        return (True,wl_result, sae_result)
+  
+    def get_model_delays(self, port):
+        """Get model delays based on port. Currently assumes single RW port."""
+        return self.sram.control_logic_rw.get_wl_sen_delays()
+            
+    def analyze(self, probe_address, probe_data, slews, loads):
+        """Measures entire delay path along the wordline and sense amp enable and compare it to the model delays."""
+        self.set_probe(probe_address, probe_data)
+        self.load=max(loads)
+        self.slew=max(slews)
+        self.create_measurement_objects()
+        
+        read_port = self.read_ports[0] #only test the first read port
+        self.targ_read_ports = [read_port]
+        self.targ_write_ports = [self.write_ports[0]]
+        debug.info(1,"Bitline swing test: corner {}".format(self.corner))
+        (success, wl_delays, sae_delays)=self.run_delay_simulation()
+        debug.check(success, "Model measurements Failed: period={}".format(self.period))
+        wl_model_delays, sae_model_delays = self.get_model_delays(read_port)
+        
+        debug.info(1,"Measured Wordline delays (ns):\n\t {}".format(wl_delays[read_port]))
+        debug.info(1,"Wordline model delays:\n\t {}".format(wl_model_delays))
+        debug.info(1,"Measured SAE delays (ns):\n\t {}".format(sae_delays[read_port]))
+        debug.info(1,"SAE model delays:\n\t {}".format(sae_model_delays))
+        
+        return wl_delays, sae_delays
+
+        
+    
+  
\ No newline at end of file
diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 8545480c..9a945383 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -37,6 +37,8 @@ class control_logic(design.design):
         #self.sram=None #disable re-sizing for debugging, FIXME: resizing is not working, needs to be adjusted for new control logic.
         self.wl_timing_tolerance = 1 #Determines how much larger the sen delay should be. Accounts for possible error in model.
         self.parasitic_inv_delay = parameter["min_inv_para_delay"] #Keeping 0 for now until further testing.
+        self.wl_stage_efforts = None
+        self.sen_stage_efforts = None
         
         if self.port_type == "rw":
             self.num_control_signals = 2
@@ -157,7 +159,7 @@ class control_logic(design.design):
         elif self.words_per_row == 2:
             delay_stages = 6
         else:
-            delay_stages = 4
+            delay_stages = 2
             
         return (delay_stages, delay_fanout)
         
@@ -808,8 +810,8 @@ class control_logic(design.design):
     def get_delays_to_wl(self):
         """Get the delay (in delay units) of the clk to a wordline in the bitcell array"""
         debug.check(self.sram.all_mods_except_control_done, "Cannot calculate sense amp enable delay unless all module have been added.")
-        stage_efforts = self.determine_wordline_stage_efforts()
-        clk_to_wl_rise,clk_to_wl_fall = logical_effort.calculate_relative_rise_fall_delays(stage_efforts, self.parasitic_inv_delay)
+        self.wl_stage_efforts = self.determine_wordline_stage_efforts()
+        clk_to_wl_rise,clk_to_wl_fall = logical_effort.calculate_relative_rise_fall_delays(self.wl_stage_efforts, self.parasitic_inv_delay)
         total_delay = clk_to_wl_rise + clk_to_wl_fall 
         debug.info(1, "Clock to wl delay is rise={:.3f}, fall={:.3f}, total={:.3f} in delay units".format(clk_to_wl_rise, clk_to_wl_fall,total_delay))
         return clk_to_wl_rise,clk_to_wl_fall 
@@ -838,8 +840,8 @@ class control_logic(design.design):
            This does not incorporate the delay of the replica bitline.
         """
         debug.check(self.sram.all_mods_except_control_done, "Cannot calculate sense amp enable delay unless all module have been added.")
-        stage_efforts = self.determine_sa_enable_stage_efforts()
-        clk_to_sen_rise, clk_to_sen_fall = logical_effort.calculate_relative_rise_fall_delays(stage_efforts, self.parasitic_inv_delay)
+        self.sen_stage_efforts = self.determine_sa_enable_stage_efforts()
+        clk_to_sen_rise, clk_to_sen_fall = logical_effort.calculate_relative_rise_fall_delays(self.sen_stage_efforts, self.parasitic_inv_delay)
         total_delay = clk_to_sen_rise + clk_to_sen_fall 
         debug.info(1, "Clock to s_en delay is rise={:.3f}, fall={:.3f}, total={:.3f} in delay units".format(clk_to_sen_rise, clk_to_sen_fall,total_delay))
         return clk_to_sen_rise, clk_to_sen_fall   
@@ -870,4 +872,12 @@ class control_logic(design.design):
         last_stage_rise = stage_effort_list[-1].is_rise
         
         return stage_effort_list    
-       
\ No newline at end of file
+       
+    def get_wl_sen_delays(self):
+        """Gets a list of the stages and delays in order of their path."""
+        if self.sen_stage_efforts == None or self.wl_stage_efforts == None:
+            debug.error("Model delays not calculated for SRAM.", 1)
+        wl_delays = logical_effort.calculate_delays(self.wl_stage_efforts, self.parasitic_inv_delay)
+        sen_delays = logical_effort.calculate_delays(self.sen_stage_efforts, self.parasitic_inv_delay)
+        return wl_delays, sen_delays
+        
\ No newline at end of file
diff --git a/compiler/tests/21_hspice_delay_test.py b/compiler/tests/21_hspice_delay_test.py
index c847210b..26735870 100755
--- a/compiler/tests/21_hspice_delay_test.py
+++ b/compiler/tests/21_hspice_delay_test.py
@@ -23,7 +23,7 @@ class timing_sram_test(openram_test):
         from importlib import reload
         import characterizer
         reload(characterizer)
-        from characterizer import delay, bitline_delay
+        from characterizer import delay
         from sram import sram
         from sram_config import sram_config
         c = sram_config(word_size=1,
@@ -43,15 +43,14 @@ class timing_sram_test(openram_test):
 
         corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
         d = delay(s.s, tempspice, corner)
-        bl = bitline_delay(s.s, tempspice, corner)
         import tech
         loads = [tech.spice["msflop_in_cap"]*4]
         slews = [tech.spice["rise_time"]*2]
         data, port_data = d.analyze(probe_address, probe_data, slews, loads)
-        bitline_data = bl.analyze(probe_address, probe_data, slews, loads)
         #Combine info about port into all data
         data.update(port_data[0])
-        data.update(bitline_data[0])
+
+        print(data)
         
         if OPTS.tech_name == "freepdk45":
             golden_data = {'delay_hl': [0.2011],
@@ -60,13 +59,14 @@ class timing_sram_test(openram_test):
                          'min_period': 0.41,
                          'read0_power': [0.63604],
                          'read1_power': [0.6120599999999999],
-                         'slew_hl': [0.10853],
-                         'slew_lh': [0.10853],
+                         'slew_hl': [0.07078999999999999],
+                         'slew_lh': [0.07078999999999999],
                          'write0_power': [0.51742],
                          'write1_power': [0.51095],
-                         'volt_bl': 0.045626, 
-                         'volt_br': 1.0709,
-                         'delay_bl_vth': 0.1813}
+                         'volt_bl': [0.2017],
+                         'volt_br': [1.0765], 
+                         'delay_bl': [0.18114999999999998],
+                         'delay_br': [0.17763]}
         elif OPTS.tech_name == "scn4m_subm":
             golden_data = {'delay_hl': [1.3911],
                          'delay_lh': [1.3911],
@@ -74,13 +74,14 @@ class timing_sram_test(openram_test):
                          'min_period': 2.812,
                          'read0_power': [22.1183],
                          'read1_power': [21.4388],
-                         'slew_hl': [0.7397553],
-                         'slew_lh': [0.7397553],
+                         'slew_hl': [0.6],
+                         'slew_lh': [0.6],
                          'write0_power': [19.4103],
                          'write1_power': [20.1167],
-                         'volt_bl': 1.8329, 
-                         'volt_br': 5.081, 
-                         'delay_bl_vth': 1.1141}
+                         'volt_bl': [3.1763], 
+                         'volt_br': [5.5731], 
+                         'delay_bl': [1.1133000000000002], 
+                         'delay_br': [0.9958395]}
         else:
             self.assertTrue(False) # other techs fail
         # Check if no too many or too few results
diff --git a/compiler/tests/21_ngspice_delay_test.py b/compiler/tests/21_ngspice_delay_test.py
index 16c3fb3a..98f01e53 100755
--- a/compiler/tests/21_ngspice_delay_test.py
+++ b/compiler/tests/21_ngspice_delay_test.py
@@ -23,7 +23,7 @@ class timing_sram_test(openram_test):
         from importlib import reload
         import characterizer
         reload(characterizer)
-        from characterizer import delay, bitline_delay
+        from characterizer import delay
         from sram import sram
         from sram_config import sram_config
         c = sram_config(word_size=1,
@@ -43,30 +43,28 @@ class timing_sram_test(openram_test):
 
         corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
         d = delay(s.s, tempspice, corner)
-        bl = bitline_delay(s.s, tempspice, corner)
         import tech
         loads = [tech.spice["msflop_in_cap"]*4]
         slews = [tech.spice["rise_time"]*2]
         data, port_data = d.analyze(probe_address, probe_data, slews, loads)
-        bitline_data = bl.analyze(probe_address, probe_data, slews, loads)
         #Combine info about port into all data
         data.update(port_data[0])
-        data.update(bitline_data[0])
 
         if OPTS.tech_name == "freepdk45":
-            golden_data = {'delay_hl': [0.20443139999999999],
-                         'delay_lh': [0.20443139999999999],
-                         'leakage_power': 0.0017840640000000001,
-                         'min_period': 0.41,
-                         'read0_power': [0.6435831],
-                         'read1_power': [0.6233463],
-                         'slew_hl': [0.1138734],
-                         'slew_lh': [0.1138734],
-                         'write0_power': [0.5205761],
-                         'write1_power': [0.5213689],
-                         'volt_bl': 0.03667602, 
-                         'volt_br': 1.056013, 
-                         'delay_bl_vth': 0.184373}
+            golden_data = {'delay_bl': [0.1840938],
+                           'delay_br': [0.1804373],
+                           'delay_hl': [0.2130831], 
+                           'delay_lh': [0.2130831],
+                           'leakage_power': 0.001595639, 
+                           'min_period': 0.527,
+                           'read0_power': [0.4852456],
+                           'read1_power': [0.46341889999999997],
+                           'slew_hl': [0.07351041999999999],
+                           'slew_lh': [0.07351041999999999],
+                           'volt_bl': [0.1954744],
+                           'volt_br': [1.058266],
+                           'write0_power': [0.4065201],
+                           'write1_power': [0.46341889999999997]}
         elif OPTS.tech_name == "scn4m_subm":
             golden_data = {'delay_hl': [1.610911],
                          'delay_lh': [1.610911],
@@ -78,9 +76,10 @@ class timing_sram_test(openram_test):
                          'slew_lh': [0.7986348999999999],
                          'write0_power': [17.58272],
                          'write1_power': [18.523419999999998],
-                         'volt_bl': 1.639692, 
-                         'volt_br': 5.06107, 
-                         'delay_bl_vth': 1.322235}
+                         'volt_bl': [3.1763], 
+                         'volt_br': [5.5731], 
+                         'delay_bl': [1.1133000000000002], 
+                         'delay_br': [0.9958395]}
         else:
             self.assertTrue(False) # other techs fail
 
diff --git a/compiler/tests/28_delay_model_test.py b/compiler/tests/28_delay_model_test.py
new file mode 100755
index 00000000..74ad22f3
--- /dev/null
+++ b/compiler/tests/28_delay_model_test.py
@@ -0,0 +1,61 @@
+#!/usr/bin/env python3
+"""
+Run a regression test on various srams
+"""
+
+import unittest
+from testutils import header,openram_test
+import sys,os
+sys.path.append(os.path.join(sys.path[0],".."))
+import globals
+from globals import OPTS
+import debug
+
+class delay_model_test(openram_test):
+
+    def runTest(self):
+        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
+        OPTS.spice_name="hspice"
+        OPTS.analytical_delay = False
+        OPTS.netlist_only = True
+        
+        # This is a hack to reload the characterizer __init__ with the spice version
+        from importlib import reload
+        import characterizer
+        reload(characterizer)
+        from characterizer import model_check
+        from sram import sram
+        from sram_config import sram_config
+        c = sram_config(word_size=1,
+                        num_words=16,
+                        num_banks=1)
+        c.words_per_row=1
+        c.recompute_sizes()
+        debug.info(1, "Testing timing for sample 1bit, 16words SRAM with 1 bank")
+        s = sram(c, name="sram1")
+
+        tempspice = OPTS.openram_temp + "temp.sp"
+        s.sp_write(tempspice)
+
+        probe_address = "1" * s.s.addr_size
+        probe_data = s.s.word_size - 1
+        debug.info(1, "Probe address {0} probe data bit {1}".format(probe_address, probe_data))
+
+        corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
+        mc = model_check(s.s, tempspice, corner)
+        import tech
+        loads = [tech.spice["msflop_in_cap"]*4]
+        slews = [tech.spice["rise_time"]*2]
+        wl_data, sae_data = mc.analyze(probe_address, probe_data, slews, loads)
+        #Combine info about port into all data
+
+        #debug.info(1,"Data:\n{}".format(wl_data))
+
+        globals.end_openram()
+        
+# run the test from the command line
+if __name__ == "__main__":
+    (OPTS, args) = globals.parse_args()
+    del sys.argv[1:]
+    header(__file__, OPTS.tech_name)
+    unittest.main()

From 21663439ccc17456f566b7c8b5702241e22bd646 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 9 Jan 2019 22:42:34 -0800
Subject: [PATCH 09/77] Added slews measurements to the model checker. Removed
 unused code in bitline delay class.

---
 compiler/characterizer/bitline_delay.py | 21 +-------
 compiler/characterizer/model_check.py   | 69 ++++++++++++++++---------
 2 files changed, 45 insertions(+), 45 deletions(-)

diff --git a/compiler/characterizer/bitline_delay.py b/compiler/characterizer/bitline_delay.py
index 2af290f1..c85f06bc 100644
--- a/compiler/characterizer/bitline_delay.py
+++ b/compiler/characterizer/bitline_delay.py
@@ -26,26 +26,7 @@ class bitline_delay(delay):
         delay.create_signal_names(self)
         self.bl_signal_names = ["Xsram.Xbank0.bl", "Xsram.Xbank0.br"]
         self.sen_name = "Xsram.s_en"
-    
-    def create_measurement_objects(self):
-        """Create the measurements used for read and write ports"""
-        self.meas_objs = []
-        self.create_bitline_find_measurement_objects()
-        self.create_bitline_delay_measurement_objects()
-    
-    def create_bitline_delay_measurement_objects(self):
-        self.find_meas_objs = []
-        trig_delay_name = "clk{0}"
-        targ_name = "{0}{1}_{2}".format(self.dout_name,"{}",self.probe_data) #Empty values are the port and probe data bit
-        self.read_meas_objs.append(delay_measure("delay_lh", trig_delay_name, targ_name, "RISE", "RISE", 1e9))
-        self.read_meas_objs.append(delay_measure("delay_hl", trig_delay_name, targ_name, "FALL", "FALL", 1e9))
-        
-        self.read_meas_objs.append(slew_measure("slew_lh", targ_name, "RISE", 1e9))
-        self.read_meas_objs.append(slew_measure("slew_hl", targ_name, "FALL", 1e9))
-        
-        self.read_meas_objs.append(power_measure("read1_power", "RISE", 1e3))
-        self.read_meas_objs.append(power_measure("read0_power", "FALL", 1e3))
-    
+
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
         #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 7a06ab7a..a12117d3 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -26,8 +26,12 @@ class model_check(delay):
         """Create measurement names. The names themselves currently define the type of measurement"""
         #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
         self.wl_delay_meas_names = ["delay_wl_en_bar", "delay_wl_en", "delay_dvr_en_bar", "delay_wl"]
+        self.wl_slew_meas_names = ["slew_wl_gated_clk_bar","slew_wl_en_bar", "slew_wl_en", "slew_drv_en_bar", "slew_wl"]
+        
         self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in", "delay_delay_chain_stage_1", "delay_delay_chain_stage_2"]
+        self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in", "slew_delay_chain_stage_1", "slew_delay_chain_stage_2"]
         self.sae_delay_meas_names = ["delay_pre_sen", "delay_sen_bar", "delay_sen"]
+        self.sae_slew_meas_names = ["slew_replica_bl0", "slew_pre_sen", "slew_sen_bar", "slew_sen"]
        
     def create_signal_names(self):
         delay.create_signal_names(self)
@@ -50,10 +54,12 @@ class model_check(delay):
         
         for i in range(1, len(self.wl_signal_names)):
             self.wl_meas_objs.append(delay_measure(self.wl_delay_meas_names[i-1], self.wl_signal_names[i-1], self.wl_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
+            self.wl_meas_objs.append(slew_measure(self.wl_slew_meas_names[i-1], self.wl_signal_names[i-1], trig_dir, measure_scale=1e9))
             temp_dir = trig_dir
             trig_dir = targ_dir
             targ_dir = temp_dir
-     
+        self.wl_meas_objs.append(slew_measure(self.wl_slew_meas_names[-1], self.wl_signal_names[-1], trig_dir, measure_scale=1e9))
+        
     def create_sae_measurement_objects(self):
         """Create the measurements to measure the sense amp enable path from the gated_clk_bar signal. The RBL splits this path into two."""
         
@@ -63,20 +69,24 @@ class model_check(delay):
         #Add measurements from gated_clk_bar to RBL
         for i in range(1, len(self.rbl_en_signal_names)):
             self.sae_meas_objs.append(delay_measure(self.rbl_delay_meas_names[i-1], self.rbl_en_signal_names[i-1], self.rbl_en_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
+            self.sae_meas_objs.append(slew_measure(self.rbl_slew_meas_names[i-1], self.rbl_en_signal_names[i-1], trig_dir, measure_scale=1e9))
             temp_dir = trig_dir
             trig_dir = targ_dir
             targ_dir = temp_dir
-            
+        self.sae_meas_objs.append(slew_measure(self.rbl_slew_meas_names[-1], self.rbl_en_signal_names[-1], trig_dir, measure_scale=1e9))
+        
         #Add measurements from rbl_out to sae. Trigger directions do not invert from previous stage due to RBL.
         trig_dir = "FALL"
         targ_dir = "RISE"
         #Add measurements from gated_clk_bar to RBL
         for i in range(1, len(self.sae_signal_names)):
             self.sae_meas_objs.append(delay_measure(self.sae_delay_meas_names[i-1], self.sae_signal_names[i-1], self.sae_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
+            self.sae_meas_objs.append(slew_measure(self.sae_slew_meas_names[i-1], self.sae_signal_names[i-1], trig_dir, measure_scale=1e9))
             temp_dir = trig_dir
             trig_dir = targ_dir
             targ_dir = temp_dir
-
+        self.sae_meas_objs.append(slew_measure(self.sae_slew_meas_names[-1], self.sae_signal_names[-1], trig_dir, measure_scale=1e9))
+        
     def write_delay_measures(self):
         """
         Write the measure statements to quantify the delay and power results for all targeted ports.
@@ -90,10 +100,12 @@ class model_check(delay):
         for read_port in self.targ_read_ports:
            self.write_measures_read_port(read_port)
 
-    def get_delay_measure_variants(self, port, delay_obj):
+    def get_delay_measure_variants(self, port, measure_obj):
         """Get the measurement values that can either vary from simulation to simulation (vdd, address) or port to port (time delays)"""
         #Return value is intended to match the delay measure format:  trig_td, targ_td, vdd, port
         #Assuming only read 0 for now
+        if not (type(measure_obj) is delay_measure or type(measure_obj) is slew_measure):
+            debug.error("Measurement not recognized by the model checker.",1)
         meas_cycle_delay = self.cycle_times[self.measure_cycles[port]["read0"]] + self.period/2
         return (meas_cycle_delay, meas_cycle_delay, self.vdd_voltage, port)
     
@@ -106,7 +118,22 @@ class model_check(delay):
             measure_variant_inp_tuple = self.get_delay_measure_variants(port, measure)
             measure.write_measure(self.stim, measure_variant_inp_tuple)
     
-
+    def get_measurement_values(self, meas_objs, port):
+        """Gets the delays and slews from a specified port from the spice output file and returns them as lists."""
+        delay_meas_list = []  
+        slew_meas_list = [] 
+        for measure in meas_objs:
+            measure_value = measure.retrieve_measure(port=port)
+            if type(measure_value) != float:
+                debug.error("Failed to Measure Value:\n\t\t{}={}".format(measure.name, measure_value),1) 
+            if type(measure) is delay_measure:
+                delay_meas_list.append(measure_value)
+            elif type(measure)is slew_measure:
+                slew_meas_list.append(measure_value)
+            else:
+                debug.error("Measurement object not recognized.",1)
+        return delay_meas_list, slew_meas_list
+        
     def run_delay_simulation(self):
         """
         This tries to simulate a period and checks if the result works. If
@@ -117,31 +144,21 @@ class model_check(delay):
         #Sanity Check
         debug.check(self.period > 0, "Target simulation period non-positive") 
         
-        wl_result = [[] for i in self.all_ports]
-        sae_result = [[] for i in self.all_ports]
+        wl_delay_result = [[] for i in self.all_ports]
+        wl_slew_result = [[] for i in self.all_ports]
+        sae_delay_result = [[] for i in self.all_ports]
+        sae_slew_result = [[] for i in self.all_ports]
         # Checking from not data_value to data_value
         self.write_delay_stimulus()
 
         self.stim.run_sim() #running sim prodoces spice output file.
-         
+        
+        #Retrieve the results from the output file
         for port in self.targ_read_ports:  
             #Parse and check the voltage measurements
-            wl_meas_list = []  
-            for measure in self.wl_meas_objs:
-                wl_meas_list.append(measure.retrieve_measure(port=port))
-                if type(wl_meas_list[-1]) != float:
-                    debug.error("Failed to Measure Value:\n\t\t{}={}".format(measure.name, wl_meas_list[-1]),1) #Printing the entire dict looks bad. 
-            wl_result[port] = wl_meas_list
-            
-            sae_meas_list = [] 
-            for measure in self.sae_meas_objs:
-                sae_meas_list.append(measure.retrieve_measure(port=port))
-                if type(sae_meas_list[-1]) != float:
-                    debug.error("Failed to Measure Value:\n\t\t{}={}".format(measure.name, sae_meas_list[-1]),1) #Printing the entire dict looks bad. 
-            sae_result[port] = sae_meas_list
-            
-        # The delay is from the negative edge for our SRAM
-        return (True,wl_result, sae_result)
+            wl_delay_result[port], wl_slew_result[port] = self.get_measurement_values(self.wl_meas_objs, port)
+            sae_delay_result[port], sae_slew_result[port] = self.get_measurement_values(self.sae_meas_objs, port)
+        return (True,wl_delay_result, sae_delay_result, wl_slew_result, sae_slew_result)
   
     def get_model_delays(self, port):
         """Get model delays based on port. Currently assumes single RW port."""
@@ -158,14 +175,16 @@ class model_check(delay):
         self.targ_read_ports = [read_port]
         self.targ_write_ports = [self.write_ports[0]]
         debug.info(1,"Bitline swing test: corner {}".format(self.corner))
-        (success, wl_delays, sae_delays)=self.run_delay_simulation()
+        (success, wl_delays, sae_delays, wl_slews, sae_slews)=self.run_delay_simulation()
         debug.check(success, "Model measurements Failed: period={}".format(self.period))
         wl_model_delays, sae_model_delays = self.get_model_delays(read_port)
         
         debug.info(1,"Measured Wordline delays (ns):\n\t {}".format(wl_delays[read_port]))
         debug.info(1,"Wordline model delays:\n\t {}".format(wl_model_delays))
+        debug.info(1,"Measured Wordline slews:\n\t {}".format(wl_slews[read_port]))
         debug.info(1,"Measured SAE delays (ns):\n\t {}".format(sae_delays[read_port]))
         debug.info(1,"SAE model delays:\n\t {}".format(sae_model_delays))
+        debug.info(1,"Measured SAE slews:\n\t {}".format(sae_slews[read_port]))
         
         return wl_delays, sae_delays
 

From cc0be510c75cd534e1312caf785f7297af43effc Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 16 Jan 2019 00:46:24 -0800
Subject: [PATCH 10/77] Added some data scaling and error calculation in model
 check.

---
 compiler/characterizer/model_check.py  | 37 ++++++++++++++++++++++++++
 compiler/tests/21_hspice_delay_test.py |  4 +--
 compiler/tests/28_delay_model_test.py  |  2 ++
 compiler/tests/testutils.py            |  1 +
 4 files changed, 41 insertions(+), 3 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index a12117d3..94b200bc 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -164,6 +164,36 @@ class model_check(delay):
         """Get model delays based on port. Currently assumes single RW port."""
         return self.sram.control_logic_rw.get_wl_sen_delays()
             
+    def scale_delays(self, delay_list):
+        """Takes in a list of measured delays and convert it to simple units to easily compare to model values."""
+        converted_values = []
+        #Calculate average
+        total = 0
+        for meas_value in delay_list:
+            total+=meas_value
+        average = total/len(delay_list)
+        
+        #Convert values
+        for meas_value in delay_list:
+            converted_values.append(meas_value/average)
+        return converted_values
+    
+    def min_max_normalization(self, value_list):
+        """Re-scales input values on a range from 0-1 where min(list)=0, max(list)=1"""
+        scaled_values = []
+        min_val = min(value_list)
+        min_max_diff = max(value_list) - min_val
+        for value in value_list:
+            scaled_values.append((value-min_val)/(min_max_diff))
+        return scaled_values
+        
+    def calculate_error_l2_norm(self, list_a, list_b):    
+        """Calculates error between two lists using the l2 norm"""
+        error_list = []
+        for val_a, val_b in zip(list_a, list_b):
+            error_list.append((val_a-val_b)**2)
+        return error_list
+        
     def analyze(self, probe_address, probe_data, slews, loads):
         """Measures entire delay path along the wordline and sense amp enable and compare it to the model delays."""
         self.set_probe(probe_address, probe_data)
@@ -186,6 +216,13 @@ class model_check(delay):
         debug.info(1,"SAE model delays:\n\t {}".format(sae_model_delays))
         debug.info(1,"Measured SAE slews:\n\t {}".format(sae_slews[read_port]))
         
+        scaled_wl_meas = self.min_max_normalization(wl_delays[read_port])
+        debug.info(1, "Scaled wordline delays:\n{}".format(scaled_wl_meas))
+        scaled_wl_model = self.min_max_normalization(wl_model_delays)
+        debug.info(1, "Scaled wordline model:\n{}".format(scaled_wl_model))
+        errors = self.calculate_error_l2_norm(scaled_wl_meas, scaled_wl_model)
+        debug.info(1, "Model errors:\n{}".format(errors))
+        
         return wl_delays, sae_delays
 
         
diff --git a/compiler/tests/21_hspice_delay_test.py b/compiler/tests/21_hspice_delay_test.py
index 26735870..8be7152c 100755
--- a/compiler/tests/21_hspice_delay_test.py
+++ b/compiler/tests/21_hspice_delay_test.py
@@ -49,9 +49,7 @@ class timing_sram_test(openram_test):
         data, port_data = d.analyze(probe_address, probe_data, slews, loads)
         #Combine info about port into all data
         data.update(port_data[0])
-
-        print(data)
-        
+     
         if OPTS.tech_name == "freepdk45":
             golden_data = {'delay_hl': [0.2011],
                          'delay_lh': [0.2011],
diff --git a/compiler/tests/28_delay_model_test.py b/compiler/tests/28_delay_model_test.py
index 74ad22f3..8f9154e0 100755
--- a/compiler/tests/28_delay_model_test.py
+++ b/compiler/tests/28_delay_model_test.py
@@ -18,6 +18,8 @@ class delay_model_test(openram_test):
         OPTS.spice_name="hspice"
         OPTS.analytical_delay = False
         OPTS.netlist_only = True
+        OPTS.trim_netlist = False
+        debug.info(1, "Trimming disabled for this test. Simulation could be slow.")
         
         # This is a hack to reload the characterizer __init__ with the spice version
         from importlib import reload
diff --git a/compiler/tests/testutils.py b/compiler/tests/testutils.py
index 6b2a7dcf..74d97960 100755
--- a/compiler/tests/testutils.py
+++ b/compiler/tests/testutils.py
@@ -62,6 +62,7 @@ class openram_test(unittest.TestCase):
         delay_obj.set_load_slew(load, slew)
         delay_obj.set_probe(probe_address="1"*sram.addr_size, probe_data=(sram.word_size-1))
         test_port = delay_obj.read_ports[0] #Only test one port, assumes other ports have similar period.
+        delay_obj.create_measurement_objects()
         delay_obj.find_feasible_period_one_port(test_port) 
         return delay_obj.period        
             

From 5bbc43d0a0cb9d4911388dd81d8088eace5b90b0 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 17 Jan 2019 01:59:41 -0800
Subject: [PATCH 11/77] Added data collection of wordline and s_en
 measurements.

---
 compiler/characterizer/model_check.py | 49 +++++++++++++++++++++------
 compiler/tests/28_delay_model_test.py |  5 +--
 2 files changed, 42 insertions(+), 12 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 94b200bc..03d7982a 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -21,6 +21,11 @@ class model_check(delay):
     def __init__(self, sram, spfile, corner):
         delay.__init__(self,sram,spfile,corner)
         self.period = tech.spice["feasible_period"]
+        self.create_data_names()
+    
+    def create_data_names(self):
+        self.wl_meas_name, self.wl_model_name = "wl_measures", "wl_model"
+        self.sae_meas_name, self.sae_model_name = "sae_measures", "sae_model"
         
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
@@ -40,6 +45,16 @@ class model_check(delay):
         self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in", "Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1", "Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
         self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en", "Xsram.Xcontrol0.Xbuf_s_en.zb_int", "Xsram.s_en0"]
     
+    def get_all_signal_names(self):
+        """Returns all signals names as a dict indexed by hardcoded names. Useful for writing the head of the CSV."""
+        name_dict = {}
+        #Signal names are more descriptive than the measurement names, first value trimmed to match size of measurements names.
+        name_dict[self.wl_meas_name] = self.wl_signal_names[1:]
+        name_dict[self.wl_model_name] = name_dict["wl_measures"] #model uses same names as measured.
+        name_dict[self.sae_meas_name] = self.rbl_en_signal_names[1:]+self.sae_signal_names[1:]
+        name_dict[self.sae_model_name] = name_dict["sae_measures"]
+        return name_dict
+    
     def create_measurement_objects(self):
         """Create the measurements used for read and write ports"""
         self.create_wordline_measurement_objects()
@@ -181,10 +196,10 @@ class model_check(delay):
     def min_max_normalization(self, value_list):
         """Re-scales input values on a range from 0-1 where min(list)=0, max(list)=1"""
         scaled_values = []
-        min_val = min(value_list)
-        min_max_diff = max(value_list) - min_val
+        min_max_diff = max(value_list) - min(value_list)
+        average = sum(value_list)/len(value_list)
         for value in value_list:
-            scaled_values.append((value-min_val)/(min_max_diff))
+            scaled_values.append((value-average)/(min_max_diff))
         return scaled_values
         
     def calculate_error_l2_norm(self, list_a, list_b):    
@@ -193,6 +208,15 @@ class model_check(delay):
         for val_a, val_b in zip(list_a, list_b):
             error_list.append((val_a-val_b)**2)
         return error_list
+    
+    def compare_measured_and_model(self, measured_vals, model_vals):
+        """First scales both inputs into similar ranges and then compares the error between both."""
+        scaled_meas = self.min_max_normalization(measured_vals)
+        debug.info(1, "Scaled measurements:\n{}".format(scaled_meas))
+        scaled_model = self.min_max_normalization(model_vals)
+        debug.info(1, "Scaled model:\n{}".format(scaled_model))
+        errors = self.calculate_error_l2_norm(scaled_meas, scaled_model)
+        debug.info(1, "Errors:\n{}\n".format(errors))
         
     def analyze(self, probe_address, probe_data, slews, loads):
         """Measures entire delay path along the wordline and sense amp enable and compare it to the model delays."""
@@ -200,6 +224,7 @@ class model_check(delay):
         self.load=max(loads)
         self.slew=max(slews)
         self.create_measurement_objects()
+        data_dict = {}
         
         read_port = self.read_ports[0] #only test the first read port
         self.targ_read_ports = [read_port]
@@ -216,14 +241,18 @@ class model_check(delay):
         debug.info(1,"SAE model delays:\n\t {}".format(sae_model_delays))
         debug.info(1,"Measured SAE slews:\n\t {}".format(sae_slews[read_port]))
         
-        scaled_wl_meas = self.min_max_normalization(wl_delays[read_port])
-        debug.info(1, "Scaled wordline delays:\n{}".format(scaled_wl_meas))
-        scaled_wl_model = self.min_max_normalization(wl_model_delays)
-        debug.info(1, "Scaled wordline model:\n{}".format(scaled_wl_model))
-        errors = self.calculate_error_l2_norm(scaled_wl_meas, scaled_wl_model)
-        debug.info(1, "Model errors:\n{}".format(errors))
+        data_dict[self.wl_meas_name] = wl_delays[read_port]
+        data_dict[self.wl_model_name] = wl_model_delays
+        data_dict[self.sae_meas_name] = sae_delays[read_port]
+        data_dict[self.sae_model_name] = sae_model_delays
         
-        return wl_delays, sae_delays
+        #Some evaluations of the model and measured values
+        debug.info(1, "Comparing wordline measurements and model.")
+        self.compare_measured_and_model(wl_delays[read_port], wl_model_delays)
+        debug.info(1, "Comparing SAE measurements and model")
+        self.compare_measured_and_model(sae_delays[read_port], sae_model_delays)
+        
+        return data_dict
 
         
     
diff --git a/compiler/tests/28_delay_model_test.py b/compiler/tests/28_delay_model_test.py
index 8f9154e0..a02a42e9 100755
--- a/compiler/tests/28_delay_model_test.py
+++ b/compiler/tests/28_delay_model_test.py
@@ -25,10 +25,11 @@ class delay_model_test(openram_test):
         from importlib import reload
         import characterizer
         reload(characterizer)
+        
         from characterizer import model_check
         from sram import sram
         from sram_config import sram_config
-        c = sram_config(word_size=1,
+        c = sram_config(word_size=4,
                         num_words=16,
                         num_banks=1)
         c.words_per_row=1
@@ -48,7 +49,7 @@ class delay_model_test(openram_test):
         import tech
         loads = [tech.spice["msflop_in_cap"]*4]
         slews = [tech.spice["rise_time"]*2]
-        wl_data, sae_data = mc.analyze(probe_address, probe_data, slews, loads)
+        sram_data = mc.analyze(probe_address, probe_data, slews, loads)
         #Combine info about port into all data
 
         #debug.info(1,"Data:\n{}".format(wl_data))

From 4ced6be6bdf63985d4d9434a856700b4aafd1395 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 17 Jan 2019 09:54:34 -0800
Subject: [PATCH 12/77] Added data collection and some initial data

---
 compiler/tests/delay_data_collection.py       | 137 ++++++++++++++++++
 .../tests/model_data/data_sae_measures.csv    |   3 +
 compiler/tests/model_data/data_sae_model.csv  |   3 +
 .../tests/model_data/data_wl_measures.csv     |   3 +
 compiler/tests/model_data/data_wl_model.csv   |   3 +
 5 files changed, 149 insertions(+)
 create mode 100644 compiler/tests/delay_data_collection.py
 create mode 100644 compiler/tests/model_data/data_sae_measures.csv
 create mode 100644 compiler/tests/model_data/data_sae_model.csv
 create mode 100644 compiler/tests/model_data/data_wl_measures.csv
 create mode 100644 compiler/tests/model_data/data_wl_model.csv

diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
new file mode 100644
index 00000000..b5af25fc
--- /dev/null
+++ b/compiler/tests/delay_data_collection.py
@@ -0,0 +1,137 @@
+#!/usr/bin/env python3
+"""
+Run a regression test on various srams
+"""
+
+import unittest
+from testutils import header,openram_test
+import sys,os
+sys.path.append(os.path.join(sys.path[0],".."))
+import globals
+from globals import OPTS
+import debug
+import csv
+from sram import sram
+from sram_config import sram_config
+
+MODEL_DIR = "model_data/"
+
+class data_collection(openram_test):
+
+    def runTest(self):
+        self.init_data_gen()
+     
+        #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
+        sram_data = self.get_sram_data(1,16,1)
+        self.initialize_csv_file(sram_data)
+        
+        self.add_sram_data_to_csv(sram_data, 1, 16, 1) 
+        
+        #Run openRAM for several size configurations
+        #word_size_list, num_word_list, words_per_row_list = self.get_sram_configs()
+        word_size_list, num_word_list, words_per_row_list = [4], [16], [1] #for quick testing.
+        for word_size in word_size_list:
+            for num_word in num_word_list:
+                for words_per_row in words_per_row_list:
+                    #Unfortunately, init needs to be called everytime
+                    self.init_data_gen()
+                    sram_data = self.get_sram_data(word_size, num_word, words_per_row)
+                    self.add_sram_data_to_csv(sram_data, word_size, num_word, words_per_row)
+        
+        self.close_files()
+        debug.info(1,"Data Generated")
+        globals.end_openram()
+        
+    def init_data_gen(self):
+        """Initialization for the data test to run"""
+        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
+        OPTS.spice_name="hspice" #Much faster than ngspice.
+        OPTS.trim_netlist = False
+        OPTS.netlist_only = True
+        OPTS.analytical_delay = False
+        # This is a hack to reload the characterizer __init__ with the spice version
+        from importlib import reload
+        import characterizer
+        reload(characterizer) 
+
+    def close_files(self):
+        """Closes all files stored in the file dict"""
+        for key,file in self.csv_files.items():
+            file.close()
+            
+    def get_sram_configs(self):
+        """Generate lists of wordsizes, number of words, and column mux size (words per row) to be tested."""
+        min_word_size = 1
+        max_word_size = 16
+        min_num_words_log2 = 4
+        max_num_words_log2 = 8
+        word_sizes = [i for i in range(min_word_size,max_word_size+1)]
+        num_words = [2**i for i in range(min_num_words_log2,max_num_words_log2+1)]
+        words_per_row = [1]
+        return word_sizes, num_words, words_per_row
+    
+    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row):
+        """Writes data to its respective CSV file. There is a CSV for each measurement target (wordline, sense amp enable, and models)"""
+        sram_specs = [word_size,num_words,words_per_row]
+        for data_name, data_values in sram_data.items():
+            self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name])
+        debug.info(2,"Data Added to CSV file.")
+    
+    def initialize_csv_file(self, sram_data):
+        """Opens a CSV file and writer for every data set being written (wl/sae measurements and model values)"""
+        #CSV File writing
+        header_dict = self.delay_obj.get_all_signal_names()
+        self.csv_files = {}
+        self.csv_writers = {}
+        for data_name, header_list in header_dict.items():
+            self.csv_files[data_name] = open('{}data_{}.csv'.format(MODEL_DIR,data_name), 'w')
+            fields = ('word_size', 'num_words', 'words_per_row', *header_list)
+            self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
+            self.csv_writers[data_name].writerow(fields)
+        
+    def get_sram_data(self, word_size, num_words, words_per_row):
+        """Generates the SRAM based on input configuration and returns the data."""
+        from characterizer import model_check
+        c = sram_config(word_size=word_size,
+                        num_words=num_words,
+                        num_banks=1)
+        #minimum 16 rows. Most sizes below 16*16 will try to automatically use less rows unless enforced.
+        #if word_size*num_words < 256:
+        c.words_per_row=words_per_row #Force no column mux until incorporated into analytical delay.
+            
+        debug.info(1, "Getting data for {} bit, {} words SRAM with 1 bank".format(word_size, num_words))
+        s = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
+
+        tempspice = OPTS.openram_temp + "temp.sp"
+        s.sp_write(tempspice)
+
+        corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
+        self.delay_obj = model_check(s.s, tempspice, corner)
+        
+        import tech
+        #Only 1 at a time
+        probe_address = "1" * s.s.addr_size
+        probe_data = s.s.word_size - 1
+        loads = [tech.spice["msflop_in_cap"]*4]
+        slews = [tech.spice["rise_time"]*2]
+
+        sram_data = self.delay_obj.analyze(probe_address,probe_data,slews,loads)
+        return sram_data
+       
+    def remove_lists_from_dict(self, dict):
+        """Check all the values in the dict and replaces the list items with its first value."""
+       #This is useful because the tests performed here only generate 1 value but a list
+       #with 1 item makes writing it to a csv later harder.
+        for key in dict.keys():
+            if type(dict[key]) is list:
+                if len(dict[key]) > 0:
+                    dict[key] = dict[key][0]
+                else:
+                    del dict[key]
+                
+# instantiate a copdsay of the class to actually run the test
+if __name__ == "__main__":
+    (OPTS, args) = globals.parse_args()
+    del sys.argv[1:]
+    header(__file__, OPTS.tech_name)
+    unittest.main()
diff --git a/compiler/tests/model_data/data_sae_measures.csv b/compiler/tests/model_data/data_sae_measures.csv
new file mode 100644
index 00000000..29b9ee07
--- /dev/null
+++ b/compiler/tests/model_data/data_sae_measures.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
+1,16,1,0.1073407,0.010667,0.1317698,0.0910598,0.04802989999999999,0.1304522,0.0164942
+4,16,1,0.10635089999999998,0.010598499999999999,0.1315219,0.0911604,0.048601,0.12349109999999999,0.05874360000000001
diff --git a/compiler/tests/model_data/data_sae_model.csv b/compiler/tests/model_data/data_sae_model.csv
new file mode 100644
index 00000000..25a56d9e
--- /dev/null
+++ b/compiler/tests/model_data/data_sae_model.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
+1,16,1,5.0,0.75,4.5,5.5,2.5,4.5,1.09375
+4,16,1,5.0,0.75,4.5,5.5,2.5,4.5,1.09375
diff --git a/compiler/tests/model_data/data_wl_measures.csv b/compiler/tests/model_data/data_wl_measures.csv
new file mode 100644
index 00000000..95aa4044
--- /dev/null
+++ b/compiler/tests/model_data/data_wl_measures.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+1,16,1,0.1257435,0.0364958,0.051171100000000004,0.020759299999999998
+4,16,1,0.124175,0.03654059999999999,0.0507837,0.0433494
diff --git a/compiler/tests/model_data/data_wl_model.csv b/compiler/tests/model_data/data_wl_model.csv
new file mode 100644
index 00000000..ae601f49
--- /dev/null
+++ b/compiler/tests/model_data/data_wl_model.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+1,16,1,1.5,21.833333333333332,2.0,1.1666666666666665
+4,16,1,2.5,11.166666666666666,2.0,3.1666666666666665

From 5885e3b635302d10e0d2f1bb527014cb99f44ec8 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Fri, 18 Jan 2019 00:23:50 -0800
Subject: [PATCH 13/77] Removed carriage returns, adjusted signal names
 generation for variable delay chain size.

---
 compiler/characterizer/model_check.py   |  14 +-
 compiler/tests/delay_data_collection.py | 274 ++++++++++++------------
 2 files changed, 147 insertions(+), 141 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 03d7982a..059227e1 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -33,8 +33,10 @@ class model_check(delay):
         self.wl_delay_meas_names = ["delay_wl_en_bar", "delay_wl_en", "delay_dvr_en_bar", "delay_wl"]
         self.wl_slew_meas_names = ["slew_wl_gated_clk_bar","slew_wl_en_bar", "slew_wl_en", "slew_drv_en_bar", "slew_wl"]
         
-        self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in", "delay_delay_chain_stage_1", "delay_delay_chain_stage_2"]
-        self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in", "slew_delay_chain_stage_1", "slew_delay_chain_stage_2"]
+        dc_delay_names = ["delay_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
+        self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in"]+dc_delay_names
+        dc_slew_names = ["slew_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
+        self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in"]+dc_slew_names
         self.sae_delay_meas_names = ["delay_pre_sen", "delay_sen_bar", "delay_sen"]
         self.sae_slew_meas_names = ["slew_replica_bl0", "slew_pre_sen", "slew_sen_bar", "slew_sen"]
        
@@ -42,7 +44,8 @@ class model_check(delay):
         delay.create_signal_names(self)
         #Signal names are all hardcoded, need to update to make it work for probe address and different configurations.
         self.wl_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xbuf_wl_en.zb_int", "Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_15", "Xsram.Xbank0.wl_15"]
-        self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in", "Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1", "Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
+        delay_chain_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_{}".format(stage) for stage in range(1,self.get_num_delay_stages())] + ["Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
+        self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in"] + delay_chain_signal_names
         self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en", "Xsram.Xcontrol0.Xbuf_s_en.zb_int", "Xsram.s_en0"]
     
     def get_all_signal_names(self):
@@ -178,7 +181,10 @@ class model_check(delay):
     def get_model_delays(self, port):
         """Get model delays based on port. Currently assumes single RW port."""
         return self.sram.control_logic_rw.get_wl_sen_delays()
-            
+     
+    def get_num_delay_stages(self):
+        return len(self.sram.control_logic_rw.replica_bitline.delay_fanout_list)
+     
     def scale_delays(self, delay_list):
         """Takes in a list of measured delays and convert it to simple units to easily compare to model values."""
         converted_values = []
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index b5af25fc..ac10b98c 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -1,137 +1,137 @@
-#!/usr/bin/env python3
-"""
-Run a regression test on various srams
-"""
-
-import unittest
-from testutils import header,openram_test
-import sys,os
-sys.path.append(os.path.join(sys.path[0],".."))
-import globals
-from globals import OPTS
-import debug
-import csv
-from sram import sram
-from sram_config import sram_config
-
-MODEL_DIR = "model_data/"
-
-class data_collection(openram_test):
-
-    def runTest(self):
-        self.init_data_gen()
-     
-        #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
-        sram_data = self.get_sram_data(1,16,1)
-        self.initialize_csv_file(sram_data)
-        
-        self.add_sram_data_to_csv(sram_data, 1, 16, 1) 
-        
-        #Run openRAM for several size configurations
-        #word_size_list, num_word_list, words_per_row_list = self.get_sram_configs()
-        word_size_list, num_word_list, words_per_row_list = [4], [16], [1] #for quick testing.
-        for word_size in word_size_list:
-            for num_word in num_word_list:
-                for words_per_row in words_per_row_list:
-                    #Unfortunately, init needs to be called everytime
-                    self.init_data_gen()
-                    sram_data = self.get_sram_data(word_size, num_word, words_per_row)
-                    self.add_sram_data_to_csv(sram_data, word_size, num_word, words_per_row)
-        
-        self.close_files()
-        debug.info(1,"Data Generated")
-        globals.end_openram()
-        
-    def init_data_gen(self):
-        """Initialization for the data test to run"""
-        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
-        OPTS.spice_name="hspice" #Much faster than ngspice.
-        OPTS.trim_netlist = False
-        OPTS.netlist_only = True
-        OPTS.analytical_delay = False
-        # This is a hack to reload the characterizer __init__ with the spice version
-        from importlib import reload
-        import characterizer
-        reload(characterizer) 
-
-    def close_files(self):
-        """Closes all files stored in the file dict"""
-        for key,file in self.csv_files.items():
-            file.close()
-            
-    def get_sram_configs(self):
-        """Generate lists of wordsizes, number of words, and column mux size (words per row) to be tested."""
-        min_word_size = 1
-        max_word_size = 16
-        min_num_words_log2 = 4
-        max_num_words_log2 = 8
-        word_sizes = [i for i in range(min_word_size,max_word_size+1)]
-        num_words = [2**i for i in range(min_num_words_log2,max_num_words_log2+1)]
-        words_per_row = [1]
-        return word_sizes, num_words, words_per_row
-    
-    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row):
-        """Writes data to its respective CSV file. There is a CSV for each measurement target (wordline, sense amp enable, and models)"""
-        sram_specs = [word_size,num_words,words_per_row]
-        for data_name, data_values in sram_data.items():
-            self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name])
-        debug.info(2,"Data Added to CSV file.")
-    
-    def initialize_csv_file(self, sram_data):
-        """Opens a CSV file and writer for every data set being written (wl/sae measurements and model values)"""
-        #CSV File writing
-        header_dict = self.delay_obj.get_all_signal_names()
-        self.csv_files = {}
-        self.csv_writers = {}
-        for data_name, header_list in header_dict.items():
-            self.csv_files[data_name] = open('{}data_{}.csv'.format(MODEL_DIR,data_name), 'w')
-            fields = ('word_size', 'num_words', 'words_per_row', *header_list)
-            self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
-            self.csv_writers[data_name].writerow(fields)
-        
-    def get_sram_data(self, word_size, num_words, words_per_row):
-        """Generates the SRAM based on input configuration and returns the data."""
-        from characterizer import model_check
-        c = sram_config(word_size=word_size,
-                        num_words=num_words,
-                        num_banks=1)
-        #minimum 16 rows. Most sizes below 16*16 will try to automatically use less rows unless enforced.
-        #if word_size*num_words < 256:
-        c.words_per_row=words_per_row #Force no column mux until incorporated into analytical delay.
-            
-        debug.info(1, "Getting data for {} bit, {} words SRAM with 1 bank".format(word_size, num_words))
-        s = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
-
-        tempspice = OPTS.openram_temp + "temp.sp"
-        s.sp_write(tempspice)
-
-        corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
-        self.delay_obj = model_check(s.s, tempspice, corner)
-        
-        import tech
-        #Only 1 at a time
-        probe_address = "1" * s.s.addr_size
-        probe_data = s.s.word_size - 1
-        loads = [tech.spice["msflop_in_cap"]*4]
-        slews = [tech.spice["rise_time"]*2]
-
-        sram_data = self.delay_obj.analyze(probe_address,probe_data,slews,loads)
-        return sram_data
-       
-    def remove_lists_from_dict(self, dict):
-        """Check all the values in the dict and replaces the list items with its first value."""
-       #This is useful because the tests performed here only generate 1 value but a list
-       #with 1 item makes writing it to a csv later harder.
-        for key in dict.keys():
-            if type(dict[key]) is list:
-                if len(dict[key]) > 0:
-                    dict[key] = dict[key][0]
-                else:
-                    del dict[key]
-                
-# instantiate a copdsay of the class to actually run the test
-if __name__ == "__main__":
-    (OPTS, args) = globals.parse_args()
-    del sys.argv[1:]
-    header(__file__, OPTS.tech_name)
-    unittest.main()
+#!/usr/bin/env python3
+"""
+Run a regression test on various srams
+"""
+
+import unittest
+from testutils import header,openram_test
+import sys,os
+sys.path.append(os.path.join(sys.path[0],".."))
+import globals
+from globals import OPTS
+import debug
+import csv
+from sram import sram
+from sram_config import sram_config
+
+MODEL_DIR = "model_data/"
+
+class data_collection(openram_test):
+
+    def runTest(self):
+        self.init_data_gen()
+     
+        #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
+        sram_data = self.get_sram_data(1,16,1)
+        self.initialize_csv_file(sram_data)
+        
+        self.add_sram_data_to_csv(sram_data, 1, 16, 1) 
+        
+        #Run openRAM for several size configurations
+        #word_size_list, num_word_list, words_per_row_list = self.get_sram_configs()
+        word_size_list, num_word_list, words_per_row_list = [4], [16], [1] #for quick testing.
+        for word_size in word_size_list:
+            for num_word in num_word_list:
+                for words_per_row in words_per_row_list:
+                    #Unfortunately, init needs to be called everytime
+                    self.init_data_gen()
+                    sram_data = self.get_sram_data(word_size, num_word, words_per_row)
+                    self.add_sram_data_to_csv(sram_data, word_size, num_word, words_per_row)
+        
+        self.close_files()
+        debug.info(1,"Data Generated")
+        globals.end_openram()
+        
+    def init_data_gen(self):
+        """Initialization for the data test to run"""
+        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
+        OPTS.spice_name="hspice" #Much faster than ngspice.
+        OPTS.trim_netlist = False
+        OPTS.netlist_only = True
+        OPTS.analytical_delay = False
+        # This is a hack to reload the characterizer __init__ with the spice version
+        from importlib import reload
+        import characterizer
+        reload(characterizer) 
+
+    def close_files(self):
+        """Closes all files stored in the file dict"""
+        for key,file in self.csv_files.items():
+            file.close()
+            
+    def get_sram_configs(self):
+        """Generate lists of wordsizes, number of words, and column mux size (words per row) to be tested."""
+        min_word_size = 1
+        max_word_size = 16
+        min_num_words_log2 = 4
+        max_num_words_log2 = 8
+        word_sizes = [i for i in range(min_word_size,max_word_size+1)]
+        num_words = [2**i for i in range(min_num_words_log2,max_num_words_log2+1)]
+        words_per_row = [1]
+        return word_sizes, num_words, words_per_row
+    
+    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row):
+        """Writes data to its respective CSV file. There is a CSV for each measurement target (wordline, sense amp enable, and models)"""
+        sram_specs = [word_size,num_words,words_per_row]
+        for data_name, data_values in sram_data.items():
+            self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name])
+        debug.info(2,"Data Added to CSV file.")
+    
+    def initialize_csv_file(self, sram_data):
+        """Opens a CSV file and writer for every data set being written (wl/sae measurements and model values)"""
+        #CSV File writing
+        header_dict = self.delay_obj.get_all_signal_names()
+        self.csv_files = {}
+        self.csv_writers = {}
+        for data_name, header_list in header_dict.items():
+            self.csv_files[data_name] = open('{}data_{}.csv'.format(MODEL_DIR,data_name), 'w')
+            fields = ('word_size', 'num_words', 'words_per_row', *header_list)
+            self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
+            self.csv_writers[data_name].writerow(fields)
+        
+    def get_sram_data(self, word_size, num_words, words_per_row):
+        """Generates the SRAM based on input configuration and returns the data."""
+        from characterizer import model_check
+        c = sram_config(word_size=word_size,
+                        num_words=num_words,
+                        num_banks=1)
+        #minimum 16 rows. Most sizes below 16*16 will try to automatically use less rows unless enforced.
+        #if word_size*num_words < 256:
+        c.words_per_row=words_per_row #Force no column mux until incorporated into analytical delay.
+            
+        debug.info(1, "Getting data for {} bit, {} words SRAM with 1 bank".format(word_size, num_words))
+        s = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
+
+        tempspice = OPTS.openram_temp + "temp.sp"
+        s.sp_write(tempspice)
+
+        corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
+        self.delay_obj = model_check(s.s, tempspice, corner)
+        
+        import tech
+        #Only 1 at a time
+        probe_address = "1" * s.s.addr_size
+        probe_data = s.s.word_size - 1
+        loads = [tech.spice["msflop_in_cap"]*4]
+        slews = [tech.spice["rise_time"]*2]
+
+        sram_data = self.delay_obj.analyze(probe_address,probe_data,slews,loads)
+        return sram_data
+       
+    def remove_lists_from_dict(self, dict):
+        """Check all the values in the dict and replaces the list items with its first value."""
+       #This is useful because the tests performed here only generate 1 value but a list
+       #with 1 item makes writing it to a csv later harder.
+        for key in dict.keys():
+            if type(dict[key]) is list:
+                if len(dict[key]) > 0:
+                    dict[key] = dict[key][0]
+                else:
+                    del dict[key]
+                
+# instantiate a copdsay of the class to actually run the test
+if __name__ == "__main__":
+    (OPTS, args) = globals.parse_args()
+    del sys.argv[1:]
+    header(__file__, OPTS.tech_name)
+    unittest.main()

From 6d3884d60ddb6ac96c9ce57e11e87f538b138dda Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 22 Jan 2019 16:40:46 -0800
Subject: [PATCH 14/77] Added corner data collection.

---
 compiler/characterizer/model_check.py         |  2 +-
 compiler/tests/config_data.py                 |  9 ++
 compiler/tests/delay_data_collection.py       | 92 +++++++++++--------
 .../data_4b_16word_1way_sae_measures.csv      |  3 +
 .../data_4b_16word_1way_sae_model.csv         |  3 +
 .../data_4b_16word_1way_wl_measures.csv       |  3 +
 .../data_4b_16word_1way_wl_model.csv          |  3 +
 .../tests/model_data/data_sae_measures.csv    |  3 -
 compiler/tests/model_data/data_sae_model.csv  |  3 -
 .../tests/model_data/data_wl_measures.csv     |  3 -
 compiler/tests/model_data/data_wl_model.csv   |  3 -
 technology/freepdk45/tech/tech.py             |  7 +-
 technology/scn4m_subm/tech/tech.py            |  7 +-
 13 files changed, 90 insertions(+), 51 deletions(-)
 create mode 100755 compiler/tests/config_data.py
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_sae_model.csv
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_wl_model.csv
 delete mode 100644 compiler/tests/model_data/data_sae_measures.csv
 delete mode 100644 compiler/tests/model_data/data_sae_model.csv
 delete mode 100644 compiler/tests/model_data/data_wl_measures.csv
 delete mode 100644 compiler/tests/model_data/data_wl_model.csv

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 059227e1..12174a4b 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -235,7 +235,7 @@ class model_check(delay):
         read_port = self.read_ports[0] #only test the first read port
         self.targ_read_ports = [read_port]
         self.targ_write_ports = [self.write_ports[0]]
-        debug.info(1,"Bitline swing test: corner {}".format(self.corner))
+        debug.info(1,"Model test: corner {}".format(self.corner))
         (success, wl_delays, sae_delays, wl_slews, sae_slews)=self.run_delay_simulation()
         debug.check(success, "Model measurements Failed: period={}".format(self.period))
         wl_model_delays, sae_model_delays = self.get_model_delays(read_port)
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
new file mode 100755
index 00000000..31a28dfe
--- /dev/null
+++ b/compiler/tests/config_data.py
@@ -0,0 +1,9 @@
+word_size = 1
+num_words = 16
+
+tech_name = "freepdk45"
+process_corners = ["TT", "FF"]
+supply_voltages = [1.0]
+temperatures = [25]
+
+
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index ac10b98c..d3906d39 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -21,30 +21,33 @@ class data_collection(openram_test):
     def runTest(self):
         self.init_data_gen()
      
+        word_size, num_words, words_per_row = 4, 16, 1 
+        self.evalulate_sram_on_corners(word_size, num_words, words_per_row)
+        globals.end_openram()
+    
+    def evalulate_sram_on_corners(self, word_size, num_words, words_per_row):
+        """Performs corner analysis on a single SRAM configuration"""
+        self.create_sram(word_size, num_words, words_per_row)
         #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
-        sram_data = self.get_sram_data(1,16,1)
-        self.initialize_csv_file(sram_data)
-        
-        self.add_sram_data_to_csv(sram_data, 1, 16, 1) 
-        
-        #Run openRAM for several size configurations
-        #word_size_list, num_word_list, words_per_row_list = self.get_sram_configs()
-        word_size_list, num_word_list, words_per_row_list = [4], [16], [1] #for quick testing.
-        for word_size in word_size_list:
-            for num_word in num_word_list:
-                for words_per_row in words_per_row_list:
-                    #Unfortunately, init needs to be called everytime
-                    self.init_data_gen()
-                    sram_data = self.get_sram_data(word_size, num_word, words_per_row)
-                    self.add_sram_data_to_csv(sram_data, word_size, num_word, words_per_row)
+        corner_gen = self.corner_combination_generator()
+        init_corner = next(corner_gen)
+        sram_data = self.get_sram_data(init_corner)
+        self.initialize_csv_file(sram_data, word_size, num_words, words_per_row)
+        self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, init_corner) 
         
+        #Run openRAM for all corners
+        for corner in corner_gen:
+            sram_data = self.get_sram_data(corner)
+            self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, corner)
+            
         self.close_files()
         debug.info(1,"Data Generated")
-        globals.end_openram()
         
     def init_data_gen(self):
         """Initialization for the data test to run"""
-        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
+        globals.init_openram("config_data")
+        if OPTS.tech_name == "scmos":
+            debug.warning("Device models not up to date with scn4m technology.")
         OPTS.spice_name="hspice" #Much faster than ngspice.
         OPTS.trim_netlist = False
         OPTS.netlist_only = True
@@ -58,7 +61,18 @@ class data_collection(openram_test):
         """Closes all files stored in the file dict"""
         for key,file in self.csv_files.items():
             file.close()
-            
+   
+    def corner_combination_generator(self):
+        """Generates corner using a combination of values from config file"""
+        processes = OPTS.process_corners
+        voltages = OPTS.supply_voltages
+        temperatures = OPTS.temperatures
+        for proc in processes:
+            for volt in voltages:
+                for temp in temperatures:
+                    yield (proc, volt, temp)
+        
+        
     def get_sram_configs(self):
         """Generate lists of wordsizes, number of words, and column mux size (words per row) to be tested."""
         min_word_size = 1
@@ -70,28 +84,32 @@ class data_collection(openram_test):
         words_per_row = [1]
         return word_sizes, num_words, words_per_row
     
-    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row):
+    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row, corner):
         """Writes data to its respective CSV file. There is a CSV for each measurement target (wordline, sense amp enable, and models)"""
-        sram_specs = [word_size,num_words,words_per_row]
+        sram_specs = [word_size,num_words,words_per_row,*corner]
         for data_name, data_values in sram_data.items():
             self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name])
         debug.info(2,"Data Added to CSV file.")
     
-    def initialize_csv_file(self, sram_data):
+    def initialize_csv_file(self, sram_data, word_size, num_words, words_per_row):
         """Opens a CSV file and writer for every data set being written (wl/sae measurements and model values)"""
         #CSV File writing
         header_dict = self.delay_obj.get_all_signal_names()
         self.csv_files = {}
         self.csv_writers = {}
         for data_name, header_list in header_dict.items():
-            self.csv_files[data_name] = open('{}data_{}.csv'.format(MODEL_DIR,data_name), 'w')
-            fields = ('word_size', 'num_words', 'words_per_row', *header_list)
+            file_name = '{}data_{}b_{}word_{}way_{}.csv'.format(MODEL_DIR,
+                                                                word_size, 
+                                                                num_words, 
+                                                                words_per_row, 
+                                                                data_name)
+            self.csv_files[data_name] = open(file_name, 'w')
+            fields = ('word_size', 'num_words', 'words_per_row', 'process', 'voltage', 'temp', *header_list)
             self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
             self.csv_writers[data_name].writerow(fields)
-        
-    def get_sram_data(self, word_size, num_words, words_per_row):
-        """Generates the SRAM based on input configuration and returns the data."""
-        from characterizer import model_check
+    
+    def create_sram(self, word_size, num_words, words_per_row):
+        """Generates the SRAM based on input configuration."""
         c = sram_config(word_size=word_size,
                         num_words=num_words,
                         num_banks=1)
@@ -99,19 +117,21 @@ class data_collection(openram_test):
         #if word_size*num_words < 256:
         c.words_per_row=words_per_row #Force no column mux until incorporated into analytical delay.
             
-        debug.info(1, "Getting data for {} bit, {} words SRAM with 1 bank".format(word_size, num_words))
-        s = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
+        debug.info(1, "Creating SRAM: {} bit, {} words, with 1 bank".format(word_size, num_words))
+        self.sram = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
 
-        tempspice = OPTS.openram_temp + "temp.sp"
-        s.sp_write(tempspice)
-
-        corner = (OPTS.process_corners[0], OPTS.supply_voltages[0], OPTS.temperatures[0])
-        self.delay_obj = model_check(s.s, tempspice, corner)
+        self.sram_spice = OPTS.openram_temp + "temp.sp"
+        self.sram.sp_write(self.sram_spice)
+        
+    def get_sram_data(self, corner):
+        """Generates the delay object using the corner and runs a simulation for data."""
+        from characterizer import model_check
+        self.delay_obj = model_check(self.sram.s, self.sram_spice, corner)
         
         import tech
         #Only 1 at a time
-        probe_address = "1" * s.s.addr_size
-        probe_data = s.s.word_size - 1
+        probe_address = "1" * self.sram.s.addr_size
+        probe_data = self.sram.s.word_size - 1
         loads = [tech.spice["msflop_in_cap"]*4]
         slews = [tech.spice["rise_time"]*2]
 
diff --git a/compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv
new file mode 100644
index 00000000..5b11f78a
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
+4,16,1,TT,1.0,25,0.021103999999999998,0.0061908,0.018439,0.017329999999999998,0.0094258,0.018392000000000002,0.011755000000000002
+4,16,1,FF,1.0,25,0.019583,0.005128,0.017439,0.015281,0.008443599999999999,0.017213000000000003,0.010389
diff --git a/compiler/tests/model_data/data_4b_16word_1way_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_sae_model.csv
new file mode 100644
index 00000000..ed1b6dfb
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_sae_model.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
+4,16,1,TT,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
+4,16,1,FF,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
diff --git a/compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv
new file mode 100644
index 00000000..64329d3a
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,0.018438,0.0092547,0.013922,0.008679300000000001
+4,16,1,FF,1.0,25,0.017261,0.008002500000000001,0.012757,0.0077545
diff --git a/compiler/tests/model_data/data_4b_16word_1way_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_wl_model.csv
new file mode 100644
index 00000000..91363e48
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_wl_model.csv
@@ -0,0 +1,3 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,FF,1.0,25,4.4,12.4,5.8,5.4
diff --git a/compiler/tests/model_data/data_sae_measures.csv b/compiler/tests/model_data/data_sae_measures.csv
deleted file mode 100644
index 29b9ee07..00000000
--- a/compiler/tests/model_data/data_sae_measures.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-word_size,num_words,words_per_row,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
-1,16,1,0.1073407,0.010667,0.1317698,0.0910598,0.04802989999999999,0.1304522,0.0164942
-4,16,1,0.10635089999999998,0.010598499999999999,0.1315219,0.0911604,0.048601,0.12349109999999999,0.05874360000000001
diff --git a/compiler/tests/model_data/data_sae_model.csv b/compiler/tests/model_data/data_sae_model.csv
deleted file mode 100644
index 25a56d9e..00000000
--- a/compiler/tests/model_data/data_sae_model.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-word_size,num_words,words_per_row,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
-1,16,1,5.0,0.75,4.5,5.5,2.5,4.5,1.09375
-4,16,1,5.0,0.75,4.5,5.5,2.5,4.5,1.09375
diff --git a/compiler/tests/model_data/data_wl_measures.csv b/compiler/tests/model_data/data_wl_measures.csv
deleted file mode 100644
index 95aa4044..00000000
--- a/compiler/tests/model_data/data_wl_measures.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-word_size,num_words,words_per_row,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-1,16,1,0.1257435,0.0364958,0.051171100000000004,0.020759299999999998
-4,16,1,0.124175,0.03654059999999999,0.0507837,0.0433494
diff --git a/compiler/tests/model_data/data_wl_model.csv b/compiler/tests/model_data/data_wl_model.csv
deleted file mode 100644
index ae601f49..00000000
--- a/compiler/tests/model_data/data_wl_model.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-word_size,num_words,words_per_row,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-1,16,1,1.5,21.833333333333332,2.0,1.1666666666666665
-4,16,1,2.5,11.166666666666666,2.0,3.1666666666666665
diff --git a/technology/freepdk45/tech/tech.py b/technology/freepdk45/tech/tech.py
index ff9b5169..a0ba8cbc 100644
--- a/technology/freepdk45/tech/tech.py
+++ b/technology/freepdk45/tech/tech.py
@@ -271,7 +271,12 @@ spice["fet_models"] = { "TT" : [SPICE_MODEL_DIR+"/models_nom/PMOS_VTG.inc",SPICE
                         "FF" : [SPICE_MODEL_DIR+"/models_ff/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ff/NMOS_VTG.inc"],
                         "SF" : [SPICE_MODEL_DIR+"/models_ss/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ff/NMOS_VTG.inc"],
                         "FS" : [SPICE_MODEL_DIR+"/models_ff/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ss/NMOS_VTG.inc"],
-                        "SS" : [SPICE_MODEL_DIR+"/models_ss/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ss/NMOS_VTG.inc"]}
+                        "SS" : [SPICE_MODEL_DIR+"/models_ss/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ss/NMOS_VTG.inc"],
+                        "ST" : [SPICE_MODEL_DIR+"/models_ss/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_nom/NMOS_VTG.inc"],
+                        "TS" : [SPICE_MODEL_DIR+"/models_nom/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ss/NMOS_VTG.inc"],
+                        "FT" : [SPICE_MODEL_DIR+"/models_ff/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_nom/NMOS_VTG.inc"],
+                        "TF" : [SPICE_MODEL_DIR+"/models_nom/PMOS_VTG.inc",SPICE_MODEL_DIR+"/models_ff/NMOS_VTG.inc"],
+                        }
 
 #spice stimulus related variables
 spice["feasible_period"] = 5         # estimated feasible period in ns
diff --git a/technology/scn4m_subm/tech/tech.py b/technology/scn4m_subm/tech/tech.py
index fe2d686a..1add9937 100755
--- a/technology/scn4m_subm/tech/tech.py
+++ b/technology/scn4m_subm/tech/tech.py
@@ -236,7 +236,12 @@ spice["fet_models"] = { "TT" : [SPICE_MODEL_DIR+"/nom/pmos.sp",SPICE_MODEL_DIR+"
                         "FF" : [SPICE_MODEL_DIR+"/ff/pmos.sp",SPICE_MODEL_DIR+"/ff/nmos.sp"],
                         "FS" : [SPICE_MODEL_DIR+"/ff/pmos.sp",SPICE_MODEL_DIR+"/ss/nmos.sp"],
                         "SF" : [SPICE_MODEL_DIR+"/ss/pmos.sp",SPICE_MODEL_DIR+"/ff/nmos.sp"],                        
-                        "SS" : [SPICE_MODEL_DIR+"/ss/pmos.sp",SPICE_MODEL_DIR+"/ss/nmos.sp"] }
+                        "SS" : [SPICE_MODEL_DIR+"/ss/pmos.sp",SPICE_MODEL_DIR+"/ss/nmos.sp"],
+                        "ST" : [SPICE_MODEL_DIR+"/ss/pmos.sp",SPICE_MODEL_DIR+"/nom/nmos.sp"],
+                        "TS" : [SPICE_MODEL_DIR+"/nom/pmos.sp",SPICE_MODEL_DIR+"/ss/nmos.sp"],
+                        "FT" : [SPICE_MODEL_DIR+"/ff/pmos.sp",SPICE_MODEL_DIR+"/nom/nmos.sp"],
+                        "TF" : [SPICE_MODEL_DIR+"/nom/pmos.sp",SPICE_MODEL_DIR+"/ff/nmos.sp"],
+                        }
                         
 
 #spice stimulus related variables

From d527b7da62d3a85047632d8e7072d8be42ce724b Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 23 Jan 2019 13:19:35 -0800
Subject: [PATCH 15/77] Added delay error calculations

---
 compiler/tests/delay_data_collection.py | 43 +++++++++++++++++++++++--
 1 file changed, 40 insertions(+), 3 deletions(-)

diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index d3906d39..6a8c9fa8 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -13,6 +13,7 @@ import debug
 import csv
 from sram import sram
 from sram_config import sram_config
+import pandas as pd
 
 MODEL_DIR = "model_data/"
 
@@ -22,10 +23,43 @@ class data_collection(openram_test):
         self.init_data_gen()
      
         word_size, num_words, words_per_row = 4, 16, 1 
-        self.evalulate_sram_on_corners(word_size, num_words, words_per_row)
+        #Get data and write to CSV
+        self.save_data_sram_corners(word_size, num_words, words_per_row)
+        
+        #Only care about the measured data for now, select from all file names. Names are defined in model_check
+        wl_dataframe, sae_dataframe = self.get_csv_data()
+        self.evaluate_data(wl_dataframe, sae_dataframe)
+        
         globals.end_openram()
     
-    def evalulate_sram_on_corners(self, word_size, num_words, words_per_row):
+    def get_csv_data(self):
+        """Hardcoded Hack to get the measurement data from the csv into lists. """
+        wl_files_name = [file_name for file_name in self.file_names if "wl_measures" in file_name][0]
+        sae_files_name = [file_name for file_name in self.file_names if "sae_measures" in file_name][0]
+        wl_dataframe = pd.read_csv(wl_files_name,encoding='utf-8')
+        sae_dataframe = pd.read_csv(sae_files_name,encoding='utf-8')
+        return wl_dataframe,sae_dataframe 
+        
+    def evaluate_data(self, wl_dataframe, sae_dataframe):
+        """Analyze the delay error and variation error"""
+        delay_error = self.calculate_delay_error(wl_dataframe, sae_dataframe)
+        debug.info(1, "Delay errors:\n{}".format(delay_error))
+        
+    def calculate_delay_error(self, wl_dataframe, sae_dataframe):
+        """Calculates the percentage difference in delays between the wordline and sense amp enable"""
+        start_data_pos = len(self.config_fields) #items before this point are configuration related
+        error_list = []
+        row_count = 0
+        for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):             
+            debug.info(1, "wl_row:\n{}".format(wl_row))
+            wl_sum = sum(wl_row[start_data_pos+1:])
+            debug.info(1, "wl_sum:\n{}".format(wl_sum))
+            sae_sum = sum(sae_row[start_data_pos+1:])
+            error_list.append(abs((wl_sum-sae_sum)/wl_sum))
+            
+        return error_list
+        
+    def save_data_sram_corners(self, word_size, num_words, words_per_row):
         """Performs corner analysis on a single SRAM configuration"""
         self.create_sram(word_size, num_words, words_per_row)
         #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
@@ -97,14 +131,17 @@ class data_collection(openram_test):
         header_dict = self.delay_obj.get_all_signal_names()
         self.csv_files = {}
         self.csv_writers = {}
+        self.file_names = []
         for data_name, header_list in header_dict.items():
             file_name = '{}data_{}b_{}word_{}way_{}.csv'.format(MODEL_DIR,
                                                                 word_size, 
                                                                 num_words, 
                                                                 words_per_row, 
                                                                 data_name)
+            self.file_names.append(file_name)
             self.csv_files[data_name] = open(file_name, 'w')
-            fields = ('word_size', 'num_words', 'words_per_row', 'process', 'voltage', 'temp', *header_list)
+            self.config_fields = ['word_size', 'num_words', 'words_per_row', 'process', 'voltage', 'temp']
+            fields = (*self.config_fields, *header_list)
             self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
             self.csv_writers[data_name].writerow(fields)
     

From 65c5cc9fe72ab9028c7bab6a2fdba2e68aea62bf Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Thu, 24 Jan 2019 07:09:51 -0800
Subject: [PATCH 16/77] added support for more corner variations

---
 compiler/datasheet/datasheet_gen.py | 15 +++++++++++++++
 1 file changed, 15 insertions(+)

diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 6786c7bf..618629ff 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -21,12 +21,27 @@ def process_name(corner):
     """
     Expands the names of the characterization corner types into something human friendly
     """
+    if corner == "TS":
+        return "Typical - Slow"
     if corner == "TT":
         return "Typical - Typical"
+    if corner == "TF":
+        return "Typical - Fast"
+
     if corner == "SS":
         return "Slow - Slow"
+    if corner == "ST":
+        return "Slow - Typical"
+    if corner == "SF":
+        return "Slow - Fast"
+
+    if corner == "FS":
+        return "Fast - Slow"
+    if corner == "FT":
+        return "Fast - Typical"
     if corner == "FF":
         return "Fast - Fast"
+
     else:
         return "custom"
 

From ee03b4ecb80255f52a4f0c9a86b99810ea1ef8d6 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 24 Jan 2019 09:25:09 -0800
Subject: [PATCH 17/77] Added some data variation checking

---
 compiler/modules/control_logic.py             | 12 ++--
 compiler/tests/config_data.py                 |  2 +-
 compiler/tests/delay_data_collection.py       | 68 +++++++++++++++----
 ...ata_4b_16word_1way_dc2x3_sae_measures.csv} |  3 +
 ...> data_4b_16word_1way_dc2x3_sae_model.csv} |  3 +
 ...data_4b_16word_1way_dc2x3_wl_measures.csv} |  3 +
 ...=> data_4b_16word_1way_dc2x3_wl_model.csv} |  3 +
 ...data_4b_16word_1way_dc4x2_sae_measures.csv |  6 ++
 .../data_4b_16word_1way_dc4x2_sae_model.csv   |  6 ++
 .../data_4b_16word_1way_dc4x2_wl_measures.csv |  6 ++
 .../data_4b_16word_1way_dc4x2_wl_model.csv    |  6 ++
 11 files changed, 96 insertions(+), 22 deletions(-)
 rename compiler/tests/model_data/{data_4b_16word_1way_sae_measures.csv => data_4b_16word_1way_dc2x3_sae_measures.csv} (63%)
 rename compiler/tests/model_data/{data_4b_16word_1way_sae_model.csv => data_4b_16word_1way_dc2x3_sae_model.csv} (71%)
 rename compiler/tests/model_data/{data_4b_16word_1way_wl_measures.csv => data_4b_16word_1way_dc2x3_wl_measures.csv} (59%)
 rename compiler/tests/model_data/{data_4b_16word_1way_wl_model.csv => data_4b_16word_1way_dc2x3_wl_model.csv} (69%)
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
 create mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv

diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 9a945383..fbea31fb 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -112,6 +112,7 @@ class control_logic(design.design):
             c = reload(__import__(OPTS.replica_bitline))
             replica_bitline = getattr(c, OPTS.replica_bitline)
             bitcell_loads = int(math.ceil(self.num_rows * parameter["rbl_height_percentage"]))
+            #Use a model to determine the delays with that heuristic
             if OPTS.use_tech_delay_chain_size: #Use tech parameters if set.
                 delay_stages =  parameter["static_delay_stages"]
                 delay_fanout = parameter["static_fanout_per_stage"]
@@ -119,6 +120,8 @@ class control_logic(design.design):
                 self.replica_bitline = replica_bitline([delay_fanout]*delay_stages,
                                                         bitcell_loads, 
                                                         name="replica_bitline_"+self.port_type)
+                if self.sram != None: #Calculate model value even for specified sizes
+                    self.set_sen_wl_delays()
                 
             else: #Otherwise, use a heuristic and/or model based sizing.
                 #First use a heuristic
@@ -126,13 +129,10 @@ class control_logic(design.design):
                 self.replica_bitline = replica_bitline([delay_fanout_heuristic]*delay_stages_heuristic, 
                                                         bitcell_loads,
                                                         name="replica_bitline_"+self.port_type)
-                
-                #Use a model to determine the delays with that heuristic
-                if self.sram != None:
+                if self.sram != None: #Calculate delays for potential re-sizing
                     self.set_sen_wl_delays()
-               
-                #Resize if necessary
-                if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): #check condition based on resizing method
+                #Resize if necessary, condition depends on resizing method
+                if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): 
                     #This resizes to match fall and rise delays, can make the delay chain weird sizes.
                     # stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
                     # self.replica_bitline = replica_bitline(stage_list, 
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
index 31a28dfe..e605ee8c 100755
--- a/compiler/tests/config_data.py
+++ b/compiler/tests/config_data.py
@@ -2,7 +2,7 @@ word_size = 1
 num_words = 16
 
 tech_name = "freepdk45"
-process_corners = ["TT", "FF"]
+process_corners = ["TT", "FF", "SS", "SF", "FS"]
 supply_voltages = [1.0]
 temperatures = [25]
 
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index 6a8c9fa8..ff23a297 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -2,31 +2,35 @@
 """
 Run a regression test on various srams
 """
+import csv,sys,os
+import pandas as pd
 
 import unittest
 from testutils import header,openram_test
-import sys,os
 sys.path.append(os.path.join(sys.path[0],".."))
 import globals
 from globals import OPTS
 import debug
-import csv
 from sram import sram
 from sram_config import sram_config
-import pandas as pd
 
 MODEL_DIR = "model_data/"
 
 class data_collection(openram_test):
 
     def runTest(self):
-        self.init_data_gen()
-     
-        word_size, num_words, words_per_row = 4, 16, 1 
-        #Get data and write to CSV
-        self.save_data_sram_corners(word_size, num_words, words_per_row)
         
-        #Only care about the measured data for now, select from all file names. Names are defined in model_check
+        word_size, num_words, words_per_row = 4, 16, 1 
+        self.init_data_gen()
+        self.set_delay_chain(2,3)
+        self.save_data_sram_corners(word_size, num_words, words_per_row)
+        wl_dataframe, sae_dataframe = self.get_csv_data()
+        self.evaluate_data(wl_dataframe, sae_dataframe)
+        
+        #Run again but with different delay chain sizes
+        self.init_data_gen() 
+        self.set_delay_chain(4,2)
+        self.save_data_sram_corners(word_size, num_words, words_per_row)
         wl_dataframe, sae_dataframe = self.get_csv_data()
         self.evaluate_data(wl_dataframe, sae_dataframe)
         
@@ -43,7 +47,9 @@ class data_collection(openram_test):
     def evaluate_data(self, wl_dataframe, sae_dataframe):
         """Analyze the delay error and variation error"""
         delay_error = self.calculate_delay_error(wl_dataframe, sae_dataframe)
-        debug.info(1, "Delay errors:\n{}".format(delay_error))
+        debug.info(1, "Delay errors:{}".format(delay_error))
+        variation_error = self.calculate_delay_variation_error(wl_dataframe, sae_dataframe)
+        debug.info(1, "Variation errors:{}".format(variation_error))
         
     def calculate_delay_error(self, wl_dataframe, sae_dataframe):
         """Calculates the percentage difference in delays between the wordline and sense amp enable"""
@@ -51,14 +57,36 @@ class data_collection(openram_test):
         error_list = []
         row_count = 0
         for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):             
-            debug.info(1, "wl_row:\n{}".format(wl_row))
+            debug.info(2, "wl_row:{}".format(wl_row))
             wl_sum = sum(wl_row[start_data_pos+1:])
-            debug.info(1, "wl_sum:\n{}".format(wl_sum))
+            debug.info(2, "wl_sum:{}".format(wl_sum))
             sae_sum = sum(sae_row[start_data_pos+1:])
             error_list.append(abs((wl_sum-sae_sum)/wl_sum))
-            
         return error_list
         
+    def calculate_delay_variation_error(self, wl_dataframe, sae_dataframe):
+        """Measures a base delay from the first corner then the variations from that base"""
+        start_data_pos = len(self.config_fields)
+        variation_error_list = []
+        count = 0
+        for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):
+            if count == 0:
+                #Create a base delay, variation is defined as the difference between this base
+                wl_base = sum(wl_row[start_data_pos+1:])
+                debug.info(1, "wl_sum base:{}".format(wl_base))
+                sae_base = sum(sae_row[start_data_pos+1:])
+                variation_error_list.append(0.0)
+            else:
+                #Calculate the variation from the respective base and then difference between the variations
+                wl_sum = sum(wl_row[start_data_pos+1:])
+                wl_base_diff = abs((wl_base-wl_sum)/wl_base)
+                sae_sum = sum(sae_row[start_data_pos+1:])
+                sae_base_diff = abs((sae_base-sae_sum)/sae_base)
+                variation_diff = abs((wl_base_diff-sae_base_diff)/wl_base_diff)
+                variation_error_list.append(variation_diff)
+            count+=1
+        return variation_error_list
+        
     def save_data_sram_corners(self, word_size, num_words, words_per_row):
         """Performs corner analysis on a single SRAM configuration"""
         self.create_sram(word_size, num_words, words_per_row)
@@ -80,17 +108,25 @@ class data_collection(openram_test):
     def init_data_gen(self):
         """Initialization for the data test to run"""
         globals.init_openram("config_data")
+        from tech import parameter
+        global parameter
         if OPTS.tech_name == "scmos":
             debug.warning("Device models not up to date with scn4m technology.")
         OPTS.spice_name="hspice" #Much faster than ngspice.
         OPTS.trim_netlist = False
         OPTS.netlist_only = True
         OPTS.analytical_delay = False
+        OPTS.use_tech_delay_chain_size = True
         # This is a hack to reload the characterizer __init__ with the spice version
         from importlib import reload
         import characterizer
         reload(characterizer) 
 
+    def set_delay_chain(self, stages, fanout):
+        """Force change the parameter in the tech file to specify a delay chain configuration"""
+        parameter["static_delay_stages"] = stages
+        parameter["static_fanout_per_stage"] = fanout
+        
     def close_files(self):
         """Closes all files stored in the file dict"""
         for key,file in self.csv_files.items():
@@ -133,10 +169,12 @@ class data_collection(openram_test):
         self.csv_writers = {}
         self.file_names = []
         for data_name, header_list in header_dict.items():
-            file_name = '{}data_{}b_{}word_{}way_{}.csv'.format(MODEL_DIR,
+            file_name = '{}data_{}b_{}word_{}way_dc{}x{}_{}.csv'.format(MODEL_DIR,
                                                                 word_size, 
                                                                 num_words, 
-                                                                words_per_row, 
+                                                                words_per_row,
+                                                                parameter["static_delay_stages"],
+                                                                parameter["static_fanout_per_stage"],
                                                                 data_name)
             self.file_names.append(file_name)
             self.csv_files[data_name] = open(file_name, 'w')
diff --git a/compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
similarity index 63%
rename from compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv
rename to compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
index 5b11f78a..696761c8 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_sae_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
@@ -1,3 +1,6 @@
 word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
 4,16,1,TT,1.0,25,0.021103999999999998,0.0061908,0.018439,0.017329999999999998,0.0094258,0.018392000000000002,0.011755000000000002
 4,16,1,FF,1.0,25,0.019583,0.005128,0.017439,0.015281,0.008443599999999999,0.017213000000000003,0.010389
+4,16,1,SS,1.0,25,0.022932,0.0074386999999999995,0.019891000000000002,0.019466,0.010501,0.019849,0.013432
+4,16,1,SF,1.0,25,0.019301,0.007507700000000001,0.016878999999999998,0.018834,0.010293,0.017156,0.01299
+4,16,1,FS,1.0,25,0.023601,0.0045925,0.020515,0.015586,0.0085521,0.019967,0.010449
diff --git a/compiler/tests/model_data/data_4b_16word_1way_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
similarity index 71%
rename from compiler/tests/model_data/data_4b_16word_1way_sae_model.csv
rename to compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
index ed1b6dfb..01c2e0e4 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_sae_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
@@ -1,3 +1,6 @@
 word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
 4,16,1,TT,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
 4,16,1,FF,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
+4,16,1,SS,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
+4,16,1,SF,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
+4,16,1,FS,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
diff --git a/compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
similarity index 59%
rename from compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv
rename to compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
index 64329d3a..b3b65af3 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_wl_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
@@ -1,3 +1,6 @@
 word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
 4,16,1,TT,1.0,25,0.018438,0.0092547,0.013922,0.008679300000000001
 4,16,1,FF,1.0,25,0.017261,0.008002500000000001,0.012757,0.0077545
+4,16,1,SS,1.0,25,0.019962,0.010683,0.015394,0.009734999999999999
+4,16,1,SF,1.0,25,0.017044,0.010483999999999999,0.012825,0.0094333
+4,16,1,FS,1.0,25,0.020398,0.0078018,0.015243999999999999,0.0079892
diff --git a/compiler/tests/model_data/data_4b_16word_1way_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
similarity index 69%
rename from compiler/tests/model_data/data_4b_16word_1way_wl_model.csv
rename to compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
index 91363e48..696f9952 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_wl_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
@@ -1,3 +1,6 @@
 word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
 4,16,1,TT,1.0,25,4.4,12.4,5.8,5.4
 4,16,1,FF,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,SS,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,SF,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,FS,1.0,25,4.4,12.4,5.8,5.4
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
new file mode 100644
index 00000000..66366afd
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
@@ -0,0 +1,6 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
+4,16,1,TT,1.0,25,0.021141999999999998,0.006257400000000001,0.015622,0.014144,0.017741,0.013434,0.009287,0.018439999999999998,0.011276
+4,16,1,FF,1.0,25,0.019646,0.0052736,0.014601,0.012589,0.016537,0.011916999999999999,0.0083483,0.017246,0.0099574
+4,16,1,SS,1.0,25,0.022917,0.0074182,0.016901,0.015895,0.019267,0.015147,0.010306000000000001,0.01986,0.012834
+4,16,1,SF,1.0,25,0.019208,0.007500799999999999,0.014421999999999999,0.015359999999999999,0.016408,0.014695999999999999,0.010128,0.017086999999999998,0.012516000000000001
+4,16,1,FS,1.0,25,0.023644000000000002,0.0046118,0.017239,0.01283,0.019428,0.012081999999999999,0.0085141,0.020073,0.009944
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
new file mode 100644
index 00000000..c45a8df4
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
@@ -0,0 +1,6 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
+4,16,1,TT,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
+4,16,1,FF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
+4,16,1,SS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
+4,16,1,SF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
+4,16,1,FS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
new file mode 100644
index 00000000..e08c6fa5
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
@@ -0,0 +1,6 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,0.018481,0.0093054,0.013848,0.008683999999999999
+4,16,1,FF,1.0,25,0.017331,0.0080465,0.012700999999999999,0.0077613000000000005
+4,16,1,SS,1.0,25,0.019895,0.010660000000000001,0.015356999999999999,0.009745
+4,16,1,SF,1.0,25,0.016984000000000003,0.010501,0.012796,0.009405700000000001
+4,16,1,FS,1.0,25,0.020445,0.007772300000000001,0.015284,0.0079428
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
new file mode 100644
index 00000000..696f9952
--- /dev/null
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
@@ -0,0 +1,6 @@
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,FF,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,SS,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,SF,1.0,25,4.4,12.4,5.8,5.4
+4,16,1,FS,1.0,25,4.4,12.4,5.8,5.4

From ed901aba5f9f34fc4b6f3b98c255df584394ef8c Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Mon, 28 Jan 2019 10:29:27 -0800
Subject: [PATCH 18/77] changed datetime to date

---
 compiler/characterizer/lib.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 156481ce..93592882 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -525,7 +525,7 @@ class lib:
 
         datasheet = open(OPTS.openram_temp +'/datasheet.info', 'a+')
 
-        current_time = datetime.datetime.now()
+        current_time = datetime.date.today()
         datasheet.write("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},".format(
                         "sram_{0}_{1}_{2}".format(OPTS.word_size, OPTS.num_words, OPTS.tech_name),
                         OPTS.num_words,

From 242a63accba79707646e3a19394cdb339d5898e9 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 29 Jan 2019 16:43:30 -0800
Subject: [PATCH 19/77] Fixed issues introduced by pdriver additions in model
 unit test

---
 compiler/characterizer/delay.py       |  3 +-
 compiler/characterizer/model_check.py | 50 ++++++++++++++++++---------
 2 files changed, 35 insertions(+), 18 deletions(-)

diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index a327c548..7bd36cd1 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -904,7 +904,8 @@ class delay(simulation):
                             port_data[port][mname].append(bank_delay[port].slew/1e3)
                         else:
                             debug.error("Measurement name not recognized: {}".format(mname),1)
-        sram_data = { "min_period": 0, 
+        period_margin = 0.1
+        sram_data = { "min_period": bank_delay[0]*2*period_margin, 
                       "leakage_power": power.leakage}                    
          
         return (sram_data,port_data)
diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 12174a4b..e76f5427 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -22,41 +22,44 @@ class model_check(delay):
         delay.__init__(self,sram,spfile,corner)
         self.period = tech.spice["feasible_period"]
         self.create_data_names()
-    
+        
     def create_data_names(self):
         self.wl_meas_name, self.wl_model_name = "wl_measures", "wl_model"
         self.sae_meas_name, self.sae_model_name = "sae_measures", "sae_model"
         
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
-        #Altering the names will crash the characterizer. TODO: object orientated approach to the measurements.
-        self.wl_delay_meas_names = ["delay_wl_en_bar", "delay_wl_en", "delay_dvr_en_bar", "delay_wl"]
-        self.wl_slew_meas_names = ["slew_wl_gated_clk_bar","slew_wl_en_bar", "slew_wl_en", "slew_drv_en_bar", "slew_wl"]
+        wl_en_driver_delay_names = ["delay_wl_en_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_delay_names = ["delay_wl_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_delay_names = ["delay_sen_dvr_{}".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
+        
+        wl_en_driver_slew_names = ["slew_wl_en_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_slew_names = ["slew_wl_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_slew_names = ["slew_sen_dvr_{}".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
+        
+        self.wl_delay_meas_names = wl_en_driver_delay_names+["delay_wl_en", "delay_wl_bar"]+wl_driver_delay_names+["delay_wl"]
+        self.wl_slew_meas_names = ["slew_wl_gated_clk_bar"]+wl_en_driver_slew_names+["slew_wl_en", "slew_wl_bar"]+wl_driver_slew_names+["slew_wl"]
         
         dc_delay_names = ["delay_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
         self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in"]+dc_delay_names
         dc_slew_names = ["slew_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
         self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in"]+dc_slew_names
-        self.sae_delay_meas_names = ["delay_pre_sen", "delay_sen_bar", "delay_sen"]
-        self.sae_slew_meas_names = ["slew_replica_bl0", "slew_pre_sen", "slew_sen_bar", "slew_sen"]
+        self.sae_delay_meas_names = ["delay_pre_sen"]+sen_driver_delay_names+["delay_sen"]
+        self.sae_slew_meas_names = ["slew_replica_bl0", "slew_pre_sen"]+sen_driver_slew_names+["slew_sen"]
        
     def create_signal_names(self):
+        """Creates list of the signal names used in the spice file along the wl and sen paths."""
         delay.create_signal_names(self)
         #Signal names are all hardcoded, need to update to make it work for probe address and different configurations.
-        self.wl_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xbuf_wl_en.zb_int", "Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_15", "Xsram.Xbank0.wl_15"]
+        wl_en_driver_signals = ["Xsram.Xcontrol0.Xbuf_wl_en.Zb{}_int".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_signals = ["Xsram.Xbank0.Xwordline_driver0.Xwl_driver_inv0.Zb{}_int".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_signals = ["Xsram.Xcontrol0.Xbuf_s_en.Zb{}_int".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
         delay_chain_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_{}".format(stage) for stage in range(1,self.get_num_delay_stages())] + ["Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
+        
+        self.wl_signal_names = ["Xsram.Xcontrol0.gated_clk_bar"]+wl_en_driver_signals+["Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_15"]+wl_driver_signals+["Xsram.Xbank0.wl_15"]
         self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in"] + delay_chain_signal_names
-        self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en", "Xsram.Xcontrol0.Xbuf_s_en.zb_int", "Xsram.s_en0"]
+        self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en"]+sen_driver_signals+["Xsram.s_en0"]
     
-    def get_all_signal_names(self):
-        """Returns all signals names as a dict indexed by hardcoded names. Useful for writing the head of the CSV."""
-        name_dict = {}
-        #Signal names are more descriptive than the measurement names, first value trimmed to match size of measurements names.
-        name_dict[self.wl_meas_name] = self.wl_signal_names[1:]
-        name_dict[self.wl_model_name] = name_dict["wl_measures"] #model uses same names as measured.
-        name_dict[self.sae_meas_name] = self.rbl_en_signal_names[1:]+self.sae_signal_names[1:]
-        name_dict[self.sae_model_name] = name_dict["sae_measures"]
-        return name_dict
     
     def create_measurement_objects(self):
         """Create the measurements used for read and write ports"""
@@ -183,8 +186,21 @@ class model_check(delay):
         return self.sram.control_logic_rw.get_wl_sen_delays()
      
     def get_num_delay_stages(self):
+        """Gets the number of stages in the delay chain from the control logic"""
         return len(self.sram.control_logic_rw.replica_bitline.delay_fanout_list)
      
+    def get_num_wl_en_driver_stages(self):
+        """Gets the number of stages in the wl_en driver from the control logic"""
+        return self.sram.control_logic_rw.wl_en_driver.num_stages
+        
+    def get_num_sen_driver_stages(self):
+        """Gets the number of stages in the sen driver from the control logic"""
+        return self.sram.control_logic_rw.s_en_driver.num_stages
+     
+    def get_num_wl_driver_stages(self):
+        """Gets the number of stages in the wordline driver from the control logic"""
+        return self.sram.bank.wordline_driver.inv.num_stages 
+     
     def scale_delays(self, delay_list):
         """Takes in a list of measured delays and convert it to simple units to easily compare to model values."""
         converted_values = []

From c10c9e400940c7fe72f5665eb0e687c453b4870e Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 29 Jan 2019 23:02:28 -0800
Subject: [PATCH 20/77] Refactored some code and other additional improvements.

---
 compiler/characterizer/delay.py       | 14 ++--
 compiler/characterizer/model_check.py | 97 +++++++++++++++++++--------
 2 files changed, 77 insertions(+), 34 deletions(-)

diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 7bd36cd1..14bdcd11 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -36,10 +36,6 @@ class delay(simulation):
         self.period = 0
         self.set_load_slew(0,0)
         self.set_corner(corner)
-        self.create_signal_names()
-        
-        #Create global measure names. Should maybe be an input at some point.
-        self.create_measurement_names()
         
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
@@ -660,7 +656,7 @@ class delay(simulation):
         self.probe_address = probe_address
         self.probe_data = probe_data
         self.bitline_column = self.get_data_bit_column_number(probe_address, probe_data)
-        
+        self.wordline_row = self.get_address_row_number(probe_address)
         self.prepare_netlist()
         
     def get_data_bit_column_number(self, probe_address, probe_data):
@@ -670,7 +666,11 @@ class delay(simulation):
         else:
             col_address = 0
         bl_column = int(self.sram.words_per_row*probe_data + col_address)
-        return bl_column    
+        return bl_column 
+
+    def get_address_row_number(self, probe_address):
+        """Calculates wordline row number of data bit under test using address and column mux size"""
+        return int(probe_address[self.sram.col_addr_size:],2)
 
     def prepare_netlist(self):
         """ Prepare a trimmed netlist and regular netlist. """
@@ -703,6 +703,8 @@ class delay(simulation):
         char_sram_data = {}
         
         self.set_probe(probe_address, probe_data)
+        self.create_signal_names()
+        self.create_measurement_names()
         self.create_measurement_objects()
         
         self.load=max(loads)
diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index e76f5427..2cf0d25d 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -29,22 +29,22 @@ class model_check(delay):
         
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
-        wl_en_driver_delay_names = ["delay_wl_en_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
-        wl_driver_delay_names = ["delay_wl_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
-        sen_driver_delay_names = ["delay_sen_dvr_{}".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
-        
-        wl_en_driver_slew_names = ["slew_wl_en_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
-        wl_driver_slew_names = ["slew_wl_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
-        sen_driver_slew_names = ["slew_sen_dvr_{}".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
-        
+        #Create delay measurement names
+        wl_en_driver_delay_names = ["delay_wl_en_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_delay_names = ["delay_wl_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_delay_names = ["delay_sen_dvr{}_".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
+        dc_delay_names = ["delay_delay_chain_stage{}_".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
         self.wl_delay_meas_names = wl_en_driver_delay_names+["delay_wl_en", "delay_wl_bar"]+wl_driver_delay_names+["delay_wl"]
-        self.wl_slew_meas_names = ["slew_wl_gated_clk_bar"]+wl_en_driver_slew_names+["slew_wl_en", "slew_wl_bar"]+wl_driver_slew_names+["slew_wl"]
-        
-        dc_delay_names = ["delay_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
         self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in"]+dc_delay_names
-        dc_slew_names = ["slew_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
-        self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in"]+dc_slew_names
         self.sae_delay_meas_names = ["delay_pre_sen"]+sen_driver_delay_names+["delay_sen"]
+
+        #Create slew measurement names
+        wl_en_driver_slew_names = ["slew_wl_en_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_slew_names = ["slew_wl_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_slew_names = ["slew_sen_dvr{}_".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
+        dc_slew_names = ["slew_delay_chain_stage{}_".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
+        self.wl_slew_meas_names = ["slew_wl_gated_clk_bar"]+wl_en_driver_slew_names+["slew_wl_en", "slew_wl_bar"]+wl_driver_slew_names+["slew_wl"]
+        self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in"]+dc_slew_names
         self.sae_slew_meas_names = ["slew_replica_bl0", "slew_pre_sen"]+sen_driver_slew_names+["slew_sen"]
        
     def create_signal_names(self):
@@ -52,13 +52,21 @@ class model_check(delay):
         delay.create_signal_names(self)
         #Signal names are all hardcoded, need to update to make it work for probe address and different configurations.
         wl_en_driver_signals = ["Xsram.Xcontrol0.Xbuf_wl_en.Zb{}_int".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
-        wl_driver_signals = ["Xsram.Xbank0.Xwordline_driver0.Xwl_driver_inv0.Zb{}_int".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        wl_driver_signals = ["Xsram.Xbank0.Xwordline_driver0.Xwl_driver_inv{}.Zb{}_int".format(self.wordline_row, stage) for stage in range(1,self.get_num_wl_driver_stages())]
         sen_driver_signals = ["Xsram.Xcontrol0.Xbuf_s_en.Zb{}_int".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
-        delay_chain_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_{}".format(stage) for stage in range(1,self.get_num_delay_stages())] + ["Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
+        delay_chain_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_{}".format(stage) for stage in range(1,self.get_num_delay_stages())] 
         
-        self.wl_signal_names = ["Xsram.Xcontrol0.gated_clk_bar"]+wl_en_driver_signals+["Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_15"]+wl_driver_signals+["Xsram.Xbank0.wl_15"]
-        self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in"] + delay_chain_signal_names
-        self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en"]+sen_driver_signals+["Xsram.s_en0"]
+        self.wl_signal_names = ["Xsram.Xcontrol0.gated_clk_bar"]+\
+                               wl_en_driver_signals+\
+                               ["Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_{}".format(self.wordline_row)]+\
+                               wl_driver_signals+\
+                               ["Xsram.Xbank0.wl_{}".format(self.wordline_row)]
+        self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in"]+\
+                                   delay_chain_signal_names+\
+                                   ["Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
+        self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en"]+\
+                                sen_driver_signals+\
+                                ["Xsram.s_en0"]
     
     
     def create_measurement_objects(self):
@@ -74,8 +82,16 @@ class model_check(delay):
         targ_dir = "FALL"
         
         for i in range(1, len(self.wl_signal_names)):
-            self.wl_meas_objs.append(delay_measure(self.wl_delay_meas_names[i-1], self.wl_signal_names[i-1], self.wl_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
-            self.wl_meas_objs.append(slew_measure(self.wl_slew_meas_names[i-1], self.wl_signal_names[i-1], trig_dir, measure_scale=1e9))
+            self.wl_meas_objs.append(delay_measure(self.wl_delay_meas_names[i-1], 
+                                                   self.wl_signal_names[i-1], 
+                                                   self.wl_signal_names[i], 
+                                                   trig_dir, 
+                                                   targ_dir, 
+                                                   measure_scale=1e9))
+            self.wl_meas_objs.append(slew_measure(self.wl_slew_meas_names[i-1], 
+                                                  self.wl_signal_names[i-1], 
+                                                  trig_dir, 
+                                                  measure_scale=1e9))
             temp_dir = trig_dir
             trig_dir = targ_dir
             targ_dir = temp_dir
@@ -89,24 +105,46 @@ class model_check(delay):
         targ_dir = "FALL"
         #Add measurements from gated_clk_bar to RBL
         for i in range(1, len(self.rbl_en_signal_names)):
-            self.sae_meas_objs.append(delay_measure(self.rbl_delay_meas_names[i-1], self.rbl_en_signal_names[i-1], self.rbl_en_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
-            self.sae_meas_objs.append(slew_measure(self.rbl_slew_meas_names[i-1], self.rbl_en_signal_names[i-1], trig_dir, measure_scale=1e9))
+            self.sae_meas_objs.append(delay_measure(self.rbl_delay_meas_names[i-1], 
+                                                    self.rbl_en_signal_names[i-1], 
+                                                    self.rbl_en_signal_names[i], 
+                                                    trig_dir, 
+                                                    targ_dir, 
+                                                    measure_scale=1e9))
+            self.sae_meas_objs.append(slew_measure(self.rbl_slew_meas_names[i-1], 
+                                                   self.rbl_en_signal_names[i-1], 
+                                                   trig_dir, 
+                                                   measure_scale=1e9))
             temp_dir = trig_dir
             trig_dir = targ_dir
             targ_dir = temp_dir
-        self.sae_meas_objs.append(slew_measure(self.rbl_slew_meas_names[-1], self.rbl_en_signal_names[-1], trig_dir, measure_scale=1e9))
+        self.sae_meas_objs.append(slew_measure(self.rbl_slew_meas_names[-1], 
+                                               self.rbl_en_signal_names[-1], 
+                                               trig_dir, 
+                                               measure_scale=1e9))
         
         #Add measurements from rbl_out to sae. Trigger directions do not invert from previous stage due to RBL.
         trig_dir = "FALL"
         targ_dir = "RISE"
         #Add measurements from gated_clk_bar to RBL
         for i in range(1, len(self.sae_signal_names)):
-            self.sae_meas_objs.append(delay_measure(self.sae_delay_meas_names[i-1], self.sae_signal_names[i-1], self.sae_signal_names[i], trig_dir, targ_dir, measure_scale=1e9))
-            self.sae_meas_objs.append(slew_measure(self.sae_slew_meas_names[i-1], self.sae_signal_names[i-1], trig_dir, measure_scale=1e9))
+            self.sae_meas_objs.append(delay_measure(self.sae_delay_meas_names[i-1], 
+                                                    self.sae_signal_names[i-1], 
+                                                    self.sae_signal_names[i], 
+                                                    trig_dir, 
+                                                    targ_dir, 
+                                                    measure_scale=1e9))
+            self.sae_meas_objs.append(slew_measure(self.sae_slew_meas_names[i-1], 
+                                                   self.sae_signal_names[i-1], 
+                                                   trig_dir, 
+                                                   measure_scale=1e9))
             temp_dir = trig_dir
             trig_dir = targ_dir
             targ_dir = temp_dir
-        self.sae_meas_objs.append(slew_measure(self.sae_slew_meas_names[-1], self.sae_signal_names[-1], trig_dir, measure_scale=1e9))
+        self.sae_meas_objs.append(slew_measure(self.sae_slew_meas_names[-1], 
+                                               self.sae_signal_names[-1], 
+                                               trig_dir, 
+                                               measure_scale=1e9))
         
     def write_delay_measures(self):
         """
@@ -122,7 +160,8 @@ class model_check(delay):
            self.write_measures_read_port(read_port)
 
     def get_delay_measure_variants(self, port, measure_obj):
-        """Get the measurement values that can either vary from simulation to simulation (vdd, address) or port to port (time delays)"""
+        """Get the measurement values that can either vary from simulation to simulation (vdd, address) 
+           or port to port (time delays)"""
         #Return value is intended to match the delay measure format:  trig_td, targ_td, vdd, port
         #Assuming only read 0 for now
         if not (type(measure_obj) is delay_measure or type(measure_obj) is slew_measure):
@@ -242,9 +281,11 @@ class model_check(delay):
         
     def analyze(self, probe_address, probe_data, slews, loads):
         """Measures entire delay path along the wordline and sense amp enable and compare it to the model delays."""
-        self.set_probe(probe_address, probe_data)
         self.load=max(loads)
         self.slew=max(slews)
+        self.set_probe(probe_address, probe_data)
+        self.create_signal_names()
+        self.create_measurement_names()
         self.create_measurement_objects()
         data_dict = {}
         

From 45fceb1f4eeab794109c7b3b4852cd751af47298 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 30 Jan 2019 11:43:47 -0800
Subject: [PATCH 21/77] Added word per row to sram config with a default
 arguement to fix test.

---
 compiler/characterizer/model_check.py          | 11 ++++++++++-
 compiler/modules/control_logic.py              | 18 +++++++++---------
 compiler/sram_config.py                        |  4 ++--
 compiler/tests/delay_data_collection.py        |  8 ++++----
 .../data_4b_16word_1way_dc2x3_sae_measures.csv | 12 ++++++------
 .../data_4b_16word_1way_dc2x3_sae_model.csv    | 12 ++++++------
 .../data_4b_16word_1way_dc2x3_wl_measures.csv  | 12 ++++++------
 .../data_4b_16word_1way_dc2x3_wl_model.csv     | 12 ++++++------
 .../data_4b_16word_1way_dc4x2_sae_measures.csv | 12 ++++++------
 .../data_4b_16word_1way_dc4x2_sae_model.csv    | 12 ++++++------
 .../data_4b_16word_1way_dc4x2_wl_measures.csv  | 12 ++++++------
 .../data_4b_16word_1way_dc4x2_wl_model.csv     | 12 ++++++------
 12 files changed, 73 insertions(+), 64 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 2cf0d25d..b3e8452f 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -317,6 +317,15 @@ class model_check(delay):
         
         return data_dict
 
-        
+    def get_all_signal_names(self):
+        """Returns all signals names as a dict indexed by hardcoded names. Useful for writing the head of the CSV."""
+        name_dict = {}
+        #Signal names are more descriptive than the measurement names, first value trimmed to match size of measurements names.
+        name_dict[self.wl_meas_name] = self.wl_signal_names[1:]
+        name_dict[self.wl_model_name] = name_dict["wl_measures"] #model uses same names as measured.
+        name_dict[self.sae_meas_name] = self.rbl_en_signal_names[1:]+self.sae_signal_names[1:]
+        name_dict[self.sae_model_name] = name_dict["sae_measures"]
+        return name_dict
+    
     
   
\ No newline at end of file
diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 59aa25b9..948bf33a 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -141,9 +141,9 @@ class control_logic(design.design):
                 delay_stages =  parameter["static_delay_stages"]
                 delay_fanout = parameter["static_fanout_per_stage"]
                 debug.info(1, "Using tech parameters to size delay chain: stages={}, fanout={}".format(delay_stages,delay_fanout))
-                self.replica_bitline = replica_bitline([delay_fanout]*delay_stages,
-                                                        bitcell_loads, 
-                                                        name="replica_bitline_"+self.port_type)
+                self.replica_bitline = replica_bitline("replica_bitline_"+self.port_type,
+                                                       [delay_fanout]*delay_stages,
+                                                       bitcell_loads)
                 if self.sram != None: #Calculate model value even for specified sizes
                     self.set_sen_wl_delays()
                 
@@ -159,15 +159,15 @@ class control_logic(design.design):
                 if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): 
                     #This resizes to match fall and rise delays, can make the delay chain weird sizes.
                     # stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
-                    # self.replica_bitline = replica_bitline(stage_list, 
-                                                             # bitcell_loads, 
-                                                             # name="replica_bitline_resized_"+self.port_type)
+                    # self.replica_bitline = replica_bitline(  "replica_bitline_resized_"+self.port_type
+                                                             # stage_list, 
+                                                             # bitcell_loads)
                     
                     #This resizes based on total delay. 
                     delay_stages, delay_fanout = self.get_dynamic_delay_chain_size(delay_stages_heuristic, delay_fanout_heuristic)
-                    self.replica_bitline = replica_bitline([delay_fanout]*delay_stages, 
-                                                           bitcell_loads, 
-                                                           name="replica_bitline_resized_"+self.port_type)
+                    self.replica_bitline = replica_bitline("replica_bitline_resized_"+self.port_type,
+                                                           [delay_fanout]*delay_stages, 
+                                                           bitcell_loads)
                     
                     self.sen_delay_rise,self.sen_delay_fall = self.get_delays_to_sen() #get the new timing
                 
diff --git a/compiler/sram_config.py b/compiler/sram_config.py
index 24e3cbc9..5edf9282 100644
--- a/compiler/sram_config.py
+++ b/compiler/sram_config.py
@@ -7,13 +7,13 @@ from sram_factory import factory
 class sram_config:
     """ This is a structure that is used to hold the SRAM configuration options. """
     
-    def __init__(self, word_size, num_words, num_banks=1):
+    def __init__(self, word_size, num_words, num_banks=1, words_per_row=None):
         self.word_size = word_size
         self.num_words = num_words
         self.num_banks = num_banks
 
         # This will get over-written when we determine the organization
-        self.words_per_row = None
+        self.words_per_row = words_per_row
 
         self.compute_sizes()
         
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index ff23a297..39f59141 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -187,10 +187,8 @@ class data_collection(openram_test):
         """Generates the SRAM based on input configuration."""
         c = sram_config(word_size=word_size,
                         num_words=num_words,
-                        num_banks=1)
-        #minimum 16 rows. Most sizes below 16*16 will try to automatically use less rows unless enforced.
-        #if word_size*num_words < 256:
-        c.words_per_row=words_per_row #Force no column mux until incorporated into analytical delay.
+                        num_banks=1,
+                        words_per_row=words_per_row)
             
         debug.info(1, "Creating SRAM: {} bit, {} words, with 1 bank".format(word_size, num_words))
         self.sram = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
@@ -198,6 +196,8 @@ class data_collection(openram_test):
         self.sram_spice = OPTS.openram_temp + "temp.sp"
         self.sram.sp_write(self.sram_spice)
         
+        debug.info(1, "SRAM column address size={}".format(self.sram.s.col_addr_size))
+        
     def get_sram_data(self, corner):
         """Generates the delay object using the corner and runs a simulation for data."""
         from characterizer import model_check
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
index 696761c8..25f5359d 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
-4,16,1,TT,1.0,25,0.021103999999999998,0.0061908,0.018439,0.017329999999999998,0.0094258,0.018392000000000002,0.011755000000000002
-4,16,1,FF,1.0,25,0.019583,0.005128,0.017439,0.015281,0.008443599999999999,0.017213000000000003,0.010389
-4,16,1,SS,1.0,25,0.022932,0.0074386999999999995,0.019891000000000002,0.019466,0.010501,0.019849,0.013432
-4,16,1,SF,1.0,25,0.019301,0.007507700000000001,0.016878999999999998,0.018834,0.010293,0.017156,0.01299
-4,16,1,FS,1.0,25,0.023601,0.0045925,0.020515,0.015586,0.0085521,0.019967,0.010449
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
+4,16,1,TT,1.0,25,0.020618,0.0062215,0.018563000000000003,0.017233000000000002,0.007710799999999999,0.0099965,0.045221000000000004
+4,16,1,FF,1.0,25,0.019135,0.0052523000000000005,0.017398,0.015280000000000002,0.0067718,0.009288300000000001,0.042180999999999996
+4,16,1,SS,1.0,25,0.022393999999999997,0.0074892,0.019906,0.019521999999999998,0.0087409,0.010967000000000001,0.04836
+4,16,1,SF,1.0,25,0.01874,0.007554100000000001,0.016919,0.018821,0.0086205,0.0094092,0.049122
+4,16,1,FS,1.0,25,0.022926,0.0046388,0.02054,0.015555000000000001,0.0067794,0.010772,0.041583
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
index 01c2e0e4..b79d0fbf 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
-4,16,1,TT,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
-4,16,1,FF,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
-4,16,1,SS,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
-4,16,1,SF,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
-4,16,1,FS,1.0,25,8.8,2.65,6.4,7.4,4.4,6.4,2.99375
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
+4,16,1,TT,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
+4,16,1,FF,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
+4,16,1,SS,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
+4,16,1,SF,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
+4,16,1,FS,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
index b3b65af3..043fc729 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,0.018438,0.0092547,0.013922,0.008679300000000001
-4,16,1,FF,1.0,25,0.017261,0.008002500000000001,0.012757,0.0077545
-4,16,1,SS,1.0,25,0.019962,0.010683,0.015394,0.009734999999999999
-4,16,1,SF,1.0,25,0.017044,0.010483999999999999,0.012825,0.0094333
-4,16,1,FS,1.0,25,0.020398,0.0078018,0.015243999999999999,0.0079892
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,0.010512,0.0089216,0.014109,0.013643,0.014564,0.0086745
+4,16,1,FF,1.0,25,0.0096952,0.008041900000000001,0.013129,0.012268999999999999,0.013255999999999999,0.007759599999999999
+4,16,1,SS,1.0,25,0.011505,0.009873400000000001,0.015371,0.015194000000000001,0.016210000000000002,0.0097529
+4,16,1,SF,1.0,25,0.0097161,0.0096343,0.013210000000000001,0.014750000000000001,0.013464,0.0094366
+4,16,1,FS,1.0,25,0.011368999999999999,0.0082136,0.015231000000000001,0.012545,0.015907,0.0079376
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
index 696f9952..c323597a 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,FF,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,SS,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,SF,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,FS,1.0,25,4.4,12.4,5.8,5.4
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,FF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,SS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,SF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,FS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
index 66366afd..efc32260 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
-4,16,1,TT,1.0,25,0.021141999999999998,0.006257400000000001,0.015622,0.014144,0.017741,0.013434,0.009287,0.018439999999999998,0.011276
-4,16,1,FF,1.0,25,0.019646,0.0052736,0.014601,0.012589,0.016537,0.011916999999999999,0.0083483,0.017246,0.0099574
-4,16,1,SS,1.0,25,0.022917,0.0074182,0.016901,0.015895,0.019267,0.015147,0.010306000000000001,0.01986,0.012834
-4,16,1,SF,1.0,25,0.019208,0.007500799999999999,0.014421999999999999,0.015359999999999999,0.016408,0.014695999999999999,0.010128,0.017086999999999998,0.012516000000000001
-4,16,1,FS,1.0,25,0.023644000000000002,0.0046118,0.017239,0.01283,0.019428,0.012081999999999999,0.0085141,0.020073,0.009944
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
+4,16,1,TT,1.0,25,0.020572,0.006256,0.015678,0.014110000000000001,0.017755,0.013415,0.0076344,0.010162,0.04153
+4,16,1,FF,1.0,25,0.01907,0.0052328,0.014619000000000002,0.0126,0.016572,0.011862,0.0067348,0.0093334,0.03898
+4,16,1,SS,1.0,25,0.022189,0.0074532999999999995,0.016968,0.015854,0.019286,0.015139,0.0087264,0.011029,0.04439
+4,16,1,SF,1.0,25,0.018689,0.007557800000000001,0.014395999999999999,0.015354,0.016425000000000002,0.014665,0.0084936,0.009411300000000001,0.044714000000000004
+4,16,1,FS,1.0,25,0.022942,0.0046639,0.017356,0.012745999999999999,0.01949,0.012069,0.006808099999999999,0.010822,0.038710999999999995
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
index c45a8df4..12a0c9e8 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.zb_int,Xsram.s_en0
-4,16,1,TT,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
-4,16,1,FF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
-4,16,1,SS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
-4,16,1,SF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
-4,16,1,FS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,4.4,6.4,2.99375
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
+4,16,1,TT,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
+4,16,1,FF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
+4,16,1,SS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
+4,16,1,SF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
+4,16,1,FS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
index e08c6fa5..565bb307 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,0.018481,0.0093054,0.013848,0.008683999999999999
-4,16,1,FF,1.0,25,0.017331,0.0080465,0.012700999999999999,0.0077613000000000005
-4,16,1,SS,1.0,25,0.019895,0.010660000000000001,0.015356999999999999,0.009745
-4,16,1,SF,1.0,25,0.016984000000000003,0.010501,0.012796,0.009405700000000001
-4,16,1,FS,1.0,25,0.020445,0.007772300000000001,0.015284,0.0079428
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,0.010463,0.0089004,0.014107,0.013630000000000001,0.0146,0.0086902
+4,16,1,FF,1.0,25,0.0096519,0.008039899999999999,0.013115,0.012295,0.013235,0.0077621
+4,16,1,SS,1.0,25,0.011424,0.0098775,0.015351999999999998,0.015194000000000001,0.016227,0.0097375
+4,16,1,SF,1.0,25,0.009697500000000001,0.009592,0.013206,0.014738000000000001,0.013432,0.0094217
+4,16,1,FS,1.0,25,0.011432000000000001,0.0081985,0.015220000000000001,0.012544,0.015973,0.0079455
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
index 696f9952..c323597a 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
@@ -1,6 +1,6 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.zb_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,FF,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,SS,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,SF,1.0,25,4.4,12.4,5.8,5.4
-4,16,1,FS,1.0,25,4.4,12.4,5.8,5.4
+word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
+4,16,1,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,FF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,SS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,SF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+4,16,1,FS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4

From 475db65d267fbf9c293ccf520949905051b70b64 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Wed, 30 Jan 2019 17:49:43 -0800
Subject: [PATCH 22/77] added units to AREA on datasheet

---
 compiler/datasheet/datasheet_gen.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 618629ff..ad14801b 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -552,7 +552,7 @@ def parse_characterizer_csv(f, pages):
                 new_sheet.io_table.add_row(['NUM_RW_PORTS', NUM_RW_PORTS])
                 new_sheet.io_table.add_row(['NUM_R_PORTS', NUM_R_PORTS])
                 new_sheet.io_table.add_row(['NUM_W_PORTS', NUM_W_PORTS])
-                new_sheet.io_table.add_row(['Area', AREA])
+                new_sheet.io_table.add_row(['Area (&microm<sup>2</sup>)', AREA])
 
 
 class datasheet_gen():

From 8d7823e4dd83b6039731ef139e79765ca7950bf2 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 31 Jan 2019 00:26:27 -0800
Subject: [PATCH 23/77] Added delay ratio comparisons between model and
 measurements

---
 compiler/modules/control_logic.py             | 26 +++---
 compiler/tests/config_data.py                 |  3 +-
 compiler/tests/delay_data_collection.py       | 79 +++++++++++++++----
 ...data_4b_16word_1way_dc2x3_sae_measures.csv |  8 +-
 .../data_4b_16word_1way_dc2x3_sae_model.csv   |  8 +-
 .../data_4b_16word_1way_dc2x3_wl_measures.csv |  8 +-
 .../data_4b_16word_1way_dc2x3_wl_model.csv    |  8 +-
 ...data_4b_16word_1way_dc4x2_sae_measures.csv |  8 +-
 .../data_4b_16word_1way_dc4x2_sae_model.csv   |  8 +-
 .../data_4b_16word_1way_dc4x2_wl_measures.csv |  8 +-
 .../data_4b_16word_1way_dc4x2_wl_model.csv    |  8 +-
 11 files changed, 95 insertions(+), 77 deletions(-)

diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 948bf33a..295bbca8 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -133,6 +133,7 @@ class control_logic(design.design):
         
         if (self.port_type == "rw") or (self.port_type == "r"):
             from importlib import reload
+            self.delay_chain_resized = False
             c = reload(__import__(OPTS.replica_bitline))
             replica_bitline = getattr(c, OPTS.replica_bitline)
             bitcell_loads = int(math.ceil(self.num_rows * parameter["rbl_height_percentage"]))
@@ -141,35 +142,36 @@ class control_logic(design.design):
                 delay_stages =  parameter["static_delay_stages"]
                 delay_fanout = parameter["static_fanout_per_stage"]
                 debug.info(1, "Using tech parameters to size delay chain: stages={}, fanout={}".format(delay_stages,delay_fanout))
-                self.replica_bitline = replica_bitline("replica_bitline_"+self.port_type,
-                                                       [delay_fanout]*delay_stages,
-                                                       bitcell_loads)
+                self.replica_bitline = factory.create(module_type="replica_bitline",
+                                                      delay_fanout_list=[delay_fanout]*delay_stages,
+                                                      bitcell_loads=bitcell_loads)
                 if self.sram != None: #Calculate model value even for specified sizes
                     self.set_sen_wl_delays()
                 
             else: #Otherwise, use a heuristic and/or model based sizing.
                 #First use a heuristic
                 delay_stages_heuristic, delay_fanout_heuristic = self.get_heuristic_delay_chain_size()
-                self.replica_bitline = replica_bitline("replica_bitline_"+self.port_type,
-                                                       [delay_fanout_heuristic]*delay_stages_heuristic, 
-                                                       bitcell_loads)
+                self.replica_bitline = factory.create(module_type="replica_bitline",
+                                                      delay_fanout_list=[delay_fanout_heuristic]*delay_stages_heuristic,
+                                                      bitcell_loads=bitcell_loads)
                 if self.sram != None: #Calculate delays for potential re-sizing
                     self.set_sen_wl_delays()
                 #Resize if necessary, condition depends on resizing method
                 if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): 
                     #This resizes to match fall and rise delays, can make the delay chain weird sizes.
                     # stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
-                    # self.replica_bitline = replica_bitline(  "replica_bitline_resized_"+self.port_type
-                                                             # stage_list, 
-                                                             # bitcell_loads)
+                    # self.replica_bitline = factory.create(module_type="replica_bitline",
+                                                          # delay_fanout_list=stage_list,
+                                                          # bitcell_loads=bitcell_loads)
                     
                     #This resizes based on total delay. 
                     delay_stages, delay_fanout = self.get_dynamic_delay_chain_size(delay_stages_heuristic, delay_fanout_heuristic)
-                    self.replica_bitline = replica_bitline("replica_bitline_resized_"+self.port_type,
-                                                           [delay_fanout]*delay_stages, 
-                                                           bitcell_loads)
+                    self.replica_bitline = factory.create(module_type="replica_bitline",
+                                                          delay_fanout_list=[delay_fanout]*delay_stages,
+                                                          bitcell_loads=bitcell_loads)
                     
                     self.sen_delay_rise,self.sen_delay_fall = self.get_delays_to_sen() #get the new timing
+                    self.delay_chain_resized = True
                 
             self.add_mod(self.replica_bitline)
 
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
index e605ee8c..08168bc3 100755
--- a/compiler/tests/config_data.py
+++ b/compiler/tests/config_data.py
@@ -2,7 +2,8 @@ word_size = 1
 num_words = 16
 
 tech_name = "freepdk45"
-process_corners = ["TT", "FF", "SS", "SF", "FS"]
+#process_corners = ["TT", "FF", "SS", "SF", "FS"]
+process_corners = ["TT"]
 supply_voltages = [1.0]
 temperatures = [25]
 
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index 39f59141..bd2a61f7 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -28,12 +28,16 @@ class data_collection(openram_test):
         self.evaluate_data(wl_dataframe, sae_dataframe)
         
         #Run again but with different delay chain sizes
-        self.init_data_gen() 
-        self.set_delay_chain(4,2)
-        self.save_data_sram_corners(word_size, num_words, words_per_row)
-        wl_dataframe, sae_dataframe = self.get_csv_data()
-        self.evaluate_data(wl_dataframe, sae_dataframe)
+        # self.init_data_gen() 
+        # self.set_delay_chain(4,2)
+        # self.save_data_sram_corners(word_size, num_words, words_per_row)
+        # wl_dataframe, sae_dataframe = self.get_csv_data()
+        # self.evaluate_data(wl_dataframe, sae_dataframe)
         
+        model_delay_ratios, meas_delay_ratios, ratio_error = self.compare_model_to_measure()
+        debug.info(1, "model_delay_ratios={}".format(model_delay_ratios))
+        debug.info(1, "meas_delay_ratios={}".format(meas_delay_ratios))
+        debug.info(1, "ratio_error={}".format(ratio_error))
         globals.end_openram()
     
     def get_csv_data(self):
@@ -50,7 +54,36 @@ class data_collection(openram_test):
         debug.info(1, "Delay errors:{}".format(delay_error))
         variation_error = self.calculate_delay_variation_error(wl_dataframe, sae_dataframe)
         debug.info(1, "Variation errors:{}".format(variation_error))
+    
+    def compare_model_to_measure(self):
+        """Uses the last 4 recent data sets (wl_meas, sen_meas, wl_model, sen_model)
+           and compare the wl-sen delay ratio between model and measured.
+        """
+        model_delay_ratios = {}
+        meas_delay_ratios = {}
+        ratio_error = {}
+        #The full file name contains unrelated portions, separate them into the four that are needed
+        wl_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "wl_measures" in file_name][0]
+        sae_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "sae_measures" in file_name][0]
+        wl_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "wl_model" in file_name][0]
+        sae_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "sae_model" in file_name][0]
         
+        #Assume each csv has the same corners (and the same row order), use one of the dfs for corners
+        proc_pos, volt_pos, temp_pos = wl_meas_df.columns.get_loc('process'), wl_meas_df.columns.get_loc('voltage'), wl_meas_df.columns.get_loc('temp')
+        wl_sum_pos = wl_meas_df.columns.get_loc('sum')
+        sae_sum_pos = sae_meas_df.columns.get_loc('sum')
+        
+        df_zip = zip(wl_meas_df.itertuples(),sae_meas_df.itertuples(),wl_model_df.itertuples(),sae_model_df.itertuples())
+        for wl_meas,sae_meas,wl_model,sae_model in df_zip:
+            #Use previously calculated position to index the df row. 
+            corner = (wl_meas[proc_pos+1], wl_meas[volt_pos+1], wl_meas[temp_pos+1])
+            meas_delay_ratios[corner] = wl_meas[wl_sum_pos+1]/sae_meas[sae_sum_pos+1]
+            model_delay_ratios[corner] = wl_model[wl_sum_pos+1]/sae_model[sae_sum_pos+1]
+            debug.info(1,"wl_model sum={}, sae_model_sum={}".format(wl_model[wl_sum_pos+1], sae_model[sae_sum_pos+1]))
+            ratio_error[corner] = 100*abs(model_delay_ratios[corner]-meas_delay_ratios[corner])/meas_delay_ratios[corner]
+            
+        return model_delay_ratios, meas_delay_ratios, ratio_error 
+            
     def calculate_delay_error(self, wl_dataframe, sae_dataframe):
         """Calculates the percentage difference in delays between the wordline and sense amp enable"""
         start_data_pos = len(self.config_fields) #items before this point are configuration related
@@ -94,13 +127,14 @@ class data_collection(openram_test):
         corner_gen = self.corner_combination_generator()
         init_corner = next(corner_gen)
         sram_data = self.get_sram_data(init_corner)
-        self.initialize_csv_file(sram_data, word_size, num_words, words_per_row)
-        self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, init_corner) 
+        dc_resized = self.was_delay_chain_resized()
+        self.initialize_csv_file(word_size, num_words, words_per_row)
+        self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, dc_resized, init_corner) 
         
         #Run openRAM for all corners
         for corner in corner_gen:
             sram_data = self.get_sram_data(corner)
-            self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, corner)
+            self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, dc_resized, corner)
             
         self.close_files()
         debug.info(1,"Data Generated")
@@ -133,10 +167,10 @@ class data_collection(openram_test):
             file.close()
    
     def corner_combination_generator(self):
-        """Generates corner using a combination of values from config file"""
         processes = OPTS.process_corners
         voltages = OPTS.supply_voltages
         temperatures = OPTS.temperatures
+        """Generates corner using a combination of values from config file"""
         for proc in processes:
             for volt in voltages:
                 for temp in temperatures:
@@ -154,14 +188,21 @@ class data_collection(openram_test):
         words_per_row = [1]
         return word_sizes, num_words, words_per_row
     
-    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row, corner):
-        """Writes data to its respective CSV file. There is a CSV for each measurement target (wordline, sense amp enable, and models)"""
-        sram_specs = [word_size,num_words,words_per_row,*corner]
+    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row, dc_resized, corner):
+        """Writes data to its respective CSV file. There is a CSV for each measurement target 
+        (wordline, sense amp enable, and models)"""
+        sram_specs = [word_size,num_words,words_per_row,dc_resized,*corner]
         for data_name, data_values in sram_data.items():
-            self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name])
+            other_values = self.calculate_other_data_values(data_values)
+            self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name]+other_values)
         debug.info(2,"Data Added to CSV file.")
     
-    def initialize_csv_file(self, sram_data, word_size, num_words, words_per_row):
+    def calculate_other_data_values(self, sram_data_list):
+        """A function to calculate extra values related to the data. Only does the sum for now"""
+        data_sum = sum(sram_data_list)
+        return [data_sum]
+    
+    def initialize_csv_file(self, word_size, num_words, words_per_row):
         """Opens a CSV file and writer for every data set being written (wl/sae measurements and model values)"""
         #CSV File writing
         header_dict = self.delay_obj.get_all_signal_names()
@@ -178,8 +219,9 @@ class data_collection(openram_test):
                                                                 data_name)
             self.file_names.append(file_name)
             self.csv_files[data_name] = open(file_name, 'w')
-            self.config_fields = ['word_size', 'num_words', 'words_per_row', 'process', 'voltage', 'temp']
-            fields = (*self.config_fields, *header_list)
+            self.config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_resized', 'process', 'voltage', 'temp']
+            self.other_data_fields = ['sum']
+            fields = (*self.config_fields, *header_list, *self.other_data_fields)
             self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
             self.csv_writers[data_name].writerow(fields)
     
@@ -223,6 +265,11 @@ class data_collection(openram_test):
                     dict[key] = dict[key][0]
                 else:
                     del dict[key]
+                    
+    def was_delay_chain_resized(self):
+        """Accesses the dc resize boolean in the control logic module."""
+        #FIXME:assumes read/write port only
+        return self.sram.s.control_logic_rw.delay_chain_resized
                 
 # instantiate a copdsay of the class to actually run the test
 if __name__ == "__main__":
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
index 25f5359d..e8016aa1 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
-4,16,1,TT,1.0,25,0.020618,0.0062215,0.018563000000000003,0.017233000000000002,0.007710799999999999,0.0099965,0.045221000000000004
-4,16,1,FF,1.0,25,0.019135,0.0052523000000000005,0.017398,0.015280000000000002,0.0067718,0.009288300000000001,0.042180999999999996
-4,16,1,SS,1.0,25,0.022393999999999997,0.0074892,0.019906,0.019521999999999998,0.0087409,0.010967000000000001,0.04836
-4,16,1,SF,1.0,25,0.01874,0.007554100000000001,0.016919,0.018821,0.0086205,0.0094092,0.049122
-4,16,1,FS,1.0,25,0.022926,0.0046388,0.02054,0.015555000000000001,0.0067794,0.010772,0.041583
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
+4,16,1,False,TT,1.0,25,0.020618,0.0062215,0.018563000000000003,0.017233000000000002,0.007710799999999999,0.0099965,0.045221000000000004,0.12556380000000003
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
index b79d0fbf..3ed42e60 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
-4,16,1,TT,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
-4,16,1,FF,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
-4,16,1,SS,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
-4,16,1,SF,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
-4,16,1,FS,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
+4,16,1,False,TT,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15,42.949999999999996
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
index 043fc729..4c0ca0f3 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,0.010512,0.0089216,0.014109,0.013643,0.014564,0.0086745
-4,16,1,FF,1.0,25,0.0096952,0.008041900000000001,0.013129,0.012268999999999999,0.013255999999999999,0.007759599999999999
-4,16,1,SS,1.0,25,0.011505,0.009873400000000001,0.015371,0.015194000000000001,0.016210000000000002,0.0097529
-4,16,1,SF,1.0,25,0.0097161,0.0096343,0.013210000000000001,0.014750000000000001,0.013464,0.0094366
-4,16,1,FS,1.0,25,0.011368999999999999,0.0082136,0.015231000000000001,0.012545,0.015907,0.0079376
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
+4,16,1,False,TT,1.0,25,0.010512,0.0089216,0.014109,0.013643,0.014564,0.0086745,0.0704241
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
index c323597a..e9faaeb9 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,FF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,SS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,SF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,FS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
+4,16,1,False,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4,32.13333333333334
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
index efc32260..fe82d4e4 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
-4,16,1,TT,1.0,25,0.020572,0.006256,0.015678,0.014110000000000001,0.017755,0.013415,0.0076344,0.010162,0.04153
-4,16,1,FF,1.0,25,0.01907,0.0052328,0.014619000000000002,0.0126,0.016572,0.011862,0.0067348,0.0093334,0.03898
-4,16,1,SS,1.0,25,0.022189,0.0074532999999999995,0.016968,0.015854,0.019286,0.015139,0.0087264,0.011029,0.04439
-4,16,1,SF,1.0,25,0.018689,0.007557800000000001,0.014395999999999999,0.015354,0.016425000000000002,0.014665,0.0084936,0.009411300000000001,0.044714000000000004
-4,16,1,FS,1.0,25,0.022942,0.0046639,0.017356,0.012745999999999999,0.01949,0.012069,0.006808099999999999,0.010822,0.038710999999999995
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
+4,16,1,False,TT,1.0,25,0.020572,0.006256,0.015678,0.014110000000000001,0.017755,0.013415,0.0076344,0.010162,0.04153,0.14711239999999998
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
index 12a0c9e8..7cac207f 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0
-4,16,1,TT,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
-4,16,1,FF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
-4,16,1,SS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
-4,16,1,SF,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
-4,16,1,FS,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
+4,16,1,False,TT,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15,51.74999999999999
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
index 565bb307..97844e6d 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,0.010463,0.0089004,0.014107,0.013630000000000001,0.0146,0.0086902
-4,16,1,FF,1.0,25,0.0096519,0.008039899999999999,0.013115,0.012295,0.013235,0.0077621
-4,16,1,SS,1.0,25,0.011424,0.0098775,0.015351999999999998,0.015194000000000001,0.016227,0.0097375
-4,16,1,SF,1.0,25,0.009697500000000001,0.009592,0.013206,0.014738000000000001,0.013432,0.0094217
-4,16,1,FS,1.0,25,0.011432000000000001,0.0081985,0.015220000000000001,0.012544,0.015973,0.0079455
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
+4,16,1,False,TT,1.0,25,0.010463,0.0089004,0.014107,0.013630000000000001,0.0146,0.0086902,0.0703906
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
index c323597a..e9faaeb9 100644
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
+++ b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
@@ -1,6 +1,2 @@
-word_size,num_words,words_per_row,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15
-4,16,1,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,FF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,SS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,SF,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
-4,16,1,FS,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4
+word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
+4,16,1,False,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4,32.13333333333334

From 21868e1b60cd8cd1f468f45ef7c6132e54f70563 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Thu, 31 Jan 2019 08:09:00 -0800
Subject: [PATCH 24/77] removed expanded process names from corners

---
 compiler/characterizer/lib.py       |   2 +-
 compiler/datasheet/datasheet_gen.py |  67 ++-
 compiler/datasheet/wavedrom.py      | 827 ----------------------------
 3 files changed, 34 insertions(+), 862 deletions(-)
 delete mode 100644 compiler/datasheet/wavedrom.py

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 93592882..a38ecd93 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -527,7 +527,7 @@ class lib:
 
         current_time = datetime.date.today()
         datasheet.write("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},".format(
-                        "sram_{0}_{1}_{2}".format(OPTS.word_size, OPTS.num_words, OPTS.tech_name),
+                        OPTS.output_name,
                         OPTS.num_words,
                         OPTS.num_banks,
                         OPTS.num_rw_ports,
diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index ad14801b..24bc3953 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -16,34 +16,34 @@ import csv
 import datasheet
 import table_gen
 
-
-def process_name(corner):
-    """
-    Expands the names of the characterization corner types into something human friendly
-    """
-    if corner == "TS":
-        return "Typical - Slow"
-    if corner == "TT":
-        return "Typical - Typical"
-    if corner == "TF":
-        return "Typical - Fast"
-
-    if corner == "SS":
-        return "Slow - Slow"
-    if corner == "ST":
-        return "Slow - Typical"
-    if corner == "SF":
-        return "Slow - Fast"
-
-    if corner == "FS":
-        return "Fast - Slow"
-    if corner == "FT":
-        return "Fast - Typical"
-    if corner == "FF":
-        return "Fast - Fast"
-
-    else:
-        return "custom"
+# def process_name(corner):
+# """
+# Expands the names of the characterization corner types into something human friendly
+# """
+# if corner == "TS":
+# return "Typical - Slow"
+# if corner == "TT":
+# return "Typical - Typical"
+# if corner == "TF":
+# return "Typical - Fast"
+#
+# if corner == "SS":
+# return "Slow - Slow"
+# if corner == "ST":
+# return "Slow - Typical"
+# if corner == "SF":
+# return "Slow - Fast"
+#
+# if corner == "FS":
+# return "Fast - Slow"
+# if corner == "FT":
+# return "Fast - Typical"
+# if corner == "FF":
+# return "Fast - Fast"
+#
+# else:
+# return "custom"
+#
 
 
 def parse_characterizer_csv(f, pages):
@@ -351,8 +351,7 @@ def parse_characterizer_csv(f, pages):
                                 sheet.description.append(str(element))
                             break
 
-                    new_sheet.corners_table.add_row([PROC, process_name(
-                        PROC), VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
+                    new_sheet.corners_table.add_row([PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
                     new_sheet.dlv_table.add_row(
                         ['.lib', 'Synthesis models', '<a href="file://{0}">{1}</a>'.format(LIB_NAME, LIB_NAME.replace(OUT_DIR, ''))])
 
@@ -371,9 +370,8 @@ def parse_characterizer_csv(f, pages):
 
                 new_sheet.corners_table = table_gen.table_gen("corners")
                 new_sheet.corners_table.add_row(
-                    ['Corner Name', 'Process', 'Power Supply', 'Temperature', 'Library Name Suffix'])
-                new_sheet.corners_table.add_row([PROC, process_name(
-                    PROC), VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
+                    ['Transistor Type', 'Power Supply', 'Temperature', 'Corner Name'])
+                new_sheet.corners_table.add_row([PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
                 new_sheet.operating_table = table_gen.table_gen(
                     "operating_table")
                 new_sheet.operating_table.add_row(
@@ -552,7 +550,8 @@ def parse_characterizer_csv(f, pages):
                 new_sheet.io_table.add_row(['NUM_RW_PORTS', NUM_RW_PORTS])
                 new_sheet.io_table.add_row(['NUM_R_PORTS', NUM_R_PORTS])
                 new_sheet.io_table.add_row(['NUM_W_PORTS', NUM_W_PORTS])
-                new_sheet.io_table.add_row(['Area (&microm<sup>2</sup>)', AREA])
+                new_sheet.io_table.add_row(
+                    ['Area (&microm<sup>2</sup>)', AREA])
 
 
 class datasheet_gen():
diff --git a/compiler/datasheet/wavedrom.py b/compiler/datasheet/wavedrom.py
deleted file mode 100644
index e8c68c56..00000000
--- a/compiler/datasheet/wavedrom.py
+++ /dev/null
@@ -1,827 +0,0 @@
-#!/usr/bin/python
-# The MIT License (MIT)
-#
-# Copyright (c) 2011-2016 Aliaksei Chapyzhenka
-#
-# Permission is hereby granted, free of charge, to any person obtaining a copy
-# of this software and associated documentation files (the "Software"), to deal
-# in the Software without restriction, including without limitation the rights
-# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-# copies of the Software, and to permit persons to whom the Software is
-# furnished to do so, subject to the following conditions:
-#
-# The above copyright notice and this permission notice shall be included in
-# all copies or substantial portions of the Software.
-#
-# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-# THE SOFTWARE.
-#
-# Translated to Python from original file:
-# https://github.com/drom/wavedrom/blob/master/src/WaveDrom.js
-#
-
-import sys
-import json
-import math
-import waveskin
-
-font_width = 7
-
-lane = {
-    "xs"     : 20,    # tmpgraphlane0.width
-    "ys"     : 20,    # tmpgraphlane0.height
-    "xg"     : 120,   # tmpgraphlane0.x
-    "yg"     : 0,     # head gap
-    "yh0"    : 0,     # head gap title
-    "yh1"    : 0,     # head gap
-    "yf0"    : 0,     # foot gap
-    "yf1"    : 0,     # foot gap
-    "y0"     : 5,     # tmpgraphlane0.y
-    "yo"     : 30,    # tmpgraphlane1.y - y0
-    "tgo"    : -10,   # tmptextlane0.x - xg
-    "ym"     : 15,    # tmptextlane0.y - y0
-    "xlabel" : 6,     # tmptextlabel.x - xg
-    "xmax"   : 1,
-    "scale"  : 1,
-    "head"   : {},
-    "foot"   : {}
-}
-
-def genBrick (texts, extra, times) :
-
-    R = []
-    if len( texts ) == 4 :
-        for j in range( times ):
-
-            R.append(texts[0])
-
-            for i in range ( extra ):
-                R.append(texts[1])
-
-            R.append(texts[2])
-            for i in range ( extra ):
-                R.append(texts[3])
-
-        return R
-
-    if len( texts ) == 1 :
-        texts.append(texts[0])
-
-    R.append(texts[0])
-    for i in range (times * (2 * (extra + 1)) - 1) :
-        R.append(texts[1])
-    return R
-
-def genFirstWaveBrick (text, extra, times) :
-
-    pattern = {
-        'p': ['pclk', '111', 'nclk', '000'],
-        'n': ['nclk', '000', 'pclk', '111'],
-        'P': ['Pclk', '111', 'nclk', '000'],
-        'N': ['Nclk', '000', 'pclk', '111'],
-        'l': ['000'],
-        'L': ['000'],
-        '0': ['000'],
-        'h': ['111'],
-        'H': ['111'],
-        '1': ['111'],
-        '=': ['vvv-2'],
-        '2': ['vvv-2'],
-        '3': ['vvv-3'],
-        '4': ['vvv-4'],
-        '5': ['vvv-5'],
-        'd': ['ddd'],
-        'u': ['uuu'],
-        'z': ['zzz']
-        }
-
-    return genBrick( pattern.get( text,  ['xxx'] )  , extra, times );
-
-def genWaveBrick (text, extra, times) :
-
-    x1 = {'p':'pclk', 'n':'nclk', 'P':'Pclk', 'N':'Nclk', 'h':'pclk', 'l':'nclk', 'H':'Pclk', 'L':'Nclk'}
-    x2 = {'0':'0', '1':'1', 'x':'x', 'd':'d', 'u':'u', 'z':'z', '=':'v',  '2':'v',  '3':'v',  '4':'v',  '5':'v' }
-    x3 = {'0': '', '1': '', 'x': '', 'd': '', 'u': '', 'z': '', '=':'-2', '2':'-2', '3':'-3', '4':'-4', '5':'-5'}
-    y1 = {
-        'p':'0', 'n':'1',
-        'P':'0', 'N':'1',
-        'h':'1', 'l':'0',
-        'H':'1', 'L':'0',
-        '0':'0', '1':'1', 'x':'x', 'd':'d', 'u':'u', 'z':'z', '=':'v', '2':'v', '3':'v', '4':'v', '5':'v'}
-
-    y2 = {
-        'p': '', 'n': '',
-        'P': '', 'N': '',
-        'h': '', 'l': '',
-        'H': '', 'L': '',
-        '0': '', '1': '', 'x': '', 'd': '', 'u': '', 'z': '', '=':'-2', '2':'-2', '3':'-3', '4':'-4', '5':'-5'}
-
-    x4 = {
-        'p': '111', 'n': '000',
-        'P': '111', 'N': '000',
-        'h': '111', 'l': '000',
-        'H': '111', 'L': '000',
-        '0': '000', '1': '111', 'x': 'xxx', 'd': 'ddd', 'u': 'uuu', 'z': 'zzz',
-        '=': 'vvv-2', '2': 'vvv-2', '3': 'vvv-3', '4': 'vvv-4', '5': 'vvv-5'}
-
-    x5 = {'p':'nclk', 'n':'pclk', 'P':'nclk', 'N':'pclk'}
-    x6 = {'p': '000', 'n': '111', 'P': '000', 'N': '111'}
-    xclude = {'hp':'111', 'Hp':'111', 'ln': '000', 'Ln': '000', 'nh':'111', 'Nh':'111', 'pl': '000', 'Pl':'000'}
-
-    #atext = text.split()
-    atext = text
-
-    tmp0 = x4.get(atext[1])
-    tmp1 = x1.get(atext[1])
-    if tmp1 == None :
-        tmp2 = x2.get(atext[1])
-        if tmp2 == None :
-            # unknown
-            return genBrick(['xxx'], extra, times)
-        else :
-            tmp3 = y1.get(atext[0])
-            if tmp3 == None :
-                # unknown
-                return genBrick(['xxx'], extra, times)
-
-            # soft curves
-            return genBrick([tmp3 + 'm' + tmp2 + y2[atext[0]] + x3[atext[1]], tmp0], extra, times)
-
-    else :
-        tmp4 = xclude.get(text)
-        if tmp4 != None :
-            tmp1 = tmp4
-
-        # sharp curves
-        tmp2 = x5.get(atext[1])
-        if tmp2 == None :
-            # hlHL
-            return genBrick([tmp1, tmp0], extra, times)
-        else :
-            # pnPN
-            return genBrick([tmp1, tmp0, tmp2, x6[atext[1]]], extra, times)
-
-def parseWaveLane (text, extra) :
-
-    R = []
-    Stack = text
-    Next   = Stack[0]
-    Stack  = Stack[1:]
-
-    Repeats = 1
-    while len(Stack) and ( Stack[0] == '.' or Stack[0] == '|' ): # repeaters parser
-        Stack=Stack[1:]
-        Repeats += 1
-
-    R.extend(genFirstWaveBrick(Next, extra, Repeats))
-
-    while len(Stack) :
-        Top = Next
-        Next = Stack[0]
-        Stack = Stack[1:]
-        Repeats = 1
-        while len(Stack) and ( Stack[0] == '.' or Stack[0] == '|' ) : # repeaters parser
-            Stack=Stack[1:]
-            Repeats += 1
-        R.extend(genWaveBrick((Top + Next), extra, Repeats))
-
-    for i in range( lane['phase'] ):
-        R = R[1:]
-    return R
-
-def parseWaveLanes (sig) :
-
-    def data_extract (e) :
-        tmp = e.get('data')
-        if tmp == None : return None
-        if is_type_str (tmp) : tmp=tmp.split()
-        return tmp
-
-    content = []
-    for sigx in sig :
-        lane['period'] = sigx.get('period',1)
-        lane['phase']  = int( sigx.get('phase',0 ) * 2 )
-        sub_content=[]
-        sub_content.append( [sigx.get('name',' '), sigx.get('phase',0 ) ] )
-        sub_content.append( parseWaveLane( sigx['wave'], int(lane['period'] * lane['hscale'] - 1 ) ) if sigx.get('wave') else None )
-        sub_content.append( data_extract(sigx) )
-        content.append(sub_content)
-
-    return content
-
-def findLaneMarkers (lanetext) :
-
-    lcount = 0
-    gcount = 0
-    ret = []
-    for i in range( len( lanetext ) ) :
-        if lanetext[i] == 'vvv-2' or lanetext[i] == 'vvv-3' or lanetext[i] == 'vvv-4' or lanetext[i] == 'vvv-5' :
-            lcount += 1
-        else :
-            if lcount !=0 :
-                ret.append(gcount - ((lcount + 1) / 2))
-                lcount = 0
-
-        gcount += 1
-
-    if lcount != 0 :
-        ret.append(gcount - ((lcount + 1) / 2))
-
-    return ret
-
-def renderWaveLane (root, content, index) :
-
-    xmax     = 0
-    xgmax    = 0
-    glengths = []
-    svgns    = 'http://www.w3.org/2000/svg'
-    xlinkns  = 'http://www.w3.org/1999/xlink'
-    xmlns    = 'http://www.w3.org/XML/1998/namespace'
-    for j in range( len(content) ):
-        name = content[j][0][0]
-        if name : # check name
-            g = [
-                'g',
-                {
-                    'id': 'wavelane_' + str(j) + '_' + str(index),
-                    'transform': 'translate(0,' + str(lane['y0'] + j * lane['yo']) + ')'
-                }
-            ]
-            root.append(g)
-            title = [
-                'text',
-                {
-                    'x': lane['tgo'],
-                    'y': lane['ym'],
-                    'class': 'info',
-                    'text-anchor': 'end',
-                    'xml:space': 'preserve'
-                },
-                ['tspan', name]
-            ]
-            g.append(title)
-
-            glengths.append( len(name) * font_width + font_width )
-
-            xoffset = content[j][0][1]
-            xoffset = math.ceil(2 * xoffset) - 2 * xoffset if xoffset > 0 else -2 * xoffset
-            gg = [
-                'g',
-                {
-                    'id': 'wavelane_draw_' + str(j) + '_' + str(index),
-                    'transform': 'translate(' + str( xoffset * lane['xs'] ) + ', 0)'
-                }
-            ]
-            g.append(gg)
-
-            if content[j][1] :
-                for i in range( len(content[j][1]) ) :
-                    b = [
-                       'use',
-                       {
-                           #'id': 'use_' + str(i) + '_' + str(j) + '_' + str(index),
-                           'xmlns:xlink':xlinkns,
-                           'xlink:href': '#' + str( content[j][1][i] ),
-                           'transform': 'translate(' + str(i * lane['xs']) + ')'
-                       }
-                    ]
-                    gg.append(b)
-
-                if content[j][2] and len(content[j][2]) :
-                    labels = findLaneMarkers(content[j][1])
-                    if len(labels) != 0 :
-                        for k in range( len(labels) ) :
-                            if content[j][2] and k < len(content[j][2]) :
-                                title = [
-                                    'text',
-                                    {
-                                        'x': int(labels[k]) * lane['xs'] + lane['xlabel'],
-                                        'y': lane['ym'],
-                                        'text-anchor': 'middle',
-                                        'xml:space': 'preserve'
-                                    },
-                                    ['tspan',content[j][2][k]]
-                                ]
-                                gg.append(title)
-
-
-                if len(content[j][1]) > xmax :
-                    xmax = len(content[j][1])
-
-    lane['xmax'] = xmax
-    lane['xg'] = xgmax + 20
-    return glengths
-
-def renderMarks (root, content, index) :
-
-    def captext ( g, cxt, anchor, y ) :
-
-        if cxt.get(anchor) and cxt[anchor].get('text') :
-            tmark = [
-                'text',
-                {
-                    'x': float( cxt['xmax'] ) * float( cxt['xs'] ) / 2,
-                    'y': y,
-                    'text-anchor': 'middle',
-                    'fill': '#000',
-                    'xml:space': 'preserve'
-                }, cxt[anchor]['text']
-            ]
-            g.append(tmark)
-
-    def ticktock ( g, cxt, ref1, ref2, x, dx, y, length ) :
-        L = []
-
-        if cxt.get(ref1) == None or cxt[ref1].get(ref2) == None :
-            return
-
-        val = cxt[ref1][ref2]
-        if is_type_str( val ) :
-            val = val.split()
-        elif type( val ) is int :
-            offset = val
-            val = []
-            for i in range ( length ) :
-                val.append(i + offset)
-
-        if type( val ) is list :
-            if len( val ) == 0 :
-                return
-            elif len( val ) == 1 :
-                offset = val[0]
-                if is_type_str(offset) :
-                    L = val
-                else :
-                    for i in range ( length ) :
-                        L[i] = i + offset
-
-            elif len( val ) == 2:
-                offset = int(val[0])
-                step   = int(val[1])
-                tmp = val[1].split('.')
-                if len( tmp ) == 2 :
-                    dp = len( tmp[1] )
-
-                if is_type_str(offset) or is_type_str(step) :
-                    L = val
-                else :
-                    offset = step * offset
-                    for i in range( length ) :
-                        L[i] = "{0:.",dp,"f}".format(step * i + offset)
-
-            else :
-                L = val
-
-        else :
-           return
-
-        for i in range( length ) :
-            tmp = L[i]
-            tmark = [
-                'text',
-                {
-                    'x': i * dx + x,
-                    'y': y,
-                    'text-anchor': 'middle',
-                    'class': 'muted',
-                    'xml:space': 'preserve'
-                }, str(tmp)
-            ]
-            g.append(tmark)
-
-    mstep  = 2 * int(lane['hscale'])
-    mmstep = mstep * lane['xs']
-    marks  = int( lane['xmax'] / mstep )
-    gy     = len( content ) * int(lane['yo'])
-
-    g = ['g', {'id': 'gmarks_' + str(index)}]
-    root.insert(0,g)
-
-    for i in range( marks + 1):
-        gg = [
-            'path',
-            {
-                'id':    'gmark_' + str(i) + '_' + str(index),
-                'd':     'm ' + str(i * mmstep) + ',' + '0' + ' 0,' + str(gy),
-                'style': 'stroke:#888;stroke-width:0.5;stroke-dasharray:1,3'
-            }
-        ]
-        g.append( gg )
-
-    captext(g, lane, 'head', -33 if lane['yh0'] else -13 )
-    captext(g, lane, 'foot', gy + ( 45 if lane['yf0'] else 25 ) )
-
-    ticktock( g, lane, 'head', 'tick',          0, mmstep,      -5, marks + 1)
-    ticktock( g, lane, 'head', 'tock', mmstep / 2, mmstep,      -5, marks)
-    ticktock( g, lane, 'foot', 'tick',          0, mmstep, gy + 15, marks + 1)
-    ticktock( g, lane, 'foot', 'tock', mmstep / 2, mmstep, gy + 15, marks)
-
-def renderArcs (root, source, index, top) :
-
-    Stack = []
-    Edge = {'words': [], 'frm': 0, 'shape': '', 'to': 0, 'label': ''}
-    Events = {}
-    svgns = 'http://www.w3.org/2000/svg'
-    xmlns = 'http://www.w3.org/XML/1998/namespace'
-
-    if source :
-        for i in range (len (source) ) :
-            lane['period'] = source[i].get('period',1)
-            lane['phase']  = int( source[i].get('phase',0 ) * 2 )
-            text = source[i].get('node')
-            if text:
-                Stack = text
-                pos = 0
-                while len( Stack ) :
-                    eventname = Stack[0]
-                    Stack=Stack[1:]
-                    if eventname != '.' :
-                        Events[eventname] = {
-                            'x' : str( int( float( lane['xs'] ) * (2 * pos * lane['period'] * lane['hscale'] - lane['phase'] ) + float( lane['xlabel'] ) ) ),
-                            'y' : str( int( i * lane['yo'] + lane['y0'] + float( lane['ys'] ) * 0.5 ) )
-                        }
-                    pos += 1
-
-        gg = [ 'g', { 'id' : 'wavearcs_' + str( index ) } ]
-        root.append(gg)
-
-        if top.get('edge') :
-            for i in range( len ( top['edge'] ) ) :
-                Edge['words'] = top['edge'][i].split()
-                Edge['label'] = top['edge'][i][len(Edge['words'][0]):]
-                Edge['label'] = Edge['label'][1:]
-                Edge['frm']   = Edge['words'][0][0]
-                Edge['to']    = Edge['words'][0][-1]
-                Edge['shape'] = Edge['words'][0][1:-1]
-                frm  = Events[Edge['frm']]
-                to   = Events[Edge['to']]
-                gmark = [
-                  'path',
-                   {
-                     'id': 'gmark_' + Edge['frm'] + '_' + Edge['to'],
-                     'd': 'M ' + frm['x'] + ',' + frm['y'] + ' ' + to['x']   + ',' + to['y'],
-                     'style': 'fill:none;stroke:#00F;stroke-width:1'
-                   }
-                ]
-                gg.append(gmark)
-                dx = float( to['x'] ) - float( frm['x'] )
-                dy = float( to['y'] ) - float( frm['y'] )
-                lx = (float(frm['x']) + float(to['x'])) / 2
-                ly = (float(frm['y']) + float(to['y'])) / 2
-                pattern = {
-                    '~'    : {'d': 'M ' + frm['x'] + ',' + frm['y'] + ' c ' + str(0.7 * dx) + ', 0 ' + str(0.3 * dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy) },
-                    '-~'   : {'d': 'M ' + frm['x'] + ',' + frm['y'] + ' c ' + str(0.7 * dx) + ', 0 ' +       str(dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy) },
-                    '~-'   : {'d': 'M ' + frm['x'] + ',' + frm['y'] + ' c ' + '0'           + ', 0 ' + str(0.3 * dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy) },
-                    '-|'   : {'d': 'm ' + frm['x'] + ',' + frm['y'] + ' ' + str(dx) + ',0 0,' + str(dy)},
-                    '|-'   : {'d': 'm ' + frm['x'] + ',' + frm['y'] + ' 0,' + str(dy) + ' ' + str(dx) + ',0'},
-                    '-|-'  : {'d': 'm ' + frm['x'] + ',' + frm['y'] + ' ' + str(dx / 2) + ',0 0,' + str(dy) + ' ' + str(dx / 2) + ',0'},
-                    '->'   : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none'},
-                    '~>'   : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none', 'd': 'M ' + frm['x'] + ',' + frm['y'] + ' ' + 'c ' + str(0.7 * dx) + ', 0 ' + str(0.3 * dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy)},
-                    '-~>'  : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none', 'd': 'M ' + frm['x'] + ',' + frm['y'] + ' ' + 'c ' + str(0.7 * dx) + ', 0 ' +     str(dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy)},
-                    '~->'  : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none', 'd': 'M ' + frm['x'] + ',' + frm['y'] + ' ' + 'c ' + '0'     + ', 0 ' + str(0.3 * dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy)},
-                    '-|>'  : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none', 'd': 'm ' + frm['x'] + ',' + frm['y'] + ' ' + str(dx) + ',0 0,' + str(dy)},
-                    '|->'  : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none', 'd': 'm ' + frm['x'] + ',' + frm['y'] + ' 0,' + str(dy) + ' ' + str(dx) + ',0'},
-                    '-|->' : {'style': 'marker-end:url(#arrowhead);stroke:#0041c4;stroke-width:1;fill:none', 'd': 'm ' + frm['x'] + ',' + frm['y'] + ' ' + str(dx / 2) + ',0 0,' + str(dy) + ' ' + str(dx / 2) + ',0'},
-                    '<->'  : {'style': 'marker-end:url(#arrowhead);marker-start:url(#arrowtail);stroke:#0041c4;stroke-width:1;fill:none'},
-                    '<~>'  : {'style': 'marker-end:url(#arrowhead);marker-start:url(#arrowtail);stroke:#0041c4;stroke-width:1;fill:none','d': 'M ' + frm['x'] + ',' + frm['y'] + ' ' + 'c ' + str(0.7 * dx) + ', 0 ' + str(0.3 * dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy)},
-                    '<-~>' : {'style': 'marker-end:url(#arrowhead);marker-start:url(#arrowtail);stroke:#0041c4;stroke-width:1;fill:none','d': 'M ' + frm['x'] + ',' + frm['y'] + ' ' + 'c ' + str(0.7 * dx) + ', 0 ' +     str(dx) + ', ' + str(dy) + ' ' + str(dx) + ', ' + str(dy)},
-                    '<-|>' : {'style': 'marker-end:url(#arrowhead);marker-start:url(#arrowtail);stroke:#0041c4;stroke-width:1;fill:none','d': 'm ' + frm['x'] + ',' + frm['y'] + ' ' + str(dx) + ',0 0,' + str(dy)},
-                    '<-|->': {'style': 'marker-end:url(#arrowhead);marker-start:url(#arrowtail);stroke:#0041c4;stroke-width:1;fill:none','d': 'm ' + frm['x'] + ',' + frm['y'] + ' ' + str(dx / 2) + ',0 0,' + str(dy) + ' ' + str(dx / 2) + ',0'}
-                }
-                gmark[1].update( pattern.get( Edge['shape'], { 'style': 'fill:none;stroke:#00F;stroke-width:1' } ) )
-
-                if Edge['label']:
-                    if Edge['shape'] == '-~' :
-                         lx = float(frm['x']) + (float(to['x']) - float(frm['x'])) * 0.75
-                    if Edge['shape'] == '~-' :
-                         lx = float(frm['x']) + (float(to['x']) - float(frm['x'])) * 0.25
-                    if Edge['shape'] == '-|' :
-                         lx = float(to['x'])
-                    if Edge['shape'] == '|-' :
-                         lx = float(frm['x'])
-                    if Edge['shape'] == '-~>':
-                         lx = float(frm['x']) + (float(to['x']) - float(frm['x'])) * 0.75
-                    if Edge['shape'] == '~->':
-                         lx = float(frm['x']) + (float(to['x']) - float(frm['x'])) * 0.25
-                    if Edge['shape'] == '-|>' :
-                         lx = float(to['x'])
-                    if Edge['shape'] == '|->' :
-                         lx = float(frm['x'])
-                    if Edge['shape'] == '<-~>':
-                         lx = float(frm['x']) + (float(to['x']) - float(frm['x'])) * 0.75
-                    if Edge['shape'] =='<-|>' :
-                         lx = float(to['x'])
-
-                    lwidth = len( Edge['label'] ) * font_width
-                    label = [
-                        'text',
-                        {
-                            'style': 'font-size:10px;',
-                            'text-anchor': 'middle',
-                            'xml:space': 'preserve',
-                            'x': int( lx ),
-                            'y': int( ly + 3 )
-                        },
-                        [ 'tspan', Edge['label'] ]
-                    ]
-                    underlabel = [
-                        'rect',
-                        {
-                            'height': 9,
-                            'style': 'fill:#FFF;',
-                            'width': lwidth,
-                            'x': int( lx - lwidth / 2 ),
-                            'y': int( ly - 5 )
-                        }
-                    ]
-                    gg.append(underlabel)
-                    gg.append(label)
-
-        for k in Events:
-            if k.islower() :
-                if int( Events[k]['x'] ) > 0 :
-                    lwidth = len( k ) * font_width
-                    underlabel = [
-                        'rect',
-                        {
-                            'x': float( Events[k]['x'] ) - float(lwidth) / 2,
-                            'y': int( Events[k]['y'] ) - 4,
-                            'height': 8,
-                            'width': lwidth,
-                            'style': 'fill:#FFF;'
-                        }
-                    ]
-                    gg.append(underlabel)
-                    label = [
-                        'text',
-                        {
-                            'style': 'font-size:8px;',
-                            'x': int( Events[k]['x'] ),
-                            'y': int( Events[k]['y'] ) + 2,
-                            'width': lwidth,
-                            'text-anchor': 'middle'
-                        },
-                        k
-                    ]
-                    gg.append(label)
-
-def parseConfig (source) :
-
-    lane['hscale'] = 1
-    if lane.get('hscale0') :
-        lane['hscale'] = lane['hscale0']
-
-    if source and source.get('config') and source.get('config').get('hscale'):
-        hscale = round(source.get('config').get('hscale'))
-        if hscale > 0 :
-            if hscale > 100 : hscale = 100
-            lane['hscale'] = hscale
-
-    lane['yh0'] = 0
-    lane['yh1'] = 0
-    if source and source.get('head') :
-        lane['head'] = source['head']
-        if source.get('head').get('tick',0) == 0 : lane['yh0'] = 20
-        if source.get('head').get('tock',0) == 0 : lane['yh0'] = 20
-        if source.get('head').get('text') : lane['yh1'] = 46; lane['head']['text'] = source['head']['text']
-
-    lane['yf0'] = 0
-    lane['yf1'] = 0
-    if source and source.get('foot') :
-        lane['foot'] = source['foot']
-        if source.get('foot').get('tick',0) == 0 : lane['yf0'] = 20
-        if source.get('foot').get('tock',0) == 0 : lane['yf0'] = 20
-        if source.get('foot').get('text') : lane['yf1'] = 46; lane['foot']['text'] = source['foot']['text']
-
-def rec (tmp, state) :
-
-    name = str( tmp[0] )
-    delta_x = 25
-
-    state['x'] += delta_x
-    for i in range( len( tmp ) ) :
-       if type( tmp[i] ) is list :
-           old_y = state['y']
-           rec( tmp[i], state )
-           state['groups'].append( {'x':state['xx'], 'y':old_y, 'height':state['y'] - old_y, 'name': state['name'] } )
-       elif type( tmp[i] ) is dict :
-           state['lanes'].append(tmp[i])
-           state['width'].append(state['x'])
-           state['y'] += 1
-
-    state['xx'] = state['x']
-    state['x'] -= delta_x
-    state['name'] = name
-
-def insertSVGTemplate (index, parent, source) :
-
-    e = waveskin.WaveSkin['default']
-
-    if source.get('config') and source.get('config').get('skin') :
-        if waveskin.WaveSkin.get( source.get('config').get('skin') ) :
-            e = waveskin.WaveSkin[ source.get('config').get('skin') ]
-
-    if index == 0 :
-        lane['xs']     = int( e[3][1][2][1]['width'] )
-        lane['ys']     = int( e[3][1][2][1]['height'] )
-        lane['xlabel'] = int( e[3][1][2][1]['x'] )
-        lane['ym']     = int( e[3][1][2][1]['y'] )
-
-    else :
-        e = ['svg', {'id': 'svg', 'xmlns': 'http://www.w3.org/2000/svg', 'xmlns:xlink': 'http://www.w3.org/1999/xlink', 'height': '0'},
-            ['g', {'id': 'waves'},
-                ['g', {'id': 'lanes'}],
-                ['g', {'id': 'groups'}]
-            ]
-        ]
-
-    e[-1][1]['id']    = 'waves_'      + str(index)
-    e[-1][2][1]['id'] = 'lanes_'      + str(index)
-    e[-1][3][1]['id'] = 'groups_'     + str(index)
-    e[1]['id']        = 'svgcontent_' + str(index)
-    e[1]['height']    = 0
-
-    parent.extend(e)
-
-def renderWaveForm (index, source, output) :
-
-    xmax = 0
-    root = []
-    groups = []
-
-    if source.get('signal'):
-        insertSVGTemplate(index, output, source)
-        parseConfig( source )
-        ret = {'x':0, 'y':0, 'xmax':0, 'width':[], 'lanes':[], 'groups':[] }
-        rec( source['signal'], ret )
-        content  = parseWaveLanes(ret['lanes'])
-        glengths = renderWaveLane(root, content, index)
-        for i in range( len( glengths ) ):
-            xmax = max( xmax, ( glengths[i] + ret['width'][i] ) )
-        renderMarks(root, content, index)
-        renderArcs(root, ret['lanes'], index, source)
-        renderGaps(root, ret['lanes'], index)
-        renderGroups(groups, ret['groups'], index)
-        lane['xg'] = int( math.ceil( float( xmax - lane['tgo'] ) / float(lane['xs'] ) ) ) * lane['xs']
-        width  = (lane['xg'] + lane['xs'] * (lane['xmax'] + 1) )
-        height = len(content) * lane['yo'] + lane['yh0'] + lane['yh1'] + lane['yf0'] + lane['yf1']
-        output[1]={
-            'id'         :'svgcontent_' + str(index),
-            'xmlns'      :"http://www.w3.org/2000/svg",
-            'xmlns:xlink':"http://www.w3.org/1999/xlink",
-            'width'      :str(width),
-            'height'     :str(height),
-            'viewBox'    :'0 0 ' + str(width) + ' ' + str(height),
-            'overflow'   :"hidden"
-        }
-        output[-1][2][1]['transform']='translate(' + str(lane['xg'] + 0.5) + ', ' + str((float(lane['yh0']) + float(lane['yh1'])) + 0.5) + ')'
-
-    output[-1][2].extend(root)
-    output[-1][3].extend(groups)
-
-def renderGroups (root, groups, index) :
-
-    svgns = 'http://www.w3.org/2000/svg',
-    xmlns = 'http://www.w3.org/XML/1998/namespace'
-
-    for i in range( len( groups ) ) :
-        group = [
-                'path',
-                {
-                    'id':    'group_' + str(i) + '_' + str(index),
-                    'd':     'm ' + str( groups[i]['x'] + 0.5 ) + ',' + str( groups[i]['y']* lane['yo'] + 3.5 + lane['yh0'] + lane['yh1'] ) + ' c -3,0 -5,2 -5,5 l 0,' + str( int( groups[i]['height'] * lane['yo'] - 16 ) ) + ' c 0,3 2,5 5,5',
-                    'style': 'stroke:#0041c4;stroke-width:1;fill:none'
-                }
-            ]
-        root.append(group)
-
-        name = groups[i]['name']
-        x = str( int( groups[i]['x'] - 10 ) )
-        y = str( int( lane['yo'] * (groups[i]['y'] + (float(groups[i]['height']) / 2)) + lane['yh0'] + lane['yh1'] ) )
-        label = [
-           ['g',
-               {'transform': 'translate(' + x + ',' + y + ')'},
-               ['g', {'transform': 'rotate(270)'},
-                   'text',
-                   {
-                       'text-anchor': 'middle',
-                       'class': 'info',
-                       'xml:space' : 'preserve'
-                   },
-                   ['tspan',name]
-               ]
-          ]
-        ]
-        root.append(label)
-
-def renderGaps (root, source, index) :
-
-    Stack = []
-    svgns   = 'http://www.w3.org/2000/svg',
-    xlinkns = 'http://www.w3.org/1999/xlink'
-
-    if source:
-
-        gg = [
-            'g',
-            { 'id': 'wavegaps_' + str(index) }
-        ]
-
-        for i in range( len( source )):
-            lane['period'] = source[i].get('period',1)
-            lane['phase']  = int( source[i].get('phase',0 ) * 2 )
-
-            g = [
-                'g',
-                {
-                    'id': 'wavegap_' + str(i) + '_' + str(index),
-                    'transform': 'translate(0,' + str(lane['y0'] + i * lane['yo']) + ')'
-                }
-            ]
-            gg.append(g)
-
-            if source[i].get('wave'):
-                text = source[i]['wave']
-                Stack = text
-                pos = 0
-                while len( Stack ) :
-                    c = Stack [0]
-                    Stack = Stack[1:]
-                    if c == '|' :
-                        b = [
-                           'use',
-                           {
-                               'xmlns:xlink':xlinkns,
-                               'xlink:href':'#gap',
-                               'transform': 'translate(' + str(int(float(lane['xs']) * ((2 * pos + 1) * float(lane['period']) * float(lane['hscale']) - float(lane['phase'])))) + ')'
-                           }
-                        ]
-                        g.append(b)
-                    pos += 1
-
-        root.append( gg )
-
-def is_type_str( var ) :
-    if sys.version_info[0] < 3:
-        return type( var ) is str or type( var ) is unicode
-    else:
-        return type( var ) is str
-
-def convert_to_svg( root ) :
-
-    svg_output = ''
-
-    if type( root ) is list:
-        if len(root) >= 2 and type( root[1] ) is dict:
-           if len( root ) == 2 :
-               svg_output += '<' + root[0] + convert_to_svg( root[1] ) + '/>\n'
-           elif len( root ) >= 3 :
-               svg_output += '<' + root[0] + convert_to_svg( root[1] ) + '>\n'
-               if len( root ) == 3:
-                   svg_output += convert_to_svg( root[2] )
-               else:
-                   svg_output += convert_to_svg( root[2:]  )
-               svg_output += '</' + root[0] + '>\n'
-        elif type( root[0] ) is list:
-           for eleml in root:
-               svg_output += convert_to_svg( eleml )
-        else:
-           svg_output += '<' + root[0] + '>\n'
-           for eleml in root[1:]:
-               svg_output += convert_to_svg( eleml )
-           svg_output += '</' + root[0] + '>\n'
-    elif type( root ) is dict:
-        for elemd in root :
-           svg_output += ' ' + elemd + '="' + str(root[elemd]) + '"'
-    else:
-        svg_output += root
-
-    return svg_output
-
-if __name__ == '__main__':
-
-    if len( sys.argv ) != 5:
-        print ( 'Usage : ' + sys.argv[0] + ' source <input.json> svg <output.svg>' )
-        exit(1)
-
-    if sys.argv[3] != 'svg' :
-        print ( 'Error: only SVG format supported.' )
-        exit(1)
-
-    output=[]
-    inputfile  = sys.argv[2]
-    outputfile = sys.argv[4]
-
-    with open(inputfile,'r') as f:
-       jinput = json.load(f)
-
-    renderWaveForm(0,jinput,output)
-    svg_output = convert_to_svg(output)
-
-    with open(outputfile,'w') as f:
-       f.write( svg_output )

From c22025839c5b10b022030574a006e667c54931cd Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Thu, 31 Jan 2019 08:28:51 -0800
Subject: [PATCH 25/77] datasheet now indicates if analytical or characterizer
 is used

---
 compiler/characterizer/lib.py       | 5 +++--
 compiler/datasheet/datasheet.py     | 6 ++++++
 compiler/datasheet/datasheet_gen.py | 5 +++++
 3 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index a38ecd93..a63c773c 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -526,7 +526,7 @@ class lib:
         datasheet = open(OPTS.openram_temp +'/datasheet.info', 'a+')
 
         current_time = datetime.date.today()
-        datasheet.write("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},".format(
+        datasheet.write("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},{16},".format(
                         OPTS.output_name,
                         OPTS.num_words,
                         OPTS.num_banks,
@@ -542,7 +542,8 @@ class lib:
                         lib_name,
                         OPTS.word_size,
                         git_id,
-                        current_time
+                        current_time,
+                        OPTS.analytical_delay
                         ))
 
         # information of checks
diff --git a/compiler/datasheet/datasheet.py b/compiler/datasheet/datasheet.py
index d15733d5..71d1f9dd 100644
--- a/compiler/datasheet/datasheet.py
+++ b/compiler/datasheet/datasheet.py
@@ -59,6 +59,12 @@ class datasheet():
         self.html += self.operating_table.to_html()
 
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Timing and Current Data</p>'
+        model = ''
+        if self.ANALYTICAL_MODEL:
+            model = "analytical model: results may not be percise"
+        else:
+            model = "spice characterizer"
+        self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Using '+model+'</p>'
 #        self.html += timing_and_current_data(self.timing,table_id='data').__html__()
         self.html += self.timing_table.to_html()
 
diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 24bc3953..664f88c5 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -115,6 +115,10 @@ def parse_characterizer_csv(f, pages):
 
             AREA = row[col]
             col += 1
+
+            ANALYTICAL_MODEL = row[col]
+            col += 1
+
             for sheet in pages:
 
                 if sheet.name == NAME:
@@ -365,6 +369,7 @@ def parse_characterizer_csv(f, pages):
                 new_sheet.time = DATETIME
                 new_sheet.DRC = DRC
                 new_sheet.LVS = LVS
+                new_sheet.ANALYTICAL_MODEL = ANALYTICAL_MODEL
                 new_sheet.description = [NAME, NUM_WORDS, NUM_BANKS, NUM_RW_PORTS, NUM_W_PORTS,
                                          NUM_R_PORTS, TECH_NAME, MIN_PERIOD, WORD_SIZE, ORIGIN_ID, DATETIME]
 

From 12723adb0cdf9f311054d5164d3086e02bf2f5eb Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Mon, 4 Feb 2019 23:38:26 -0800
Subject: [PATCH 26/77] Modified some testing and initial delay chain sizes.

---
 .gitignore                                    |  1 +
 compiler/characterizer/model_check.py         |  6 +-
 compiler/modules/control_logic.py             | 40 ++++-----
 compiler/tests/delay_data_collection.py       | 83 ++++++++++++++-----
 ...data_4b_16word_1way_dc2x3_sae_measures.csv |  2 -
 .../data_4b_16word_1way_dc2x3_sae_model.csv   |  2 -
 .../data_4b_16word_1way_dc2x3_wl_measures.csv |  2 -
 .../data_4b_16word_1way_dc2x3_wl_model.csv    |  2 -
 ...data_4b_16word_1way_dc4x2_sae_measures.csv |  2 -
 .../data_4b_16word_1way_dc4x2_sae_model.csv   |  2 -
 .../data_4b_16word_1way_dc4x2_wl_measures.csv |  2 -
 .../data_4b_16word_1way_dc4x2_wl_model.csv    |  2 -
 12 files changed, 88 insertions(+), 58 deletions(-)
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
 delete mode 100644 compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv

diff --git a/.gitignore b/.gitignore
index c4e15e9d..b16e3d0b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,4 @@
 *.out
 *.toc
 *.synctex.gz
+**/model_data
\ No newline at end of file
diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index b3e8452f..b791e520 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -227,7 +227,11 @@ class model_check(delay):
     def get_num_delay_stages(self):
         """Gets the number of stages in the delay chain from the control logic"""
         return len(self.sram.control_logic_rw.replica_bitline.delay_fanout_list)
-     
+    
+    def get_num_delay_stage_fanout(self):
+        """Gets fanout in each stage in the delay chain. Assumes each stage is the same"""
+        return self.sram.control_logic_rw.replica_bitline.delay_fanout_list[0]
+    
     def get_num_wl_en_driver_stages(self):
         """Gets the number of stages in the wl_en driver from the control logic"""
         return self.sram.control_logic_rw.wl_en_driver.num_stages
diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 295bbca8..e81e44ea 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -30,13 +30,13 @@ class control_logic(design.design):
         self.port_type = port_type
 
         self.num_cols = word_size*words_per_row
-        self.num_words = num_rows * words_per_row
+        self.num_words = num_rows*words_per_row
         
-        self.enable_delay_chain_resizing = False
+        self.enable_delay_chain_resizing = True
         
-        #self.sram=None #disable re-sizing for debugging, FIXME: resizing is not working, needs to be adjusted for new control logic.
-        self.wl_timing_tolerance = 1 #Determines how much larger the sen delay should be. Accounts for possible error in model.
-        self.parasitic_inv_delay = parameter["min_inv_para_delay"] #Keeping 0 for now until further testing.
+        #Determines how much larger the sen delay should be. Accounts for possible error in model.
+        self.wl_timing_tolerance = 1 
+        self.parasitic_inv_delay = parameter["min_inv_para_delay"] 
         self.wl_stage_efforts = None
         self.sen_stage_efforts = None
         
@@ -159,16 +159,16 @@ class control_logic(design.design):
                 #Resize if necessary, condition depends on resizing method
                 if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): 
                     #This resizes to match fall and rise delays, can make the delay chain weird sizes.
-                    # stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
-                    # self.replica_bitline = factory.create(module_type="replica_bitline",
-                                                          # delay_fanout_list=stage_list,
-                                                          # bitcell_loads=bitcell_loads)
+                    stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
+                    self.replica_bitline = factory.create(module_type="replica_bitline",
+                                                          delay_fanout_list=stage_list,
+                                                          bitcell_loads=bitcell_loads)
                     
                     #This resizes based on total delay. 
-                    delay_stages, delay_fanout = self.get_dynamic_delay_chain_size(delay_stages_heuristic, delay_fanout_heuristic)
-                    self.replica_bitline = factory.create(module_type="replica_bitline",
-                                                          delay_fanout_list=[delay_fanout]*delay_stages,
-                                                          bitcell_loads=bitcell_loads)
+                    # delay_stages, delay_fanout = self.get_dynamic_delay_chain_size(delay_stages_heuristic, delay_fanout_heuristic)
+                    # self.replica_bitline = factory.create(module_type="replica_bitline",
+                                                          # delay_fanout_list=[delay_fanout]*delay_stages,
+                                                          # bitcell_loads=bitcell_loads)
                     
                     self.sen_delay_rise,self.sen_delay_fall = self.get_delays_to_sen() #get the new timing
                     self.delay_chain_resized = True
@@ -177,13 +177,10 @@ class control_logic(design.design):
 
     def get_heuristic_delay_chain_size(self):
         """Use a basic heuristic to determine the size of the delay chain used for the Sense Amp Enable """
-        # FIXME: These should be tuned according to the additional size parameters
-        delay_fanout = 3 # This can be anything >=2
+        delay_fanout = 2 # This can be anything >=2
         # Delay stages Must be non-inverting
-        if self.words_per_row >= 4:
-            delay_stages = 8
-        elif self.words_per_row == 2:
-            delay_stages = 6
+        if self.words_per_row >= 2:
+            delay_stages = 4
         else:
             delay_stages = 2
             
@@ -247,6 +244,8 @@ class control_logic(design.design):
         required_delay_rise = self.wl_delay_rise*self.wl_timing_tolerance - (self.sen_delay_rise-previous_delay_chain_delay/2)
         debug.info(2,"Required delays from chain: fall={}, rise={}".format(required_delay_fall,required_delay_rise))
         
+        #If the fanout is different between rise/fall by this amount. Stage algorithm is made more pessimistic.
+        WARNING_FANOUT_DIFF = 5
         #The stages need to be equal (or at least a even number of stages with matching rise/fall delays)
         while True:
             stages_fall = self.calculate_stages_with_fixed_fanout(required_delay_fall,fanout_fall)
@@ -254,7 +253,8 @@ class control_logic(design.design):
             debug.info(1,"Fall stages={}, rise stages={}".format(stages_fall,stages_rise))
             if stages_fall == stages_rise: 
                 break
-            elif abs(stages_fall-stages_rise) == 1:
+            elif abs(stages_fall-stages_rise) == 1 and WARNING_FANOUT_DIFF < abs(fanout_fall-fanout_rise):
+                debug.info(1, "Delay chain fanouts between stages are large. Making chain size larger for safety.")
                 break
             #There should also be a condition to make sure the fanout does not get too large.    
             #Otherwise, increase the fanout of delay with the most stages, calculate new stages
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index bd2a61f7..7c98bccf 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -4,6 +4,7 @@ Run a regression test on various srams
 """
 import csv,sys,os
 import pandas as pd
+import matplotlib.pyplot as plt
 
 import unittest
 from testutils import header,openram_test
@@ -19,13 +20,14 @@ MODEL_DIR = "model_data/"
 class data_collection(openram_test):
 
     def runTest(self):
-        
-        word_size, num_words, words_per_row = 4, 16, 1 
-        self.init_data_gen()
-        self.set_delay_chain(2,3)
-        self.save_data_sram_corners(word_size, num_words, words_per_row)
-        wl_dataframe, sae_dataframe = self.get_csv_data()
-        self.evaluate_data(wl_dataframe, sae_dataframe)
+        ratio_data = self.calculate_delay_ratios_of_srams()
+        self.display_data(ratio_data)
+        # word_size, num_words, words_per_row = 4, 16, 1 
+        # self.init_data_gen()
+        # self.set_delay_chain(2,3)
+        # self.save_data_sram_corners(word_size, num_words, words_per_row)
+        # wl_dataframe, sae_dataframe = self.get_csv_data()
+        # self.evaluate_data(wl_dataframe, sae_dataframe)
         
         #Run again but with different delay chain sizes
         # self.init_data_gen() 
@@ -34,12 +36,27 @@ class data_collection(openram_test):
         # wl_dataframe, sae_dataframe = self.get_csv_data()
         # self.evaluate_data(wl_dataframe, sae_dataframe)
         
-        model_delay_ratios, meas_delay_ratios, ratio_error = self.compare_model_to_measure()
-        debug.info(1, "model_delay_ratios={}".format(model_delay_ratios))
-        debug.info(1, "meas_delay_ratios={}".format(meas_delay_ratios))
-        debug.info(1, "ratio_error={}".format(ratio_error))
-        globals.end_openram()
+        # model_delay_ratios, meas_delay_ratios, ratio_error = self.compare_model_to_measure()
+        # debug.info(1, "model_delay_ratios={}".format(model_delay_ratios))
+        # debug.info(1, "meas_delay_ratios={}".format(meas_delay_ratios))
+        # debug.info(1, "ratio_error={}".format(ratio_error))
+        # globals.end_openram()
     
+    def calculate_delay_ratios_of_srams(self):
+        """Runs delay measurements on several sram configurations.
+        Computes the delay ratio for each one."""
+        delay_ratio_data = {}
+        config_tuple_list = [(32, 1024, None)]
+        #config_tuple_list = [(1, 16, 1),(4, 16, 1), (16, 16, 1), (32, 32, 1)]
+        for sram_config in config_tuple_list:
+            word_size, num_words, words_per_row = sram_config
+            self.init_data_gen()
+            self.save_data_sram_corners(word_size, num_words, words_per_row)
+            model_delay_ratios, meas_delay_ratios, ratio_error = self.compare_model_to_measure()
+            delay_ratio_data[sram_config] = ratio_error
+            debug.info(1, "Ratio percentage error={}".format(ratio_error))
+        return delay_ratio_data
+        
     def get_csv_data(self):
         """Hardcoded Hack to get the measurement data from the csv into lists. """
         wl_files_name = [file_name for file_name in self.file_names if "wl_measures" in file_name][0]
@@ -79,11 +96,30 @@ class data_collection(openram_test):
             corner = (wl_meas[proc_pos+1], wl_meas[volt_pos+1], wl_meas[temp_pos+1])
             meas_delay_ratios[corner] = wl_meas[wl_sum_pos+1]/sae_meas[sae_sum_pos+1]
             model_delay_ratios[corner] = wl_model[wl_sum_pos+1]/sae_model[sae_sum_pos+1]
-            debug.info(1,"wl_model sum={}, sae_model_sum={}".format(wl_model[wl_sum_pos+1], sae_model[sae_sum_pos+1]))
-            ratio_error[corner] = 100*abs(model_delay_ratios[corner]-meas_delay_ratios[corner])/meas_delay_ratios[corner]
+            #Not using absolute error, positive error means model was larger, negative error means it was smaller.
+            ratio_error[corner] = 100*(model_delay_ratios[corner]-meas_delay_ratios[corner])/meas_delay_ratios[corner]
             
         return model_delay_ratios, meas_delay_ratios, ratio_error 
-            
+     
+    def display_data(self, data):
+        """Displays the ratio data using matplotlib (requires graphics)"""
+        config_data = []
+        xticks = []
+        #Organize data
+        #First key level if the sram configuration (wordsize, num words, words per row)
+        for config,corner_data_dict in data.items():
+            #Second level is the corner data for that configuration.
+            for corner, corner_data in corner_data_dict.items():
+                #Right now I am only testing with a single corner, will not work with more than 1 corner
+                config_data.append(corner_data)
+            xticks.append("{}b,{}w,{}wpr".format(*config))
+        #plot data
+        data_range = [i+1 for i in range(len(data))]
+        shapes = ['ro', 'bo', 'go', 'co', 'mo']
+        plt.xticks(data_range, xticks)
+        plt.plot(data_range, config_data, 'ro')
+        plt.show()
+        
     def calculate_delay_error(self, wl_dataframe, sae_dataframe):
         """Calculates the percentage difference in delays between the wordline and sense amp enable"""
         start_data_pos = len(self.config_fields) #items before this point are configuration related
@@ -123,6 +159,9 @@ class data_collection(openram_test):
     def save_data_sram_corners(self, word_size, num_words, words_per_row):
         """Performs corner analysis on a single SRAM configuration"""
         self.create_sram(word_size, num_words, words_per_row)
+        #Setting to none forces SRAM to determine the value. Must be checked after sram creation
+        if not words_per_row: 
+            words_per_row = self.sram.s.words_per_row
         #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
         corner_gen = self.corner_combination_generator()
         init_corner = next(corner_gen)
@@ -150,7 +189,7 @@ class data_collection(openram_test):
         OPTS.trim_netlist = False
         OPTS.netlist_only = True
         OPTS.analytical_delay = False
-        OPTS.use_tech_delay_chain_size = True
+        #OPTS.use_tech_delay_chain_size = True
         # This is a hack to reload the characterizer __init__ with the spice version
         from importlib import reload
         import characterizer
@@ -209,13 +248,16 @@ class data_collection(openram_test):
         self.csv_files = {}
         self.csv_writers = {}
         self.file_names = []
+        delay_stages = self.delay_obj.get_num_delay_stages()
+        delay_stage_fanout = self.delay_obj.get_num_delay_stage_fanout()
+        
         for data_name, header_list in header_dict.items():
             file_name = '{}data_{}b_{}word_{}way_dc{}x{}_{}.csv'.format(MODEL_DIR,
                                                                 word_size, 
                                                                 num_words, 
                                                                 words_per_row,
-                                                                parameter["static_delay_stages"],
-                                                                parameter["static_fanout_per_stage"],
+                                                                delay_stages,
+                                                                delay_stage_fanout,
                                                                 data_name)
             self.file_names.append(file_name)
             self.csv_files[data_name] = open(file_name, 'w')
@@ -238,13 +280,11 @@ class data_collection(openram_test):
         self.sram_spice = OPTS.openram_temp + "temp.sp"
         self.sram.sp_write(self.sram_spice)
         
-        debug.info(1, "SRAM column address size={}".format(self.sram.s.col_addr_size))
-        
     def get_sram_data(self, corner):
         """Generates the delay object using the corner and runs a simulation for data."""
         from characterizer import model_check
         self.delay_obj = model_check(self.sram.s, self.sram_spice, corner)
-        
+
         import tech
         #Only 1 at a time
         probe_address = "1" * self.sram.s.addr_size
@@ -253,6 +293,7 @@ class data_collection(openram_test):
         slews = [tech.spice["rise_time"]*2]
 
         sram_data = self.delay_obj.analyze(probe_address,probe_data,slews,loads)
+        
         return sram_data
        
     def remove_lists_from_dict(self, dict):
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
deleted file mode 100644
index e8016aa1..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_measures.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
-4,16,1,False,TT,1.0,25,0.020618,0.0062215,0.018563000000000003,0.017233000000000002,0.007710799999999999,0.0099965,0.045221000000000004,0.12556380000000003
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
deleted file mode 100644
index 3ed42e60..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_sae_model.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
-4,16,1,False,TT,1.0,25,8.8,2.65,6.4,7.4,3.4,7.15,7.15,42.949999999999996
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
deleted file mode 100644
index 4c0ca0f3..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_measures.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
-4,16,1,False,TT,1.0,25,0.010512,0.0089216,0.014109,0.013643,0.014564,0.0086745,0.0704241
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
deleted file mode 100644
index e9faaeb9..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc2x3_wl_model.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
-4,16,1,False,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4,32.13333333333334
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
deleted file mode 100644
index fe82d4e4..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_measures.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
-4,16,1,False,TT,1.0,25,0.020572,0.006256,0.015678,0.014110000000000001,0.017755,0.013415,0.0076344,0.010162,0.04153,0.14711239999999998
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
deleted file mode 100644
index 7cac207f..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_sae_model.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xand2_rbl_in.zb_int,Xsram.Xcontrol0.rbl_in,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_1,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_2,Xsram.Xcontrol0.Xreplica_bitline.Xdelay_chain.dout_3,Xsram.Xcontrol0.Xreplica_bitline.delayed_en,Xsram.Xcontrol0.pre_s_en,Xsram.Xcontrol0.Xbuf_s_en.Zb1_int,Xsram.s_en0,sum
-4,16,1,False,TT,1.0,25,8.8,2.65,5.4,5.4,5.4,6.4,3.4,7.15,7.15,51.74999999999999
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
deleted file mode 100644
index 97844e6d..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_measures.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
-4,16,1,False,TT,1.0,25,0.010463,0.0089004,0.014107,0.013630000000000001,0.0146,0.0086902,0.0703906
diff --git a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv b/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
deleted file mode 100644
index e9faaeb9..00000000
--- a/compiler/tests/model_data/data_4b_16word_1way_dc4x2_wl_model.csv
+++ /dev/null
@@ -1,2 +0,0 @@
-word_size,num_words,words_per_row,dc_resized,process,voltage,temp,Xsram.Xcontrol0.Xbuf_wl_en.Zb1_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb2_int,Xsram.Xcontrol0.Xbuf_wl_en.Zb3_int,Xsram.wl_en0,Xsram.Xbank0.Xwordline_driver0.wl_bar_15,Xsram.Xbank0.wl_15,sum
-4,16,1,False,TT,1.0,25,5.4,5.4,5.733333333333333,4.4,5.8,5.4,32.13333333333334

From e3d003d410137f48f01c68dae28b4210221d2c6f Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 5 Feb 2019 00:43:16 -0800
Subject: [PATCH 27/77] Adjusted test values to account for recent changes.

---
 compiler/tests/21_hspice_delay_test.py  | 57 +++++++++++++------------
 compiler/tests/21_ngspice_delay_test.py | 55 ++++++++++++------------
 compiler/tests/config_data.py           |  1 +
 compiler/tests/testutils.py             |  2 +
 4 files changed, 60 insertions(+), 55 deletions(-)

diff --git a/compiler/tests/21_hspice_delay_test.py b/compiler/tests/21_hspice_delay_test.py
index 8be7152c..a2c40a22 100755
--- a/compiler/tests/21_hspice_delay_test.py
+++ b/compiler/tests/21_hspice_delay_test.py
@@ -51,35 +51,36 @@ class timing_sram_test(openram_test):
         data.update(port_data[0])
      
         if OPTS.tech_name == "freepdk45":
-            golden_data = {'delay_hl': [0.2011],
-                         'delay_lh': [0.2011],
-                         'leakage_power': 0.002,
-                         'min_period': 0.41,
-                         'read0_power': [0.63604],
-                         'read1_power': [0.6120599999999999],
-                         'slew_hl': [0.07078999999999999],
-                         'slew_lh': [0.07078999999999999],
-                         'write0_power': [0.51742],
-                         'write1_power': [0.51095],
-                         'volt_bl': [0.2017],
-                         'volt_br': [1.0765], 
-                         'delay_bl': [0.18114999999999998],
-                         'delay_br': [0.17763]}
+            golden_data = {'delay_bl': [0.19683],
+                         'delay_br': [0.19474],
+                         'delay_hl': [0.20646],
+                         'delay_lh': [0.20646],
+                         'leakage_power': 0.0013155,
+                         'min_period': 0.43,
+                         'read0_power': [0.50758],
+                         'read1_power': [0.48225999999999997],
+                         'slew_hl': [0.045869],
+                         'slew_lh': [0.045869],
+                         'volt_bl': [0.6563],
+                         'volt_br': [1.117],
+                         'write0_power': [0.46124000000000004],
+                         'write1_power': [0.48225999999999997]}
         elif OPTS.tech_name == "scn4m_subm":
-            golden_data = {'delay_hl': [1.3911],
-                         'delay_lh': [1.3911],
-                         'leakage_power': 0.0278488,
-                         'min_period': 2.812,
-                         'read0_power': [22.1183],
-                         'read1_power': [21.4388],
-                         'slew_hl': [0.6],
-                         'slew_lh': [0.6],
-                         'write0_power': [19.4103],
-                         'write1_power': [20.1167],
-                         'volt_bl': [3.1763], 
-                         'volt_br': [5.5731], 
-                         'delay_bl': [1.1133000000000002], 
-                         'delay_br': [0.9958395]}
+            golden_data = {'delay_bl': [1.1029],
+                         'delay_br': [0.9656455999999999],
+                         'delay_hl': [1.288],
+                         'delay_lh': [1.288],
+                         'leakage_power': 0.0273896,
+                         'min_period': 2.578,
+                         'read0_power': [16.9996],
+                         'read1_power': [16.2616],
+                         'slew_hl': [0.47891700000000004],
+                         'slew_lh': [0.47891700000000004],
+                         'volt_bl': [4.2155],
+                         'volt_br': [5.8142],
+                         'write0_power': [16.0656],
+                         'write1_power': [16.2616]}
+
         else:
             self.assertTrue(False) # other techs fail
         # Check if no too many or too few results
diff --git a/compiler/tests/21_ngspice_delay_test.py b/compiler/tests/21_ngspice_delay_test.py
index 98f01e53..5af44e69 100755
--- a/compiler/tests/21_ngspice_delay_test.py
+++ b/compiler/tests/21_ngspice_delay_test.py
@@ -51,35 +51,36 @@ class timing_sram_test(openram_test):
         data.update(port_data[0])
 
         if OPTS.tech_name == "freepdk45":
-            golden_data = {'delay_bl': [0.1840938],
-                           'delay_br': [0.1804373],
-                           'delay_hl': [0.2130831], 
-                           'delay_lh': [0.2130831],
-                           'leakage_power': 0.001595639, 
-                           'min_period': 0.527,
-                           'read0_power': [0.4852456],
-                           'read1_power': [0.46341889999999997],
-                           'slew_hl': [0.07351041999999999],
-                           'slew_lh': [0.07351041999999999],
-                           'volt_bl': [0.1954744],
-                           'volt_br': [1.058266],
-                           'write0_power': [0.4065201],
-                           'write1_power': [0.46341889999999997]}
+            golden_data = {'delay_bl': [0.2003652],
+                         'delay_br': [0.198698],
+                         'delay_hl': [0.2108836],
+                         'delay_lh': [0.2108836],
+                         'leakage_power': 0.001564799,
+                         'min_period': 0.508,
+                         'read0_power': [0.43916689999999997],
+                         'read1_power': [0.4198608],
+                         'slew_hl': [0.0455126],
+                         'slew_lh': [0.0455126],
+                         'volt_bl': [0.6472883],
+                         'volt_br': [1.114024],
+                         'write0_power': [0.40681890000000004],
+                         'write1_power': [0.4198608]}
         elif OPTS.tech_name == "scn4m_subm":
-            golden_data = {'delay_hl': [1.610911],
-                         'delay_lh': [1.610911],
-                         'leakage_power': 0.0023593859999999998,
+            golden_data = {'delay_bl': [1.3937359999999999],
+                         'delay_br': [1.2596429999999998],
+                         'delay_hl': [1.5747600000000002],
+                         'delay_lh': [1.5747600000000002],
+                         'leakage_power': 0.00195795,
                          'min_period': 3.281,
-                         'read0_power': [20.763569999999998],
-                         'read1_power': [20.32745],
-                         'slew_hl': [0.7986348999999999],
-                         'slew_lh': [0.7986348999999999],
-                         'write0_power': [17.58272],
-                         'write1_power': [18.523419999999998],
-                         'volt_bl': [3.1763], 
-                         'volt_br': [5.5731], 
-                         'delay_bl': [1.1133000000000002], 
-                         'delay_br': [0.9958395]}
+                         'read0_power': [14.92874],
+                         'read1_power': [14.369810000000001],
+                         'slew_hl': [0.49631959999999997],
+                         'slew_lh': [0.49631959999999997],
+                         'volt_bl': [4.132618],
+                         'volt_br': [5.573099],
+                         'write0_power': [13.79953],
+                         'write1_power': [14.369810000000001]}
+
         else:
             self.assertTrue(False) # other techs fail
 
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
index 08168bc3..f81a2451 100755
--- a/compiler/tests/config_data.py
+++ b/compiler/tests/config_data.py
@@ -1,3 +1,4 @@
+#Config file used for collecting data.
 word_size = 1
 num_words = 16
 
diff --git a/compiler/tests/testutils.py b/compiler/tests/testutils.py
index 74d97960..ee7f1412 100755
--- a/compiler/tests/testutils.py
+++ b/compiler/tests/testutils.py
@@ -62,6 +62,8 @@ class openram_test(unittest.TestCase):
         delay_obj.set_load_slew(load, slew)
         delay_obj.set_probe(probe_address="1"*sram.addr_size, probe_data=(sram.word_size-1))
         test_port = delay_obj.read_ports[0] #Only test one port, assumes other ports have similar period.
+        delay_obj.create_signal_names()
+        delay_obj.create_measurement_names()
         delay_obj.create_measurement_objects()
         delay_obj.find_feasible_period_one_port(test_port) 
         return delay_obj.period        

From 5f01a52113de8a5d987ff58ec76c88e5e6fcdd92 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 5 Feb 2019 21:15:12 -0800
Subject: [PATCH 28/77] Fixed some delay model bugs.

---
 compiler/characterizer/delay.py     |  6 ++++--
 compiler/modules/control_logic.py   | 15 +++++++++++----
 compiler/modules/sense_amp.py       |  1 +
 compiler/modules/sense_amp_array.py |  2 +-
 compiler/pgates/pdriver.py          | 13 ++++++-------
 5 files changed, 23 insertions(+), 14 deletions(-)

diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 14bdcd11..9230be55 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -889,7 +889,8 @@ class delay(simulation):
         """
         if OPTS.num_rw_ports > 1 or OPTS.num_w_ports > 0 and OPTS.num_r_ports > 0:
             debug.warning("Analytical characterization results are not supported for multiport.")
-        
+        self.create_signal_names()
+        self.create_measurement_names()
         power = self.analytical_power(slews, loads)
         port_data = self.get_empty_measure_data_dict()
         for slew in slews:
@@ -907,7 +908,8 @@ class delay(simulation):
                         else:
                             debug.error("Measurement name not recognized: {}".format(mname),1)
         period_margin = 0.1
-        sram_data = { "min_period": bank_delay[0]*2*period_margin, 
+        risefall_delay = bank_delay[self.read_ports[0]].delay/1e3
+        sram_data = { "min_period":risefall_delay*2*period_margin, 
                       "leakage_power": power.leakage}                    
          
         return (sram_data,port_data)
diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index e81e44ea..9d022324 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -154,10 +154,8 @@ class control_logic(design.design):
                 self.replica_bitline = factory.create(module_type="replica_bitline",
                                                       delay_fanout_list=[delay_fanout_heuristic]*delay_stages_heuristic,
                                                       bitcell_loads=bitcell_loads)
-                if self.sram != None: #Calculate delays for potential re-sizing
-                    self.set_sen_wl_delays()
                 #Resize if necessary, condition depends on resizing method
-                if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_total_timing_match(): 
+                if self.sram != None and self.enable_delay_chain_resizing and not self.does_sen_rise_fall_timing_match(): 
                     #This resizes to match fall and rise delays, can make the delay chain weird sizes.
                     stage_list = self.get_dynamic_delay_fanout_list(delay_stages_heuristic, delay_fanout_heuristic)
                     self.replica_bitline = factory.create(module_type="replica_bitline",
@@ -177,7 +175,8 @@ class control_logic(design.design):
 
     def get_heuristic_delay_chain_size(self):
         """Use a basic heuristic to determine the size of the delay chain used for the Sense Amp Enable """
-        delay_fanout = 2 # This can be anything >=2
+        #FIXME: The minimum was 2 fanout, now it will not pass DRC unless it is 3. Why?
+        delay_fanout = 3 # This can be anything >=3
         # Delay stages Must be non-inverting
         if self.words_per_row >= 2:
             delay_stages = 4
@@ -246,15 +245,23 @@ class control_logic(design.design):
         
         #If the fanout is different between rise/fall by this amount. Stage algorithm is made more pessimistic.
         WARNING_FANOUT_DIFF = 5
+        stages_close = False
         #The stages need to be equal (or at least a even number of stages with matching rise/fall delays)
         while True:
             stages_fall = self.calculate_stages_with_fixed_fanout(required_delay_fall,fanout_fall)
             stages_rise = self.calculate_stages_with_fixed_fanout(required_delay_rise,fanout_rise)
             debug.info(1,"Fall stages={}, rise stages={}".format(stages_fall,stages_rise))
+            if abs(stages_fall-stages_rise) == 1 and not stages_close:
+                stages_close = True
+                safe_fanout_rise = fanout_rise
+                safe_fanout_fall = fanout_fall
+            
             if stages_fall == stages_rise: 
                 break
             elif abs(stages_fall-stages_rise) == 1 and WARNING_FANOUT_DIFF < abs(fanout_fall-fanout_rise):
                 debug.info(1, "Delay chain fanouts between stages are large. Making chain size larger for safety.")
+                fanout_rise = safe_fanout_rise
+                fanout_fall = safe_fanout_fall
                 break
             #There should also be a condition to make sure the fanout does not get too large.    
             #Otherwise, increase the fanout of delay with the most stages, calculate new stages
diff --git a/compiler/modules/sense_amp.py b/compiler/modules/sense_amp.py
index 8553e42c..9601259c 100644
--- a/compiler/modules/sense_amp.py
+++ b/compiler/modules/sense_amp.py
@@ -48,4 +48,5 @@ class sense_amp(design.design):
         """Get the relative capacitance of sense amp enable gate cin"""
         pmos_cin = parameter["sa_en_pmos_size"]/drc("minwidth_tx")
         nmos_cin = parameter["sa_en_nmos_size"]/drc("minwidth_tx")
+        #sen is connected to 2 pmos isolation TX and 1 nmos per sense amp.
         return 2*pmos_cin + nmos_cin
\ No newline at end of file
diff --git a/compiler/modules/sense_amp_array.py b/compiler/modules/sense_amp_array.py
index ebf95c95..dc80a13b 100644
--- a/compiler/modules/sense_amp_array.py
+++ b/compiler/modules/sense_amp_array.py
@@ -142,4 +142,4 @@ class sense_amp_array(design.design):
     def get_en_cin(self):
         """Get the relative capacitance of all the sense amp enable connections in the array"""
         sense_amp_en_cin = self.amp.get_en_cin()
-        return sense_amp_en_cin * self.words_per_row
+        return sense_amp_en_cin * self.word_size
diff --git a/compiler/pgates/pdriver.py b/compiler/pgates/pdriver.py
index 3a0e4e78..23f3f4f8 100644
--- a/compiler/pgates/pdriver.py
+++ b/compiler/pgates/pdriver.py
@@ -196,17 +196,16 @@ class pdriver(pgate.pgate):
 
     def get_stage_efforts(self, external_cout, inp_is_rise=False):
         """Get the stage efforts of the A -> Z path"""
-
-        cout_list = {}
+        cout_list = []
         for prev_inv,inv in zip(self.inv_list, self.inv_list[1:]):
-            cout_list[prev_inv]=inv.get_cin()
-            
-        cout_list[self.inv_list[-1]]=external_cout
+            cout_list.append(inv.get_cin())
+        
+        cout_list.append(external_cout)
         
         stage_effort_list = []
         last_inp_is_rise = inp_is_rise
-        for inv in self.inv_list:
-            stage = inv.get_stage_effort(cout_list[inv], last_inp_is_rise)
+        for inv,cout in zip(self.inv_list,cout_list):
+            stage = inv.get_stage_effort(cout, last_inp_is_rise)
             stage_effort_list.append(stage)
             last_inp_is_rise = stage.is_rise
             

From 01c8405d12cd5a613005a57db6ed755c16e1e7db Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 6 Feb 2019 00:46:25 -0800
Subject: [PATCH 29/77] Fix bitline measurement delays and adjusted default
 delay chain for column mux srams

---
 compiler/characterizer/delay.py        | 17 ++++++++++++++---
 compiler/characterizer/measurements.py |  5 +++--
 compiler/modules/control_logic.py      |  4 ++--
 3 files changed, 19 insertions(+), 7 deletions(-)

diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 9230be55..7aa9641d 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -70,6 +70,11 @@ class delay(simulation):
         self.read_meas_objs[-1].meta_str = "read1"
         self.read_meas_objs.append(power_measure("read0_power", "FALL", measure_scale=1e3))
         self.read_meas_objs[-1].meta_str = "read0"
+        
+        #This will later add a half-period to the spice time delay. Only for reading 0.
+        for obj in self.read_meas_objs:
+            if obj.meta_str is "read0":
+                obj.meta_add_delay = True
 
         trig_name = "Xsram.s_en{}" #Sense amp enable
         if len(self.all_ports) == 1: #special naming case for single port sram bitlines which does not include the port in name
@@ -104,13 +109,16 @@ class delay(simulation):
         self.bitline_delay_objs[-1].meta_str = "read0"
         self.bitline_delay_objs.append(delay_measure(self.bitline_delay_names[1], trig_name, br_name, "FALL", "FALL", targ_vdd=targ_val, measure_scale=1e9))
         self.bitline_delay_objs[-1].meta_str = "read1"
-
+        #Enforces the time delay on the bitline measurements for read0 or read1
+        for obj in self.bitline_delay_objs:
+            obj.meta_add_delay = True
+        
     def create_write_port_measurement_objects(self):
         """Create the measurements used for read ports: delays, slews, powers"""
         self.write_meas_objs = []
 
         self.write_meas_objs.append(power_measure("write1_power", "RISE", measure_scale=1e3))
-        self.write_meas_objs[-1].meta_str = "read1"
+        self.write_meas_objs[-1].meta_str = "write1"
         self.write_meas_objs.append(power_measure("write0_power", "FALL", measure_scale=1e3))
         self.write_meas_objs[-1].meta_str = "write0"
      
@@ -284,12 +292,15 @@ class delay(simulation):
         #vdd is arguably constant as that is true for a single lib file.
         if delay_obj.meta_str == "read0":
             #Falling delay are measured starting from neg. clk edge. Delay adjusted to that.
-            meas_cycle_delay = self.cycle_times[self.measure_cycles[port][delay_obj.meta_str]] + self.period/2
+            meas_cycle_delay = self.cycle_times[self.measure_cycles[port][delay_obj.meta_str]]
         elif delay_obj.meta_str == "read1":
             meas_cycle_delay = self.cycle_times[self.measure_cycles[port][delay_obj.meta_str]]
         else:
             debug.error("Unrecognised delay Index={}".format(delay_obj.meta_str),1)
             
+        if delay_obj.meta_add_delay:    
+            meas_cycle_delay += self.period/2
+            
         return (meas_cycle_delay, meas_cycle_delay, self.vdd_voltage, port)
     
     def get_power_measure_variants(self, port, power_obj, operation):
diff --git a/compiler/characterizer/measurements.py b/compiler/characterizer/measurements.py
index aec4d769..e3d16584 100644
--- a/compiler/characterizer/measurements.py
+++ b/compiler/characterizer/measurements.py
@@ -10,8 +10,9 @@ class spice_measurement(ABC):
         #Names must be unique for correct spice simulation, but not enforced here.
         self.name = measure_name
         self.measure_scale = measure_scale
-        self.meta_str = None #Some measurements set this, set here to be clear on existence
-        
+        #Some meta values used externally. variables are added here for consistency accross the objects
+        self.meta_str = None 
+        self.meta_add_delay = False
     @abstractmethod
     def get_measure_function(self):
         return None    
diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 9d022324..d83cbd0d 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -177,9 +177,9 @@ class control_logic(design.design):
         """Use a basic heuristic to determine the size of the delay chain used for the Sense Amp Enable """
         #FIXME: The minimum was 2 fanout, now it will not pass DRC unless it is 3. Why?
         delay_fanout = 3 # This can be anything >=3
-        # Delay stages Must be non-inverting
+        # Model poorly captures delay of the column mux. Be pessismistic for column mux
         if self.words_per_row >= 2:
-            delay_stages = 4
+            delay_stages = 8
         else:
             delay_stages = 2
             

From 56e79c050b133014955b7b2d01730c3028cab5f8 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 6 Feb 2019 15:27:29 -0800
Subject: [PATCH 30/77] Changed test values to fix tests.

---
 compiler/modules/control_logic.py      |  7 ++++++-
 compiler/tests/21_hspice_delay_test.py | 26 +++++++++++++-------------
 2 files changed, 19 insertions(+), 14 deletions(-)

diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index d83cbd0d..57e578f5 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -182,7 +182,12 @@ class control_logic(design.design):
             delay_stages = 8
         else:
             delay_stages = 2
-            
+        
+        #Read ports have a shorter s_en delay. The model is not accurate enough to catch this difference
+        #on certain sram configs.
+        if self.port_type == "r":
+            delay_stages+=2
+        
         return (delay_stages, delay_fanout)
         
     def set_sen_wl_delays(self):
diff --git a/compiler/tests/21_hspice_delay_test.py b/compiler/tests/21_hspice_delay_test.py
index a2c40a22..fa7fc35f 100755
--- a/compiler/tests/21_hspice_delay_test.py
+++ b/compiler/tests/21_hspice_delay_test.py
@@ -51,20 +51,20 @@ class timing_sram_test(openram_test):
         data.update(port_data[0])
      
         if OPTS.tech_name == "freepdk45":
-            golden_data = {'delay_bl': [0.19683],
-                         'delay_br': [0.19474],
-                         'delay_hl': [0.20646],
-                         'delay_lh': [0.20646],
-                         'leakage_power': 0.0013155,
+            golden_data = {'delay_bl': [0.1980959],
+                         'delay_br': [0.1946091],
+                         'delay_hl': [0.2121267],
+                         'delay_lh': [0.2121267],
+                         'leakage_power': 0.0023761999999999998,
                          'min_period': 0.43,
-                         'read0_power': [0.50758],
-                         'read1_power': [0.48225999999999997],
-                         'slew_hl': [0.045869],
-                         'slew_lh': [0.045869],
-                         'volt_bl': [0.6563],
-                         'volt_br': [1.117],
-                         'write0_power': [0.46124000000000004],
-                         'write1_power': [0.48225999999999997]}
+                         'read0_power': [0.5139368],
+                         'read1_power': [0.48940979999999995],
+                         'slew_hl': [0.0516745],
+                         'slew_lh': [0.0516745],
+                         'volt_bl': [0.5374525],
+                         'volt_br': [1.1058],
+                         'write0_power': [0.46267169999999996],
+                         'write1_power': [0.4670826]}
         elif OPTS.tech_name == "scn4m_subm":
             golden_data = {'delay_bl': [1.1029],
                          'delay_br': [0.9656455999999999],

From 690055174d8f9df37118031244f626ca7b060350 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 6 Feb 2019 20:09:01 -0800
Subject: [PATCH 31/77] Fixed bug in control logic test with port configs.

---
 compiler/tests/16_control_logic_test.py | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/compiler/tests/16_control_logic_test.py b/compiler/tests/16_control_logic_test.py
index 91ad0500..e0545af4 100755
--- a/compiler/tests/16_control_logic_test.py
+++ b/compiler/tests/16_control_logic_test.py
@@ -36,17 +36,21 @@ class control_logic_test(openram_test):
         
         # Check port specific control logic
         OPTS.num_rw_ports = 1
-        OPTS.num_w_ports = 1
-        OPTS.num_r_ports = 1
+        OPTS.num_w_ports = 0
+        OPTS.num_r_ports = 0
 
         debug.info(1, "Testing sample for control_logic for multiport, only write control logic")
         a = control_logic.control_logic(num_rows=128, words_per_row=1, word_size=8, port_type="rw")
         self.local_check(a)
         
+        OPTS.num_rw_ports = 0
+        OPTS.num_w_ports = 1
         debug.info(1, "Testing sample for control_logic for multiport, only write control logic")
         a = control_logic.control_logic(num_rows=128, words_per_row=1, word_size=8, port_type="w")
         self.local_check(a)
         
+        OPTS.num_w_ports = 0
+        OPTS.num_r_ports = 1
         debug.info(1, "Testing sample for control_logic for multiport, only read control logic")
         a = control_logic.control_logic(num_rows=128, words_per_row=1, word_size=8, port_type="r")
         self.local_check(a)

From e131af2cc3bca7a8a3e957fd516379874ab0cdd2 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Wed, 6 Feb 2019 20:31:22 -0800
Subject: [PATCH 32/77] power added to datasheet (finally)

---
 compiler/characterizer/lib.py                 |  40 +++++-
 compiler/datasheet/datasheet.py               |   5 +-
 compiler/datasheet/datasheet_gen.py           | 131 +++++++++++++-----
 .../example_config_1rw_1r_scn4m_subm.py       |   2 +-
 4 files changed, 136 insertions(+), 42 deletions(-)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index a63c773c..76d8e3d8 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -507,7 +507,8 @@ class lib:
     def parse_info(self,corner,lib_name):
         """ Copies important characterization data to datasheet.info to be added to datasheet """
         if OPTS.is_unit_test:
-            git_id = 'AAAAAAAAAAAAAAAAAAAA'
+            git_id = 'FFFFFFFFFFFFFFFFFFFF'
+
         else:
             with open(os.devnull, 'wb') as devnull:
                 proc = subprocess.Popen(['git','rev-parse','HEAD'], cwd=os.path.abspath(os.environ.get("OPENRAM_HOME")) + '/', stdout=subprocess.PIPE)
@@ -524,7 +525,7 @@ class lib:
                     git_id = 'Failed to retruieve'
 
         datasheet = open(OPTS.openram_temp +'/datasheet.info', 'a+')
-
+        
         current_time = datetime.date.today()
         datasheet.write("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},{16},".format(
                         OPTS.output_name,
@@ -654,8 +655,41 @@ class lib:
                         ))
 
 
+        for port in self.all_ports:
+            name = ''
+            read_write = ''
+            if port in self.read_ports:
+                web_name = " & !WEb{0}".format(port)
+                name = "!CSb{0} & clk{0}{1}".format(port, web_name)
+                read_write = 'Read'
 
+                datasheet.write("{0},{1},{2},{3},".format(
+                    "power",
+                    name,
+                    read_write,
+
+                    np.mean(self.char_port_results[port]["read1_power"] + self.char_port_results[port]["read0_power"])/2
+                    ))
+
+            if port in self.write_ports:
+                web_name = " & WEb{0}".format(port)
+                name = "!CSb{0} & !clk{0}{1}".format(port, web_name)
+                read_write = 'Write'
+
+                datasheet.write("{0},{1},{2},{3},".format(
+                        'power',
+                        name,
+                        read_write,
+                        np.mean(self.char_port_results[port]["write1_power"] + self.char_port_results[port]["write0_power"])/2
+
+                        ))
+
+        control_str = 'CSb0'
+        for i in range(1, self.total_port_num):
+            control_str += ' & CSb{0}'.format(i)
+        
+        datasheet.write("{0},{1},{2},".format('leak', control_str, self.char_sram_results["leakage_power"]))
+                
 
         datasheet.write("END\n")
         datasheet.close()
-                
diff --git a/compiler/datasheet/datasheet.py b/compiler/datasheet/datasheet.py
index 71d1f9dd..84a6eafc 100644
--- a/compiler/datasheet/datasheet.py
+++ b/compiler/datasheet/datasheet.py
@@ -58,7 +58,7 @@ class datasheet():
 #        self.html += operating_conditions(self.operating,table_id='data').__html__()
         self.html += self.operating_table.to_html()
 
-        self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Timing and Current Data</p>'
+        self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Timing Data</p>'
         model = ''
         if self.ANALYTICAL_MODEL:
             model = "analytical model: results may not be percise"
@@ -68,6 +68,9 @@ class datasheet():
 #        self.html += timing_and_current_data(self.timing,table_id='data').__html__()
         self.html += self.timing_table.to_html()
 
+        self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Power Data</p>'
+        self.html += self.power_table.to_html()
+
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Characterization Corners</p>'
 #        self.html += characterization_corners(self.corners,table_id='data').__html__()
         self.html += self.corners_table.to_html()
diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 664f88c5..51c636c8 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -166,31 +166,31 @@ def parse_characterizer_csv(f, pages):
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('setup falling'):
+                                    if item[0].endswith('setup falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold rising'):
+                                    if item[0].endswith('hold rising'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold falling'):
+                                    if item[0].endswith('hold falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
                             col += 1
 
@@ -205,31 +205,31 @@ def parse_characterizer_csv(f, pages):
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('cell fall'):
+                                    if item[0].endswith('cell fall'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('rise transition'):
+                                    if item[0].endswith('rise transition'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('fall transition'):
+                                    if item[0].endswith('fall transition'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
                             col += 1
 
@@ -244,31 +244,31 @@ def parse_characterizer_csv(f, pages):
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('setup falling'):
+                                    if item[0].endswith('setup falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold rising'):
+                                    if item[0].endswith('hold rising'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold falling'):
+                                    if item[0].endswith('hold falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
                             col += 1
 
@@ -283,31 +283,31 @@ def parse_characterizer_csv(f, pages):
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('setup falling'):
+                                    if item[0].endswith('setup falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold rising'):
+                                    if item[0].endswith('hold rising'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold falling'):
+                                    if item[0].endswith('hold falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
                             col += 1
 
@@ -322,31 +322,31 @@ def parse_characterizer_csv(f, pages):
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('setup falling'):
+                                    if item[0].endswith('setup falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold rising'):
+                                    if item[0].endswith('hold rising'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
-                                    elif item[0].endswith('hold falling'):
+                                    if item[0].endswith('hold falling'):
                                         if float(row[col+1]) < float(item[1]):
                                             item[1] = row[col+1]
                                         if float(row[col+2]) > float(item[2]):
                                             item[2] = row[col+2]
 
-                                        col += 2
+                                    col += 2
 
                             col += 1
 
@@ -354,8 +354,35 @@ def parse_characterizer_csv(f, pages):
                             for element in row[col_start: col - 1]:
                                 sheet.description.append(str(element))
                             break
+                    while(True):
+                        col_start = col
+                        if row[col] == 'power':
+                            for item in sheet.power_table.rows:
+                                if item[0].startswith(row[col+1]):
+                                    if item[2].startswith('{0} Rising'.format(row[col+2])):
+                                        if float(item[2]) < float(row[col+3]):
+                                            item[2] = row[col+3]
+                                    if item[2].startswith('{0} Falling'.format(row[col+2])):
+                                        if float(item[2]) < float(row[col+3]):
+                                            item[2] = row[col+3]
+                            col += 4
+                        else:
+                            break
 
-                    new_sheet.corners_table.add_row([PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
+                    while(True):
+                        col_start = col
+                        if row[col] == 'leak':
+                            for item in sheet.power_table.rows:
+                                if item[0].startswith(row[col+1]):
+                                    if float(item[2]) < float(row[col+2]):
+                                            item[2] = row[col+2]
+                            col += 3
+
+                        else:
+                            break
+
+                    new_sheet.corners_table.add_row(
+                        [PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
                     new_sheet.dlv_table.add_row(
                         ['.lib', 'Synthesis models', '<a href="file://{0}">{1}</a>'.format(LIB_NAME, LIB_NAME.replace(OUT_DIR, ''))])
 
@@ -376,7 +403,8 @@ def parse_characterizer_csv(f, pages):
                 new_sheet.corners_table = table_gen.table_gen("corners")
                 new_sheet.corners_table.add_row(
                     ['Transistor Type', 'Power Supply', 'Temperature', 'Corner Name'])
-                new_sheet.corners_table.add_row([PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
+                new_sheet.corners_table.add_row(
+                    [PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
                 new_sheet.operating_table = table_gen.table_gen(
                     "operating_table")
                 new_sheet.operating_table.add_row(
@@ -393,6 +421,9 @@ def parse_characterizer_csv(f, pages):
                     # failed to provide non-zero MIN_PERIOD
                     new_sheet.operating_table.add_row(
                         ['Operating Frequency (F)', '', '', "not available in netlist only", 'MHz'])
+                new_sheet.power_table = table_gen.table_gen("power")
+                new_sheet.power_table.add_row(
+                    ['Pins', 'Mode', 'Power', 'Units'])
                 new_sheet.timing_table = table_gen.table_gen("timing")
                 new_sheet.timing_table.add_row(
                     ['Parameter', 'Min', 'Max', 'Units'])
@@ -523,6 +554,32 @@ def parse_characterizer_csv(f, pages):
                             sheet.description.append(str(element))
                         break
 
+                while(True):
+                    start = col
+                    if(row[col].startswith('power')):
+                        new_sheet.power_table.add_row([row[col+1],
+                                                       '{0} Rising'.format(
+                                                           row[col+2]),
+                                                       row[col+3][0:6],
+                                                       'mW']
+                                                      )
+                        new_sheet.power_table.add_row([row[col+1],
+                                                       '{0} Falling'.format(
+                                                           row[col+2]),
+                                                       row[col+3][0:6],
+                                                       'mW']
+                                                      )
+
+                        col += 4
+
+                    elif(row[col].startswith('leak')):
+                        new_sheet.power_table.add_row(
+                            [row[col+1], 'leakage', row[col+2], 'mW'])
+                        col += 3
+
+                    else:
+                        break
+
                 new_sheet.dlv_table = table_gen.table_gen("dlv")
                 new_sheet.dlv_table.add_row(['Type', 'Description', 'Link'])
 
diff --git a/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py b/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
index 4d09cfee..87c1304d 100644
--- a/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
+++ b/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
@@ -10,7 +10,7 @@ num_w_ports = 0
 tech_name = "scn4m_subm"
 process_corners = ["TT"]
 supply_voltages = [5.0]
-temperatures = [25]
+temperatures = [25,50]
 
 output_path = "temp"
 output_name = "sram_1rw_1r_{0}_{1}_{2}".format(word_size,num_words,tech_name)

From d0edda93adeed7e8fd5c23a09b0cee86ddfe5745 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 7 Feb 2019 02:27:22 -0800
Subject: [PATCH 33/77] Added more variance analysis for the delay data

---
 compiler/characterizer/model_check.py   |  5 +-
 compiler/tests/config_data.py           |  2 +-
 compiler/tests/delay_data_collection.py | 74 ++++++++++++++++++-------
 3 files changed, 57 insertions(+), 24 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index b791e520..88e0b96a 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -38,6 +38,7 @@ class model_check(delay):
         self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in"]+dc_delay_names
         self.sae_delay_meas_names = ["delay_pre_sen"]+sen_driver_delay_names+["delay_sen"]
 
+        self.delay_chain_indices = (len(self.rbl_delay_meas_names)-len(dc_delay_names), len(self.rbl_delay_meas_names))
         #Create slew measurement names
         wl_en_driver_slew_names = ["slew_wl_en_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
         wl_driver_slew_names = ["slew_wl_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
@@ -61,14 +62,14 @@ class model_check(delay):
                                ["Xsram.wl_en0", "Xsram.Xbank0.Xwordline_driver0.wl_bar_{}".format(self.wordline_row)]+\
                                wl_driver_signals+\
                                ["Xsram.Xbank0.wl_{}".format(self.wordline_row)]
-        self.rbl_en_signal_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in"]+\
+        pre_delay_chain_names = ["Xsram.Xcontrol0.gated_clk_bar", "Xsram.Xcontrol0.Xand2_rbl_in.zb_int", "Xsram.Xcontrol0.rbl_in"]
+        self.rbl_en_signal_names = pre_delay_chain_names+\
                                    delay_chain_signal_names+\
                                    ["Xsram.Xcontrol0.Xreplica_bitline.delayed_en"]
         self.sae_signal_names = ["Xsram.Xcontrol0.Xreplica_bitline.bl0_0", "Xsram.Xcontrol0.pre_s_en"]+\
                                 sen_driver_signals+\
                                 ["Xsram.s_en0"]
     
-    
     def create_measurement_objects(self):
         """Create the measurements used for read and write ports"""
         self.create_wordline_measurement_objects()
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
index f81a2451..849d441d 100755
--- a/compiler/tests/config_data.py
+++ b/compiler/tests/config_data.py
@@ -4,7 +4,7 @@ num_words = 16
 
 tech_name = "freepdk45"
 #process_corners = ["TT", "FF", "SS", "SF", "FS"]
-process_corners = ["TT"]
+process_corners = ["TT", "FF", "SS"]
 supply_voltages = [1.0]
 temperatures = [25]
 
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index 7c98bccf..3b1fe938 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -20,28 +20,60 @@ MODEL_DIR = "model_data/"
 class data_collection(openram_test):
 
     def runTest(self):
-        ratio_data = self.calculate_delay_ratios_of_srams()
-        self.display_data(ratio_data)
-        # word_size, num_words, words_per_row = 4, 16, 1 
-        # self.init_data_gen()
-        # self.set_delay_chain(2,3)
-        # self.save_data_sram_corners(word_size, num_words, words_per_row)
-        # wl_dataframe, sae_dataframe = self.get_csv_data()
-        # self.evaluate_data(wl_dataframe, sae_dataframe)
-        
-        #Run again but with different delay chain sizes
-        # self.init_data_gen() 
-        # self.set_delay_chain(4,2)
-        # self.save_data_sram_corners(word_size, num_words, words_per_row)
-        # wl_dataframe, sae_dataframe = self.get_csv_data()
-        # self.evaluate_data(wl_dataframe, sae_dataframe)
-        
-        # model_delay_ratios, meas_delay_ratios, ratio_error = self.compare_model_to_measure()
-        # debug.info(1, "model_delay_ratios={}".format(model_delay_ratios))
-        # debug.info(1, "meas_delay_ratios={}".format(meas_delay_ratios))
-        # debug.info(1, "ratio_error={}".format(ratio_error))
-        # globals.end_openram()
     
+        #Uncomment this for model evaluation
+        # ratio_data = self.calculate_delay_ratios_of_srams()
+        # self.display_data(ratio_data)
+
+        self.run_delay_chain_variation_analysis()
+        
+        globals.end_openram()
+    
+    def run_delay_chain_variation_analysis(self):
+        """Generates sram with different delay chain configs over different corners and 
+           analyzes delay variation."""
+        OPTS.use_tech_delay_chain_size = True
+        #Constant sram config for this test   
+        word_size, num_words, words_per_row = 1, 16, 1
+        #Only change delay chain
+        dc_config_list = [(2,3), (3,3), (3,4), (4,2)]
+        dc_vars = []
+        for stages,fanout in dc_config_list:
+            self.init_data_gen()
+            self.set_delay_chain(stages,fanout)
+            self.save_data_sram_corners(word_size, num_words, words_per_row)
+            wl_dataframe, sae_dataframe = self.get_csv_data()
+            var = self.calculate_delay_chain_variance(sae_dataframe)
+            dc_vars.append(var)
+            debug.info(1,"DC config={}, variance={}".format((stages,fanout), var))
+        
+        self.plot_data(dc_config_list, dc_vars)
+        #display data
+    
+    def calculate_delay_chain_variance(self, sae_dataframe):
+        """Determines the delay variance of the delay chain over corners"""
+        (start_dc, end_dc) = self.delay_obj.delay_chain_indices
+        start_data_pos = len(self.config_fields)+1 #items before this point are configuration related
+        delay_sums = []
+        row_count = 0
+        #Get delay sums over different corners
+        for sae_row in sae_dataframe.itertuples(): 
+            dc_delays = sae_row[start_data_pos+start_dc:start_data_pos+end_dc]
+            delay_sums.append(sum(dc_delays))
+        
+        #calculate mean then variance 
+        m = sum(delay_sums) / len(delay_sums)
+        delay_variance = sum((xi - m) ** 2 for xi in delay_sums) / len(delay_sums)
+        return delay_variance
+    
+    def plot_data(self, x_labels, y_values):
+        """Display a plot using matplot lib. 
+           Assumes input x values are just labels and y values are actual data."""
+        data_range = [i+1 for i in range(len(x_labels))]
+        plt.xticks(data_range, x_labels)
+        plt.plot(data_range, y_values, 'ro')
+        plt.show()
+        
     def calculate_delay_ratios_of_srams(self):
         """Runs delay measurements on several sram configurations.
         Computes the delay ratio for each one."""

From 6cde6beafa86f53ee64df4568679bb46f5d4924e Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Thu, 7 Feb 2019 06:33:39 -0800
Subject: [PATCH 34/77] added documetation to functions

---
 compiler/characterizer/lib.py       | 10 ++++++++--
 compiler/datasheet/datasheet.py     | 21 ++++++++++-----------
 compiler/datasheet/datasheet_gen.py | 14 ++++++++------
 compiler/datasheet/table_gen.py     | 17 +++++++++++------
 4 files changed, 37 insertions(+), 25 deletions(-)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 76d8e3d8..60452d76 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -511,6 +511,7 @@ class lib:
 
         else:
             with open(os.devnull, 'wb') as devnull:
+                # parses the mose recent git commit id - requres git is installed
                 proc = subprocess.Popen(['git','rev-parse','HEAD'], cwd=os.path.abspath(os.environ.get("OPENRAM_HOME")) + '/', stdout=subprocess.PIPE)
 
                 git_id = str(proc.stdout.read())
@@ -519,7 +520,7 @@ class lib:
                     git_id = git_id[2:-3] 
                 except:
                     pass
-
+                # check if git id is valid
                 if len(git_id) != 40:
                     debug.warning("Failed to retrieve git id")
                     git_id = 'Failed to retruieve'
@@ -527,6 +528,7 @@ class lib:
         datasheet = open(OPTS.openram_temp +'/datasheet.info', 'a+')
         
         current_time = datetime.date.today()
+        # write static information to be parser later
         datasheet.write("{0},{1},{2},{3},{4},{5},{6},{7},{8},{9},{10},{11},{12},{13},{14},{15},{16},".format(
                         OPTS.output_name,
                         OPTS.num_words,
@@ -558,6 +560,7 @@ class lib:
 
         datasheet.write("{0},{1},".format(DRC, LVS))
         datasheet.write(str(self.sram.width * self.sram.height)+',')
+        # write timing information for all ports
         for port in self.all_ports:
             #DIN timings
             if port in self.write_ports:
@@ -654,10 +657,12 @@ class lib:
 
                         ))
 
-
+        # write power information
         for port in self.all_ports:
             name = ''
             read_write = ''
+
+            # write dynamic power usage
             if port in self.read_ports:
                 web_name = " & !WEb{0}".format(port)
                 name = "!CSb{0} & clk{0}{1}".format(port, web_name)
@@ -684,6 +689,7 @@ class lib:
 
                         ))
 
+        # write leakage power
         control_str = 'CSb0'
         for i in range(1, self.total_port_num):
             control_str += ' & CSb{0}'.format(i)
diff --git a/compiler/datasheet/datasheet.py b/compiler/datasheet/datasheet.py
index 84a6eafc..4b5cb741 100644
--- a/compiler/datasheet/datasheet.py
+++ b/compiler/datasheet/datasheet.py
@@ -28,11 +28,12 @@ class datasheet():
 #            for item in self.description:
 #                self.html += item + ','
             self.html += '-->'
-
+        # Add vlsida logo
         vlsi_logo = 0
         with open(os.path.abspath(os.environ.get("OPENRAM_HOME")) + '/datasheet/assets/vlsi_logo.png', "rb") as image_file:
             vlsi_logo = base64.b64encode(image_file.read())
 
+        # Add openram logo
         openram_logo = 0
         with open(os.path.abspath(os.environ.get("OPENRAM_HOME")) + '/datasheet/assets/openram_logo_placeholder.png', "rb") as image_file:
             openram_logo = base64.b64encode(image_file.read())
@@ -49,32 +50,30 @@ class datasheet():
             'LVS errors: ' + str(self.LVS) + '</p>'
         self.html += '<p style="font-size: 18px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">' + \
             'Git commit id: ' + str(self.git_id) + '</p>'
-
+        # print port table
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Ports and Configuration</p>'
-#        self.html += in_out(self.io,table_id='data').__html__().replace('&lt;','<').replace('&#34;','"').replace('&gt;',">")
         self.html += self.io_table.to_html()
-
+        
+        # print operating condidition information
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Operating Conditions</p>'
-#        self.html += operating_conditions(self.operating,table_id='data').__html__()
         self.html += self.operating_table.to_html()
 
+        # check if analytical model is being used
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Timing Data</p>'
         model = ''
         if self.ANALYTICAL_MODEL:
             model = "analytical model: results may not be percise"
         else:
             model = "spice characterizer"
+        # display timing data
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Using '+model+'</p>'
-#        self.html += timing_and_current_data(self.timing,table_id='data').__html__()
         self.html += self.timing_table.to_html()
-
+        # display power data
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Power Data</p>'
         self.html += self.power_table.to_html()
-
+        # display corner information
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Characterization Corners</p>'
-#        self.html += characterization_corners(self.corners,table_id='data').__html__()
         self.html += self.corners_table.to_html()
-
+        # display deliverables table
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Deliverables</p>'
-#        self.html += deliverables(self.dlv,table_id='data').__html__().replace('&lt;','<').replace('&#34;','"').replace('&gt;',">")
         self.html += self.dlv_table.to_html()
diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 51c636c8..44db3f9b 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -4,7 +4,6 @@ This is a script to load data from the characterization and layout processes int
 a web friendly html datasheet.
 """
 # TODO:
-# include power
 # Diagram generation
 # Improve css
 
@@ -152,7 +151,7 @@ def parse_characterizer_csv(f, pages):
                                         1000/float(MIN_PERIOD)))
                             except Exception:
                                 pass
-
+                    # check current .lib file produces the slowest timing results
                     while(True):
                         col_start = col
                         if(row[col].startswith('DIN')):
@@ -354,6 +353,8 @@ def parse_characterizer_csv(f, pages):
                             for element in row[col_start: col - 1]:
                                 sheet.description.append(str(element))
                             break
+
+                    #check if new power is worse the previous
                     while(True):
                         col_start = col
                         if row[col] == 'power':
@@ -368,7 +369,7 @@ def parse_characterizer_csv(f, pages):
                             col += 4
                         else:
                             break
-
+                    # check if new leakge is worse the previous
                     while(True):
                         col_start = col
                         if row[col] == 'leak':
@@ -380,7 +381,7 @@ def parse_characterizer_csv(f, pages):
 
                         else:
                             break
-
+                    # add new corner information
                     new_sheet.corners_table.add_row(
                         [PROC, VOLT, TEMP, LIB_NAME.replace(OUT_DIR, '').replace(NAME, '')])
                     new_sheet.dlv_table.add_row(
@@ -427,6 +428,7 @@ def parse_characterizer_csv(f, pages):
                 new_sheet.timing_table = table_gen.table_gen("timing")
                 new_sheet.timing_table.add_row(
                     ['Parameter', 'Min', 'Max', 'Units'])
+                # parse initial timing information
                 while(True):
                     col_start = col
                     if(row[col].startswith('DIN')):
@@ -553,7 +555,7 @@ def parse_characterizer_csv(f, pages):
                         for element in row[col_start:col-1]:
                             sheet.description.append(str(element))
                         break
-
+                # parse initial power and leakage information 
                 while(True):
                     start = col
                     if(row[col].startswith('power')):
@@ -618,7 +620,7 @@ def parse_characterizer_csv(f, pages):
 
 class datasheet_gen():
     def datasheet_write(name):
-
+        """writes the datasheet to a file"""
         in_dir = OPTS.openram_temp
 
         if not (os.path.isdir(in_dir)):
diff --git a/compiler/datasheet/table_gen.py b/compiler/datasheet/table_gen.py
index 18590739..8f94e896 100644
--- a/compiler/datasheet/table_gen.py
+++ b/compiler/datasheet/table_gen.py
@@ -1,24 +1,29 @@
 class table_gen:
-    def __init__(self,name):
+    """small library of functions to generate the html tables"""
+
+    def __init__(self, name):
         self.name = name
         self.rows = []
         self.table_id = 'data'
 
-    def add_row(self,row):
+    def add_row(self, row):
+        """add a row to table_gen object"""
         self.rows.append(row)
 
     def gen_table_head(self):
+        """generate html table header"""
         html = ''
 
         html += '<thead>'
         html += '<tr>'
         for col in self.rows[0]:
-            html += '<th>' + str(col) +  '</th>'
+            html += '<th>' + str(col) + '</th>'
         html += '</tr>'
         html += '</thead>'
         return html
 
     def gen_table_body(self):
+        """generate html body (used after gen_table_head)"""
         html = ''
 
         html += '<tbody>'
@@ -31,13 +36,13 @@ class table_gen:
         html += '</tr>'
         html += '</tbody>'
         return html
- 
+
     def to_html(self):
-       
+        """writes table_gen object to inline html"""
         html = ''
         html += '<table id= \"'+self.table_id+'\">'
         html += self.gen_table_head()
         html += self.gen_table_body()
         html += '</table>'
-        
+
         return html

From bfc20a9aa9958308adc431bc399046639a440164 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Thu, 7 Feb 2019 06:38:07 -0800
Subject: [PATCH 35/77] removes debug corners

---
 compiler/example_configs/example_config_1rw_1r_scn4m_subm.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py b/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
index 87c1304d..4d09cfee 100644
--- a/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
+++ b/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
@@ -10,7 +10,7 @@ num_w_ports = 0
 tech_name = "scn4m_subm"
 process_corners = ["TT"]
 supply_voltages = [5.0]
-temperatures = [25,50]
+temperatures = [25]
 
 output_path = "temp"
 output_name = "sram_1rw_1r_{0}_{1}_{2}".format(word_size,num_words,tech_name)

From d9efb682dd662b874cd15fb00cb664f5efc26252 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Thu, 7 Feb 2019 11:08:34 -0800
Subject: [PATCH 36/77] Do not clean up if preserve temp in local_drc_check

---
 README.md                   | 2 +-
 compiler/tests/testutils.py | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index f70a2d87..2141c480 100644
--- a/README.md
+++ b/README.md
@@ -216,7 +216,7 @@ If I forgot to add you, please let me know!
 
 [Github issues]:         https://github.com/VLSIDA/PrivateRAM/issues
 [Github pull request]:   https://github.com/VLSIDA/PrivateRAM/pulls
-[Github projects]:       https://github.com/VLSIDA/PrivateRAM/projects
+[Github projects]:       https://github.com/VLSIDA/PrivateRAM
 
 [email me]:              mailto:mrg+openram@ucsc.edu
 [dev-group]:             mailto:openram-dev-group@ucsc.edu
diff --git a/compiler/tests/testutils.py b/compiler/tests/testutils.py
index 6b2a7dcf..274577b5 100755
--- a/compiler/tests/testutils.py
+++ b/compiler/tests/testutils.py
@@ -21,7 +21,8 @@ class openram_test(unittest.TestCase):
         if result != 0:
             self.fail("DRC failed: {}".format(w.name))
 
-        self.cleanup()
+        if OPTS.purge_temp:
+            self.cleanup()
     
     def local_check(self, a, final_verification=False):
 

From ebf43298c05097122ac347ea36955778933de8f8 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 7 Feb 2019 14:21:23 -0800
Subject: [PATCH 37/77] Added mean/variance plotting

---
 compiler/tests/delay_data_collection.py | 60 +++++++++++++++++++------
 1 file changed, 46 insertions(+), 14 deletions(-)

diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index 3b1fe938..ce173b45 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -25,33 +25,38 @@ class data_collection(openram_test):
         # ratio_data = self.calculate_delay_ratios_of_srams()
         # self.display_data(ratio_data)
 
-        self.run_delay_chain_variation_analysis()
+        self.run_delay_chain_analysis()
         
         globals.end_openram()
     
-    def run_delay_chain_variation_analysis(self):
+    def run_delay_chain_analysis(self):
         """Generates sram with different delay chain configs over different corners and 
-           analyzes delay variation."""
+           analyzes delay average and variation."""
         OPTS.use_tech_delay_chain_size = True
         #Constant sram config for this test   
         word_size, num_words, words_per_row = 1, 16, 1
         #Only change delay chain
         dc_config_list = [(2,3), (3,3), (3,4), (4,2)]
+        #dc_config_list = [(2,3), (3,3)]
+        dc_avgs = []
         dc_vars = []
         for stages,fanout in dc_config_list:
             self.init_data_gen()
             self.set_delay_chain(stages,fanout)
             self.save_data_sram_corners(word_size, num_words, words_per_row)
             wl_dataframe, sae_dataframe = self.get_csv_data()
-            var = self.calculate_delay_chain_variance(sae_dataframe)
-            dc_vars.append(var)
-            debug.info(1,"DC config={}, variance={}".format((stages,fanout), var))
+            delay_sums = self.get_delay_chain_sums(sae_dataframe)
+            dc_avgs.append(self.get_average(delay_sums))
+            dc_vars.append(self.get_variance(delay_sums))
+            debug.info(1,"DC config={}: avg={} variance={}".format((stages,fanout), dc_avgs[-1], dc_vars[-1]))
         
-        self.plot_data(dc_config_list, dc_vars)
-        #display data
+        #plot data
+        self.plot_two_data_sets(dc_config_list, dc_avgs, dc_vars)
+        #self.plot_data(dc_config_list, dc_avgs)
+        #self.plot_data(dc_config_list, dc_vars)
     
-    def calculate_delay_chain_variance(self, sae_dataframe):
-        """Determines the delay variance of the delay chain over corners"""
+    def get_delay_chain_sums(self, sae_dataframe):
+        """Calculate the total delay of the delay chain over different corners"""
         (start_dc, end_dc) = self.delay_obj.delay_chain_indices
         start_data_pos = len(self.config_fields)+1 #items before this point are configuration related
         delay_sums = []
@@ -60,11 +65,15 @@ class data_collection(openram_test):
         for sae_row in sae_dataframe.itertuples(): 
             dc_delays = sae_row[start_data_pos+start_dc:start_data_pos+end_dc]
             delay_sums.append(sum(dc_delays))
+        return delay_sums
         
-        #calculate mean then variance 
-        m = sum(delay_sums) / len(delay_sums)
-        delay_variance = sum((xi - m) ** 2 for xi in delay_sums) / len(delay_sums)
+    def get_variance(self, nums):
+        avg = self.get_average(nums)
+        delay_variance = sum((xi - avg) ** 2 for xi in nums) / len(nums)
         return delay_variance
+        
+    def get_average(self,nums):
+        return sum(nums) / len(nums)
     
     def plot_data(self, x_labels, y_values):
         """Display a plot using matplot lib. 
@@ -73,7 +82,30 @@ class data_collection(openram_test):
         plt.xticks(data_range, x_labels)
         plt.plot(data_range, y_values, 'ro')
         plt.show()
-        
+    
+    def plot_two_data_sets(self, x_labels, y1_values, y2_values):
+        """Plots two data sets on the same x-axis."""
+        data_range = [i for i in range(len(x_labels))]
+        fig, ax1 = plt.subplots()
+
+        color = 'tab:red'
+        ax1.set_xlabel('DC (Stages,Fanout)')
+        ax1.set_ylabel('Average Delay (ns)', color=color)
+        ax1.plot(data_range, y1_values, marker='o', color=color)
+        ax1.tick_params(axis='y', labelcolor=color)
+
+        ax2 = ax1.twinx()  # instantiate a second axes that shares the same x-axis
+
+        color = 'tab:blue'
+        #ax2.set_xticks(data_range, x_labels)
+        ax2.set_ylabel('Delay Variance (ns)', color=color)  # we already handled the x-label with ax1
+        ax2.plot(data_range, y2_values, marker='*', color=color)
+        ax2.tick_params(axis='y', labelcolor=color)
+
+        fig.tight_layout()  # otherwise the right y-label is slightly clipped
+        plt.xticks(data_range, x_labels)
+        plt.show()
+    
     def calculate_delay_ratios_of_srams(self):
         """Runs delay measurements on several sram configurations.
         Computes the delay ratio for each one."""

From 9e23e6584aede75d74a2778268985341db02b290 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Thu, 7 Feb 2019 15:30:47 -0800
Subject: [PATCH 38/77] Made variance plot look slightly better.

---
 compiler/tests/delay_data_collection.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index ce173b45..e893d8ec 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -36,7 +36,7 @@ class data_collection(openram_test):
         #Constant sram config for this test   
         word_size, num_words, words_per_row = 1, 16, 1
         #Only change delay chain
-        dc_config_list = [(2,3), (3,3), (3,4), (4,2)]
+        dc_config_list = [(2,3), (3,3), (3,4), (4,2), (4,3), (4,4), (2,4), (2,5)]
         #dc_config_list = [(2,3), (3,3)]
         dc_avgs = []
         dc_vars = []
@@ -91,7 +91,7 @@ class data_collection(openram_test):
         color = 'tab:red'
         ax1.set_xlabel('DC (Stages,Fanout)')
         ax1.set_ylabel('Average Delay (ns)', color=color)
-        ax1.plot(data_range, y1_values, marker='o', color=color)
+        ax1.plot(data_range, y1_values, marker='o', color=color, linestyle='')
         ax1.tick_params(axis='y', labelcolor=color)
 
         ax2 = ax1.twinx()  # instantiate a second axes that shares the same x-axis
@@ -99,7 +99,7 @@ class data_collection(openram_test):
         color = 'tab:blue'
         #ax2.set_xticks(data_range, x_labels)
         ax2.set_ylabel('Delay Variance (ns)', color=color)  # we already handled the x-label with ax1
-        ax2.plot(data_range, y2_values, marker='*', color=color)
+        ax2.plot(data_range, y2_values, marker='*', color=color, linestyle='')
         ax2.tick_params(axis='y', labelcolor=color)
 
         fig.tight_layout()  # otherwise the right y-label is slightly clipped

From a4bb4816121528801bc27429a19e473ef530af0c Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 12 Feb 2019 16:28:13 -0800
Subject: [PATCH 39/77] Added tracking for available data.

---
 compiler/characterizer/model_check.py   |  4 ++
 compiler/characterizer/stimuli.py       |  5 +-
 compiler/tests/config_data.py           | 11 +++-
 compiler/tests/delay_data_collection.py | 86 +++++++++++++++++++++----
 4 files changed, 87 insertions(+), 19 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 88e0b96a..874bb2d0 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -229,6 +229,10 @@ class model_check(delay):
         """Gets the number of stages in the delay chain from the control logic"""
         return len(self.sram.control_logic_rw.replica_bitline.delay_fanout_list)
     
+    def get_num_delay_fanout_list(self):
+        """Gets the number of stages in the delay chain from the control logic"""
+        return self.sram.control_logic_rw.replica_bitline.delay_fanout_list
+    
     def get_num_delay_stage_fanout(self):
         """Gets fanout in each stage in the delay chain. Assumes each stage is the same"""
         return self.sram.control_logic_rw.replica_bitline.delay_fanout_list[0]
diff --git a/compiler/characterizer/stimuli.py b/compiler/characterizer/stimuli.py
index 8c6b059f..3b569b2a 100644
--- a/compiler/characterizer/stimuli.py
+++ b/compiler/characterizer/stimuli.py
@@ -258,14 +258,15 @@ class stimuli():
            
         # UIC is needed for ngspice to converge
         self.sf.write(".TRAN {0}p {1}n UIC\n".format(timestep,end_time))
+        self.sf.write(".TEMP {}\n".format(self.temperature))
         if OPTS.spice_name == "ngspice":
             # ngspice sometimes has convergence problems if not using gear method
             # which is more accurate, but slower than the default trapezoid method
             # Do not remove this or it may not converge due to some "pa_00" nodes
             # unless you figure out what these are.
-            self.sf.write(".OPTIONS POST=1 RELTOL={0} PROBE method=gear TEMP={1}\n".format(reltol,self.temperature))
+            self.sf.write(".OPTIONS POST=1 RELTOL={0} PROBE method=gear\n".format(reltol))
         else:
-            self.sf.write(".OPTIONS POST=1 RUNLVL={0} PROBE TEMP={1}\n".format(runlvl,self.temperature))
+            self.sf.write(".OPTIONS POST=1 RUNLVL={0} PROBE\n".format(runlvl))
 
         # create plots for all signals
         self.sf.write("* probe is used for hspice/xa, while plot is used in ngspice\n")
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
index 849d441d..9d89acd7 100755
--- a/compiler/tests/config_data.py
+++ b/compiler/tests/config_data.py
@@ -3,9 +3,14 @@ word_size = 1
 num_words = 16
 
 tech_name = "freepdk45"
-#process_corners = ["TT", "FF", "SS", "SF", "FS"]
-process_corners = ["TT", "FF", "SS"]
+#Default corner
+process_corners = ["TT"]
 supply_voltages = [1.0]
-temperatures = [25]
+#temperatures = [25]
+
+#Corner options
+#process_corners = ["TT", "FF", "SS"]
+#supply_voltages = [.9, 1.0, 1.1]
+temperatures = [10,25,50]
 
 
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index e893d8ec..3c5193ea 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -16,6 +16,7 @@ from sram import sram
 from sram_config import sram_config
 
 MODEL_DIR = "model_data/"
+DATASET_CSV_NAME = MODEL_DIR+'datasets.csv'
 
 class data_collection(openram_test):
 
@@ -24,11 +25,56 @@ class data_collection(openram_test):
         #Uncomment this for model evaluation
         # ratio_data = self.calculate_delay_ratios_of_srams()
         # self.display_data(ratio_data)
-
+        
+        self.setup_files()
+        
         self.run_delay_chain_analysis()
         
         globals.end_openram()
     
+    def setup_files(self):
+        """Checks existence of files used for data collection"""
+        if not os.path.isdir(MODEL_DIR):
+            os.mkdir(MODEL_DIR)
+        
+        #File requires names from the delay measurement object.
+        #Initialization is delayed until one configuration simulation has occurred.
+        self.dataset_initialized=False
+
+    
+    def init_dataset_csv(self, file_fields):
+        """Creates csv which holds files names of all available datasets."""
+        debug.info(2,'Initializing dataset file and dataframe.')
+        self.file_fields = file_fields 
+        self.file_fields.sort()
+        fields = ['word_size', 'num_words', 'words_per_row', 'dc_config']
+        self.dataset_fields = fields+self.file_fields
+        
+        if not os.path.exists(DATASET_CSV_NAME):
+            debug.info(2,'No dataset file found. Creating dataset file.')
+            dataset_csv = open(DATASET_CSV_NAME, 'w')
+            csv_writer = csv.writer(dataset_csv, lineterminator = '\n')
+            csv_writer.writerow(self.dataset_fields)
+            dataset_csv.close()
+            self.dataset_initialized=True
+        self.datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
+        
+    def add_dataset(self, word_size, num_words, words_per_row):
+        """Added filenames to DATASET_CSV_NAME"""
+        cur_len = len(self.datasets_df)
+        #list converted to str as lists as saved as str in the csv file.
+        #e.g. list=[2,2] -> csv entry = '[2,2]'
+        fanout_str = str(self.delay_obj.get_num_delay_fanout_list())
+        file_names = [self.file_name_dict[fname] for fname in self.file_fields]
+        new_df_row = [word_size, num_words, words_per_row,fanout_str]+file_names
+        
+        df_bool = (self.datasets_df['word_size'] == word_size) & (self.datasets_df['num_words'] == num_words) & (self.datasets_df['words_per_row'] == words_per_row) & (self.datasets_df['dc_config'] == fanout_str)
+        if len(self.datasets_df.loc[df_bool]) == 0:
+            self.datasets_df = self.datasets_df.append(pd.Series(new_df_row, self.dataset_fields), ignore_index=True)
+        else:    
+            self.datasets_df.loc[df_bool] = [new_df_row]
+                           
+    
     def run_delay_chain_analysis(self):
         """Generates sram with different delay chain configs over different corners and 
            analyzes delay average and variation."""
@@ -84,7 +130,7 @@ class data_collection(openram_test):
         plt.show()
     
     def plot_two_data_sets(self, x_labels, y1_values, y2_values):
-        """Plots two data sets on the same x-axis."""
+        """Plots two data sets on the same x-axis. Uses hardcoded axis names."""
         data_range = [i for i in range(len(x_labels))]
         fig, ax1 = plt.subplots()
 
@@ -123,8 +169,9 @@ class data_collection(openram_test):
         
     def get_csv_data(self):
         """Hardcoded Hack to get the measurement data from the csv into lists. """
-        wl_files_name = [file_name for file_name in self.file_names if "wl_measures" in file_name][0]
-        sae_files_name = [file_name for file_name in self.file_names if "sae_measures" in file_name][0]
+        file_list = self.file_name_dict.values()
+        wl_files_name = [file_name for file_name in file_list if "wl_measures" in file_name][0]
+        sae_files_name = [file_name for file_name in file_list if "sae_measures" in file_name][0]
         wl_dataframe = pd.read_csv(wl_files_name,encoding='utf-8')
         sae_dataframe = pd.read_csv(sae_files_name,encoding='utf-8')
         return wl_dataframe,sae_dataframe 
@@ -144,10 +191,11 @@ class data_collection(openram_test):
         meas_delay_ratios = {}
         ratio_error = {}
         #The full file name contains unrelated portions, separate them into the four that are needed
-        wl_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "wl_measures" in file_name][0]
-        sae_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "sae_measures" in file_name][0]
-        wl_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "wl_model" in file_name][0]
-        sae_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in self.file_names if "sae_model" in file_name][0]
+        file_list = self.file_name_dict.values()
+        wl_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "wl_measures" in file_name][0]
+        sae_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "sae_measures" in file_name][0]
+        wl_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "wl_model" in file_name][0]
+        sae_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "sae_model" in file_name][0]
         
         #Assume each csv has the same corners (and the same row order), use one of the dfs for corners
         proc_pos, volt_pos, temp_pos = wl_meas_df.columns.get_loc('process'), wl_meas_df.columns.get_loc('voltage'), wl_meas_df.columns.get_loc('temp')
@@ -238,7 +286,12 @@ class data_collection(openram_test):
         for corner in corner_gen:
             sram_data = self.get_sram_data(corner)
             self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, dc_resized, corner)
-            
+        
+        #Save file names generated by this run
+        if not self.dataset_initialized:
+            self.init_dataset_csv(list(sram_data))
+        self.add_dataset(word_size, num_words, words_per_row)    
+        
         self.close_files()
         debug.info(1,"Data Generated")
         
@@ -266,8 +319,12 @@ class data_collection(openram_test):
         
     def close_files(self):
         """Closes all files stored in the file dict"""
+        #Close the files holding data
         for key,file in self.csv_files.items():
             file.close()
+        
+        #Write dataframe to the dataset csv
+        self.datasets_df.to_csv(DATASET_CSV_NAME, index=False)
    
     def corner_combination_generator(self):
         processes = OPTS.process_corners
@@ -311,19 +368,20 @@ class data_collection(openram_test):
         header_dict = self.delay_obj.get_all_signal_names()
         self.csv_files = {}
         self.csv_writers = {}
-        self.file_names = []
+        self.file_name_dict = {}
+        delay_fanout_list = self.delay_obj.get_num_delay_fanout_list()
+        fanout_str = '_'.join(str(fanout) for fanout in delay_fanout_list)
         delay_stages = self.delay_obj.get_num_delay_stages()
         delay_stage_fanout = self.delay_obj.get_num_delay_stage_fanout()
         
         for data_name, header_list in header_dict.items():
-            file_name = '{}data_{}b_{}word_{}way_dc{}x{}_{}.csv'.format(MODEL_DIR,
+            file_name = '{}data_{}b_{}word_{}way_dc{}_{}.csv'.format(MODEL_DIR,
                                                                 word_size, 
                                                                 num_words, 
                                                                 words_per_row,
-                                                                delay_stages,
-                                                                delay_stage_fanout,
+                                                                fanout_str,
                                                                 data_name)
-            self.file_names.append(file_name)
+            self.file_name_dict[data_name] = file_name
             self.csv_files[data_name] = open(file_name, 'w')
             self.config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_resized', 'process', 'voltage', 'temp']
             self.other_data_fields = ['sum']

From 4faec524095ee156881eb0ff7f101977461e9a22 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 12 Feb 2019 20:58:50 -0800
Subject: [PATCH 40/77] Allowed data collection and analysis to run
 independently.

---
 compiler/tests/delay_data_collection.py | 60 +++++++++++++++++--------
 1 file changed, 42 insertions(+), 18 deletions(-)

diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index 3c5193ea..d58d13b8 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -75,6 +75,26 @@ class data_collection(openram_test):
             self.datasets_df.loc[df_bool] = [new_df_row]
                            
     
+    def get_filename_by_config(self, data_types, word_size, num_words, words_per_row, fanout_list):
+        """Searches the dataset csv for a config match. Extracts the filenames for the desired data."""
+        #Names used in file are hardcoded here. There is a check that these names match in the csv.
+        start_fname_ind = 4 # four query items
+        
+        #data_types = ["wl_measures", "wl_model","sae_measures", "sae_model"]
+        fanout_str = str(fanout_list)
+        datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
+        df_bool = (datasets_df['word_size'] == word_size) & (datasets_df['num_words'] == num_words) & (datasets_df['words_per_row'] == words_per_row) & (datasets_df['dc_config'] == fanout_str)
+        df_filtered = self.datasets_df.loc[df_bool]
+        if len(df_filtered) != 1:    
+            debug.info(1,"Found two dataset entries with the same configuration. Using the first found")
+        df_row = df_filtered.iloc[0]    
+        #Check csv header against expected    
+        csv_data_types = list(df_filtered)[start_fname_ind+1:]
+        if set(data_types) != set(csv_data_types):
+            debug.error("Dataset csv header does not match expected.")
+        
+        return [df_row[dt] for dt in data_types]
+    
     def run_delay_chain_analysis(self):
         """Generates sram with different delay chain configs over different corners and 
            analyzes delay average and variation."""
@@ -82,25 +102,33 @@ class data_collection(openram_test):
         #Constant sram config for this test   
         word_size, num_words, words_per_row = 1, 16, 1
         #Only change delay chain
-        dc_config_list = [(2,3), (3,3), (3,4), (4,2), (4,3), (4,4), (2,4), (2,5)]
-        #dc_config_list = [(2,3), (3,3)]
-        dc_avgs = []
-        dc_vars = []
+        #dc_config_list = [(2,3), (3,3), (3,4), (4,2), (4,3), (4,4), (2,4), (2,5)]
+        dc_config_list = [(2,3), (3,3)]
+        self.save_delay_chain_data(word_size, num_words, words_per_row, dc_config_list)
+        self.analyze_delay_chain_data(word_size, num_words, words_per_row, dc_config_list)
+    
+    def save_delay_chain_data(self, word_size, num_words, words_per_row, dc_config_list):
+        """Get the delay data by only varying the delay chain size."""
         for stages,fanout in dc_config_list:
             self.init_data_gen()
             self.set_delay_chain(stages,fanout)
             self.save_data_sram_corners(word_size, num_words, words_per_row)
-            wl_dataframe, sae_dataframe = self.get_csv_data()
+    
+    def analyze_delay_chain_data(self, word_size, num_words, words_per_row, dc_config_list):
+        """Compare and graph delay chain variations over different configurations."""
+        dc_avgs = []
+        dc_vars = []
+        for stages,fanout in dc_config_list:
+            data_types = ["wl_measures","sae_measures"]
+            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, [fanout]*stages)
+            wl_dataframe, sae_dataframe = self.get_csv_data(filenames)
+            
             delay_sums = self.get_delay_chain_sums(sae_dataframe)
             dc_avgs.append(self.get_average(delay_sums))
             dc_vars.append(self.get_variance(delay_sums))
             debug.info(1,"DC config={}: avg={} variance={}".format((stages,fanout), dc_avgs[-1], dc_vars[-1]))
-        
-        #plot data
         self.plot_two_data_sets(dc_config_list, dc_avgs, dc_vars)
-        #self.plot_data(dc_config_list, dc_avgs)
-        #self.plot_data(dc_config_list, dc_vars)
-    
+        
     def get_delay_chain_sums(self, sae_dataframe):
         """Calculate the total delay of the delay chain over different corners"""
         (start_dc, end_dc) = self.delay_obj.delay_chain_indices
@@ -167,14 +195,10 @@ class data_collection(openram_test):
             debug.info(1, "Ratio percentage error={}".format(ratio_error))
         return delay_ratio_data
         
-    def get_csv_data(self):
-        """Hardcoded Hack to get the measurement data from the csv into lists. """
-        file_list = self.file_name_dict.values()
-        wl_files_name = [file_name for file_name in file_list if "wl_measures" in file_name][0]
-        sae_files_name = [file_name for file_name in file_list if "sae_measures" in file_name][0]
-        wl_dataframe = pd.read_csv(wl_files_name,encoding='utf-8')
-        sae_dataframe = pd.read_csv(sae_files_name,encoding='utf-8')
-        return wl_dataframe,sae_dataframe 
+    def get_csv_data(self, filenames):
+        """Returns a dataframe for each file name. Returns as tuple for convenience"""
+        dataframes = [pd.read_csv(fname,encoding='utf-8') for fname in filenames]
+        return tuple(dataframes)
         
     def evaluate_data(self, wl_dataframe, sae_dataframe):
         """Analyze the delay error and variation error"""

From e890c0e188ee8cf03bdf887d40289bd236207251 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Wed, 13 Feb 2019 15:21:16 -0800
Subject: [PATCH 41/77] fixed -v logging

---
 compiler/debug.py | 36 +++++++++++++++++++++++-------------
 1 file changed, 23 insertions(+), 13 deletions(-)

diff --git a/compiler/debug.py b/compiler/debug.py
index e6c6a1bd..f25ff4b5 100644
--- a/compiler/debug.py
+++ b/compiler/debug.py
@@ -16,7 +16,7 @@ def check(check, str):
          index) = inspect.getouterframes(inspect.currentframe())[1]
         sys.stderr.write("ERROR: file {0}: line {1}: {2}\n".format(
             os.path.basename(filename), line_number, str))
-        log("ERROR: file {0}: line {1}: {2}\n".format(
+        logger.log("ERROR: file {0}: line {1}: {2}\n".format(
             os.path.basename(filename), line_number, str))
 
         assert 0
@@ -27,7 +27,7 @@ def error(str, return_value=0):
      index) = inspect.getouterframes(inspect.currentframe())[1]
     sys.stderr.write("ERROR: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
-    log("ERROR: file {0}: line {1}: {2}\n".format(
+    logger.log("ERROR: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
 
     assert return_value == 0
@@ -38,7 +38,7 @@ def warning(str):
      index) = inspect.getouterframes(inspect.currentframe())[1]
     sys.stderr.write("WARNING: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
-    log("WARNING: file {0}: line {1}: {2}\n".format(
+    logger.log("WARNING: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
 
 
@@ -48,17 +48,27 @@ def print_raw(str):
 
 
 def log(str):
-    if log.create_file:
-        compile_log = open(globals.OPTS.output_path +
-                           globals.OPTS.output_name + '.log', "w")
-        log.create_file = 0
+    if  globals.OPTS.output_name != '':
+        if log.create_file:
+            compile_log = open(globals.OPTS.output_path +
+                               globals.OPTS.output_name + '.log', "w+")
+            log.create_file = 0
+        else:
+            compile_log = open(globals.OPTS.output_path +
+                               globals.OPTS.output_name + '.log', "a")
+
+        if len(log.setup_output) != 0:
+            for line in log.setup_output:
+                compile_log.write(line)
+            log.setup_output = []
+        compile_log.write(str + '\n')
     else:
-        compile_log = open(globals.OPTS.output_path +
-                           globals.OPTS.output_name + '.log', "a")
-    compile_log.write(str + '\n')
-log.create_file = 1 
+        log.setup_output.append(str + "\n")
 
 
+# use a static list of strings to store messages until the global paths are set up
+log.setup_output = []
+log.create_file = 1
 
 
 def info(lev, str):
@@ -71,5 +81,5 @@ def info(lev, str):
             class_name = ""
         else:
             class_name = mod.__name__
-        print_raw("[{0}/{1}]: {2}".format(class_name, frm[0].f_code.co_name, str))
-
+        print_raw("[{0}/{1}]: {2}".format(class_name,
+                                          frm[0].f_code.co_name, str))

From c359bbf42ab42907134853214da020a3a7ff7433 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Wed, 13 Feb 2019 17:01:26 -0800
Subject: [PATCH 42/77] Fix deprecation warnings in regex by converting to raw
 strings. Add error if unable to find DRC errors in Magic.

---
 compiler/verify/calibre.py | 10 +++++-----
 compiler/verify/magic.py   |  4 ++++
 2 files changed, 9 insertions(+), 5 deletions(-)

diff --git a/compiler/verify/calibre.py b/compiler/verify/calibre.py
index a1bbbc3e..dde7ea5a 100644
--- a/compiler/verify/calibre.py
+++ b/compiler/verify/calibre.py
@@ -126,9 +126,9 @@ def run_drc(cell_name, gds_name, extract=False, final_verification=False):
     f.close()
     # those lines should be the last 3
     results = results[-3:]
-    geometries = int(re.split("\W+", results[0])[5])
-    rulechecks = int(re.split("\W+", results[1])[4])
-    errors = int(re.split("\W+", results[2])[5])
+    geometries = int(re.split(r'\W+', results[0])[5])
+    rulechecks = int(re.split(r'\W+', results[1])[4])
+n    errors = int(re.split(r'\W+', results[2])[5])
 
     # always display this summary
     if errors > 0:
@@ -227,7 +227,7 @@ def run_lvs(cell_name, gds_name, sp_name, final_verification=False):
     incorrect = list(filter(test.search, results))
 
     # Errors begin with "Error:"
-    test = re.compile("\s+Error:")
+    test = re.compile(r'\s+Error:')
     errors = list(filter(test.search, results))
     for e in errors:
         debug.error(e.strip("\n"))
@@ -363,7 +363,7 @@ def correct_port(name, output_file_name, ref_file_name):
     pex_file.seek(match_index_start)
     rest_text = pex_file.read()
     # locate the end of circuit definition line
-    match = re.search("\* \n", rest_text)
+    match = re.search(r'\* \n', rest_text)
     match_index_end = match.start()
     # store the unchanged part of pex file in memory
     pex_file.seek(0)
diff --git a/compiler/verify/magic.py b/compiler/verify/magic.py
index 490a09a1..0af8e5ef 100644
--- a/compiler/verify/magic.py
+++ b/compiler/verify/magic.py
@@ -140,11 +140,15 @@ def run_drc(cell_name, gds_name, extract=True, final_verification=False):
         debug.error("Unable to retrieve DRC results file. Is magic set up?",1)
     results = f.readlines()
     f.close()
+    errors=1
     # those lines should be the last 3
     for line in results:
         if "Total DRC errors found:" in line:
             errors = int(re.split(": ", line)[1])
             break
+    else:
+        debug.error("Unable to find the total error line in Magic output.",1)
+            
 
     # always display this summary
     if errors > 0:

From d4c21cd26e848b7cdf503edbdcbbd4639d42237f Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Wed, 13 Feb 2019 17:41:33 -0800
Subject: [PATCH 43/77] Remove extraneous character.

---
 compiler/verify/calibre.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/verify/calibre.py b/compiler/verify/calibre.py
index dde7ea5a..2de76386 100644
--- a/compiler/verify/calibre.py
+++ b/compiler/verify/calibre.py
@@ -128,7 +128,7 @@ def run_drc(cell_name, gds_name, extract=False, final_verification=False):
     results = results[-3:]
     geometries = int(re.split(r'\W+', results[0])[5])
     rulechecks = int(re.split(r'\W+', results[1])[4])
-n    errors = int(re.split(r'\W+', results[2])[5])
+    errors = int(re.split(r'\W+', results[2])[5])
 
     # always display this summary
     if errors > 0:

From 8c1fe253d5656c85b4556c16a89de83ebe47f085 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Wed, 13 Feb 2019 22:24:58 -0800
Subject: [PATCH 44/77] Added variable fanouts to delay testing.

---
 compiler/modules/control_logic.py       |   7 +-
 compiler/tests/config_data.py           |   8 +-
 compiler/tests/delay_data_collection.py | 118 +++++++++++++++---------
 technology/freepdk45/tech/tech.py       |   1 +
 technology/scn4m_subm/tech/tech.py      |   1 +
 5 files changed, 81 insertions(+), 54 deletions(-)

diff --git a/compiler/modules/control_logic.py b/compiler/modules/control_logic.py
index 57e578f5..b8532ee9 100644
--- a/compiler/modules/control_logic.py
+++ b/compiler/modules/control_logic.py
@@ -139,11 +139,10 @@ class control_logic(design.design):
             bitcell_loads = int(math.ceil(self.num_rows * parameter["rbl_height_percentage"]))
             #Use a model to determine the delays with that heuristic
             if OPTS.use_tech_delay_chain_size: #Use tech parameters if set.
-                delay_stages =  parameter["static_delay_stages"]
-                delay_fanout = parameter["static_fanout_per_stage"]
-                debug.info(1, "Using tech parameters to size delay chain: stages={}, fanout={}".format(delay_stages,delay_fanout))
+                fanout_list = parameter["static_fanout_list"]
+                debug.info(1, "Using tech parameters to size delay chain: fanout_list={}".format(fanout_list))
                 self.replica_bitline = factory.create(module_type="replica_bitline",
-                                                      delay_fanout_list=[delay_fanout]*delay_stages,
+                                                      delay_fanout_list=fanout_list,
                                                       bitcell_loads=bitcell_loads)
                 if self.sram != None: #Calculate model value even for specified sizes
                     self.set_sen_wl_delays()
diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
index 9d89acd7..dd78ebcd 100755
--- a/compiler/tests/config_data.py
+++ b/compiler/tests/config_data.py
@@ -4,13 +4,13 @@ num_words = 16
 
 tech_name = "freepdk45"
 #Default corner
-process_corners = ["TT"]
+#process_corners = ["TT"]
 supply_voltages = [1.0]
-#temperatures = [25]
+temperatures = [25]
 
 #Corner options
-#process_corners = ["TT", "FF", "SS"]
+process_corners = ["TT", "FF", "SS"]
 #supply_voltages = [.9, 1.0, 1.1]
-temperatures = [10,25,50]
+#temperatures = [10,25,50]
 
 
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index d58d13b8..3e56909f 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -26,29 +26,34 @@ class data_collection(openram_test):
         # ratio_data = self.calculate_delay_ratios_of_srams()
         # self.display_data(ratio_data)
         
-        self.setup_files()
+        self.run_setup()
         
         self.run_delay_chain_analysis()
         
         globals.end_openram()
     
-    def setup_files(self):
-        """Checks existence of files used for data collection"""
+    def run_setup(self):
+        """Checks file existence and sets some member variables"""
         if not os.path.isdir(MODEL_DIR):
             os.mkdir(MODEL_DIR)
         
         #File requires names from the delay measurement object.
         #Initialization is delayed until one configuration simulation has occurred.
         self.dataset_initialized=False
+        
+        #These help mark positions in the csv file for data collection and analysis
+        self.config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_resized', 'process', 'voltage', 'temp']
+        self.sae_config_fields = ['dc_start_ind', 'dc_end_ind']
+        self.other_data_fields = ['sum']
 
     
     def init_dataset_csv(self, file_fields):
         """Creates csv which holds files names of all available datasets."""
         debug.info(2,'Initializing dataset file and dataframe.')
-        self.file_fields = file_fields 
-        self.file_fields.sort()
-        fields = ['word_size', 'num_words', 'words_per_row', 'dc_config']
-        self.dataset_fields = fields+self.file_fields
+        self.dataset_file_fields = file_fields 
+        self.dataset_file_fields.sort()
+        config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_config']
+        self.dataset_fields = config_fields+self.dataset_file_fields
         
         if not os.path.exists(DATASET_CSV_NAME):
             debug.info(2,'No dataset file found. Creating dataset file.')
@@ -65,7 +70,7 @@ class data_collection(openram_test):
         #list converted to str as lists as saved as str in the csv file.
         #e.g. list=[2,2] -> csv entry = '[2,2]'
         fanout_str = str(self.delay_obj.get_num_delay_fanout_list())
-        file_names = [self.file_name_dict[fname] for fname in self.file_fields]
+        file_names = [self.file_name_dict[fname] for fname in self.dataset_file_fields]
         new_df_row = [word_size, num_words, words_per_row,fanout_str]+file_names
         
         df_bool = (self.datasets_df['word_size'] == word_size) & (self.datasets_df['num_words'] == num_words) & (self.datasets_df['words_per_row'] == words_per_row) & (self.datasets_df['dc_config'] == fanout_str)
@@ -77,21 +82,26 @@ class data_collection(openram_test):
     
     def get_filename_by_config(self, data_types, word_size, num_words, words_per_row, fanout_list):
         """Searches the dataset csv for a config match. Extracts the filenames for the desired data."""
-        #Names used in file are hardcoded here. There is a check that these names match in the csv.
         start_fname_ind = 4 # four query items
         
-        #data_types = ["wl_measures", "wl_model","sae_measures", "sae_model"]
         fanout_str = str(fanout_list)
         datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
         df_bool = (datasets_df['word_size'] == word_size) & (datasets_df['num_words'] == num_words) & (datasets_df['words_per_row'] == words_per_row) & (datasets_df['dc_config'] == fanout_str)
-        df_filtered = self.datasets_df.loc[df_bool]
-        if len(df_filtered) != 1:    
-            debug.info(1,"Found two dataset entries with the same configuration. Using the first found")
+        df_filtered = datasets_df.loc[df_bool]
+        if len(df_filtered) > 1:    
+            debug.info(1,"Found more than 1 dataset entry with the same configuration. Using the first found")
+        elif len(df_filtered) == 0:
+            debug.error("Dataset for configuration not found:\n \
+            word_size={}, num_words={}, words_per_row={}, fanout_list={}".format(word_size,
+                                                                                 num_words,
+                                                                                 words_per_row,
+                                                                                 fanout_list), 1)
         df_row = df_filtered.iloc[0]    
         #Check csv header against expected    
-        csv_data_types = list(df_filtered)[start_fname_ind+1:]
-        if set(data_types) != set(csv_data_types):
-            debug.error("Dataset csv header does not match expected.")
+        csv_data_types = list(df_filtered)[start_fname_ind:]
+        if not set(data_types).issubset(set(csv_data_types)):
+            debug.error("Dataset csv header does not match expected:\nExpected={}\nCSV={}".format(data_types,
+                                                                                                  csv_data_types),1)
         
         return [df_row[dt] for dt in data_types]
     
@@ -103,40 +113,46 @@ class data_collection(openram_test):
         word_size, num_words, words_per_row = 1, 16, 1
         #Only change delay chain
         #dc_config_list = [(2,3), (3,3), (3,4), (4,2), (4,3), (4,4), (2,4), (2,5)]
-        dc_config_list = [(2,3), (3,3)]
-        self.save_delay_chain_data(word_size, num_words, words_per_row, dc_config_list)
-        self.analyze_delay_chain_data(word_size, num_words, words_per_row, dc_config_list)
+        #dc_config_list = [(2,3), (3,3)]
+        
+        #fanout_configs = [[3,3], [3,3,3]]
+        previous_dc_configs = [[4,4,4], [2,2,2,2], [3,3,3,3], [4,4],[4,4,4,4], [5,5]]
+        fanout_configs = [[3,3], [3,3,3], [2,3,2,3], [2,4,2,4], [3,3,3,3]]+previous_dc_configs
+        #self.save_delay_chain_data(word_size, num_words, words_per_row, fanout_configs)
+        self.analyze_delay_chain_data(word_size, num_words, words_per_row, fanout_configs)
     
-    def save_delay_chain_data(self, word_size, num_words, words_per_row, dc_config_list):
+    def save_delay_chain_data(self, word_size, num_words, words_per_row, fanout_configs):
         """Get the delay data by only varying the delay chain size."""
-        for stages,fanout in dc_config_list:
+        for fanouts in fanout_configs:
             self.init_data_gen()
-            self.set_delay_chain(stages,fanout)
+            self.set_delay_chain(fanouts)
             self.save_data_sram_corners(word_size, num_words, words_per_row)
     
-    def analyze_delay_chain_data(self, word_size, num_words, words_per_row, dc_config_list):
+    def analyze_delay_chain_data(self, word_size, num_words, words_per_row, fanout_configs):
         """Compare and graph delay chain variations over different configurations."""
         dc_avgs = []
         dc_vars = []
-        for stages,fanout in dc_config_list:
+        for fanouts in fanout_configs:
             data_types = ["wl_measures","sae_measures"]
-            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, [fanout]*stages)
+            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
             wl_dataframe, sae_dataframe = self.get_csv_data(filenames)
             
             delay_sums = self.get_delay_chain_sums(sae_dataframe)
             dc_avgs.append(self.get_average(delay_sums))
             dc_vars.append(self.get_variance(delay_sums))
-            debug.info(1,"DC config={}: avg={} variance={}".format((stages,fanout), dc_avgs[-1], dc_vars[-1]))
-        self.plot_two_data_sets(dc_config_list, dc_avgs, dc_vars)
+            debug.info(1,"DC config={}: avg={} variance={}".format(fanouts, dc_avgs[-1], dc_vars[-1]))
+        self.plot_two_data_sets(fanout_configs, dc_avgs, dc_vars)
         
     def get_delay_chain_sums(self, sae_dataframe):
         """Calculate the total delay of the delay chain over different corners"""
-        (start_dc, end_dc) = self.delay_obj.delay_chain_indices
-        start_data_pos = len(self.config_fields)+1 #items before this point are configuration related
+        start_dc_pos = sae_dataframe.columns.get_loc('dc_start_ind')
+        end_dc_pos = sae_dataframe.columns.get_loc('dc_end_ind')
+        start_data_pos = len(self.config_fields)+len(self.sae_config_fields)+1 #items before this point are configuration related
         delay_sums = []
         row_count = 0
         #Get delay sums over different corners
-        for sae_row in sae_dataframe.itertuples(): 
+        for sae_row in sae_dataframe.itertuples():
+            start_dc, end_dc = sae_row[start_dc_pos+1], sae_row[end_dc_pos+1]
             dc_delays = sae_row[start_data_pos+start_dc:start_data_pos+end_dc]
             delay_sums.append(sum(dc_delays))
         return delay_sums
@@ -167,6 +183,7 @@ class data_collection(openram_test):
         ax1.set_ylabel('Average Delay (ns)', color=color)
         ax1.plot(data_range, y1_values, marker='o', color=color, linestyle='')
         ax1.tick_params(axis='y', labelcolor=color)
+        ax1.tick_params(axis='x', labelrotation=-90)
 
         ax2 = ax1.twinx()  # instantiate a second axes that shares the same x-axis
 
@@ -177,7 +194,7 @@ class data_collection(openram_test):
         ax2.tick_params(axis='y', labelcolor=color)
 
         fig.tight_layout()  # otherwise the right y-label is slightly clipped
-        plt.xticks(data_range, x_labels)
+        plt.xticks(data_range, x_labels, rotation=90)
         plt.show()
     
     def calculate_delay_ratios_of_srams(self):
@@ -258,34 +275,36 @@ class data_collection(openram_test):
         
     def calculate_delay_error(self, wl_dataframe, sae_dataframe):
         """Calculates the percentage difference in delays between the wordline and sense amp enable"""
-        start_data_pos = len(self.config_fields) #items before this point are configuration related
+        wl_start_data_pos = len(self.config_fields)
+        sae_start_data_pos = len(self.config_fields)+len(self.sae_config_fields) 
         error_list = []
         row_count = 0
         for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):             
             debug.info(2, "wl_row:{}".format(wl_row))
-            wl_sum = sum(wl_row[start_data_pos+1:])
+            wl_sum = sum(wl_row[wl_start_data_pos+1:])
             debug.info(2, "wl_sum:{}".format(wl_sum))
-            sae_sum = sum(sae_row[start_data_pos+1:])
+            sae_sum = sum(sae_row[sae_start_data_pos+1:])
             error_list.append(abs((wl_sum-sae_sum)/wl_sum))
         return error_list
         
     def calculate_delay_variation_error(self, wl_dataframe, sae_dataframe):
         """Measures a base delay from the first corner then the variations from that base"""
-        start_data_pos = len(self.config_fields)
+        wl_start_data_pos = len(self.config_fields)
+        sae_start_data_pos = len(self.config_fields)+len(self.sae_config_fields)
         variation_error_list = []
         count = 0
         for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):
             if count == 0:
                 #Create a base delay, variation is defined as the difference between this base
-                wl_base = sum(wl_row[start_data_pos+1:])
+                wl_base = sum(wl_row[wl_start_data_pos+1:])
                 debug.info(1, "wl_sum base:{}".format(wl_base))
-                sae_base = sum(sae_row[start_data_pos+1:])
+                sae_base = sum(sae_row[sae_start_data_pos+1:])
                 variation_error_list.append(0.0)
             else:
                 #Calculate the variation from the respective base and then difference between the variations
-                wl_sum = sum(wl_row[start_data_pos+1:])
+                wl_sum = sum(wl_row[wl_start_data_pos+1:])
                 wl_base_diff = abs((wl_base-wl_sum)/wl_base)
-                sae_sum = sum(sae_row[start_data_pos+1:])
+                sae_sum = sum(sae_row[sae_start_data_pos+1:])
                 sae_base_diff = abs((sae_base-sae_sum)/sae_base)
                 variation_diff = abs((wl_base_diff-sae_base_diff)/wl_base_diff)
                 variation_error_list.append(variation_diff)
@@ -336,10 +355,9 @@ class data_collection(openram_test):
         import characterizer
         reload(characterizer) 
 
-    def set_delay_chain(self, stages, fanout):
+    def set_delay_chain(self, fanout_list):
         """Force change the parameter in the tech file to specify a delay chain configuration"""
-        parameter["static_delay_stages"] = stages
-        parameter["static_fanout_per_stage"] = fanout
+        parameter["static_fanout_list"] = fanout_list
         
     def close_files(self):
         """Closes all files stored in the file dict"""
@@ -375,10 +393,17 @@ class data_collection(openram_test):
     def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row, dc_resized, corner):
         """Writes data to its respective CSV file. There is a CSV for each measurement target 
         (wordline, sense amp enable, and models)"""
+        dc_start_ind, dc_end_ind = self.delay_obj.delay_chain_indices
         sram_specs = [word_size,num_words,words_per_row,dc_resized,*corner]
+        sae_specs = [dc_start_ind, dc_end_ind]
         for data_name, data_values in sram_data.items():
+            if 'sae' in data_name:
+                all_specs = sram_specs+sae_specs
+            else:
+                all_specs = sram_specs
+                
             other_values = self.calculate_other_data_values(data_values)
-            self.csv_writers[data_name].writerow(sram_specs+sram_data[data_name]+other_values)
+            self.csv_writers[data_name].writerow(all_specs+sram_data[data_name]+other_values)
         debug.info(2,"Data Added to CSV file.")
     
     def calculate_other_data_values(self, sram_data_list):
@@ -407,9 +432,10 @@ class data_collection(openram_test):
                                                                 data_name)
             self.file_name_dict[data_name] = file_name
             self.csv_files[data_name] = open(file_name, 'w')
-            self.config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_resized', 'process', 'voltage', 'temp']
-            self.other_data_fields = ['sum']
-            fields = (*self.config_fields, *header_list, *self.other_data_fields)
+            if 'sae' in data_name:
+                fields = (*self.config_fields, *self.sae_config_fields, *header_list, *self.other_data_fields)
+            else:
+                fields = (*self.config_fields, *header_list, *self.other_data_fields)
             self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
             self.csv_writers[data_name].writerow(fields)
     
diff --git a/technology/freepdk45/tech/tech.py b/technology/freepdk45/tech/tech.py
index a0ba8cbc..eccfd1c8 100644
--- a/technology/freepdk45/tech/tech.py
+++ b/technology/freepdk45/tech/tech.py
@@ -336,6 +336,7 @@ spice["nor2_transition_prob"] = .1875     # Transition probability of 2-input no
 #Parameters related to sense amp enable timing and delay chain/RBL sizing
 parameter["static_delay_stages"] = 4
 parameter["static_fanout_per_stage"] = 3
+parameter["static_fanout_list"] = parameter["static_delay_stages"]*[parameter["static_fanout_per_stage"]]
 parameter["dff_clk_cin"] = 30.6             #relative capacitance
 parameter["6tcell_wl_cin"] = 3              #relative capacitance
 parameter["min_inv_para_delay"] = 2.4        #Tau delay units
diff --git a/technology/scn4m_subm/tech/tech.py b/technology/scn4m_subm/tech/tech.py
index 1add9937..8b6ee827 100755
--- a/technology/scn4m_subm/tech/tech.py
+++ b/technology/scn4m_subm/tech/tech.py
@@ -302,6 +302,7 @@ spice["nor2_transition_prob"] = .1875     # Transition probability of 2-input no
 #Logical Effort relative values for the Handmade cells
 parameter["static_delay_stages"] = 4
 parameter["static_fanout_per_stage"] = 3
+parameter["static_fanout_list"] = parameter["static_delay_stages"]*[parameter["static_fanout_per_stage"]]
 parameter["dff_clk_cin"] = 27.5
 parameter["6tcell_wl_cin"] = 2
 parameter["min_inv_para_delay"] = .5

From e3ff9b53e9bf21b190faa6171807c13b9861f69e Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Thu, 14 Feb 2019 07:01:35 -0800
Subject: [PATCH 45/77] fixed area not being found

---
 compiler/characterizer/lib.py       | 1 +
 compiler/datasheet/datasheet_gen.py | 4 ++--
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 60452d76..3b4f465b 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -559,6 +559,7 @@ class lib:
             LVS = str(total_lvs_errors)
 
         datasheet.write("{0},{1},".format(DRC, LVS))
+        # write area
         datasheet.write(str(self.sram.width * self.sram.height)+',')
         # write timing information for all ports
         for port in self.all_ports:
diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 44db3f9b..1644df5f 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -112,10 +112,10 @@ def parse_characterizer_csv(f, pages):
             LVS = row[col]
             col += 1
 
-            AREA = row[col]
+            ANALYTICAL_MODEL = row[col]
             col += 1
 
-            ANALYTICAL_MODEL = row[col]
+            AREA = row[col]
             col += 1
 
             for sheet in pages:

From d533a8ae2684068edd9c55a9806087600d430151 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Fri, 15 Feb 2019 21:45:05 -0800
Subject: [PATCH 46/77] fixed logger typo

---
 compiler/debug.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/compiler/debug.py b/compiler/debug.py
index f25ff4b5..b7819bcc 100644
--- a/compiler/debug.py
+++ b/compiler/debug.py
@@ -16,7 +16,7 @@ def check(check, str):
          index) = inspect.getouterframes(inspect.currentframe())[1]
         sys.stderr.write("ERROR: file {0}: line {1}: {2}\n".format(
             os.path.basename(filename), line_number, str))
-        logger.log("ERROR: file {0}: line {1}: {2}\n".format(
+        log("ERROR: file {0}: line {1}: {2}\n".format(
             os.path.basename(filename), line_number, str))
 
         assert 0
@@ -27,7 +27,7 @@ def error(str, return_value=0):
      index) = inspect.getouterframes(inspect.currentframe())[1]
     sys.stderr.write("ERROR: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
-    logger.log("ERROR: file {0}: line {1}: {2}\n".format(
+    log("ERROR: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
 
     assert return_value == 0
@@ -38,7 +38,7 @@ def warning(str):
      index) = inspect.getouterframes(inspect.currentframe())[1]
     sys.stderr.write("WARNING: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
-    logger.log("WARNING: file {0}: line {1}: {2}\n".format(
+    log("WARNING: file {0}: line {1}: {2}\n".format(
         os.path.basename(filename), line_number, str))
 
 
@@ -48,7 +48,7 @@ def print_raw(str):
 
 
 def log(str):
-    if  globals.OPTS.output_name != '':
+    if globals.OPTS.output_name != '':
         if log.create_file:
             compile_log = open(globals.OPTS.output_path +
                                globals.OPTS.output_name + '.log', "w+")

From 39bcdc8a584b4fad1eb41c9cbf617c0fe5af34e4 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Sun, 17 Feb 2019 10:35:56 -0800
Subject: [PATCH 47/77] Remove outdated docs. Add Docker info to README.md

---
 README.md                                   |   13 +
 docs/Makefile                               |    6 -
 docs/control.tex                            |    4 -
 docs/debug.tex                              |   49 -
 docs/figs/2t1_single_level_column_mux.pdf   |  Bin 33644 -> 0 bytes
 docs/figs/2t4decoder.pdf                    |  Bin 43903 -> 0 bytes
 docs/figs/4t16decoder.pdf                   |  Bin 134359 -> 0 bytes
 docs/figs/4t1_single_level_column_mux.pdf   |  Bin 52409 -> 0 bytes
 docs/figs/Col_mux.svg                       | 1401 ------
 docs/figs/Logic Diagram.svg                 |  747 ---
 docs/figs/ZBT.pdf                           |  Bin 41365 -> 0 bytes
 docs/figs/bank.pdf                          |  Bin 76490 -> 0 bytes
 docs/figs/bank2.pdf                         |  Bin 34726 -> 0 bytes
 docs/figs/bank4.pdf                         |  Bin 47186 -> 0 bytes
 docs/figs/cell_6t_schem.pdf                 |  Bin 16855 -> 0 bytes
 docs/figs/cell_6t_schem.svg                 |  522 ---
 docs/figs/class_hierarchy.dot               |   10 -
 docs/figs/class_hierarchy.pdf               |  Bin 15244 -> 0 bytes
 docs/figs/class_hierarchy.sh                |    2 -
 docs/figs/column_tree_mux.pdf               |  Bin 11716 -> 0 bytes
 docs/figs/column_tree_mux.svg               |  665 ---
 docs/figs/control_logic.pdf                 |  Bin 90757 -> 0 bytes
 docs/figs/gds_file.pdf                      |  Bin 13795 -> 0 bytes
 docs/figs/layout_view_1024_16_annotated.eps | 4512 -------------------
 docs/figs/layout_view_1024_16_annotated.pdf |  Bin 98968 -> 0 bytes
 docs/figs/methodology.eps                   |  866 ----
 docs/figs/methodology.pdf                   |  Bin 14709 -> 0 bytes
 docs/figs/methodology.svg                   | 1053 -----
 docs/figs/ms_flop_schem.pdf                 |  Bin 39479 -> 0 bytes
 docs/figs/ms_flop_schem.svg                 | 1562 -------
 docs/figs/nand_decoder_schem.pdf            |  Bin 49650 -> 0 bytes
 docs/figs/nand_decoder_schem.svg            |  909 ----
 docs/figs/nor2.pdf                          |  Bin 34601 -> 0 bytes
 docs/figs/overall_flow.pdf                  |  Bin 35879 -> 0 bytes
 docs/figs/overview.dia                      |  Bin 5079 -> 0 bytes
 docs/figs/overview.png                      |  Bin 43911 -> 0 bytes
 docs/figs/pinv.pdf                          |  Bin 103664 -> 0 bytes
 docs/figs/precharge_schem.pdf               |  Bin 6765 -> 0 bytes
 docs/figs/precharge_schem.svg               |  311 --
 docs/figs/ptx.pdf                           |  Bin 75391 -> 0 bytes
 docs/figs/ptx.svg                           | 1557 -------
 docs/figs/replica_bitline.pdf               |  Bin 60217 -> 0 bytes
 docs/figs/replica_cell.pdf                  |  Bin 20121 -> 0 bytes
 docs/figs/sense_amp_schem.pdf               |  Bin 14383 -> 0 bytes
 docs/figs/sense_amp_schem.svg               |  113 -
 docs/figs/sram_architecture.svg             |  679 ---
 docs/figs/sram_overview.eps                 | 3128 -------------
 docs/figs/sram_overview.pdf                 |  Bin 21232 -> 0 bytes
 docs/figs/sram_overview.svg                 |  760 ----
 docs/figs/timing_read.pdf                   |  Bin 9066 -> 0 bytes
 docs/figs/timing_read.svg                   |  633 ---
 docs/figs/timing_write.pdf                  |  Bin 13163 -> 0 bytes
 docs/figs/timing_write.svg                  |  811 ----
 docs/figs/tree_column_mux_schem.pdf         |  Bin 48611 -> 0 bytes
 docs/figs/wordline_driver.pdf               |  Bin 45907 -> 0 bytes
 docs/figs/write_driver_schem.pdf            |  Bin 7324 -> 0 bytes
 docs/figs/write_driver_schem.svg            |  643 ---
 docs/figs/xsram_block.svg                   |  199 -
 docs/gdsmill.tex                            |   33 -
 docs/implementation.tex                     |  389 --
 docs/intro.tex                              |  272 --
 docs/modules.tex                            |  601 ---
 docs/openram_manual.pdf                     |  Bin 1260616 -> 0 bytes
 docs/openram_manual.tex                     |  108 -
 docs/overview.tex                           |   90 -
 docs/parameterized.tex                      |  258 --
 docs/porting.tex                            |   47 -
 docs/timing.tex                             |  230 -
 docs/unittests.tex                          |  100 -
 69 files changed, 13 insertions(+), 23270 deletions(-)
 delete mode 100644 docs/Makefile
 delete mode 100644 docs/control.tex
 delete mode 100644 docs/debug.tex
 delete mode 100644 docs/figs/2t1_single_level_column_mux.pdf
 delete mode 100644 docs/figs/2t4decoder.pdf
 delete mode 100644 docs/figs/4t16decoder.pdf
 delete mode 100644 docs/figs/4t1_single_level_column_mux.pdf
 delete mode 100644 docs/figs/Col_mux.svg
 delete mode 100644 docs/figs/Logic Diagram.svg
 delete mode 100644 docs/figs/ZBT.pdf
 delete mode 100644 docs/figs/bank.pdf
 delete mode 100644 docs/figs/bank2.pdf
 delete mode 100644 docs/figs/bank4.pdf
 delete mode 100644 docs/figs/cell_6t_schem.pdf
 delete mode 100644 docs/figs/cell_6t_schem.svg
 delete mode 100644 docs/figs/class_hierarchy.dot
 delete mode 100644 docs/figs/class_hierarchy.pdf
 delete mode 100644 docs/figs/class_hierarchy.sh
 delete mode 100644 docs/figs/column_tree_mux.pdf
 delete mode 100644 docs/figs/column_tree_mux.svg
 delete mode 100644 docs/figs/control_logic.pdf
 delete mode 100644 docs/figs/gds_file.pdf
 delete mode 100644 docs/figs/layout_view_1024_16_annotated.eps
 delete mode 100644 docs/figs/layout_view_1024_16_annotated.pdf
 delete mode 100644 docs/figs/methodology.eps
 delete mode 100644 docs/figs/methodology.pdf
 delete mode 100644 docs/figs/methodology.svg
 delete mode 100644 docs/figs/ms_flop_schem.pdf
 delete mode 100644 docs/figs/ms_flop_schem.svg
 delete mode 100644 docs/figs/nand_decoder_schem.pdf
 delete mode 100644 docs/figs/nand_decoder_schem.svg
 delete mode 100644 docs/figs/nor2.pdf
 delete mode 100644 docs/figs/overall_flow.pdf
 delete mode 100644 docs/figs/overview.dia
 delete mode 100644 docs/figs/overview.png
 delete mode 100644 docs/figs/pinv.pdf
 delete mode 100644 docs/figs/precharge_schem.pdf
 delete mode 100644 docs/figs/precharge_schem.svg
 delete mode 100644 docs/figs/ptx.pdf
 delete mode 100644 docs/figs/ptx.svg
 delete mode 100644 docs/figs/replica_bitline.pdf
 delete mode 100644 docs/figs/replica_cell.pdf
 delete mode 100644 docs/figs/sense_amp_schem.pdf
 delete mode 100644 docs/figs/sense_amp_schem.svg
 delete mode 100644 docs/figs/sram_architecture.svg
 delete mode 100644 docs/figs/sram_overview.eps
 delete mode 100644 docs/figs/sram_overview.pdf
 delete mode 100644 docs/figs/sram_overview.svg
 delete mode 100644 docs/figs/timing_read.pdf
 delete mode 100644 docs/figs/timing_read.svg
 delete mode 100644 docs/figs/timing_write.pdf
 delete mode 100644 docs/figs/timing_write.svg
 delete mode 100644 docs/figs/tree_column_mux_schem.pdf
 delete mode 100644 docs/figs/wordline_driver.pdf
 delete mode 100644 docs/figs/write_driver_schem.pdf
 delete mode 100644 docs/figs/write_driver_schem.svg
 delete mode 100644 docs/figs/xsram_block.svg
 delete mode 100644 docs/gdsmill.tex
 delete mode 100644 docs/implementation.tex
 delete mode 100644 docs/intro.tex
 delete mode 100644 docs/modules.tex
 delete mode 100644 docs/openram_manual.pdf
 delete mode 100644 docs/openram_manual.tex
 delete mode 100644 docs/overview.tex
 delete mode 100644 docs/parameterized.tex
 delete mode 100644 docs/porting.tex
 delete mode 100644 docs/timing.tex
 delete mode 100644 docs/unittests.tex

diff --git a/README.md b/README.md
index 2141c480..aa5a1705 100644
--- a/README.md
+++ b/README.md
@@ -27,6 +27,17 @@ predictive and fabricable technologies.
 
 # Basic Setup
 
+## Docker Image
+
+We have a pre-configured Ubuntu [Docker](https://www.docker.com/) image
+available that has all tools installed for the [SCMOS] process. It is
+available at [docker hub](https://hub.docker.com/r/vlsida/openram-ubuntu).
+Please see 
+[our README.md](https://github.com/VLSIDA/openram-docker-images/blob/master/README.md)
+for information on how to use this docker image.
+
+## Dependencies
+
 The OpenRAM compiler has very few dependencies:
 + [Ngspice] 26 (or later) or HSpice I-2013.12-1 (or later) or CustomSim 2017 (or later)
 + Python 3.5 or higher
@@ -40,6 +51,8 @@ You must set two environment variables:
 + OPENRAM\_HOME should point to the compiler source directory. 
 + OPENERAM\_TECH should point to a root technology directory.
 
+## Environment
+
 For example add this to your .bashrc:
 
 ```
diff --git a/docs/Makefile b/docs/Makefile
deleted file mode 100644
index b0d853fa..00000000
--- a/docs/Makefile
+++ /dev/null
@@ -1,6 +0,0 @@
-all: openram_manual.tex 
-	pdflatex openram_manual
-bib:
-	bibtex openram_manual
-clean:
-	rm -f openram_manual.pdf *.aux *.bbl *.blq *.dvi *.log *.lot *.toc *.lof *.blg
diff --git a/docs/control.tex b/docs/control.tex
deleted file mode 100644
index 472461d1..00000000
--- a/docs/control.tex
+++ /dev/null
@@ -1,4 +0,0 @@
-\section{Internal Control Signals}
-\label{sec:control}
-
-This section not needed... All information is in Section~\ref{sec:timing} (Timing).
diff --git a/docs/debug.tex b/docs/debug.tex
deleted file mode 100644
index 98bab10d..00000000
--- a/docs/debug.tex
+++ /dev/null
@@ -1,49 +0,0 @@
-\section{Debug Framework}
-\label{sec:debug}
-
-All output in OpenRAM should use the shared debug framework. This is
-still under development but is in a usable state. It is going to be
-replaced with the Python Logging framework which is quite simple.
-
-All of the debug framework is contained in debug.py and is based
-around the concept of a ``debug level'' which is a single global
-variable in this file. This level is, by default, 0 which will output
-normal minimal output. The general guidelines for debug output are:
-\begin{itemize}
-\item 0 Normal output
-\item 1 Verbose output
-\item 2 Detailed output
-\item 3+ Excessively detailed output
-\end{itemize}
-
-The debug level can be adjusted on the command line when arguments are parsed using the ``-v'' flag. Adding more ``-v'' flags will increase the debug level as in the following examples:
-\begin{verbatim}
-python tests/01_library_drc_test.py -vv
-python openram.py 4 16 -v -v
-\end{verbatim}
-which each put the program in debug level 2 (detailed output).
-
-Since every module may output a lot of information in the higher debug
-levels, the output format is standardized to allow easy searching via
-grep or other command-line tools. The standard output formatting is
-used through three interface functions: 
-\begin{itemize}
-\item debug.info(int, msg)
-\item debug.warning(msg)
-\item debug.error(msg)
-\end{itemize}
-The msg string in each case can be any string format including data or
-other useful debug information. The string should also contain
-information to make it human understandable. {\bf It should not just be
-  a number!} The warning and error messages are independent of debug
-levels while the info message will only print the message if the
-current debug level is above the parameter value.
-
-The output format of the debug info messages are:
-\begin{verbatim}
-[ module ]:  msg
-\end{verbatim}
-where module is the calling module name and msg is the string
-provided. This enables a grep command to get the relevant lines.  The
-warning and error messages include the file name and line number of
-the warning/error.
diff --git a/docs/figs/2t1_single_level_column_mux.pdf b/docs/figs/2t1_single_level_column_mux.pdf
deleted file mode 100644
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diff --git a/docs/figs/2t4decoder.pdf b/docs/figs/2t4decoder.pdf
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diff --git a/docs/figs/4t16decoder.pdf b/docs/figs/4t16decoder.pdf
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diff --git a/docs/figs/4t1_single_level_column_mux.pdf b/docs/figs/4t1_single_level_column_mux.pdf
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diff --git a/docs/figs/bank4.pdf b/docs/figs/bank4.pdf
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diff --git a/docs/figs/class_hierarchy.dot b/docs/figs/class_hierarchy.dot
deleted file mode 100644
index 00337aec..00000000
--- a/docs/figs/class_hierarchy.dot
+++ /dev/null
@@ -1,10 +0,0 @@
-digraph G {
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-  design [shape=record, label="design\nDRC_LVS()"];
-  hierarchy_layout [shape=record, label="layout\n"];
-  hierarchy_spice [shape=record, label="spice\n"];
-
-  module -> design
-  design -> hierarchy_layout;
-  design -> hierarchy_spice;
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diff --git a/docs/figs/class_hierarchy.pdf b/docs/figs/class_hierarchy.pdf
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diff --git a/docs/figs/class_hierarchy.sh b/docs/figs/class_hierarchy.sh
deleted file mode 100644
index 86302860..00000000
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+++ /dev/null
@@ -1,2 +0,0 @@
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diff --git a/docs/figs/column_tree_mux.pdf b/docs/figs/column_tree_mux.pdf
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diff --git a/docs/figs/gds_file.pdf b/docs/figs/gds_file.pdf
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diff --git a/docs/figs/layout_view_1024_16_annotated.pdf b/docs/figs/layout_view_1024_16_annotated.pdf
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diff --git a/docs/figs/methodology.pdf b/docs/figs/methodology.pdf
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diff --git a/docs/figs/precharge_schem.pdf b/docs/figs/precharge_schem.pdf
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diff --git a/docs/figs/sense_amp_schem.pdf b/docs/figs/sense_amp_schem.pdf
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-%%Trailer
-count op_count sub {pop} repeat
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-%%EOF
diff --git a/docs/figs/sram_overview.pdf b/docs/figs/sram_overview.pdf
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diff --git a/docs/gdsmill.tex b/docs/gdsmill.tex
deleted file mode 100644
index 32cf68dd..00000000
--- a/docs/gdsmill.tex
+++ /dev/null
@@ -1,33 +0,0 @@
-\section*{GDSMill}
-\label{sec:gdsMill_permission}
-
-OpenRAM uses gdsMill, a GDS library written by Michael Wieckowski at
-the University of Michigan. Michael gave us complete permission to use
-the code. Since then, we have made several bug and performance
-enhancements to gdsMill. In addition, gdsMill is no longer available
-on the web, so we distribute it along with OpenRAM.
-
-
-\begin{verbatim}
-From: Michael Wieckowski <wieckows@umich.edu>
-Date: Thu, Oct 14, 2010 at 12:49 PM
-Subject: Re: GDS Mill
-To: Matthew Guthaus <mrg@soe.ucsc.edu>
-
-Hi Matt,
-
-Feel free to use / modify / distribute the code as you like.
-
--Mike
-
-On Oct 14, 2010, at 3:07 PM, Matthew Guthaus wrote:
-> Hi Michael (& Dennis),
->
-> A student and I were looking at your GDS tools, but 
-> we noticed that there is no license. What is the license?
->
-> Thanks,
->
-> Matt
-
-\end{verbatim}
diff --git a/docs/implementation.tex b/docs/implementation.tex
deleted file mode 100644
index 187bcd48..00000000
--- a/docs/implementation.tex
+++ /dev/null
@@ -1,389 +0,0 @@
-\section{Software Implementation}
-\label{sec:implementation}
-
-OpenRAM is implemented using object-oriented data structures in the
-Python programming language. The top-level executable is
-\verb|openram.py| which parses input arguments, creates the memory and
-saves the output.
-
-
-\subsection{Design Hierarchy}
-\label{sec:design}
-
-All modules in OpenRAM are derived from the \verb|design| class in
-\verb|design.py|. The design class is a data structure that consists
-of a spice netlist, a layout, and a name. The spice netlist
-capabilities are inherited from the \verb|hierarchy_spice| class while
-the layout capabilities are inherited from the \verb|hierarchy_layout|
-class.  The only additional function in design.py is \verb|DRC_LVS()|,
-which performs a DRC/LVS check on the module.
-
-
-\begin{figure}[htb]
-\centering
-\includegraphics[width=10cm]{./figs/class_hierarchy.pdf}
-\caption{Class hierarchy}
-\label{fig:class_hierarchy}
-\end{figure}
-
-\subsubsection{Spice Hierarchy}
-
-The spice hierarchy is stored in the \verb|spice| class in
-\verb|hierarchy_spice.py|.  When the design class is initialized for a
-module, a data structure for the spice hierarchy is created.  The
-spice data stucture name becomes the name of the top-level subcircuit
-definition for the module.  The list of pins for the module are added
-to the subcircuit definition by using the \verb|add_pin()| function.
-The \verb|add_mod()| function adds an instance of a
-module/library\_cell/parameterized\_cell as a subcircuit to the
-top-level structure.  Each time a sub-module has been added to the
-hierarchy, the pins of the sub-module must be connected using the
-\verb|connect_pins()| function.  It is important to note that the pins
-must be listed in the same order as they were added to the submodule.
-Also, an assertion error will occur if there is a mismatch in the
-number of net connections.  The \verb|spice| class also contains
-functions for reading or writing spice files:
-\begin{itemize}
-\item \verb|sp_read():| this function is used to read in spice
-  netlists and parse the inputs defined by the ``subckt'' definition.
-\item \verb|sp_write():| this function creates an empty spice file in
-  write mode and calls \verb|sp_write_file()|.
-\item \verb|sp_write_file():| this function recursively writes the
-  modules and sub-modules from the data structure into the spice file
-  created by \verb|sp_write()|.
-\end{itemize}
-
-\subsubsection{Layout Hierarchy}
-
-The layout hierarchy is stroed in the \verb|layout| class in
-\verb|hierarchy_layout.py|.  When the design class is initialized for
-a module, a data structure for the layout hierarchy is created.  The
-layout data structure has two main components: a structure for the
-instances of sub-modules contained in the layout, and a structure for
-the objects (such as shapes, labels, etc...) contained in the layout.
-The functions included in the \verb|layout| class are:
-\begin{itemize}
-\item \verb|def add_inst(self,name,mod,offset,mirror):| adds an
-  instance of a physical layout (library cell, module, or
-  parameterized cell) to the module. The input parameters are :
-  \begin{description}
-  \item[name] - name for the instance.
-  \item[mod] - the associated spice module.
-  \item[offset] - the x-y coordinates, in microns, where the instance
-    should be placed in the layout.
-  \item[mirror] - mirror or rotate the instance before it is added to
-    the layout.  Accepted values for mirror are:
-    \verb|"R0", "R90", "R180", "R270"|  $^\ast$Currently, only ``R0'' works.\\
-    \verb|"MX" or "x", "MY" or "y", "XY" or "xy"| (``xy'' is
-    equivalent to ``R180'')
-  \end{description}
-\item \verb|add_rect(self,layerNumber,offset,width,height):| adds a
-  rectangle to the module's layout. The inputs are:
-  \begin{description}
-  \item[layernumber] - the layer that the rectangle is to be drawn in.
-  \item[offset] - the x-y coordinates, in microns, where the
-    rectangle's origin will be placed in the layout.
-  \item[width] - the width of the rectangle, can be positive or
-    negative value.
-  \item[height] - the height of the rectangle, can be positive or
-    negative value.
-  \end{description}
-\item \verb|add_label(self,text,layerNumber,offset,zoom):| adds a
-  label to the layout. The inputs are:
-  \begin{description}
-  \item[text] - the text for the label
-  \item[layernumber] - the layer that the label is to be drawn in .
-  \item[offset] - the x-y coordinates, in microns, where the label
-    will be placed in the layout.
-  \item[zoom] - magnification of the label (ex: ``1e9'').
-  \end{description}
-\item \verb|add_path(self,layerNumber,coordinates,width):| this
-  function is under construction...
-\item \verb|gds_read():| reads in a GDSII file and creates a
-  \verb|VlsiLayout()| class for it.
-\item \verb|gds_write():| writes the entire GDS of the object to a
-  file by gdsMill \verb|vlsiLayout()| class and calling the
-  \verb|gds2writer()| (see Sections~\ref{sec:vlsilayout}
-  and~\ref{sec:gdsmill}.
-\item \verb|gds_write_file():| recursively the instances and objects
-  in layout data structure to the gds file.
-\item \verb|pdf_write():| this function is under construction...
-\end{itemize}
-
-
-\subsection{Creating a New Design Module}
-\label{sec:new_design}
-
-Each module in the SRAM is its own Python class, which contains a
-design class, or data structure, for the layout and spice.  The
-\verb|design| class (\verb|design.py|) is initialized within the
-module class, subsequently creating separate data structurse to hold
-the layout (\verb|hierarchy_layout|) and spice
-(\verb|hierarchy_spice|) information.  By having a class for each
-module, it is very easy to instatiate instances of the modules in any
-level of the hierarchy.  Follow these guidelines when creating a new
-module:
-
-
-\begin{itemize}
-\item Derive your class from the design module:
-\begin{verbatim}
-class bitcell_array(design.design):
-\end{verbatim}
-\item Always use the python constructor \verb|__init__| method so that
-  your class is initialized when an object of the module is
-  instatiated. The module parameters should also be declared:
-\begin{verbatim}
-def __init__(self, cols, rows): 
-\end{verbatim}
-\item In the constructor, call the base class constructor with the
-  name such as:
-\begin{verbatim}
-design.design.__init__(self,"bitcell_array")
-\end{verbatim}
-\item Add the pins that will be used in the spice netlist for your
-  module using the \verb|add_pin()| function from the
-  \verb|hierarchy_spice| class.
-\begin{verbatim}
-self.add_pin("vdd")
-\end{verbatim}
-\item Create an instance of the module/library\_cell/parameterized
-  cell that you want to add to your module:
-\begin{verbatim}
-cell=bitcell.bitcell(cell_6t)
-\end{verbatim}
-\item Add the subckt/submodule instance to the spice hierarchy using
-  the \verb|add_mod()| function from the \verb|hierarchy_spice| class:
-\begin{verbatim}
-self.add_mod(cell)
-\end{verbatim}
-\item Add layout instance into your module's layout hierarchy using
-  the \verb|add_instance|() function, which takes a name, mod, offset,
-  and mirror as inputs:
-\begin{verbatim}
-self.add_inst(name=name,mod=cell,offset=[x_off,y_off],mirror=x)
-\end{verbatim}
-\item Connect the pins of the instance that was just added by using
-  the \verb|connect_pins| function from the \verb|hierarchy_spice|
-  class:
-\begin{verbatim}
-self.connect_inst([BL[%d]%col, BR[%d]%col, WL[%d]%row, gnd, vdd]).  
-\end{verbatim}	
-  The pins must be listed in the same order as they were added to the
-  submodule.  Also, an assertion error will occur if there is a
-  mismatch in the number of net connections.
-\item Do whatever else needs to be done. Add rectangles for
-  power/ground rails or routing, add labels, etc...
-\item Every module needs to have ``self'' height and width variable
-  that can be accessed from outside of the module class.  These
-  paramaters are commonly used for placing instances modules in a
-  layout.  For library cells, the \verb|self.width| and
-  \verb|self.height| variables are automatically parsed from the GDSII
-  layout using the \verb|cell_size()| function in \verb|vlsi_layout|.
-  Users must define the width and height of dynamically generated
-  designs.
-\item Add a call to the \verb|DRC_LVS()| function.
-\end{itemize}
-
-\subsection{GDSII Files and GdsMill)}
-\label{sec:gds}
-
-GDSII is the standard file used in indusrty to store the layout
-information of an integrated circuit. The GDSII file is a stream file
-that consists of records and data types that hold the data for the
-various instances, shapes, labels, etc.. in the layout. In OpenRAM, we
-utlize a nifty tool, called gdsMill, to read, write, and manipulate
-GDSII files.  GdsMill was developed by Michael Wieckowski at the
-University of Michigan.
-
-\subsubsection{GDSII File Format}
-\label{sec:format}
-
-The format of gds file contains several parts, as it could be shown in
-Figure~\ref{fig:gds_file}.
-
-\begin{figure}[htb]
-\centering
-\includegraphics[width=10cm]{./figs/gds_file}
-\caption{example of a GDSII file}
-\label{fig:gds_file}
-\end{figure}
-
-The first part is the gds file header, which the contains GDSII
-version number, date modified, date last accessed, library, user
-units, and database units.
-
-The second part is the list of structures.  These structures contain
-geometries or references to other structures of the layout in
-heirarchical form.  Within a structure there are several kinds of
-records:
-
-\begin{itemize}
-\item Rectangle - basic geometry unit in a design, represent one layer
-  of material in a circuit(i.e. a metal pin). Five coordinates and
-  layer number are stored in rectangle record.
-\item Structure Reference - a structure that is used in this
-  structure. The information about this reference will be used store
-  as a structure in the same gds file.
-\item Text - a text record used for labels.
-\item Path - used to represent a wire.
-\item Boundary - defines a filled polygon.
-\item Array Reference - specifies an array of structure instances
-\item Node - Electrical nets may be specified with the NODE record
-\end{itemize}
-
-The last part is the tail of the GDSII file which ends the GDS
-Library.
-
-\fixme{Provide a link to the complete GDSII specification.}
-
-\subsubsection{GdsMill}
-\label{sec:gdsmill}
-
-As previously stated, GdsMill is a set of scripts that can be used to read, write, and manipulate GDSII files. 
-
-\paragraph{The gds2\_reader and gds2\_writer:}
-
-In GdsMill, the \verb|gds2_reader| and \verb|gds2_writer| classes contain the various functions used to convert data between GDSII files and the \verb|vlsilayout| class. These classes process the data by iterating through every record in the GDS structures and check or write every data record. The record type (see Section~\ref{sec:format}),is tracked and identified using flags.
-
-\fixme{Do we need more information of these classes, or should we just point to the GdsMill documentation?}
-
-\paragraph{The VlsiLayout Class:}
-\label{sec:vlsilayout}
-
-After the \verb|gds2_reader| class reads in the records, the data has to be stored in a
-way that can be easily used by our code. Thus, the
-\verb|VlsiLayout| class is made to represent the layout.
-\verb|VlsiLayout| contains the same information as GDSII file but in a
-different way. \verb|VlsiLayout| stores records in data structures, which
-are defined in \verb|gdsPrimitives.py|.  Each record type has a corresponding class defined in \verb|gdsPrimitives|.  Thus, a vlsilayout should at least
-contains following member data:
-\begin{itemize}
-\item \verb|self.rootStructureName| - name of the top design.
-\item \verb|self.structures| -list of structure that are used in the class. 
-\item \verb|self.xyTree| - contains a list of all structure names that appeared in the design. 
-\end{itemize}
-
-The \verb|VlsiLayout| class also contains many functions for adding
-structures and records to a layout class, but the important and most
-useful functions have been aggregated into a wrapper file.  This
-wrapper is called \verb|geometry.py| and is located in the
-\verb|compiler| directory.
-
-\subsubsection{OpenRAM-GdsMill Interface}
-\label{sec:wrapper}
-
-Dynamically generated cells and arrays each need to build a
-\verb|VlsiLayout| data structure to represent the hierarchical layout.
-This is performed using various functions from the \verb|VlsiLayout|
-class in GdsMill, but the GdsMill file is very large and can be
-difficult to understand.  To make things easier, OpenRAM has its own
-wrapper class called \verb|geometry| in \verb|geometry.py|.  This
-wrapper class initializes data structures for the
-instances and objects that will be added to the \verb|VlsiLayout|
-class.  The functions \verb|add_inst()|, \verb|add_rect()|,
-\verb|add_label()| in \verb|hierarchy_layout|, add the structures to
-the \verb|geometry| class, which is then written out to a GDSII file
-using \verb|VlsiLayout| and the \verb|gds2_writer|.
-
-User included library cells, which should be in gds files, can be used
-as dynamically generated cells by using GDSMill.
-Cell information such as cell size and pin location can be obtained by using
-built in functions in the \verb|VlsiLayout| class.
-
-Cell size can be finded by using the \verb|readLayoutBorder| function of the \verb|VlsiLayout| class.
-A boundary layer should be drawn in each library cell to indicate the cell area.
-The \verb|readLayoutBorder| function will return the width and height of the boundary.
-If a boundary layer do not exist in the layout, then \verb|measureSize| can find the physical 
-size cell.
-The first method is used as primary method in \verb|auto_Measure_libcell| the lib\_utility.py,
-while the second method is used as a back up one.
-Each technolgy setup will import this utility function and read the library cell.
-
-Pin location can be find by using the \verb|readPin| function of the \verb|VlsiLayout| class.
-The \verb|readPin| function will return the biggest boundary which covers the label and 
-is at the same layer as the label is.
-
-
-\subsection{Technology Directory}
-\label{sec:techdir}
-
-The aim of creating technology directory is to make OpenRAM portable
-to different technologies. This directory contains all the information
-related to the specific process/technology that is being used.  In
-OpenRAM, the default technology is FreePDK45, which has it own
-technolony directory in the trunk.  The technology-specific directory
-should consist of the following:
-\begin{itemize}
-\item Technology Setup FIle - In \verb|/techdir/setup_scripts|, there
-  should be a Python file that sets up the PDK and defines anything
-  necessary for a given technology. This file should be named
-  \verb|setup_openram_<techname>.py| where techname is the name used
-  to identify it in configuration scripts.
-\item Technology-Specific Parameters - These parameters should include
-  layer numbers and any design rules that may be needed for generating
-  dynamic designs (DRC rules). The parameters should be added in
-  \verb|techname/tech/tech.py| and optinally in a \verb|techname/layer.map| for
-  DRC/LVS streaming. 
-\item Library Cells - The library cells and corresponding spice
-  netlists should be added to the \verb|techname/gds_lib| and
-  \verb|techname/sp_lib| directories.
-\item Spice Models - If models are not supplied in the PDK, they can be
-  placed in the technology directory as done in SCMOS.
-\end{itemize}
-
-The height and width of library cells is determined by the bounding
-box of all geometries. Sometimes this is not desired, for example,
-when a rail must be shared. In this case, the boundary layer in the
-technology file is used to define the height and width of the cell.
-
-Pins are recognized in library cells by the largest rectangle that
-encloses the pin label text. Multiple pins with the same name are
-supported.  Pins with the same name such as gnd are assumed to be
-``must connect'' which requires that they later be connected.
-
-For more information regarding the technology directory and how to set
-one up for a new technology, refer to Section~\ref{sec:porting}
-
-\subsection{DRC/LVS Interface}
-\label{sec:drclvs}
-
-Each design class contains a function \verb|DRC_LVS()| that performs both
-DRC and LVS on the current design module. This enables bottom-up
-correct-by-construction design and easy identification of where errors
-occur. It does incur some run-time overhead and can be disabled on
-the command line. The \verb|DRC_LVS()| function saves a GDSII file and a Spice
-file into a temporary directory and then calls two functions to
-perform DRC and LVS that are tool-dependent.
-
-Wrapper implementation for DRC and LVS functions are provided for the
-open-source tools Magic+Netgen and the commercial tool, Cadence
-Calibre.  Each of these functions generates a batch-mode script or runset
-file which contains the options to correctly run DRC and LVS. The
-functions then parse the batch mode output for any potential errors
-and returns the number of errors encountered.
-
-The function \verb|run_drc()| requires a cell name and a GDSII
-file. The cell name corresponds to the top level cell in the GDSII
-file. For Calibre, it also uses the layer map file for the technology
-to correctly import the GDSII file into the Cadence database to
-perform DRC. The function returns the number of DRC violations.
-
-The function \verb|run_lvs()| requires a cell name, a GDSII file, and
-a Spice file. Magic or Calibre will extract an extracted Spice netlist
-from the GDSII file and will then compare this netlist with the
-OpenRAM Spice netlist. The function returns the number of errors
-encountered if there is an LVS mismatch.
-
-
-For both DRC and LVS, the summary file and other report files are left
-in the OpenRAM temporary directory after DRC/LVS is run. These report
-files can be examined to further understand why errors were
-encountered. In addition, by increasing the debug level with one or
-more ``-v'' command-line parametres, the command to re-create the
-DRC/LVS check can be obtained and run manually.
-
-
-
-
-
diff --git a/docs/intro.tex b/docs/intro.tex
deleted file mode 100644
index a83065b9..00000000
--- a/docs/intro.tex
+++ /dev/null
@@ -1,272 +0,0 @@
-\section{Introduction}
-\label{sec:intro}
-
-The OpenRAM project aims to provide a free, open-source memory
-compiler development framework for Random-Access Memories (RAMs).
-Most academic Integrated Circuit (IC) design methodologies are
-inhibited by the availability of memories.  Many standard-cell process
-design kits (PDKs) are available from foundries and vendors, but these
-PDKs do not come with memory arrays or compilers. Some PDKs have
-options to request ``black box'' memory models, but these are not
-modifiable, have limited available configurations, and do not have
-full details available to academics. These restrictions make
-comparison and experimentation with real memory systems impossible.
-OpenRAM, however, is user-modifiable and portable through
-technology libraries to enable experimentation with real-world
-memories at a variety of performance points and costs.
-
-The specific features of OpenRAM are:
-\begin{itemize}
-
-\item \textbf{Memory Array Generation} 
-
-  Currently, OpenRAM includes features such as automatic word-line
-  driver sizing, efficient decoder sizing, multiple-word column
-  support, and self-timing with replica bitlines.
-
-\item \textbf{Portability and Extensibility} 
-
-  OpenRAM is a Python program. Python enables portability to numerous
-  platforms and enables the program to be extended by anyone. In
-  general, it works on Linux, MacOS, and Windows platforms.
-
-  User-readable technology files enable migration to a variety of
-  process technologies. Currently, an implementation in a
-  non-fabricale 45nm technology (FreePDK45) is provided and the MOSIS
-  Scalable CMOS (SCN3ME\_SUBM.30) is provided. The compiler has also
-  been extended to several technologies. We hope to work with vendors
-  to distribute the technology information of others commercial
-  technologies soon.
-
-  OpenRAM makes calls to both open-source or commercial circuit
-  simulators and DRC/LVS tools in an abstracted way for circuit
-  simulation and verification. This enables adaptation to other design
-  methodologies. It supports a completely open-source
-  platform for older SCMOS technologies.
-
-\item \textbf{Timing and Power Characterization}
-
-  OpenRAM provides a basic framework for analysis of timing and power.
-  This includes both analytical estimates, un-annotated spice
-  simulations, or back-annotated simulations.  The timing and power
-  views are provided in the Liberty open format for use with the most
-  common logic synthesis and timing analysis tools.
-
-\item \textbf{Commercial Tool Independence and Interoperability}
-
-  To keep OpenRAM portable and maximize its usefulness, it it
-  independent from any specific commercial tool suite or
-  language. OpenRAM interfaces to both open-source (e.g., NGSpice) and
-  commercial circuit simulators through the standard Spice3 circuit
-  format. The physical layout is directly generated in the GDSII
-  layout stream format which can be imported into any academic or
-  commercial layout tools. We provide a Library Exchange Format (LEF)
-  file for interfacing with commercial Placement and Routing tools.
-  We provide a Verilog behavioral model for simulation.
-
-\item \textbf{Silicon Verification} 
-  TBD
-
-\end{itemize}
-
-\subsection{Requirements}
-
-Development is done on Ubuntu or MacOS systems with Python 2.7. It
-requires a few common Python libraries such as numpy, scipy (soon, for
-optimization) along with standard Python libraries (os, sys, etc.).
-
-
-\subsubsection{Timing Verification Tools}
-
-For peformance reasons, OpenRAM uses analytical delay models by
-default. If you wish to enable simulation-based timing
-characterization, you must enable this on the command line with the
-``-c'' command line argument.
-
-% Not complete yet
-%If you wish to perform back-annotated characterization, you must
-%further enable this with the ``-b'' command line argument.
-
-OpenRAM can use the following circuit simulators and possibly others
-if they support the Spice3 file format:
-\begin{itemize}
-  \item HSpice I-2013.12-1 or later
-  \item ngspice 26 \url{http://ngspice.sourceforge.net/}
-  \item CustomSim (xa) M-2017.03-SP5 or later
-\end{itemize}
-
-\subsubsection{Physical Verification Tools}
-
-By default, OpenRAM will perform DRC and LVS on each level of
-hierarchy.  To do this, you must have a valid DRC and LVS tool and the
-corresponding rule files for the technology.  OpenRAM can, however,
-run without DRC and LVS verification using the ``-n'' command line
-argument. It is not recommended to use this if you make any changes,
-however.
-
-DRC can be done with:
-\begin{itemize}
-\item Calibre 2012.3\_15.13 or later (SCMOS or FreePDK45)
-\item Magic \url{http://opencircuitdesign.com/magic/} (SCMOS only)
-\end{itemize}
-
-LVS can be done with:
-\begin{itemize}
-\item Calibre 2012.3\_15.13 or later (SCMOS or FreePDK45)
-\item Netgen \url{http://opencircuitdesign.com/netgen/} (SCMOS only)
-\end{itemize}
-
-\subsubsection{Technology Files}
-
-To work with FreePDK45, you must install the FreePDK baseline kit from:\\
-\url{https://www.eda.ncsu.edu/wiki/FreePDK45:Contents}
-
-We have included an example Calibre DRC deck for MOSIS SCMOS design
-rules, but DRC with Magic relies on the MOSIS scalable design
-rules:\\
-\url{https://www.mosis.com/files/scmos/scmos.pdf}.\\
-We require the format 32 or later to enable stacked vias which is
-included with Qflow:
-\begin{verbatim}
-git clone http://opencircuitdesign.com/qflow
-cp tech/osu050/SCN3ME_SUBM.30.tech <your magic tech lib>
-\end{verbatim}
-
-You can over-ride the location of the DRC and LVS rules with the
-DRCLVS\_HOME environment variable.
-
-\subsubsection{Spice Models}
-
-FreePDK45 comes with a spice device model. Once this is installed and
-the PDK\_DIR environment variable for FreePDK45 is set, these spice
-models are used.
-
-SCMOS, however, does not come with a device spice model. This must be
-obtained from MOSIS or another vendor. We use the ON Semiconductor
-0.5um device models, but are unable to distribute them. We have included our
-own generic spice models for simulation of SCMOS, but we recommend that
-you replace these with more accurate foundry models.
-
-You can over-ride the location of the spice models with the
-SPICE\_MODEL\_DIR environment variable to ensure that they do not
-``creep'' into the OpenRAM git repository.
-
-
-
-\subsection{Environment Variables}
-
-In order to make OpenRAM flexible, it uses two environment variables
-to make it relocatable in a variety of user scenarios. Specifically,
-the user may want technology directories that are separate from
-OpenRAM. Or, the user may want to have several versions of
-OpenRAM. This is done with the folowing required environment
-variables:
-\begin{itemize}
-\item OPENRAM\_HOME defines the location of the compiler source directory.
-\item OPENRAM\_TECH defines the location of the OpenRAM technology
-  files. This is discussed later in Section~\ref{sec:tech}.
-\end{itemize}
-
-Other environmental variables and additional required paths for
-specific technologies are dynamically added during runtime by sourcing
-a technology setup script. These are mostly PDK-specific. These are located in the
-"\$OPENRAM\_TECH/setup\_scripts" directory. Example scripts for SCMOS and
-FreePDK45 are included with the distribution. 
-
-
-%\subsection{Design Flow}
-
-%% % high-level org
-
-%% The memory compiler framework is divided into several modules: the
-%% compiler, the router, the characterizer, verify, and gdsMill.
-%% Figure~\ref{fig:methodology} shows an overview of the methodology. The
-%% compiler input is the memory organization with which it generates the
-%% logical and layout views.  The compiler then uses these views while
-%% calling the characterization tool to ensure functionality and measure
-%% timing/power.  The characterization tool indirectly calls a spice
-%% simulator for timing/power analysis.
-
-%% % front-end
-
-%% The ``front-end'' methodology can be run with no verification tools (spice, DRC, or LVS).
-%% only a spice simulator
-%% and will produce Spice models (eventually Verilog), layout/GDSII
-%% (eventually LEF), and a timing/power model based on estimated
-%% parasitics. It is intended that this mode be easily run on any
-%% platform so that designers and architects can get timing, power and
-%% area estimates quickly.
-
-%% % back-end
-
-%% The ``back-end'' methodology uses the spice netlist and detailed layout
-%% generated by the front-end to perform back-annotated characterization
-%% and generate annotated timing and power models. The back-end uses
-%% layout directly in the GDSII stream format which is supported in both
-%% commercial and academic back-end flows. The back-end mode is to be used
-%% prior to fabrication and by designers who want detailed timing/power
-%% values.  
-
-%% In both the front-end and back-end flows, the designs are Design Rule
-%% Checked (DRC) and Layout Verses Schematic (LVS) checked at each level
-%% of design hierarchy.
-
-\subsection{Usage}
-
-The OpenRAM compiler requires a single argument of a configuration
-file. The configuration file specifies, at a minimum, the memory size
-parameters in terms of the number of words, word size (in bits), and
-number of banks. By default, OpenRAM will chose the number of columns
-to make the memory reasonably square. Other common configuration
-parameters are the output path and base filename, characterization
-corners (including the supply voltage), number of ports, technology
-node, etc.
-
-The configuration file can be used to over-ride any option in the
-options.py file.  Many of these can also be controlled by the command-line
-which over-ride the configuration file.
-
-The one exception is the technology name. The technology name of a
-config file will over-ride a command-line option. The unit tests use
-the command line to read a configuration file, so it is a chicken and
-egg situation.
-
-Lastly, the configuration file can over-ride any of the different
-circuit implementations for each module. For example, you can replace
-the default address decoder or bitcell with a new one by specifying a
-new python module that implements a new one.
-
-An entire example configuration file looks like:
-\begin{verbatim}
-word_size = 16
-num_words = 32
-num_banks = 1
-
-tech_name = "freepdk45"
-
-output_path = "/tmp/outputdir"
-output_name = "mysram"
-
-bitcell = "custom_bitcell"
-\end{verbatim}
-In this example, the user has specified a custom bitcell that will be
-used when creating the bitcell\_array and other modules.
-
-OpenRAM has many command line arguments. Other useful command line arguments are:
-\begin{itemize}
-\item -h : To get help for the command-line options
-\item -v : To increase the verbosity (may be used multiple times)
-\end{itemize}
-
-\begin{figure}[tb]
-\centering
-\includegraphics[width=14cm]{./figs/methodology.pdf}
-\caption{Overall Compilation and Characterization Methodology
-\label{fig:methodology}}
-\end{figure}
-
-
-
-
-
-
diff --git a/docs/modules.tex b/docs/modules.tex
deleted file mode 100644
index a232cd1f..00000000
--- a/docs/modules.tex
+++ /dev/null
@@ -1,601 +0,0 @@
-\section{Modules}
-\label{sec:modules}
-
-This section provides an overview of the main modules that are used in
-an SRAM.  For each module, we will provide both an architectural
-description and an explanation of how that design is generated and
-used in OpenRAM.  The modules described below are provided in the
-first release of OpenRAM, but by no means is this an exhaustive list
-of the possible circuits that can be adapted into a SRAM architecture;
-refer to Section~\ref{sec:implementation} for more information on
-adding different module designs to the compiler.
-
-Data structures for schematic and layout are provided in the
-\verb|base| directory. These implement a generic design object and
-have many auxiliary functions for routing, pin access, placement,
-DRC/LVS, etc.  These are discussed further in
-Section~\ref{sec:implementation}.
-
-Each module has a corresponding Python class in the
-\verb|compiler/modules| directory.  These classes are used to generate
-both the GDSII layout and spice netlists. A module can consist of
-hard library cells (Section~\ref{sec:techdir}), paramterized
-cells (Section~\ref{sec:parameterized}) or other modules.
-
-When combining modules at any level of hierarchy, DRC rules for
-minimum spacing of metals, wells, etc. must be followed and DRC and
-LVS are run by default after each hierarchical module's creation. A
-module is responsible for creating its own pins to enable routing
-at the next level up in the hierarchy. A module must also define its
-height and width assuming a (0,0) offset for the lower-left coordinate
-to aid with placement.
-
-
-\subsection{The Bitcell and Bitcell Array}
-\label{sec:bitcellarray}
-
-OpenRAM can work with any cell as the bitcell. This could be a foundry
-created one or a user design rule cell for experiments.  In addition,
-it could be a common 6T cell or it could be replaced with an 8T, 10T
-or other cell, depending on needs.
-
-By default, OpenRAM uses a standard 6T cell as shown in 
-Figure~\ref{fig:6t_cell}.  The cross coupled inverters hold a single
-data bit that can either be driven into, or read from the cell by the
-bitlines.  The access transistors are used to isolate the cell from
-the bitlines so that data is not corrupted while a cell is not being
-accessed.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.9]{figs/cell_6t_schem.pdf}
-\caption{Standard 6T cell.}
-\label{fig:6t_cell}
-\end{figure}
-
-% tiling memory cells
-The 6T cells are tiled together in both the horizontal and vertical
-directions to make up the memory array.  
-
-% keeping it square
-It is common practice to keep the aspect ratio of a memory array
-roughly ``square'' to ensure that the bitlines and wordlines do not
-become too long. If the bitlines are too long, this can increase the
-bitline capacitance, slow down the operation and lead to bitline
-leakage problems.  To make an array ``more square'', multiple words
-can share rows by interleaving the bits of each word. The column mux
-in Section~\ref{sec:column_mux} is responsbile for selecting a subset
-of bitcells in a row to extract a word during read and write
-operations.
-
-% memory cell is a library cell
-In OpenRAM, we provide a library cell for the 6T cell that can be
-swapped with a fab memory cell, if available. The transitors in the
-cell are sized appropriately considering read and write noise margins.
-
-% bitcell and bitcell_array classes
-The bitcell class in \verb|modules/bitcell.py| is a single
-memory cell and is usually a pre-made library cell.
-
-% bitcell_array
-The bitcell\_array class in \verb|modules/bitcell_array.py| dynamically
-implements the memory cell array by instantiating a the bitcell class
-in rows and columns.
-
-% abutment connections
-During the tiling process, bitcells are abutted so that all bitlines
-and word lines are connected in the vertical and horizontal directions
-respectively. This is done by using the boundary layer to define the
-height and width of the cell. If this is not specified, OpenRAM will
-use the bounding box of all shapes as the boundary. The boundary layer
-should be offset at (0,0) in the lower left coordinate.
-
-% flipping
-In order to share supply rails, bitcells are flipped in alternating
-rows. 
-
-
-
-\subsection{Precharge Circuitry}
-\label{sec:precharge}
-
-The precharge circuit is depicted in Figure~\ref{fig:precharge} and is
-implemented by three PMOS transistors. The input signal to the cell,
-clk, enables all three transistors during the first half of a read or
-write cycle (i.e. while the clock signal is low).  M1 and M2 charge bl
-and br to vdd while M3 equalizes the voltages seen between the bitlines.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[width=5cm]{./figs/precharge_schem.pdf}
-\caption{Schematic of a precharge circuit.}
-\label{fig:precharge}
-\end{figure}
-
-In OpenRAM, the precharge citcuitry is dynamically generated using the
-parameterized transistor class ptx which is further discussed in
-Section~\ref{sec:ptx}. The offsets of the bitlines and the width of
-the precharge cell are equal to the bitcell so that the bitlines are
-correctly connected by abutment. The precharge class in
-\verb|modules/precharge.py| dynamically generates a single precharge
-cell.
-
-\verb|modules/precharge_array.py| creates a row of precharge cells at
-the top of a bitcell array.
-
-
-
-
-\subsection{Address Decoders}
-\label{sec:address_decoder}
-
-The address decoder deodes the binary-encoded row address bits from the
-address bus as inputs, and asserts a one-hot wordline in the row that
-data is to be read or written. OpenRAM provides a hierarchical address
-decoder as the default, but will soon have other options.
-
-The address decoders are created using parameterized gates (pnand2,
-pnand3, pinv) and transistors (ptx). This means that the decoders do
-not rely on any hard library cells.
-
-\subsubsection{Hierarchical Decoder}
-\label{sec:hierdecoder}
-
-
-A simple 2:4 decoder is shown in Figure~\ref{fig:2:4decoder}. This
-decoder computes all of the possible decode values using a single
-level of nand gates along with the inverted and non-inverted inputs.
-As the decoder size increases the size of the nand gates required for
-decoding would increase proportional to the bits to be decoded.  This
-would not be practical for large decoders.
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.6]{./figs/2t4decoder.pdf}
-\caption{Schematic of 2-4 simple decoder.}
-\label{fig:2:4decoder}
-\end{figure}
-
-A hierarchical decoder uses two-levels of decoding hierarchy to
-perform an address decode. The first stage computes predecoded values
-while the second stage computes the final decoded values.
-Figure~\ref{fig:4 to 16 decoder} shows a 4:16 heirarchical
-decoder. The decoder uses two 2:4 decoders for
-predecoding and 2-input nand gates and inverters for final decoding to
-form the 4:16 decoder.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.6]{./figs/4t16decoder.pdf}
-\caption{Schematic of 4:16 hierarchical decoder.}
-\label{fig:4 to 16 decoder}
-\end{figure}
-
-The predecoder generates a total of 8 intermediate signals from the
-address bits and their complements. These intermediate signals are in
-two groups of 4 from each decoder. The enumeration of all 4 x 4
-predecoded values are used by the final decode to produce the 16
-decoded results.  As an example, Table~\ref{table:4-16 hierarchical_decoder}
-gives the detailed input and output siganls for the 4:16 hierarchical
-decoder.
-
-
- \begin{table}[h!] 
-   \begin{center}
-     \begin{tabular}{| c | c | c | c |}
-     \hline
-     A[3:0] & predecoder1 & predecoder2 & Selected WL\\ \hline
-     0000 & 1000 & 1000 & 0\\ \hline
-     0001 & 1000 & 0100 & 1\\ \hline
-     0010 & 1000 & 0010 & 2\\ \hline
-     0011 & 1000 & 0001 & 3\\ \hline
-     0100 & 0100 & 1000 & 4\\ \hline
-     0101 & 0100 & 0100 & 5\\ \hline
-     0110 & 0100 & 0010 & 6\\ \hline
-     0111 & 0100 & 0001 & 7\\ \hline
-     1000 & 0010 & 1000 & 8\\ \hline
-     1001 & 0010 & 0100 & 9\\ \hline
-     1010 & 0010 & 0010 & 10\\ \hline
-     1011 & 0010 & 0001 & 11\\ \hline
-     1100 & 0001 & 1000 & 12\\ \hline
-     1101 & 0001 & 0100 & 13\\ \hline
-     1110 & 0001 & 0010 & 14\\ \hline
-     1111 & 0001 & 0001 & 15\\ \hline
-     \end{tabular}
-   \end{center}
-   \caption{Truth table for 4:16 hierarchical decoder.}
-   \label{table:4-16 hierarchical_decoder}
- \end{table}
-
-
-As the address size increases, additional sizes of pre- and final
-decoders can be used.  In OpenRAM, there are implementations for
-\verb|modules/hierarchical\_predecode2x4.py| and
-\verb|modules/hierarchical\_predecode3x8.py| to produce 2:4 and 3:8
-predecodes, respectively. These same decoders are used to generate the
-column mux select bits as well.
-
-For the final decode, we can use either pnand2 or pnand3 gates. This
-allows a maximum size of three 3:8 predocers along with a final pnand3 decode
-stage, or, 512 word lines. To extend beyond this, a pnand4 or
-a 4:16 predecoder would be needed.
-
-
-\subsection{Wordline Driver}
-\label{sec:wldriver}
-
-The word line driver buffers the address decoder to drive the wordline and
-gates the signal until the decode has stabilized. Without waiting, an
-incorrectly asserted wordline could erase memory contents.
-The word line driver is sized according to the bitcell array width so
-that wordlines in larger memory arrays can be appropriately driven.
-
-% gating for first half decode, second half read/write
-The first half of the clock cycle is used for address decoding in
-OpenRAM.  Therefore, the wordline driver is enabled in the second half
-of the clock cycle in OpenRAM.  The buffered clock signal drives each
-wordline driver row and is logically ANDed with the decoder output.
-
-% bank clock gating for wordline driver
-In multi-bank structures the clock buffer is also anded with the bank
-select signal to prevent the read/writing of an entire bank.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.6]{./figs/wordline_driver.pdf}
-\caption{Diagram of word line driver.}
-\label{fig:wordline_driver}
-\end{figure}
-
-Figure~\ref{fig:wordline_driver} illustrates the wordline driver and
-its inputs/outputs. This is implemented in the
-\verb|modules/wordline_driver.py| module and matches the number of
-rows in the bitcell array of a bank.
-
-OpenRAM creates the wordline drivers using the parameterized pinv and
-pnand2 classes. This enables the wordline driver to be matched to the
-bitcell height and to sized to drive the wordline load.
-
-
-
-\subsection{Column Mux}
-\label{sec:column_mux}
-The column mux is an optional module in an SRAM bank. Without a column
-mux, the bank is assumed to have a single word in each row. A column
-mux enables more more than one word to be stored in each row and
-read/written individually.  The column mux is used for both the read
-and write operations by connecting the bitlines of a bank to
-both the sense amplifier and the write driver.
-
-In OpenRAM, the column mux uses the {\bf high address bits} to select
-the appropriate word in each row.  If n-bits are used, there are $2^n$
-words in each row. OpenRAM currently allows 2, 4, or 8 words per row,
-but the 8 words are not fully debugged (as of 2/12/18).
-
-%% OpenRAM provides several options for column mux, but the default
-%% is a single-level column mux which is sized for optimal speed.
-
-%% \subsubsection{Tree\_Decoding Column Mux}
-%% \label{sec:tree_decoding_column_mux}
-
-%% The schematic for a 4-1 tree
-%% multiplexer is shown in Figure~\ref{fig:colmux}.
-
-%% \begin{figure}[h!]
-%% \centering
-%% \includegraphics[scale=.9]{./figs/tree_column_mux_schem.pdf}
-%% \caption{Schematic of 4-1 tree column mux that passes both of the bitlines.}
-%% \label{fig:colmux}
-%% \end{figure}
-
-%% \fixme{Shading/opacity is different on different platforms. Make this a box in the image. It doesn't work on OSX.}
-
-%% This tree mux selects pairs of bitlines (both BL and BL\_B) as inputs
-%% and outputs.  This 4-1 tree mux illustrates the process of choosing
-%% the correct bitlines if there are 4 words per row in the memory array.
-%% Each bitline pair represents a single bit from each word.  A binary
-%% reduction pattern, shown in Table~\ref{table:colmux}, is used to
-%% select the appropriate bitlines.  As the number of words per row in
-%% the memory array increases, the depth of the column mux grows.  The
-%% depth of the column mux is equal to the number of bits in the column
-%% address bus.  The 4-1 tree mux has a depth of 2.  In level 1, the
-%% least significant bit from the column address bus selects either the
-%% first and second words or the third and fourth words.  In level 2, the
-%% most signifant column address bit selects one of the words passed down
-%% from the previous level.  Relative to other column mux designs, the
-%% tree mus uses significantly less devices.  But, this type of design
-%% can provide poor performance if a large decoder with many levels are
-%% needed.  The delay of of a tree mux quadratically increases with each
-%% level.  Due to this fact, other types of column
-%% decoders should be considered for larger arrays.
-
-%% \begin{table}[h!] 
-%%   \begin{center}
-%%     \begin{tabular}{| c | c | c | c |}
-%%     \hline
-%%     Selected BL & Inp1 & Inp2 & Binary\\ \hline
-%%     BL0 & SEL0\_bar & SEL1\_bar & 00\\ \hline
-%%     BL1 & SEL0 & SEL1\_bar & 01\\ \hline
-%%     BL2 & SEL0\_bar & SEL1 & 10\\ \hline
-%%     BL3 & SEL0 & SEL1 & 11\\
-%%     \hline
-%%     \end{tabular}
-%%   \end{center}
-%%   \caption{Binary reduction pattern for 4-1 tree column mux.}
-%%   \label{table:colmux}
-%% \end{table} 
-
-%% In OpenRAM, the tree column mux is a dynamically generated design.  The
-%% \verb|tree_mux_array| is made up of two dynamically generated cells: \verb|muxa|
-%% and \verb|mux_abar|.  The only diffference between these cells is that input
-%% select signal is either hooked up to the \textbf{SEL} or
-%% \textbf{SEL\_bar} signals (see highlighted boxes in
-%% Figure~\ref{fig:colmux}).  These cells are initialized the the
-%% \verb|column_muxa| and \verb|column_muxabar| classes in \verb|columm_mux.py|.  Instances
-%% of \verb|ptx| PMOS transistors are added to the design and the necessary
-%% routing is performed using the \verb|add_rect()| function. A horizontal rail
-%% is added in metal2 for both the SEL and Sel\_bar signals.  Underneath
-%% those input rails, horizontal straps are added.  These straps are used
-%% to connect the BL and BL\_B outputs from \verb|muxa| to the BL and BL\_B
-%% outputs of \verb|mux_abar|.  Vertical conenctors in metal3 are added at the
-%% bottom of the cell so that connections can be made down to the sense
-%% amp.  Vertical connectors are also added in metal1 so that the cells
-%% can connect down to other mux cells when the depth of the tree mux is
-%% more than one level.
-
-%% The \verb|tree_mux_array| class is used to generate the tree mux.
-%% Instances of both the \verb|muxa| and \verb|mux_abar| cells are instantiated and
-%% are tiled row by row.  The offset of the cell in a row is determined
-%% by the depth of that row in the tree mux.  The pattern used to
-%% determine the offset of the mux cells is
-%% $muxa.width*(i)*(2*row\_depth)$ where is the column number.  As the
-%% depth increases, the mux cells become further apart.  A separate
-%% ``for'' loop is invoked if the $depth>1$, which extends the
-%% power/ground and select rails across the entire width of the array.
-%% Similarly, if the $depth>1$, spice net names are created for the
-%% intermediate connection made at the various levels.  This is necessary
-%% to ensure that a correct spice netlist is generated and that the
-%% input/output pins of the column mux match the pins in the modules that
-%% it is connected to.
-
-
-\subsubsection{Single-Level Column Mux}
-\label{sec:single_level_column_mux}
-
-OpenRAM includes a single-level pass-gate mux implemtation for the
-column mux.  A single level of NMOS devices is driven by either the
-input address (and it's complement) or decoded input addresses using a
-2:4 predecoder (Section~\ref{sec:hierdecoder}).
-
-Figure~\ref{fig:2t1_single_level_column_mux} shows the schematic of a
-2:1 single-level column mux. In this column mux, the {\bf MSB of the
-  address bus} and it's complement drive the pass transistors.
-
-Figure~\ref{fig:4t1_single_level_column_mux} shows the schematic of a
-4:1 single-level column mux. The select bits are decoded from the {\bf
-  2 MSB of the address bus} using a 2:4 decoder.  The 2:4 decoder
-provides one-hot select signals to select one column.
-
-In OpenRAM, one mux, single\_level\_mux, is dynamically generated in
-\verb|modules/single_level_column_mux.py| and multiple of these muxes
-are tiled together in \verb|modules/single_level_column_mux_array.py|.
-
-single\_level\_mux uses the parameterized ptx (Section~\ref{sec:ptx}
-to generate 2 or 4 NMOS transistors for each the bl and br
-bitlines. Horizontal rails are added for the $sel$ signals.  The
-bitlines are automatically pitch-matched to the bitcell array.
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.5]{./figs/2t1_single_level_column_mux.pdf}
-\caption{Schematic of a 2:1 single level column mux. \fixme{Signals names are wrong.}}
-\label{fig:2t1_single_level_column_mux}
-\end{figure}
-
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.5]{./figs/4t1_single_level_column_mux.pdf}
-\caption{Schematic of a 4:1 single level column mux. \fixme{Signals names are wrong.}}
-\label{fig:4t1_single_level_column_mux}
-\end{figure}
-
-
-\subsection{Sense Amplifier}
-\label{sec:senseamp}
-The sense amplifier is used to sense the difference between the
-bitline and bitline bar while a read operation is performed.
-The sense amplifier also includes two PMOS transistors for bitline
-isolation to speed-up read operations. The schematic for the sense amp is shown in
-Figure~\ref{fig:sense_amp}.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.8]{./figs/sense_amp_schem.pdf}
-\caption{Schematic of a single sense amplifier cell.}
-\label{fig:sense_amp}
-\end{figure}
-
-During address decoding (while the wordline is not asserted), the sense
-amplifier is disabled and the bitlines are precharged to vdd by the
-precharge unit. The two PMOS transistors also connect the bitlines to the sense amplifier.
-
-The en signal comes from the control logic (Section~\ref{sec:control})
-including the timing and replica bitline (Section~\ref{sec:RBL}). It
-is only enabled after sufficient swing is seen on the bitlines so that
-the value can be accurately sensed.
-
-The sense amplifier is enabled by the en signal, which initiates the
-read operation, and also isolates the sense amplifier from the
-bitlines.  This allows the sense amplifier to drive a smaller
-capacitance rather than the whole bitline.  At this time, the footer
-transistor is also enabled which allows the sense amplifier to use
-feedback to sense the bitline differential voltage.
-
-When the sense amp is enabled, one of the bitlines experiences a
-voltage drop based on the value stored in the memory cell.  If a zero
-is stored, the bitline voltage drops.  If a one is stored, the bitline
-bar voltage drops.  The output signal is then
-taken to a true logic level and latched for output to the data bus.
-
-In OpenRAM, the sense amplifier is a libray cell.  The associated
-layout and spice netlist can be found in the \verb|gds_lib| and
-\verb|sp_lib| in the technology directory. The sense\_amp class in
-\verb|modules/sense_amp.py| is a single instance of the sense amp
-library cell.
-
-
-The sense\_amp\_array class in \verb|modules/sense_amp_array.py|
-handles the tiling of the sense amps cells.  One sense amp cell is
-needed per data bit and the sense amp cells need to be appropriately
-spaced so that they can hook up to the column mux bitline pairs.  The
-spacing is determined based on the number of words per row in the
-memory array.  
-
-The sense amp is a library cell so that custom
-amplifier designs could be swapped into the memory as needed.  The two
-major things that need to be considered while designing the sense
-amplifier cell are the size of the cell and the bitline/input pitches.
-Optimally, the cell should be no wider than the 6T cell so that it
-abuts to the column mux and no extra routing or space is needed.
-Also, the bitline inputs of the sense amp need to line up with the
-outputs of the write driver.  In the current version of OpenRAM, the
-write driver is situated under the sense amp, which had bitlines
-spaning the entire height of the cell.  In this case, the sense
-amplifier is disabled during a write operation but the bitlines still
-connect the write driver to the column mux without any extra routing.
-
-
-\subsection{Write Driver}
-\label{sec:writedriver}
-
-The write driver is used to drive the input signal into the memory
-cell during a write operation.  It can be seen in
-Figure~\ref{fig:write_driver} that the write driver consists of two
-tristate buffers, one inverting and one non-inverting.  It takes in a
-data bit, from the data bus, and outputs that value on the bitline,
-and its complement on bitline bar.  The bitlines need to be
-complements so that the data value can be correctly stored in the 6T
-cell. Both tristates are enabled by the EN signal.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.8]{./figs/write_driver_schem.pdf}
-\caption{Schematic of a write driver cell, which consists of 2 tristates (non-inverting and inverting) to drive the bitlines.}
-\label{fig:write_driver}
-\end{figure}
-
-Currently, in OpenRAM, the write driver is a library cell.  The
-associated layout and spice netlist can be found in the \verb|gds_lib| and
-\verb|sp_lib| in the FreePDK45 directory.  Similar to the \verb|sense_amp_array|,
-the \verb|write_driver_array| class tiles the write driver cells.  One
-driver cell is needed per data bit and Vdd, Gnd, and EN signals must
-be extended to span the entire width of the cell. It is not optimal to
-have the write driver as a library cell because the driver needs to be
-sized based on the capacitance of the bitlines.  A large memory array
-needs a stronger driver to drive the data values into the memory
-cells.  We are working on creating a parameterized tristate class,
-which will dynamically generate write driver cells of different
-sizes/strengths.
-
-\subsection{Flip-Flop Array}
-
-In a synchronous SRAM it is necessary to synchronize the inputs and
-outputs with a clock signal by using flip-flops.  In FreePDK45 we
-provide a library cell for a simple master-slave flip-flop, see
-schematic in Figure~\ref{fig:ms_flop}.  In our library cell we provide
-both Q and Q\_bar as outputs of the flop because inverted signals are
-used in various modules.  The \verb|ms_flop| class in \verb|ms_flop.py|
-instatitates a single master-slave flop, and the \verb|ms_flop_array| class
-generates an array of flip-flops.  Arrays of flops are necessary for
-the data bus (an array for both the inputs and outputs) as well as the
-address bus (an array for row and column inputs).  The \verb|ms_flop_array|
-takes the number of flops and the type of array as inputs.  Currently,
-the type of the array must be either ``data\_in'', ``data\_out'',
-``addr\_row'', or ``addr\_col'' verbatim.  The array type input is
-used to look up that associated pin names for each of the flop arrays.
-This was implemented very quickly and should be improved in the near
-future...
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.7]{./figs/ms_flop_schem.pdf}
-\caption{Schematic of a master-slave flip-flop provided in FreePDK45 library}
-\label{fig:ms_flop}
-\end{figure}
-
-\subsection{Control Logic}
-
-The details of the control logic architecture are outlined in
-Section~\ref{sec:control}.  The control logic module,
-\verb|control_logic.py|, instantiates a \verb|control_logic| class that arranges
-all of the flip-flops and logic associated with the control signals
-into a single module. Flip-flops are instantiated for each control
-signal input and library NAND and NOR gates are used for the logic.  A
-delay chain, of variable length, is also generted using parameterized
-inverters.  The associated layouts and spice netlists can be found in
-the \verb|gds_lib| and \verb|sp_lib| in the FreePDK45 directory.
-
-\section{Bank and SRAM}
-\label{sec:bank}
-
-The overall memory architecture is shown in figure~\ref{fig:bank}.
-As shown in this figure one Bank contains different modules including 
-precharge-array which is positioned above the bitcell-array, 
-column-mux-array which is located below the bitcell-array, 
-sense-amp-array, write-driver-array, data-in-ms-flop-array 
-to synchronize the input data with negative edge of the clock, 
-tri-gata-array to share the bidirectional data-bus between input 
-and output data, hierarchical decoder which is placed on the right side 
-of the bitcell-array (predecoder + decoder), wordline-driver which drives 
-the wordlines horizontally across the bitcell-array and address-ms-flops 
-to synchronize the input address with positive edge of the clock. 
-
-In bitcell-array each memory cell is mirrored vertically and horizontally inorder to share VDD and GND rails with adjacent cells and form the array. 
-Data-bus is connected to tri-gate, address-bus is connected to address-ms-flops and bank-select 
-signal will enable the bank when it goes high. To complete the SRAM design, bank is connected to control-logic as shown in figure~\ref{fig:bank}. 
-Control-logic controls the timing 
-of modules inside the bank. CSb, OEb, Web and clk are inputs to the control logic and output of 
-control logic will ANDed with bank-select signal and send to the corresponding modules.
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=1]{./figs/bank.pdf}
-\caption{Overal bank and SRAM architecture.}
-\label{fig:bank}
-\end{figure}
-
-
-In order to reduce the delay and power, divided wordline strategy have been used in this compiler. Part of the address bits 
-are used to define the global wordline (bank-select) and rest of address bits are connected to hierarchical 
-decoder inside each bank to generate local wordlines that actually drive the bitcell access transistors. 
-
-As shown in figure~\ref{fig:bank2} SRAM is divided to two banks which share data-bus, address-bus, control-bus and control-logic. 
-In this case one bit of address (most significant bit) goes to an ms-flop and outputs of ms-flop (address-out and address-out-bar) 
-are connected to banks as bank-select signals. Control logic is shared between two banks and based on which bank is selected, 
-control signals will activate modules inside the selected bank. In this architecture, the total cell capacitance is reduced by up 
-to a factor of two. Therefore the power will be reduced greatly and the delay among the wordlines is also reduced.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.9]{./figs/bank2.pdf}
-\caption{SRAM is divided to two banks which share the control-logic.}
-\label{fig:bank2}
-\end{figure}
-
-In figure~\ref{fig:bank4}, four banks are connected together. In this case a 2:4 decoder is added to select one of the banks using two 
-most significant bits of input address. Control signals are connected to all banks but will turn on only the selected bank.
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.9]{./figs/bank4.pdf}
-\caption{SRAM is divided to 4 banks wich are controlled by the control-logic and a 2:4 decoder.}
-\label{fig:bank4}
-\end{figure}
-
-
diff --git a/docs/openram_manual.pdf b/docs/openram_manual.pdf
deleted file mode 100644
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diff --git a/docs/openram_manual.tex b/docs/openram_manual.tex
deleted file mode 100644
index 32dfc3be..00000000
--- a/docs/openram_manual.tex
+++ /dev/null
@@ -1,108 +0,0 @@
-% The % is a comment.  This file is an Example LaTeX document for GP111
-\documentclass[11pt]{article}
-\usepackage{times}                               % LaTeX 2e 
-\usepackage{graphicx}
-\usepackage{epstopdf}
-%\usepackage{subfigure}
-\usepackage[colorlinks=true]{hyperref}
-%\usepackage[doublespacing]{setspace}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-% Generic Shared across papers Keywords
-
-\newcommand{\fixme}[1]{{\Large FIXME:} {\bf #1}}
-\newcommand{\note}[1]{{\bf Note:} \{\uline{#1}\}\\}
-
-% create some additional spacing between paragraphs.
-\setlength{\parskip}{7pt}
-% Default margins are too wide all the way around.  I reset them here.
-\setlength{\topmargin}{-.5in}
-\setlength{\textheight}{9in}
-\setlength{\oddsidemargin}{.125in}
-\setlength{\textwidth}{6.25in}
-
-\begin{document}
-
-\title{OpenRAM Manual}
-\author{Matthew R. Guthaus - mrg@ucsc.edu\\
-  and many others
-}
-%\renewcommand{\today}{October 14, 2010}
-\maketitle
-\newpage
-\section{License}
-
-\begin{verbatim}
-  Copyright 2018 Regents of the University of California and The Board
-  of Regents for the Oklahoma Agricultural and Mechanical College
-  (acting for and on behalf of Oklahoma State University)
-  
-  Redistribution and use in source and binary forms, with or without
-  modification, are permitted provided that the following conditions are
-  met:
-  
-  1. Redistributions of source code must retain the above copyright
-  notice, this list of conditions and the following disclaimer.
-  
-  2. Redistributions in binary form must reproduce the above copyright
-  notice, this list of conditions and the following disclaimer in the
-  documentation and/or other materials provided with the distribution.
-  
-  3. Neither the name of the copyright holder nor the names of its
-  contributors may be used to endorse or promote products derived from
-  this software without specific prior written permission.
-  
-  THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
-  "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
-  LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
-  A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
-  HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
-  SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
-  LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
-  DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
-  THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
-  (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
-  OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
-\end{verbatim}
-
-
-\newpage
-\setcounter{tocdepth}{2}
-\tableofcontents
-
-\newpage
-
-% Each chapter description
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{intro}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{overview}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{modules}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{implementation}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{parameterized}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{porting}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{timing}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{unittests}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-\input{debug}
-
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%\input{conclusions}
-\input{gdsmill}
-
-
-\end{document}
diff --git a/docs/overview.tex b/docs/overview.tex
deleted file mode 100644
index 89378c80..00000000
--- a/docs/overview.tex
+++ /dev/null
@@ -1,90 +0,0 @@
-\section{Overview of the SRAM Structure}
-\label{sec:overview}
-
-
-% address decode and mem array
-The baseline SRAMs generated by OpenRAM have 1 read/write port as
-shown in Figure~\ref{fig:sram_architecture}. The address is decoded
-(Section~\ref{sec:addressdecoder}) into a one-hot set of word lines
-(WL) which are driven by word line drivers
-(Section~\ref{sec:wldriver}) over the bit-cell array
-(Section~\ref{sec:bitcellarray}). To facilitate reads, the precharge
-circuitry (Section~\ref{sec:precharge}) precharges the bitlines so
-that the column mux (Section~\ref{sec:column_mux}) can select the
-appropriate word which is then sensed by the sense amplifiers
-(Section~\ref{sec:senseamp}).  Write drivers
-(Section~\ref{sec:writedriver}) use the bidirectional nature of the
-column mux to write the appropriate columns in a given memory row.
-
-A representative layout of such a memory closely resembles the logical
-representation and is shown in Figure~\ref{fig:layout_view}.  The
-address and data flip-flops and control circuitry are not shown but
-are detailed in Section~\ref{sec:control}.
-
-
-\begin{figure}[htb]
-\centering
-\includegraphics[width=10cm]{./figs/sram_overview.pdf}
-\caption{Single Port SRAM Architecture}
-\label{fig:sram_architecture}
-\end{figure}
-
-
-\begin{figure}[htb]
-\centering
-\includegraphics[width=6cm]{./figs/layout_view_1024_16_annotated.pdf}
-\caption{1k SRAM with Two Columns and 16-bit Data}
-\label{fig:layout_view}
-\end{figure}
-
-
-
-\subsection{Inputs/Outputs}
-\label{sec:io}
-
-The inputs to the SRAM are: 
-\begin{itemize}
-\setlength{\itemsep}{0pt}
-\item clk - External Clock
-\item CSb - Active-low Chip Select
-\item WEb - Active-low Write Enable
-\item OEb - Active-low Output Enable
-\item ADDR[\#] - Address Bus input (LSB is 0)
-\item DATA[\#] - Bi-directional Data bus (LBS is 0)
-\end{itemize}
-If multiple ports are used, the ADDR and DATA buses are appended with
-integers to extend them.
-
-The outputs to the SRAM are: 
-\begin{itemize}
-\setlength{\itemsep}{0pt}
-\item DATA\# - correspond to the bi-directional Data bus.
-\end{itemize}
-
-The supply voltages to the SRAM are:
-\begin{itemize}
-\item vdd - Supply voltage
-\item gnd - Ground supply voltage
-\end{itemize}
-
-\subsection{Top-Level SRAM Module}
-\label{sec:sram}
-
-The sram class in \verb|sram.py| is the top-level SRAM module.  This
-class handles the overall organization of the memory, instantiates the
-contorl logic, instantiates a number of banks, and creates decoded
-enable signals for multiple banks. All of the top level routing is
-performed in the sram class.
-
-
-The sram class instantiates identical copies of the bank module from
-\verb|bank.py|.  All other sub-modules access the value of sizes from
-bank.  The bank module includes an address decoder, (optional) column
-address decoder, (optional) column mux, sense amplifiers, precharge
-circuitry, write drivers, etc.  A single bank organization is depicted
-in Figure~\ref{fig:sram_architecture}.
-
-Discussion of the design data structure is discussed in
-Section~\ref{sec:design} and the modules contained in the top-level
-SRAM are detailed in Section~\ref{sec:modules}.
-
diff --git a/docs/parameterized.tex b/docs/parameterized.tex
deleted file mode 100644
index e85670bb..00000000
--- a/docs/parameterized.tex
+++ /dev/null
@@ -1,258 +0,0 @@
-\section{Custom Layout Design Functions in Software}
-\label{sec:parameterized}
-
-OpenRAM provides classes that can be used to generated parameterized
-cells for the most common cells: transistors, inverters, nand2, nand3, etc...  
-There are many advantages to having parameterized cells.
-The main advantage is that it makes it easier to dynamically generate designs and cuts
-down the necessary code to be written.  
-We also need parameterized cells because some designs, such as the wordline drivers, need to be
-dynamically sized based on the size of the memory. 
-Lastly, there may be certain physical dimension requirements that need to be met for a
-cell, while still maintaing the expected operation/performance.  
-In OpenRAM we currently provide five parameterized cells: parameterized
-transistor (\verb|ptx|), parameterized inverter (\verb|pinv|), parameterized nand2 (\verb|nand_2|), 
-parameterized nand3 (\verb|nand_3|) and parameterized nor2 (\verb|nor_2|). 
-
-
-\subsection{Parameterized Transistor}
-\label{sec:ptx}
-
-The parameterized transistor class generates a transistor of specified
-width and number of mults.
-The \verb|ptx| is constructed as follows:
-\begin{verbatim}
-def __init__(self,name,width,mults,tx_type)
-\end{verbatim} 
-
-An explanation of the \verb|ptx| parameters is shown in
-Table~\ref{table:ptx_params}. A layout of ptx, generated by the
-following instatiation, is depicted in Figure~\ref{fig:ptx_example}.
-\begin{verbatim}
-fet = ptx.ptx(name = "nmos_1_finger", width = tech.drc["minwidth_tx"], 
-mults = 1, tx_type = "nmos").
-\end{verbatim}
-
-\begin{table}[h!] 
-  \begin{center}
-    \begin{tabular}{| l | c |}
-    \hline
-    Parameter & Explanation  \\ \hline
-    \verb|width| & active\_height \\ \hline
-    \verb|mults| & mult number of the transistor \\ \hline
-    \verb|tx_type| & type of transistor,”nmos” and “pmos” \\ \hline
-    \hline
-    \end{tabular}
-  \end{center}
-  \caption{Parameter Explanation of ptx}
-  \label{table:ptx_params}
-\end{table}
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[width=10cm]{./figs/ptx.pdf}
-\caption{An example of Parameterized Transistor (ptx)}
-\label{fig:ptx_example}
-\end{figure}
-
-
-
-\subsection{Parameterized Inverter}
-\label{sec:pinv}
-
-The parameterized inverter (\verb|pinv|) class generated an inverter
-of a specified size/strength and height.  The \verb|pinv| is
-constructed as follows:
-\begin{verbatim}
-def __init__(self, cell_name, size, beta=tech.[pinv.beta], 
-cell_size=tech.cell[height])
-\end{verbatim}
-
-The parameterized inverter can provide significant drive strength
-while adhering to physical cell size limitations. That is achieved by
-having many small transistors connected in parallel, thus the height
-of the inverter cell can be manipulated without the affecting the
-drive strength. The NMOS size is an input parameter, and the PMOS size
-will be determined by $beta*NMOS\_size$, where beta is the ratio of
-the PMOS channel width to the NMOS channel width.  The following code
-instatiates the \verb|pinv| instance seen in Figure~\ref{fig:pinv}.
-\begin{verbatim}
-a=pinv.pinv(cell_name="pinv",size=tech.drc["minwidth_tx"]*8)
-\end{verbatim}
-\begin{figure}[h!]
-\centering
-\includegraphics[width=10cm]{./figs/pinv.pdf}
-\caption{An example of Parameterized Inverter(pinv)}
-\label{fig:pinv}
-\end{figure}
-
-
-The \verb|pinv| parameters are explained in Table~\ref{table:pinv_params}.
-\begin{table}[h!] 
-  \begin{center}
-    \begin{tabular}{| l | c |}
-    \hline
-    Parameter & Explanation \\ \hline
-    \verb|size| & The logic size of the transistor of the nmos in the pinv \\ \hline
-    \verb|beta| = tech.[pinv.beta] & Ratio of pmos channel width to nmos channel width. \\ \hline
-    \verb|cell_size| = tech.cell[height] & physical dimension of cell height. \\ 
-    \hline
-    \end{tabular}
-  \end{center}
-  \caption{Parameter Explanation of pinv}
-  \label{table:pinv_params}
-\end{table}
-
-
-
-\subsection{Parameterized NAND2}
-\label{sec:nand2}
-
-The parameterized nand2 (\verb|nand_2|) class generated a 2-input nand gate
-of a specified size/strength and height.  The \verb|nand_2| is
-constructed as follows:
-\begin{verbatim}
-def __init__(self, name, nmos_width, height=tech.cell_6t[height])
-\end{verbatim}
-
-The NMOS size is an input parameter, and the PMOS size
-will be equal to NMOS to have the equal rising and falling for output. 
-The following code instatiates the \verb|nand_2| instance seen in Figure~\ref{fig:nand2}.
-\begin{verbatim}
-a=nand_2.nand_2(name="nand2", nmos_width=2*tech.drc["minwidth_tx"], 
-height=tech.cell_6t["height"])
-\end{verbatim}
-
-\begin{figure}[h!]
-\centering
-%\includegraphics[width=10cm]{./figs/nand2.pdf}
-\caption{An example of Parameterized NAND2(nand\_2)}
-\label{fig:nand2}
-\end{figure}
-
-
-The \verb|nand_2| parameters are explained in Table~\ref{table:nand2_params}.
-\begin{table}[h!] 
-  \begin{center}
-    \begin{tabular}{| l | c |}
-    \hline
-    Parameter & Explanation \\ \hline
-    \verb|nmos_width| & The logic size of the transistor of the nmos in the nand2 \\ \hline
-    \verb|height| = tech.cell\_6t[height] & physical dimension of cell height. \\ 
-    \hline
-    \end{tabular}
-  \end{center}
-  \caption{Parameter Explanation of nand2}
-  \label{table:nand2_params}
-\end{table}
-
-
-
-\subsection{Parameterized NAND3}
-\label{sec:nand3}
-
-The parameterized nand3 (\verb|nand_3|) class generated a 3-input nand gate
-of a specified size/strength and height.  The \verb|nand_3| is
-constructed as follows:
-\begin{verbatim}
-def __init__(self, name, nmos_width, height=tech.cell_6t[height])
-\end{verbatim}
-The NMOS size is an input parameter, and the PMOS size
-will be equal to $2/3$ NMOS size to have the equal rising and falling for output.
-The following code instatiates the \verb|nand_3| instance seen in Figure~\ref{fig:nand3}.
-\begin{verbatim}
-a=nand_3.nand_3(name="nand3", nmos_width=3*tech.drc["minwidth_tx"], 
-height=tech.cell_6t["height"])
-\end{verbatim}
-
-
-\begin{figure}[h!]
-\centering
-%\includegraphics[width=10cm]{./figs/nand3.pdf}
-\caption{An example of Parameterized NAND3(nand\_3)}
-\label{fig:nand3}
-\end{figure}
-
-The \verb|nand_3| parameters are explained in Table~\ref{table:nand3_params}.
-\begin{table}[h!] 
-  \begin{center}
-    \begin{tabular}{| l | c |}
-    \hline
-    Parameter & Explanation \\ \hline
-    \verb|nmos_width| & The logic size of the transistor of the nmos in the nand3 \\ \hline
-    \verb|height| = tech.cell\_6t[height] & physical dimension of cell height. \\ 
-    \hline
-    \end{tabular}
-  \end{center}
-  \caption{Parameter Explanation of nand3}
-  \label{table:nand3_params}
-\end{table}
-
-
-\subsection{Parameterized NOR2}
-\label{sec:nor2}
-
-The parameterized nor2 (\verb|nor_2|) class generated a 2-input nor gate
-of a specified size/strength and height.  The \verb|nor_2| is
-constructed as follows:
-\begin{verbatim}
-def __init__(self, name, nmos_width, height=tech.cell_6t[height])
-\end{verbatim}
-The NMOS size is an input parameter, and the PMOS size
-will be equal to $2$ NMOS size to have the equal rising and falling for output.
-The following code instatiates the \verb|nor_2| instance seen in Figure~\ref{fig:nor2}.
-\begin{verbatim}
-a=nor_2.nor_2(name="nor2", nmos_width=2*tech.drc["minwidth_tx"], 
-height=tech.cell_6t["height"])
-\end{verbatim}
-
-
-\begin{figure}[h!]
-\centering
-\includegraphics[width=10cm]{./figs/nor2.pdf}
-\caption{An example of Parameterized NOR2(nor\_2)}
-\label{fig:nor2}
-\end{figure}
-
-The \verb|nor_2| parameters are explained in Table~\ref{table:nor2_params}.
-\begin{table}[h!] 
-  \begin{center}
-    \begin{tabular}{| l | c |}
-    \hline
-    Parameter & Explanation \\ \hline
-    \verb|nmos_width| & The logic size of the transistor of the nmos in the nor2 \\ \hline
-    \verb|height| = tech.cell\_6t[height] & physical dimension of cell height. \\ 
-    \hline
-    \end{tabular}
-  \end{center}
-  \caption{Parameter Explanation of nor2}
-  \label{table:nor2_params}
-\end{table}
-
-
-
-\subsection{Path and Wire}
-\label{sec:path and wire}
-OpenRam provides two routing classes in custom layout design.
-Both Path and wire class will take a set of coordinates connect those points 
-with rectilinear metal connection.
-
-The difference is that path only use the same layers for both vertical and 
-horizontal connection while wire will use two different adjacent metal layers.
-The this example will construct a metal1 layer path
-\begin{verbatim}
-layer_stack = ("metal1")
-position_list = [(0,0), (0,3), (1,3), (1,1), (4,3)]
-w=path.path(layer_stack,position_list) 
-\end{verbatim}
-and This exmaple will construct a wire using metal1 for vertical connection and metal2 for 
-horizontal connection:
-\begin{verbatim}
-layer_stack = ("metal1","via1","metal2")
-position_list = [(0,0), (0,3), (1,3), (1,1), (4,3)]
-w=wire.wire(layer_stack,position_list)
-\end{verbatim}
-
-
-
diff --git a/docs/porting.tex b/docs/porting.tex
deleted file mode 100644
index 94085f06..00000000
--- a/docs/porting.tex
+++ /dev/null
@@ -1,47 +0,0 @@
-\section{Porting to a new Technologies}
-\label{sec:porting}
-
-The folllowing sub-directories and files should be added to your new technology directory:
-\begin{itemize}
-\item \verb|/sp_lib| - spice netlists for library cells
-\item \verb|/gds_lib| - GDSII files for the library cell
-\item \verb|layers.map| - layer/purpose pair map from the technology
-\item \verb|/tech| - contains tech parameters, layers, and portation functions.
-\end{itemize}
-
-\subsection{The GDS and Spice Libraries}
-
-The GDS and Spice libraries , \verb|\gds_lib| and \verb|\sp_lib|, should contain the GDSII layouts and spice netlists for each of the library cells in your SRAM design.  For the FreePDK45 technology, library cells for the 6T Cell, Sense Amp, Write Driver, Flip-Flops, and Control Logic are provided.  To reiterate: all layouts must be exported in the GDSII file format.  The following commands can be used to stream GDSII files into or out of Cadence Virtuoso:
-\begin{verbatim}
-To stream out of Cadence:
-
-  strmout -layerMap ../sram_lib/layers.map 
-    -library sram -topCell $i -view layout 
-      -strmFile ../sram_lib/$i.gds
-
-To stream a layout back into Cadence:
-
-  strmin -layerMap ../sram_lib/layers.map 
-    -attachTechFileOfLib NCSU_TechLib_FreePDK45 
-       -library sram_4_32 -strmFile sram_4_32.gds
-\end{verbatim}
-When you import a gds file, make sure to attach the correct tech lib or you will get incorrect layers in the resulting library.
-
-
-
-\subsection{Technology Directory}
-\label{sec:tech}
-
-Inside of the \verb|/tech| directory should be the Python classes for \verb|tech.py|,
-\verb|ptx_port.py|, and any other portation functions.  The \verb|tech.py| file is very important and should contain the following:
-\begin{itemize}
-\item Layer Number/Name - GDSII files only contain layer numbers and it can be difficult to keep track of which layer corresponds to what number.  In OpenRAM code, layers are referred to by name and \verb|tech.py| maps the layer names that we use to the layer numbers in the \verb|layer.map|  This will associate the layer name used in OpenRAM program with the number used in the layer.map, thus the code in complier won’t need to be changed for each technology.
-\item Tech Parameters - important rules from the DRC rule deck(such as layer spacing and minimum sizes) should be included here.  Please refer to the rules that are included in \verb|tech.py| to get a better idea as to what is important.
-\item Cell Sizes and Pin Offsets - The \verb|cell_size()| and \verb|pin_finder()| functions should be used to populate this class with the various cell sizes and pin locations in your library cells.  These functions are relatively slow because they must traverse the every shape in the entire hierarchy of a design.  Due to this fact, these function are not invoked each time the compiler is run, it should be run one time or if any changes have been made to library cells. This sizes and pin locations gathered are needed to generate the dynamic cells and perform routing at the various levels of the hierarchy.  It is suggested that boundary boxes on a specific layer should be added to define the cell size.
-\end{itemize}
-
-
-
-
-
-
diff --git a/docs/timing.tex b/docs/timing.tex
deleted file mode 100644
index 7cf0f6d2..00000000
--- a/docs/timing.tex
+++ /dev/null
@@ -1,230 +0,0 @@
-\section{Timing and Control Logic}
-\label{timing}
-
-This section outlines the necessary signals, timing considerations, and control circuitry for a synchronous SRAM.
-
-\subsection{Signals}
-\label{signals}
-Top-Level Signals:
-\begin{itemize}
-\setlength{\itemsep}{0pt}
-\item ADDR - address bus.
-\item DATA - bi-directional data bus.
-\item clk - the global clock.
-\item OEb - active low output enable.
-\item CSb - active low chip select.
-\item WEb - active low write enable.
-\end{itemize}
-
-Internal Signals:
-\begin{itemize}
-\setlength{\itemsep}{0pt}
-\item clk\_bar - enables the precharge unit.
-\item s\_en - enables the sense amp during a read operation.
-\item w\_en - enable the write driver during a write operation.
-\item tri\_en and tri\_en\_bar - enable the data input tri-gate during a read operation.
-\end{itemize}
-
-\subsection{Timing Considerations}
-\label{timing_params}
-
-The main timing considerations for an SRAM are:
-\begin{itemize}
-\setlength{\itemsep}{0pt}
-\item Setup Time - time an input needs to be stable before the positive/negative clock edge.
-\item Hold Time - time an input needs to stay valid after the positive/negative clock edge.  
-\item Minimun Cycle Time - time inbetween subsequent memory operations.
-\item Memory Read Time - time from negative clock edge until valid data appears on the data bus.
-\item Memory Write Time - time from negative clock edge until data has been driven into a memory cell.
-\end{itemize}
-
-\subsection{SRAM Operation}
-\label{operation}
-
-\begin{figure}[tb]
-\centering
-\includegraphics[scale=.85]{./figs/timing_read.pdf}
-\caption{Timing diagram for read operation showing the setup, hold, and read times.}
-\label{fig:read}
-\end{figure}
-
-Read Operation:
-\begin{enumerate}
-\setlength{\itemsep}{0pt}
- \item Before the clock transition (low to high) that initiates the read operation:
-  \begin{enumerate}
-	\item The chip must be selected (CSb low).
-	\item The WEb must be high (read). 
-	\item The row and column addresses must be applied to the address input pins (ADDR).
-	\item OEb should be selected (OEb low).
-   \end{enumerate}
- \item On the rising edge of the clock (CLK):
-   \begin{enumerate}
-	\item The control signals and address are latched into flip-flops and the read cycle begins. 
-	\item The precharging of the bit lines starts.  
-	\item The address bits become available for the decoder and column mux, which select the row and columns that we want to read from.
-   \end{enumerate}
- \item On the falling edge of the clock (CLK):
-   \begin{enumerate}
-        \item Word line is driven onto the bitlines, the value stored in the memory cells pulls down one of the bitlines (bl if a 0 is stored, br if a 1 is stored).
-	\item s\_en enables the sense amplifier which senses the voltage difference of the bit lines, produces the output and keeps the value in its latch circuitry.
-	\item Tri-gate drives (tri\_en and tri\_en\_bar) the output data on data bus. Data remains valid on the data bus for a complete clock cycle.
-   \end{enumerate}
-\end{enumerate}
-
-
-\begin{figure}[tb]
-\centering
-\includegraphics[scale=.9]{./figs/timing_write.pdf}
-\caption{Timing diagram for write operation showing the setup, hold, and write times.}
-\label{fig:write}
-\end{figure}
-
-
-
-Write Operation:
-\begin{enumerate}
-\setlength{\itemsep}{0pt}
- \item Before the clock transition (low to high) that initiates the write operation:
-  \begin{enumerate}
-	\item The chip must be selected (CSb low).
-	\item The WEb must be low to enable the data input tristates.
-	\item The row and column addresses must be applied to the address input pins (ADDR).
-	\item OEb must be high (no output is available and sense amp disabled)
-  \end{enumerate}
- \item On the rising edge of the clock (CLK):
-   \begin{enumerate}
-	\item OEb stays high (no output is available and sense amp disabled)
-	\item The inputs addresses are latched into flip-flops, precharging starts, and the write operation begins.
-	\item The address bits become available for the decoder and column mux, which select the row and columns that we want to write to.
-  \end{enumerate}	         
- \item On the falling edge of the clock (CLK):
-   \begin{enumerate}
-	\item The data to be written must be applied to DATA and latched into flip-flops.
-	\item w\_en enables the write driver, which drives the data input through the column mux and into the selected memory cells.  The write delay is the time from the negative clock edge until the data value is stored in the memory cell on node X.
-   \end{enumerate}
-\end{enumerate}
-
-
-\subsection{Zero Bus Turnaround (ZBT)}
-\label{sec:ZBT}
-
-In timing of SRAM, during a read operation, data should be available after the clock edge while 
-during a write, data should be set up before the clock edge. Due to this issue a wait state (dead cycle) is neccessary when SRAM switches 
-from read mode to write mode. 
-To avoide dead cycles in SRAM timing which slow down the operation and degrade the performance of SRAM, Zero Bus turnaround (ZBT) technique is used.
-Using ZBT, during a write, data is set up after positive clock edge and before negative clock edge and input data is latched in negative edge flip-flops. 
-Using ZBT, we will get a higher memory throughput and there is no waite states.
-Figure~\ref{fig:write} shows the correct timing for input signals during the write opertion to avoide the wait states. 
-Figure~\ref{fig:ZBT} shows how a write cycle is followed by a read cycle with no wait state through using ZBT.
-Input address bits should be ready before positive edge to be loaded to positive edge flip-flops. Output data is ready to be loaded to data-bus during seconde half of cycle (after negative edge of clock) and 
-input data should be ready before negative edge of clock to be loaded in negative edge  flip-flops.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=0.9]{./figs/ZBT.pdf}
-\caption{(a) Zero Bus Turnaround timing.}
-\label{fig:ZBT}
-\end{figure}
-
-
-\subsection{Control Logic}
-\label{sec:control}
-
-
-
-The control circuitry ensures that the SRAM operates as intended during a read or write cycle by enabling the necessary structures in the SRAM. 
-As shown in Figure~\ref{fig:control}, the control logic takes three active low signals as inputs: chip select bar ($CSb$), 
-output enable bar ($OEb$), and write enable bar ($WEb$). $CSb$ enables the entire SRAM chip. 
-When $CSb$ is low, the appropriate control signals are generated and sent to the architecture blocks.  
-Conversely, if $CSb$ is high then no control signals are generated and SRAM is turned off or disabled. 
-The $OEb$ signal signifies a read operation; while it is low the value seen on the data bus will be an output from the memory. 
-Similarly, the $WEb$ signal signifies a write operation. All of the input control signals are latched with master-slave flip-flops, 
-ensuring that the control signal stays valid for the entire operation cycle. The control signal flip-flops use the normal clock to generate 
-local signals used to enable or disable structures based on the operation. Address flip-flops are combined with global clock as well. 
-In a standard write SRAM, switching from a read to a write operation results in a dead cycle. To avoid this dead cycle, Data flip-flops are 
-latched with $clk\_bar$ in order to have a Zero Bus Turnaround (ZBT) memory. More details on ZBT timing are outlined in Section~\ref{sec:ZBT}. 
-After all control signals are latched, they are ANDED with the $clk\_bar$ because the read/write circuitries should only be enabled after the precharging of 
-the bitlines had ended on the negative edge of the clock. The $w\_en$ signal enables the write driver during a write to the memory .The $s\_en$ signal 
-is generated using a Replica Bitline ($RBL$) to enable the sense amplifier during a read operation. Details on $RBL$ architecture are outlined in section~\ref{sec:RBL}. 
-$tri\_en$ and $tri\_en\_bar$ enable the tristates during read in order to drive the outputs onto the data bus. 
-Table~\ref{table:control} shows the truth table for the control logic. The $s\_en$ signal to enable the sense amplifier is 
-true when $(CS  .  OE  .  Clk\_bar)$ is true. Similarly, write driver enable signal, $w\_en$, is true when $(CS  .  WE .  clk\_bar)$ is true.  
-$tri\_en$ and $tri\_en\_bar$ are true when $\neg(OEb\_bar  |  clk)$ and $\neg(OEb  .  clk\_bar)$ are true, respectively.
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=1]{./figs/control_logic.pdf}
-\caption{(a) Control Logic diagram and (b) Replica Bitline Schematic.}
-\label{fig:control}
-\end{figure}
-
-
-
-\begin{table}[h!] 
-  \begin{center}
-    \begin{tabular}{| c | c | c | c | c | c | c |}
-    \hline
-    Operation & \multicolumn{3}{|c|}{Inputs} & \multicolumn{3}{|c|}{Outputs}\\ \hline
-     & CSb & OEb & WEb & s\_en & w\_en & tri\_en\\ \hline
-    READ & 0 & 0 & 1 & 1 & 0 & 1\\ \hline
-    WRITE & 0 & 1 & 0 & 0 & 1 & 0\\ \hline
-    \end{tabular}
-  \end{center}
-  \caption{Generation of control signals.}
-  \label{table:control}
-\end{table}
-	 
-	 
-\subsection{Replica Bitline Delay}
-\label{sec:RBL}
-
-
-	 
-In SRAM read operation, discharging the bitline is the most time consuming procedure. 
-Generally, sense amplifier amplifies the small voltage difference on the bitlines at the proper sense timing, 
-to realize high-speed operation. Therefore, the timing for sense amplifier ($s\_en$) is extremely important for the high speed and low power SRAM. 
-If the $s\_en$ arrives early before the bitline difference reaches the sense amplifier input transistors offset voltage, 
-a read functional failure may occur. Contrarily, a late-arrived $s\_en$ would consume more unnecessary time, thereby wasting the power. 
-The conventional way of generating $s\_en$ signal is to use a replica bitline ($RBL$). $RBL$ as shown in ~\ref{fig:RBL} consists of a column of SRAM cells (dummy cells), 
-which track the random process variation in array. $RBL$ is presented for matching the delay of the activation of the 
-sense amplifier with the delay of the propagation of the required voltage swing at the bitlines. 
-In $RBL$ technique, delay driven memory cell in control path is same as read path. Therefore the 
-delay shift of control path according to the Process, Voltage and Temperature (PVT) variation is same ratio as that of read path. 
-The $RBL$ technique attains self-timed tracking with optimal $s\_en$ timing according to PVT variation. 
-Using replica circuits, the variation on the delay of the sense amp activation and bitline swing is minimized.
-
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=.9]{./figs/replica_bitline.pdf}
-\caption{Replica Bitline Schematic}
-\label{fig:RBL}
-\end{figure}
- 
-$RBL$ technique uses a Replica Cell ($RC$) driving a short bitline signal. The short bitline\'s capacitance is set to be a 
-fraction of the main bitline capacitance (e.g. one tenth). This fraction is determined by the required bitline swing 
-(bitline voltages larger than offset voltage at input transistors of sense amplifier) for proper sensing. So in SRAM, an 
-extra column block is converted into the replica column whose capacitance is the desired fraction of the main bitline. 
-Therefore, its capacitance ratio to the main bitlines is set purely by the ratio of the geometric lengths (e.g. one tenth). 
-The $RC$ is hard wired to store a zero such that it will discharge the $RBL$ once it is accessed. 
-Because of its similarity with the actual memory cell (in terms of design and fabrication) the delay of $RBL$ tracks the delay of 
-real bitlines very well and can be made roughly equal.  Figure ~\ref{fig:RC} shows the schematic of the 6T replica cell. 
-The timing for $s\_en$ is generated as follows. At first, the $RBL$ and the normal bitlines are precharged to VDD. 
-Next, selected memory cells and $RC$ are activated.  $RC$ draws the current from the $RBL$ and normal bitlines are 
-also discharged through the accessed cell. Discharged swing on $RBL$ is inverted and then buffered to generate the signal to enable the sense amplifier.
-
-	  
-\begin{figure}[h!]
-\centering
-\includegraphics[scale=1]{./figs/replica_cell.pdf}
-\caption{Replica Bitline Schematic}
-\label{fig:RC}
-\end{figure}
-
-
-
-
-\subsection{Timing and Power Characterizer}
-\label{characterizer}
-
-The section will provide an explanantion of the characterizer that will generete spice stimuli for the top-level SRAM and perform spice timing simulations to determine the memory setup\&hold times, the write delay, and read delay.  It will also provide a spice power estimate.  
-
diff --git a/docs/unittests.tex b/docs/unittests.tex
deleted file mode 100644
index 180e9b6a..00000000
--- a/docs/unittests.tex
+++ /dev/null
@@ -1,100 +0,0 @@
-\section{Unit Tests}
-\label{sec:unittests}
-
-OpenRAM comes with a unit testing framework based on the Python
-unittest framework. Since OpenRAM is technology independent, these
-unit tests can be run in any technology to verify that the technology
-is properly ported. By default, FreePDK45 is supported.
-
-The unit tests consist of the following tests that test each module/sub-block of OpenRAM:
-\begin{itemize}
-\item \verb|00_code_format_check__test.py| - Checks the format of the codes. returns error if finds $TAB$ in codes. 
-\item \verb|01_library_drc_test.py| - DRC of library cells in technology \verb|gds_lib|
-\item \verb|02_library_lvs_test.py| - LVS of library cells in technology \verb|gds_lib| and \verb|sp_lib| %(names must correspond with different extensions)
-\item \verb|03_contact_test.py| - Test contacts/vias of different layers
-\item \verb|03_path_test.py| - Test different types of paths based off of the wire module
-\item \verb|03_ptx_test.py| - Test various sizes/fingers of PMOS and NMOS parameterized transistors
-\item \verb|03_wire_test.py| - Test different types of wires with different layers
-\item \verb|04_pinv_test.py|	- Test various sizes of parameterized inverter
-\item \verb|04_nand_2_test.py|	- Test various sizes of parameterized nand2
-\item \verb|04_nand_3_test.py|	- Test various sizes of parameterized nand3
-\item \verb|04_nor_2_test.py|	- Test various sizes of parameterized nor2
-\item \verb|04_wordline_driver_test.py|	- Test a wordline\_driver array.
-\item \verb|05_array_test.py| - Test a small bit-cell array
-\item \verb|06_nand_decoder_test.py|	- Test a dynamic NAND address decoder
-\item \verb|06_hierarchical_decoder_test.py|	- Test a dynamic hierarchical address decoder
-\item \verb|07_tree_column_mux_test.py| - Test a small tree column mux.
-\item \verb|07_single_level_column_mux_test.py| - Test a small single level column mux.
-\item \verb|08_precharge_test.py| - Test a dynamically generated precharge array
-\item \verb|09_sense_amp_test.py| - Test a sense amplifier array
-\item \verb|10_write_driver_test.py| - Test a write driver array
-\item \verb|11_ms_flop_array_test.py| - Test a MS\_FF array 
-\item \verb|13_control_logic_test.py| - Test the control logic module
-\item \verb|14_delay_chain_test.py| - Test a delay chain array
-\item \verb|15_tri_gate_array_test.py| - Test a tri-gate array
-\item \verb|16_replica_bitline_test.py| - Test a replica bitline
-\item \verb|19_bank_test.py| - Test a bank
-\item \verb|20_sram_test.py| - Test a complete small SRAM
-\item \verb|21_timing_sram_test.py| - Test timing of  SRAM
-\item \verb|22_sram_func_test.py| - Test functionality of SRAM
-\end {itemize}
-
-Each unit test instantiates a small component and performs DRC/LVS. Automatic DRC/LVS inside OpenRAM is disabled so that Python unittest assertions can be used to track failures, errors, and successful tests as follows:
-\begin{verbatim}
-        self.assertFalse(calibre.run_drc(a.cell_name,tempgds))
-        self.assertFalse(calibre.run_lvs(a.cell_name,tempgds,tempspice))
-\end{verbatim}
-Each of these assertions will trigger a test failure. If there are
-problems with interpreting modified code due to syntax errors, the
-unit test framework will not capture this and it will result in an
-Error. 
-
-\subsection{Usage}
-
-A regression script is provided to check all of the unit tests by running:
-\begin{verbatim}
-python tests/regress.py
-\end{verbatim}
-from the compiler directory located at: "OpenRAM/trunk/compiler/". Each individual test can be run by running:
-\begin{verbatim}
-python tests/{unit-test file}
-e.g. python tests/05_array_test.py
-\end{verbatim}
-from the compiler directory located at: "openram/trunk/compiler/". As an example, the unit tests all
-complete and provide the following output except for the final
-\verb|20_sram_test| which has 2 DRC violations:
-\begin{verbatim}
-[trunk/compiler]$ python tests/regress.py
-runTest (01_library_drc_test.library_drc_test) ... ok
-runTest (02_library_lvs_test.library_lvs_test) ... ok
-runTest (03_contact_test.contact_test) ... ok
-runTest (03_path_test.path_test) ... ok
-runTest (03_ptx_test.ptx_test) ... ok
-runTest (03_wire_test.wire_test) ... ok
-runTest (04_pinv_test.pinv_test) ... ok
-runTest (04_nand_2_test.nand_2_test) ... ok
-runTest (04_nand_3_test.nand_3_test) ... ok
-runTest (04_nor_2_test.nor_2_test) ... ok
-runTest (04_wordline_driver_test.wordline_driver_test) ... ok
-runTest (05_array_test.array_test) ... ok
-runTest (06_hierdecoder_test.hierdecoder_test) ... ok
-runTest (07_single_level_column_mux_test.single_level_column_mux_test) ... ok
-runTest (08_precharge_test.precharge_test) ... ok
-runTest (09_sense_amp_test.sense_amp_test) ... ok
-runTest (10_write_driver_test.write_driver_test) ... ok
-runTest (11_ms_flop_array_test.ms_flop_test) ... ok
-runTest (13_control_logic_test.control_logic_test) ... ok
-runTest (14_delay_chain_test.delay_chain_test) ... ok
-runTest (15_tri_gate_array_test.tri_gate_array_test) ... ok
-runTest (19_bank_test.bank_test) ... ok
-runTest (20_sram_test.sram_test) ... ok  
-\end{verbatim}
-
-If there are any DRC/LVS violations during the test, all the summary,output,and error files
-will be generated in the technology directory's "openram\_temp" folder. One would view those
-files to determine the cause of the DRC/LVS violations.
-
-More information on the Python unittest framework is available at\\
-\begin{center}
-\url{http://docs.python.org/2/library/unittest.html}.
-\end{center}

From 6d3a29328c348bf0caa54b3461c396e00e501464 Mon Sep 17 00:00:00 2001
From: Jennifer Eve Sowash <jsowash@mada0.soe.ucsc.edu>
Date: Wed, 20 Feb 2019 12:59:40 -0800
Subject: [PATCH 48/77] Fixed a bug with corner_name in lib.py remaining
 static.

---
 compiler/characterizer/lib.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 156481ce..ae6a2e52 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -83,9 +83,11 @@ class lib:
             (self.process, self.voltage, self.temperature) = self.corner
             self.lib = open(lib_name, "w")
             debug.info(1,"Writing to {0}".format(lib_name))
+            self.corner_name = lib_name.replace(self.out_dir,"").replace(".lib","")
             self.characterize()
             self.lib.close()
             self.parse_info(self.corner,lib_name)
+    
     def characterize(self):
         """ Characterize the current corner. """
 

From bb408d0a4559d7437f7b005d266af4b833ffd261 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Thu, 21 Feb 2019 10:23:30 -0800
Subject: [PATCH 49/77] Add missing / in output path for log

---
 compiler/debug.py | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/compiler/debug.py b/compiler/debug.py
index b7819bcc..9ce1bf3f 100644
--- a/compiler/debug.py
+++ b/compiler/debug.py
@@ -50,6 +50,14 @@ def print_raw(str):
 def log(str):
     if globals.OPTS.output_name != '':
         if log.create_file:
+            # We may have not yet read the config, so we need to ensure
+            # it ends with a /
+            # This is also done in read_config if we change the path
+            # FIXME: There's actually a bug here. The first few lines
+            # could be in one log file and after read_config it could be
+            # in another log file if the path or name changes.
+            if not globals.OPTS.output_path.endswith('/'):
+                globals.OPTS.output_path += "/"
             compile_log = open(globals.OPTS.output_path +
                                globals.OPTS.output_name + '.log', "w+")
             log.create_file = 0

From d043c7227736109792ef3a4b378fe758dd196849 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Thu, 21 Feb 2019 11:16:21 -0800
Subject: [PATCH 50/77] Fix temp name error in openram.py

---
 compiler/base/hierarchy_design.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/compiler/base/hierarchy_design.py b/compiler/base/hierarchy_design.py
index 7f30fb1c..75f50f9f 100644
--- a/compiler/base/hierarchy_design.py
+++ b/compiler/base/hierarchy_design.py
@@ -73,8 +73,8 @@ class hierarchy_design(hierarchy_spice.spice, hierarchy_layout.layout):
 
             global total_drc_errors
             global total_lvs_errors
-            tempspice = OPTS.openram_temp + "/temp.sp"
-            tempgds = OPTS.openram_temp + "/temp.gds"
+            tempspice = "{0}/{1}.sp".format(OPTS.openram_temp,self.name)
+            tempgds = "{0}/{1}.gds".format(OPTS.openram_temp,self.name)
             self.sp_write(tempspice)
             self.gds_write(tempgds)
 

From b4f1d53a1b19b744d2372e70960310a0c84025ef Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Fri, 22 Feb 2019 06:46:28 -0800
Subject: [PATCH 51/77] fixed DRC datasheet error

---
 compiler/datasheet/datasheet.py     | 2 +-
 compiler/datasheet/datasheet_gen.py | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/compiler/datasheet/datasheet.py b/compiler/datasheet/datasheet.py
index 4b5cb741..c5e45ffb 100644
--- a/compiler/datasheet/datasheet.py
+++ b/compiler/datasheet/datasheet.py
@@ -62,7 +62,7 @@ class datasheet():
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Timing Data</p>'
         model = ''
         if self.ANALYTICAL_MODEL:
-            model = "analytical model: results may not be percise"
+            model = "analytical model: results may not be precise"
         else:
             model = "spice characterizer"
         # display timing data
diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index 1644df5f..d510bfa5 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -105,16 +105,16 @@ def parse_characterizer_csv(f, pages):
 
             DATETIME = row[col]
             col += 1
+          
+            ANALYTICAL_MODEL = row[col]
+            col += 1
 
             DRC = row[col]
             col += 1
 
             LVS = row[col]
             col += 1
-
-            ANALYTICAL_MODEL = row[col]
-            col += 1
-
+ 
             AREA = row[col]
             col += 1
 

From 0cabee060d8625c10357c474d5c0078b6d45fefa Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Fri, 22 Feb 2019 06:57:54 -0800
Subject: [PATCH 52/77] fixed area rounding

---
 compiler/datasheet/datasheet_gen.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/datasheet/datasheet_gen.py b/compiler/datasheet/datasheet_gen.py
index d510bfa5..3b4fe2ac 100644
--- a/compiler/datasheet/datasheet_gen.py
+++ b/compiler/datasheet/datasheet_gen.py
@@ -615,7 +615,7 @@ def parse_characterizer_csv(f, pages):
                 new_sheet.io_table.add_row(['NUM_R_PORTS', NUM_R_PORTS])
                 new_sheet.io_table.add_row(['NUM_W_PORTS', NUM_W_PORTS])
                 new_sheet.io_table.add_row(
-                    ['Area (&microm<sup>2</sup>)', AREA])
+                    ['Area (&microm<sup>2</sup>)', str(round(float(AREA)))])
 
 
 class datasheet_gen():

From ff0925459052ad11e2a51d60259eaa936c20f196 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Fri, 22 Feb 2019 08:19:54 -0800
Subject: [PATCH 53/77] fixed analytical flag

---
 compiler/datasheet/datasheet.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/datasheet/datasheet.py b/compiler/datasheet/datasheet.py
index c5e45ffb..2847b2fe 100644
--- a/compiler/datasheet/datasheet.py
+++ b/compiler/datasheet/datasheet.py
@@ -61,7 +61,7 @@ class datasheet():
         # check if analytical model is being used
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Timing Data</p>'
         model = ''
-        if self.ANALYTICAL_MODEL:
+        if self.ANALYTICAL_MODEL == 'True':
             model = "analytical model: results may not be precise"
         else:
             model = "spice characterizer"

From 9459839c066cafda356fddeb1248da2aebffe34f Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Fri, 22 Feb 2019 14:38:00 -0800
Subject: [PATCH 54/77] Clean up output file names for lvs. Update lvs script
 in magic.

---
 README.md                          |  4 +++-
 compiler/base/hierarchy_design.py  |  4 ++--
 compiler/tests/04_pbitcell_test.py |  2 +-
 compiler/tests/testutils.py        | 11 +++++-----
 compiler/verify/magic.py           | 35 ++++++++++++++++++++++++------
 5 files changed, 40 insertions(+), 16 deletions(-)

diff --git a/README.md b/README.md
index aa5a1705..d97356a4 100644
--- a/README.md
+++ b/README.md
@@ -42,10 +42,12 @@ The OpenRAM compiler has very few dependencies:
 + [Ngspice] 26 (or later) or HSpice I-2013.12-1 (or later) or CustomSim 2017 (or later)
 + Python 3.5 or higher
 + Python numpy (pip3 install numpy to install)
++ Python scipy (pip3 install scipy to install)
 
 If you want to perform DRC and LVS, you will need either:
 + Calibre (for [FreePDK45])
-+ [Magic] + [Netgen] (for [SCMOS])
++ [Magic] 8.2.79 or higher (for [SCMOS])
++ [Netgen] 1.5 (for [SCMOS])
 
 You must set two environment variables: 
 + OPENRAM\_HOME should point to the compiler source directory. 
diff --git a/compiler/base/hierarchy_design.py b/compiler/base/hierarchy_design.py
index 7f30fb1c..fab5ea28 100644
--- a/compiler/base/hierarchy_design.py
+++ b/compiler/base/hierarchy_design.py
@@ -73,8 +73,8 @@ class hierarchy_design(hierarchy_spice.spice, hierarchy_layout.layout):
 
             global total_drc_errors
             global total_lvs_errors
-            tempspice = OPTS.openram_temp + "/temp.sp"
-            tempgds = OPTS.openram_temp + "/temp.gds"
+            tempspice = OPTS.openram_temp + "/{}.sp".format(self.name)
+            tempgds = OPTS.openram_temp + "/{}.gds".format(self.name)
             self.sp_write(tempspice)
             self.gds_write(tempgds)
 
diff --git a/compiler/tests/04_pbitcell_test.py b/compiler/tests/04_pbitcell_test.py
index 96e6bba8..c78b3284 100755
--- a/compiler/tests/04_pbitcell_test.py
+++ b/compiler/tests/04_pbitcell_test.py
@@ -26,7 +26,7 @@ class pbitcell_test(openram_test):
         debug.info(2, "Bitcell with 1 of each port: read/write, write, and read")
         tx = pbitcell(name="pbc")
         self.local_check(tx)
-        
+
         OPTS.num_rw_ports=0
         OPTS.num_w_ports=1
         OPTS.num_r_ports=1
diff --git a/compiler/tests/testutils.py b/compiler/tests/testutils.py
index 4340bce6..799c223e 100755
--- a/compiler/tests/testutils.py
+++ b/compiler/tests/testutils.py
@@ -13,7 +13,7 @@ class openram_test(unittest.TestCase):
 
         self.reset()
 
-        tempgds = OPTS.openram_temp + "temp.gds"
+        tempgds = "{0}{1}.gds".format(OPTS.openram_temp,w.name)
         w.gds_write(tempgds)
         import verify
 
@@ -28,8 +28,8 @@ class openram_test(unittest.TestCase):
 
         self.reset()
         
-        tempspice = OPTS.openram_temp + "temp.sp"
-        tempgds = OPTS.openram_temp + "temp.gds"
+        tempspice = "{0}{1}.sp".format(OPTS.openram_temp,a.name)
+        tempgds = "{0}{1}.gds".format(OPTS.openram_temp,a.name)
 
         a.sp_write(tempspice)
         # cannot write gds in netlist_only mode
@@ -37,7 +37,7 @@ class openram_test(unittest.TestCase):
             a.gds_write(tempgds)
 
             import verify
-            result=verify.run_drc(a.name, tempgds)
+            result=verify.run_drc(a.name, tempgds, extract=True, final_verification=final_verification)
             if result != 0:
                 #zip_file = "/tmp/{0}_{1}".format(a.name,os.getpid())
                 #debug.info(0,"Archiving failed files to {}.zip".format(zip_file))
@@ -45,7 +45,7 @@ class openram_test(unittest.TestCase):
                 self.fail("DRC failed: {}".format(a.name))
 
             
-            result=verify.run_lvs(a.name, tempgds, tempspice, final_verification)
+            result=verify.run_lvs(a.name, tempgds, tempspice, final_verification=final_verification)
             if result != 0:
                 #zip_file = "/tmp/{0}_{1}".format(a.name,os.getpid())
                 #debug.info(0,"Archiving failed files to {}.zip".format(zip_file))
@@ -54,6 +54,7 @@ class openram_test(unittest.TestCase):
 
         if OPTS.purge_temp:
             self.cleanup()
+            
 
     def find_feasible_test_period(self, delay_obj, sram, load, slew):
         """Creates a delay simulation to determine a feasible period for the functional tests to run.
diff --git a/compiler/verify/magic.py b/compiler/verify/magic.py
index 0af8e5ef..5b4e8e3f 100644
--- a/compiler/verify/magic.py
+++ b/compiler/verify/magic.py
@@ -45,7 +45,10 @@ def write_magic_script(cell_name, gds_name, extract=False, final_verification=Fa
     #f.write("load {}_new\n".format(cell_name))
     #f.write("cellname rename {0}_new {0}\n".format(cell_name))
     #f.write("load {}\n".format(cell_name))
+    f.write("cellname delete \(UNNAMED\)\n")
     f.write("writeall force\n")
+    f.write("select top cell\n")
+    f.write("expand\n")
     f.write("drc check\n")
     f.write("drc catchup\n")
     f.write("drc count total\n")
@@ -55,14 +58,27 @@ def write_magic_script(cell_name, gds_name, extract=False, final_verification=Fa
     else:
         pre = ""
     if final_verification:
-        f.write(pre+"extract unique\n")
-    f.write(pre+"extract\n")
-    f.write(pre+"ext2spice hierarchy on\n")        
+        f.write(pre+"extract unique\n".format(cell_name))
+    else:
+        f.write(pre+"extract\n".format(cell_name))
+    #f.write(pre+"ext2spice hierarchy on\n")        
+    #f.write(pre+"ext2spice scale off\n")
+    # lvs exists in 8.2.79, but be backword compatible for now
+    #f.write(pre+"ext2spice lvs\n")
+    f.write(pre+"ext2spice hierarchy on\n")
+    f.write(pre+"ext2spice format ngspice\n")
+    f.write(pre+"ext2spice cthresh infinite\n")
+    f.write(pre+"ext2spice rthresh infinite\n")
+    f.write(pre+"ext2spice renumber off\n")
     f.write(pre+"ext2spice scale off\n")
+    f.write(pre+"ext2spice blackbox on\n")
+    f.write(pre+"ext2spice subcircuit top auto\n")
+    f.write(pre+"ext2spice global off\n")
+    
     # Can choose hspice, ngspice, or spice3,
     # but they all seem compatible enough.
     #f.write(pre+"ext2spice format ngspice\n")
-    f.write(pre+"ext2spice\n")
+    f.write(pre+"ext2spice {}\n".format(cell_name))
     f.write("quit -noprompt\n")
     f.write("EOF\n")
         
@@ -136,8 +152,9 @@ def run_drc(cell_name, gds_name, extract=True, final_verification=False):
     # etc.
     try:
         f = open(outfile, "r")
-    except:
-        debug.error("Unable to retrieve DRC results file. Is magic set up?",1)
+    except FileNotFoundError:
+        debug.error("Unable to load DRC results file from {}. Is magic set up?".format(outfile),1)
+        
     results = f.readlines()
     f.close()
     errors=1
@@ -189,7 +206,11 @@ def run_lvs(cell_name, gds_name, sp_name, final_verification=False):
     total_errors = 0
     
     # check the result for these lines in the summary:
-    f = open(resultsfile, "r")
+    try:
+        f = open(resultsfile, "r")
+    except FileNotFoundError:
+        debug.error("Unable to load LVS results from {}".format(resultsfile),1)
+                    
     results = f.readlines()
     f.close()
     # Look for the results after the final "Subcircuit summary:"

From 583dc4410b7bae2c9b563214850bfb5423838e78 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Fri, 22 Feb 2019 16:22:27 -0800
Subject: [PATCH 55/77] Revert bus bits back into pins

---
 compiler/characterizer/lib.py                               | 6 +++---
 compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C.lib | 6 +++---
 .../tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C.lib     | 6 +++---
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 9c4e0cf0..00b39af5 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -327,7 +327,7 @@ class lib:
         self.lib.write("        }\n")
         
 
-        self.lib.write("        pin(DOUT{}){{\n".format(read_port))
+        self.lib.write("        pin(DOUT{0}[{1}:0]){{\n".format(read_port,self.sram.word_size-1))
         self.lib.write("        timing(){ \n")
         self.lib.write("            timing_sense : non_unate; \n")
         self.lib.write("            related_pin : \"clk{0}\"; \n".format(read_port))
@@ -360,7 +360,7 @@ class lib:
         self.lib.write("            address : ADDR{0}; \n".format(write_port))
         self.lib.write("            clocked_on  : clk{0}; \n".format(write_port))
         self.lib.write("        }\n") 
-        self.lib.write("        pin(DIN{}){{\n".format(write_port))
+        self.lib.write("        pin(DIN{0}[{1}:0]){{\n".format(write_port,self.sram.word_size-1))
         self.write_FF_setuphold(write_port)
         self.lib.write("        }\n") # pin  
         self.lib.write("    }\n") #bus
@@ -380,7 +380,7 @@ class lib:
         self.lib.write("        direction  : input; \n")
         self.lib.write("        capacitance : {0};  \n".format(tech.spice["dff_in_cap"]))
         self.lib.write("        max_transition       : {0};\n".format(self.slews[-1]))
-        self.lib.write("        pin(ADDR{})".format(port))
+        self.lib.write("        pin(ADDR{0}[{1}:0])".format(port,self.sram.addr_size-1))
         self.lib.write("{\n")
         
         self.write_FF_setuphold(port)
diff --git a/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C.lib b/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C.lib
index fc8d2be3..0939b4bb 100644
--- a/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C.lib
+++ b/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C.lib
@@ -93,7 +93,7 @@ cell (sram_2_16_1_freepdk45){
             address : ADDR0; 
             clocked_on  : clk0; 
         }
-        pin(DIN0){
+        pin(DIN0[1:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
@@ -132,7 +132,7 @@ cell (sram_2_16_1_freepdk45){
         memory_read(){ 
             address : ADDR0; 
         }
-        pin(DOUT0){
+        pin(DOUT0[1:0]){
         timing(){ 
             timing_sense : non_unate; 
             related_pin : "clk0"; 
@@ -166,7 +166,7 @@ cell (sram_2_16_1_freepdk45){
         direction  : input; 
         capacitance : 0.2091;  
         max_transition       : 0.04;
-        pin(ADDR0){
+        pin(ADDR0[3:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
diff --git a/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C.lib b/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C.lib
index d6fc30aa..f8a337d3 100644
--- a/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C.lib
+++ b/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C.lib
@@ -93,7 +93,7 @@ cell (sram_2_16_1_scn4m_subm){
             address : ADDR0; 
             clocked_on  : clk0; 
         }
-        pin(DIN0){
+        pin(DIN0[1:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
@@ -132,7 +132,7 @@ cell (sram_2_16_1_scn4m_subm){
         memory_read(){ 
             address : ADDR0; 
         }
-        pin(DOUT0){
+        pin(DOUT0[1:0]){
         timing(){ 
             timing_sense : non_unate; 
             related_pin : "clk0"; 
@@ -166,7 +166,7 @@ cell (sram_2_16_1_scn4m_subm){
         direction  : input; 
         capacitance : 9.8242;  
         max_transition       : 0.4;
-        pin(ADDR0){
+        pin(ADDR0[3:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 

From 599e5457a00ebc54ba6693f79b7cde2477b5841f Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Fri, 22 Feb 2019 17:40:49 -0800
Subject: [PATCH 56/77] Fix all libs to have pin indices

---
 .../golden/sram_2_16_1_freepdk45_TT_1p0V_25C_analytical.lib | 6 +++---
 .../golden/sram_2_16_1_freepdk45_TT_1p0V_25C_pruned.lib     | 6 +++---
 .../sram_2_16_1_scn4m_subm_TT_5p0V_25C_analytical.lib       | 6 +++---
 .../golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_pruned.lib    | 6 +++---
 4 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_analytical.lib b/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_analytical.lib
index afb22057..a06ff5b5 100644
--- a/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_analytical.lib
+++ b/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_analytical.lib
@@ -93,7 +93,7 @@ cell (sram_2_16_1_freepdk45){
             address : ADDR0; 
             clocked_on  : clk0; 
         }
-        pin(DIN0){
+        pin(DIN0[1:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
@@ -132,7 +132,7 @@ cell (sram_2_16_1_freepdk45){
         memory_read(){ 
             address : ADDR0; 
         }
-        pin(DOUT0){
+        pin(DOUT0[1:0]){
         timing(){ 
             timing_sense : non_unate; 
             related_pin : "clk0"; 
@@ -166,7 +166,7 @@ cell (sram_2_16_1_freepdk45){
         direction  : input; 
         capacitance : 0.2091;  
         max_transition       : 0.04;
-        pin(ADDR0){
+        pin(ADDR0[3:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
diff --git a/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_pruned.lib b/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_pruned.lib
index b20f10be..d7d7de7e 100644
--- a/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_pruned.lib
+++ b/compiler/tests/golden/sram_2_16_1_freepdk45_TT_1p0V_25C_pruned.lib
@@ -93,7 +93,7 @@ cell (sram_2_16_1_freepdk45){
             address : ADDR0; 
             clocked_on  : clk0; 
         }
-        pin(DIN0){
+        pin(DIN0[1:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
@@ -132,7 +132,7 @@ cell (sram_2_16_1_freepdk45){
         memory_read(){ 
             address : ADDR0; 
         }
-        pin(DOUT0){
+        pin(DOUT0[1:0]){
         timing(){ 
             timing_sense : non_unate; 
             related_pin : "clk0"; 
@@ -166,7 +166,7 @@ cell (sram_2_16_1_freepdk45){
         direction  : input; 
         capacitance : 0.2091;  
         max_transition       : 0.04;
-        pin(ADDR0){
+        pin(ADDR0[3:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
diff --git a/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_analytical.lib b/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_analytical.lib
index 5c56ab1e..72a106ac 100644
--- a/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_analytical.lib
+++ b/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_analytical.lib
@@ -93,7 +93,7 @@ cell (sram_2_16_1_scn4m_subm){
             address : ADDR0; 
             clocked_on  : clk0; 
         }
-        pin(DIN0){
+        pin(DIN0[1:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
@@ -132,7 +132,7 @@ cell (sram_2_16_1_scn4m_subm){
         memory_read(){ 
             address : ADDR0; 
         }
-        pin(DOUT0){
+        pin(DOUT0[1:0]){
         timing(){ 
             timing_sense : non_unate; 
             related_pin : "clk0"; 
@@ -166,7 +166,7 @@ cell (sram_2_16_1_scn4m_subm){
         direction  : input; 
         capacitance : 9.8242;  
         max_transition       : 0.4;
-        pin(ADDR0){
+        pin(ADDR0[3:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
diff --git a/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_pruned.lib b/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_pruned.lib
index 64340a5b..124f80ff 100644
--- a/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_pruned.lib
+++ b/compiler/tests/golden/sram_2_16_1_scn4m_subm_TT_5p0V_25C_pruned.lib
@@ -93,7 +93,7 @@ cell (sram_2_16_1_scn4m_subm){
             address : ADDR0; 
             clocked_on  : clk0; 
         }
-        pin(DIN0){
+        pin(DIN0[1:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 
@@ -132,7 +132,7 @@ cell (sram_2_16_1_scn4m_subm){
         memory_read(){ 
             address : ADDR0; 
         }
-        pin(DOUT0){
+        pin(DOUT0[1:0]){
         timing(){ 
             timing_sense : non_unate; 
             related_pin : "clk0"; 
@@ -166,7 +166,7 @@ cell (sram_2_16_1_scn4m_subm){
         direction  : input; 
         capacitance : 9.8242;  
         max_transition       : 0.4;
-        pin(ADDR0){
+        pin(ADDR0[3:0]){
         timing(){ 
             timing_type : setup_rising; 
             related_pin  : "clk0"; 

From 6c9ae1c6595659f68ad3b15332ac4fb4dfb486f4 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Sun, 24 Feb 2019 07:26:21 -0800
Subject: [PATCH 57/77] Remove temp names in DRC/LVS. Extract unique doesn't
 actually extract.

---
 compiler/base/hierarchy_design.py | 6 +++---
 compiler/verify/magic.py          | 5 ++---
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/compiler/base/hierarchy_design.py b/compiler/base/hierarchy_design.py
index 75f50f9f..1dc052e3 100644
--- a/compiler/base/hierarchy_design.py
+++ b/compiler/base/hierarchy_design.py
@@ -95,7 +95,7 @@ class hierarchy_design(hierarchy_spice.spice, hierarchy_layout.layout):
 
         if (not OPTS.is_unit_test and OPTS.check_lvsdrc and (OPTS.inline_lvsdrc or final_verification)):
             global total_drc_errors
-            tempgds = OPTS.openram_temp + "/temp.gds"
+            tempgds = "{0}/{1}.gds".format(OPTS.openram_temp,self.name)
             self.gds_write(tempgds)
             num_errors = verify.run_drc(self.name, tempgds, final_verification)  
             total_drc_errors += num_errors
@@ -110,8 +110,8 @@ class hierarchy_design(hierarchy_spice.spice, hierarchy_layout.layout):
 
         if (not OPTS.is_unit_test and OPTS.check_lvsdrc and (OPTS.inline_lvsdrc or final_verification)):
             global total_lvs_errors
-            tempspice = OPTS.openram_temp + "/temp.sp"
-            tempgds = OPTS.openram_temp + "/temp.gds"
+            tempspice = "{0}/{1}.sp".format(OPTS.openram_temp,self.name)
+            tempgds = "{0}/{1}.gds".format(OPTS.openram_temp,self.name)
             self.sp_write(tempspice)
             self.gds_write(tempgds)
             num_errors = verify.run_lvs(self.name, tempgds, tempspice, final_verification)
diff --git a/compiler/verify/magic.py b/compiler/verify/magic.py
index 5b4e8e3f..6fe1edf0 100644
--- a/compiler/verify/magic.py
+++ b/compiler/verify/magic.py
@@ -58,9 +58,8 @@ def write_magic_script(cell_name, gds_name, extract=False, final_verification=Fa
     else:
         pre = ""
     if final_verification:
-        f.write(pre+"extract unique\n".format(cell_name))
-    else:
-        f.write(pre+"extract\n".format(cell_name))
+        f.write(pre+"extract unique all\n".format(cell_name))
+    f.write(pre+"extract\n".format(cell_name))
     #f.write(pre+"ext2spice hierarchy on\n")        
     #f.write(pre+"ext2spice scale off\n")
     # lvs exists in 8.2.79, but be backword compatible for now

From 6cdc870091d07f3e6bd633837087684968f2f678 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Sun, 24 Feb 2019 09:54:45 -0800
Subject: [PATCH 58/77] Copy 1rw/1r cell to 1w/1r.

---
 compiler/bitcells/bitcell_1w_1r.py            | 106 ++++++++++++++++++
 compiler/bitcells/replica_bitcell_1w_1r.py    |  32 ++++++
 .../tests/20_sram_1bank_2mux_1w_1r_test.py    |  51 +++++++++
 technology/freepdk45/gds_lib/cell_1w_1r.gds   | Bin 0 -> 16384 bytes
 .../freepdk45/gds_lib/replica_cell_1w_1r.gds  | Bin 0 -> 16384 bytes
 technology/freepdk45/sp_lib/cell_1w_1r.sp     |  14 +++
 technology/scn4m_subm/gds_lib/cell_1w_1r.gds  | Bin 0 -> 8192 bytes
 .../scn4m_subm/gds_lib/replica_cell_1w_1r.gds | Bin 0 -> 8192 bytes
 technology/scn4m_subm/mag_lib/cell_6t.ext     |  41 +++++++
 technology/scn4m_subm/mag_lib/cell_6t.spice   |  15 +++
 .../scn4m_subm/mag_lib/replica_cell_6t.ext    |  35 ++++++
 .../scn4m_subm/mag_lib/replica_cell_6t.spice  |  16 +++
 technology/scn4m_subm/sp_lib/cell_1w_1r.sp    |  14 +++
 technology/scn4m_subm/sp_lib/cell_6t.st0      |  38 +++++++
 .../scn4m_subm/sp_lib/replica_cell_1w_1r.sp   |  14 +++
 15 files changed, 376 insertions(+)
 create mode 100644 compiler/bitcells/bitcell_1w_1r.py
 create mode 100644 compiler/bitcells/replica_bitcell_1w_1r.py
 create mode 100755 compiler/tests/20_sram_1bank_2mux_1w_1r_test.py
 create mode 100644 technology/freepdk45/gds_lib/cell_1w_1r.gds
 create mode 100644 technology/freepdk45/gds_lib/replica_cell_1w_1r.gds
 create mode 100644 technology/freepdk45/sp_lib/cell_1w_1r.sp
 create mode 100644 technology/scn4m_subm/gds_lib/cell_1w_1r.gds
 create mode 100644 technology/scn4m_subm/gds_lib/replica_cell_1w_1r.gds
 create mode 100644 technology/scn4m_subm/mag_lib/cell_6t.ext
 create mode 100644 technology/scn4m_subm/mag_lib/cell_6t.spice
 create mode 100644 technology/scn4m_subm/mag_lib/replica_cell_6t.ext
 create mode 100644 technology/scn4m_subm/mag_lib/replica_cell_6t.spice
 create mode 100644 technology/scn4m_subm/sp_lib/cell_1w_1r.sp
 create mode 100644 technology/scn4m_subm/sp_lib/cell_6t.st0
 create mode 100644 technology/scn4m_subm/sp_lib/replica_cell_1w_1r.sp

diff --git a/compiler/bitcells/bitcell_1w_1r.py b/compiler/bitcells/bitcell_1w_1r.py
new file mode 100644
index 00000000..4df9e813
--- /dev/null
+++ b/compiler/bitcells/bitcell_1w_1r.py
@@ -0,0 +1,106 @@
+import design
+import debug
+import utils
+from tech import GDS,layer,parameter,drc
+
+class bitcell_1w_1r(design.design):
+    """
+    A single bit cell (6T, 8T, etc.)  This module implements the
+    single memory cell used in the design. It is a hand-made cell, so
+    the layout and netlist should be available in the technology
+    library.
+    """
+
+    pin_names = ["bl0", "br0", "bl1", "br1", "wl0", "wl1", "vdd", "gnd"]
+    (width,height) = utils.get_libcell_size("cell_1w_1r", GDS["unit"], layer["boundary"])
+    pin_map = utils.get_libcell_pins(pin_names, "cell_1w_1r", GDS["unit"])
+
+    def __init__(self, name=""):
+        # Ignore the name argument
+        design.design.__init__(self, "cell_1w_1r")
+        debug.info(2, "Create bitcell with 1W and 1R Port")
+
+        self.width = bitcell_1w_1r.width
+        self.height = bitcell_1w_1r.height
+        self.pin_map = bitcell_1w_1r.pin_map
+
+    def analytical_delay(self, slew, load=0, swing = 0.5):
+        # delay of bit cell is not like a driver(from WL)
+        # so the slew used should be 0
+        # it should not be slew dependent?
+        # because the value is there
+        # the delay is only over half transsmission gate
+        from tech import spice
+        r = spice["min_tx_r"]*3
+        c_para = spice["min_tx_drain_c"]
+        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew, swing = swing)
+        return result
+   
+ 
+    def list_bitcell_pins(self, col, row):
+        """ Creates a list of connections in the bitcell, indexed by column and row, for instance use in bitcell_array """
+        bitcell_pins = ["bl0_{0}".format(col),
+                        "br0_{0}".format(col),
+                        "bl1_{0}".format(col),
+                        "br1_{0}".format(col),
+                        "wl0_{0}".format(row),
+                        "wl1_{0}".format(row),
+                        "vdd",
+                        "gnd"]
+        return bitcell_pins
+    
+    def list_all_wl_names(self):
+        """ Creates a list of all wordline pin names """
+        row_pins = ["wl0", "wl1"]    
+        return row_pins
+    
+    def list_all_bitline_names(self):
+        """ Creates a list of all bitline pin names (both bl and br) """
+        column_pins = ["bl0", "br0", "bl1", "br1"]
+        return column_pins
+    
+    def list_all_bl_names(self):
+        """ Creates a list of all bl pins names """
+        column_pins = ["bl0", "bl1"]
+        return column_pins
+        
+    def list_all_br_names(self):
+        """ Creates a list of all br pins names """
+        column_pins = ["br0", "br1"]
+        return column_pins
+        
+    def list_read_bl_names(self):
+        """ Creates a list of bl pin names associated with read ports """
+        column_pins = ["bl0", "bl1"]
+        return column_pins
+    
+    def list_read_br_names(self):
+        """ Creates a list of br pin names associated with read ports """
+        column_pins = ["br0", "br1"]
+        return column_pins
+        
+    def list_write_bl_names(self):
+        """ Creates a list of bl pin names associated with write ports """
+        column_pins = ["bl0"]
+        return column_pins
+    
+    def list_write_br_names(self):
+        """ Creates a list of br pin names asscociated with write ports"""
+        column_pins = ["br0"]
+        return column_pins
+    
+    def analytical_power(self, proc, vdd, temp, load):
+        """Bitcell power in nW. Only characterizes leakage."""
+        from tech import spice
+        leakage = spice["bitcell_leakage"]
+        dynamic = 0 #temporary
+        total_power = self.return_power(dynamic, leakage)
+        return total_power
+
+    def get_wl_cin(self):
+        """Return the relative capacitance of the access transistor gates"""
+        #This is a handmade cell so the value must be entered in the tech.py file or estimated.
+        #Calculated in the tech file by summing the widths of all the related gates and dividing by the minimum width.
+        #FIXME: sizing is not accurate with the handmade cell. Change once cell widths are fixed.
+        access_tx_cin = parameter["6T_access_size"]/drc["minwidth_tx"]
+        return 2*access_tx_cin
diff --git a/compiler/bitcells/replica_bitcell_1w_1r.py b/compiler/bitcells/replica_bitcell_1w_1r.py
new file mode 100644
index 00000000..6f59adec
--- /dev/null
+++ b/compiler/bitcells/replica_bitcell_1w_1r.py
@@ -0,0 +1,32 @@
+import design
+import debug
+import utils
+from tech import GDS,layer,drc,parameter
+
+class replica_bitcell_1w_1r(design.design):
+    """
+    A single bit cell which is forced to store a 0.
+    This module implements the single memory cell used in the design. It
+    is a hand-made cell, so the layout and netlist should be available in
+    the technology library. """
+
+    pin_names = ["bl0", "br0", "bl1", "br1", "wl0", "wl1", "vdd", "gnd"]
+    (width,height) = utils.get_libcell_size("replica_cell_1w_1r", GDS["unit"], layer["boundary"])
+    pin_map = utils.get_libcell_pins(pin_names, "replica_cell_1w_1r", GDS["unit"])
+
+    def __init__(self, name=""):
+        # Ignore the name argument        
+        design.design.__init__(self, "replica_cell_1w_1r")
+        debug.info(2, "Create replica bitcell 1w+1r object")
+
+        self.width = replica_bitcell_1w_1r.width
+        self.height = replica_bitcell_1w_1r.height
+        self.pin_map = replica_bitcell_1w_1r.pin_map
+
+    def get_wl_cin(self):
+        """Return the relative capacitance of the access transistor gates"""
+        #This is a handmade cell so the value must be entered in the tech.py file or estimated.
+        #Calculated in the tech file by summing the widths of all the related gates and dividing by the minimum width.
+        #FIXME: sizing is not accurate with the handmade cell. Change once cell widths are fixed.
+        access_tx_cin = parameter["6T_access_size"]/drc["minwidth_tx"]
+        return 2*access_tx_cin
diff --git a/compiler/tests/20_sram_1bank_2mux_1w_1r_test.py b/compiler/tests/20_sram_1bank_2mux_1w_1r_test.py
new file mode 100755
index 00000000..2954ffbc
--- /dev/null
+++ b/compiler/tests/20_sram_1bank_2mux_1w_1r_test.py
@@ -0,0 +1,51 @@
+#!/usr/bin/env python3
+"""
+Run a regression test on a 1 bank SRAM
+"""
+
+import unittest
+from testutils import header,openram_test
+import sys,os
+sys.path.append(os.path.join(sys.path[0],".."))
+import globals
+from globals import OPTS
+import debug
+
+#@unittest.skip("SKIPPING 20_psram_1bank_2mux_1w_1r_test, odd supply routing error")
+class psram_1bank_2mux_1w_1r_test(openram_test):
+
+    def runTest(self):        
+        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
+        from sram import sram
+        from sram_config import sram_config
+        OPTS.bitcell = "bitcell_1w_1r"
+        OPTS.replica_bitcell="replica_bitcell_1w_1r"
+        
+        OPTS.num_rw_ports = 0
+        OPTS.num_w_ports = 1
+        OPTS.num_r_ports = 1
+        
+        c = sram_config(word_size=4,
+                        num_words=32,
+                        num_banks=1)
+        c.num_words=32
+        c.words_per_row=2
+        c.recompute_sizes()
+        debug.info(1, "Layout test for {}rw,{}r,{}w psram with {} bit words, {} words, {} words per row, {} banks".format(OPTS.num_rw_ports,
+                                                                                                                          OPTS.num_r_ports,
+                                                                                                                          OPTS.num_w_ports,
+                                                                                                                          c.word_size,
+                                                                                                                          c.num_words,
+                                                                                                                          c.words_per_row,
+                                                                                                                          c.num_banks))
+        a = sram(c, "sram")
+        self.local_check(a, final_verification=True)
+        
+        globals.end_openram()
+        
+# run the test from the command line
+if __name__ == "__main__":
+    (OPTS, args) = globals.parse_args()
+    del sys.argv[1:]
+    header(__file__, OPTS.tech_name)
+    unittest.main()
diff --git a/technology/freepdk45/gds_lib/cell_1w_1r.gds b/technology/freepdk45/gds_lib/cell_1w_1r.gds
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diff --git a/technology/freepdk45/gds_lib/replica_cell_1w_1r.gds b/technology/freepdk45/gds_lib/replica_cell_1w_1r.gds
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literal 0
HcmV?d00001

diff --git a/technology/freepdk45/sp_lib/cell_1w_1r.sp b/technology/freepdk45/sp_lib/cell_1w_1r.sp
new file mode 100644
index 00000000..f8f065c5
--- /dev/null
+++ b/technology/freepdk45/sp_lib/cell_1w_1r.sp
@@ -0,0 +1,14 @@
+
+.SUBCKT cell_1w_1r bl0 br0 bl1 br1 wl0 wl1 vdd gnd
+MM9 RA_to_R_right wl1 br1 gnd NMOS_VTG W=180.0n L=50n m=1
+MM8 RA_to_R_right Q gnd gnd NMOS_VTG W=180.0n L=50n m=1
+MM7 RA_to_R_left Q_bar gnd gnd NMOS_VTG W=180.0n L=50n m=1
+MM6 RA_to_R_left wl1 bl1 gnd NMOS_VTG W=180.0n L=50n m=1
+MM5 Q wl0 bl0 gnd NMOS_VTG W=135.00n L=50n m=1
+MM4 Q_bar wl0 br0 gnd NMOS_VTG W=135.00n L=50n m=1
+MM1 Q Q_bar gnd gnd NMOS_VTG W=270.0n L=50n m=1
+MM0 Q_bar Q gnd gnd NMOS_VTG W=270.0n L=50n m=1
+MM3 Q Q_bar vdd vdd PMOS_VTG W=90n L=50n m=1
+MM2 Q_bar Q vdd vdd PMOS_VTG W=90n L=50n m=1
+.ENDS
+
diff --git a/technology/scn4m_subm/gds_lib/cell_1w_1r.gds b/technology/scn4m_subm/gds_lib/cell_1w_1r.gds
new file mode 100644
index 0000000000000000000000000000000000000000..782c43dc67499f61fd6df7d7481bc6a0311a0b32
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/technology/scn4m_subm/gds_lib/replica_cell_1w_1r.gds b/technology/scn4m_subm/gds_lib/replica_cell_1w_1r.gds
new file mode 100644
index 0000000000000000000000000000000000000000..ce6e413b71352cb8fd64512faa68208b349805a4
GIT binary patch
literal 8192
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literal 0
HcmV?d00001

diff --git a/technology/scn4m_subm/mag_lib/cell_6t.ext b/technology/scn4m_subm/mag_lib/cell_6t.ext
new file mode 100644
index 00000000..79f3c8b4
--- /dev/null
+++ b/technology/scn4m_subm/mag_lib/cell_6t.ext
@@ -0,0 +1,41 @@
+timestamp 1536091415
+version 8.2
+tech scmos
+style TSMC0.35um(tsmc35)from:t11c
+scale 1000 1 5
+resistclasses 3700 2800 1018000 1018000 1 6000 6000 80 70 80 40
+node "comment_0_0#" 0 0 0 0 bb 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+node "br" 6 -1.43219e-14 96 -8 ndc 320 72 0 0 0 0 0 0 0 0 0 0 0 0 512 96 3456 464 0 0 0 0
+node "bl" 6 -8.88178e-16 40 -8 ndc 320 72 0 0 0 0 0 0 0 0 0 0 0 0 512 96 3200 432 0 0 0 0
+node "wl" 115 -2.89546e-13 -8 12 p 0 0 0 0 0 0 0 0 0 0 1536 360 0 0 2496 344 0 0 0 0 0 0
+node "a_36_40#" 140 -3.51719e-13 36 40 ndif 960 144 304 72 0 0 0 0 0 0 1984 424 0 0 2048 288 0 0 0 0 0 0
+node "a_28_32#" 160 -8.06466e-13 28 32 p 960 144 304 72 0 0 0 0 0 0 2000 456 0 0 1920 272 0 0 0 0 0 0
+node "gnd" 41 -27.888 -32 -32 pw 1792 240 512 128 0 0 0 0 29600 696 0 0 0 0 2688 400 6400 864 0 0 0 0
+equiv "gnd" "gnd"
+node "vdd" 2340 2596 -32 116 nw 256 64 800 176 17600 576 0 0 0 0 0 0 0 0 3456 464 256 64 0 0 0 0
+cap "wl" "bl" 189.768
+cap "a_36_40#" "br" 17.59
+cap "wl" "br" 189.768
+cap "vdd" "bl" 135.015
+cap "bl" "br" 27.492
+cap "vdd" "br" 117.084
+cap "gnd" "a_28_32#" 880.405
+cap "gnd" "a_36_40#" 401.284
+cap "a_28_32#" "a_36_40#" 272.793
+cap "gnd" "wl" 1198.41
+cap "gnd" "bl" 712.11
+cap "a_28_32#" "wl" 108.364
+cap "vdd" "gnd" 510.12
+cap "gnd" "br" 698.471
+cap "a_36_40#" "wl" 108.364
+cap "a_28_32#" "bl" 104.205
+cap "vdd" "a_28_32#" 430.812
+cap "a_36_40#" "bl" 29.396
+cap "a_28_32#" "br" 308.488
+cap "vdd" "a_36_40#" 709.108
+fet nfet 96 12 97 13 128 48 "gnd" "wl" 16 0 "br" 16 0 "a_28_32#" 16 0
+fet nfet 40 12 41 13 128 48 "gnd" "wl" 16 0 "bl" 16 0 "a_36_40#" 16 0
+fet nfet 116 40 117 41 256 80 "gnd" "a_36_40#" 16 0 "a_28_32#" 32 0 "gnd" 32 0
+fet nfet 28 40 29 41 256 80 "gnd" "a_28_32#" 16 0 "gnd" 32 0 "a_36_40#" 32 0
+fet pfet 108 148 109 149 192 56 "vdd" "a_36_40#" 32 0 "a_28_32#" 12 0 "vdd" 12 0
+fet pfet 28 148 29 149 192 56 "vdd" "a_28_32#" 32 0 "vdd" 12 0 "a_36_40#" 12 0
diff --git a/technology/scn4m_subm/mag_lib/cell_6t.spice b/technology/scn4m_subm/mag_lib/cell_6t.spice
new file mode 100644
index 00000000..31eec08a
--- /dev/null
+++ b/technology/scn4m_subm/mag_lib/cell_6t.spice
@@ -0,0 +1,15 @@
+* SPICE3 file created from cell_6t.ext - technology: scmos
+
+M1000 a_36_40# a_28_32# vdd vdd pfet w=0.6u l=0.8u
++  ad=0.76p pd=3.6u as=2p ps=8.8u
+M1001 vdd a_36_40# a_28_32# vdd pfet w=0.6u l=0.8u
++  ad=0p pd=0u as=0.76p ps=3.6u
+M1002 a_36_40# a_28_32# gnd gnd nfet w=1.6u l=0.4u
++  ad=2.4p pd=7.2u as=4.48p ps=12u
+M1003 gnd a_36_40# a_28_32# gnd nfet w=1.6u l=0.4u
++  ad=0p pd=0u as=2.4p ps=7.2u
+M1004 a_36_40# wl bl gnd nfet w=0.8u l=0.4u
++  ad=0p pd=0u as=0.8p ps=3.6u
+M1005 a_28_32# wl br gnd nfet w=0.8u l=0.4u
++  ad=0p pd=0u as=0.8p ps=3.6u
+C0 vdd 0 2.60fF
diff --git a/technology/scn4m_subm/mag_lib/replica_cell_6t.ext b/technology/scn4m_subm/mag_lib/replica_cell_6t.ext
new file mode 100644
index 00000000..726cd738
--- /dev/null
+++ b/technology/scn4m_subm/mag_lib/replica_cell_6t.ext
@@ -0,0 +1,35 @@
+timestamp 1541443051
+version 8.2
+tech scmos
+style TSMC0.35um(tsmc35)from:t11c
+scale 1000 1 5
+resistclasses 3700 2800 1018000 1018000 1 6000 6000 80 70 80 40
+node "comment_0_0#" 0 0 0 0 bb 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
+node "br" 6 1.40998e-14 96 -8 ndc 320 72 0 0 0 0 0 0 0 0 0 0 0 0 512 96 3456 464 0 0 0 0
+node "bl" 6 -8.88178e-16 40 -8 ndc 320 72 0 0 0 0 0 0 0 0 0 0 0 0 512 96 3200 432 0 0 0 0
+node "wl" 115 -2.89546e-13 -8 12 p 0 0 0 0 0 0 0 0 0 0 1536 360 0 0 2496 344 0 0 0 0 0 0
+node "a_36_40#" 140 -3.51719e-13 36 40 ndif 960 144 304 72 0 0 0 0 0 0 1984 424 0 0 2048 288 0 0 0 0 0 0
+node "gnd" 41 -27.888 -32 -32 pw 1792 240 512 128 0 0 0 0 29600 696 0 0 0 0 2688 400 6400 864 0 0 0 0
+equiv "gnd" "gnd"
+node "vdd" 2517 2596 -32 116 nw 1216 208 1104 248 17600 576 0 0 0 0 2000 456 0 0 5632 736 256 64 0 0 0 0
+cap "vdd" "br" 442.06
+cap "bl" "wl" 189.768
+cap "gnd" "br" 698.471
+cap "bl" "a_36_40#" 29.396
+cap "wl" "a_36_40#" 108.364
+cap "bl" "vdd" 239.22
+cap "bl" "gnd" 712.11
+cap "wl" "vdd" 108.364
+cap "wl" "gnd" 1198.41
+cap "bl" "br" 27.492
+cap "a_36_40#" "vdd" 981.901
+cap "wl" "br" 189.768
+cap "a_36_40#" "gnd" 401.284
+cap "vdd" "gnd" 1390.52
+cap "a_36_40#" "br" 17.59
+fet nfet 96 12 97 13 128 48 "gnd" "wl" 16 0 "br" 16 0 "vdd" 16 0
+fet nfet 40 12 41 13 128 48 "gnd" "wl" 16 0 "bl" 16 0 "a_36_40#" 16 0
+fet nfet 116 40 117 41 256 80 "gnd" "a_36_40#" 16 0 "vdd" 32 0 "gnd" 32 0
+fet nfet 28 40 29 41 256 80 "gnd" "vdd" 16 0 "gnd" 32 0 "a_36_40#" 32 0
+fet pfet 108 148 109 149 192 56 "vdd" "a_36_40#" 32 0 "vdd" 24 0
+fet pfet 28 148 29 149 192 56 "vdd" "vdd" 32 0 "vdd" 12 0 "a_36_40#" 12 0
diff --git a/technology/scn4m_subm/mag_lib/replica_cell_6t.spice b/technology/scn4m_subm/mag_lib/replica_cell_6t.spice
new file mode 100644
index 00000000..bb64476f
--- /dev/null
+++ b/technology/scn4m_subm/mag_lib/replica_cell_6t.spice
@@ -0,0 +1,16 @@
+* SPICE3 file created from replica_cell_6t.ext - technology: scmos
+
+M1000 a_36_40# vdd vdd vdd pfet w=0.6u l=0.8u
++  ad=0.76p pd=3.6u as=2.76p ps=12.4u
+** SOURCE/DRAIN TIED
+M1001 vdd a_36_40# vdd vdd pfet w=0.8u l=0.6u
++  ad=0p pd=0u as=0p ps=0u
+M1002 a_36_40# vdd gnd gnd nfet w=1.6u l=0.4u
++  ad=2.4p pd=7.2u as=4.48p ps=12u
+M1003 gnd a_36_40# vdd gnd nfet w=1.6u l=0.4u
++  ad=0p pd=0u as=3.04p ps=10.4u
+M1004 a_36_40# wl bl gnd nfet w=0.8u l=0.4u
++  ad=0p pd=0u as=0.8p ps=3.6u
+M1005 vdd wl br gnd nfet w=0.8u l=0.4u
++  ad=0p pd=0u as=0.8p ps=3.6u
+C0 vdd 0 2.60fF
diff --git a/technology/scn4m_subm/sp_lib/cell_1w_1r.sp b/technology/scn4m_subm/sp_lib/cell_1w_1r.sp
new file mode 100644
index 00000000..b40f589a
--- /dev/null
+++ b/technology/scn4m_subm/sp_lib/cell_1w_1r.sp
@@ -0,0 +1,14 @@
+
+.SUBCKT cell_1w_1r bl0 br0 bl1 br1 wl0 wl1 vdd gnd
+MM9 RA_to_R_right wl1 br1 gnd n w=1.2u l=0.4u
+MM8 RA_to_R_right Q gnd gnd n w=1.2u l=0.4u
+MM7 RA_to_R_left Q_bar gnd gnd n w=1.2u l=0.4u
+MM6 RA_to_R_left wl1 bl1 gnd n w=1.2u l=0.4u
+MM5 Q wl0 bl0 gnd n w=0.8u l=0.4u
+MM4 Q_bar wl0 br0 gnd n w=0.8u l=0.4u
+MM1 Q Q_bar gnd gnd n w=1.6u l=0.4u
+MM0 Q_bar Q gnd gnd n w=1.6u l=0.4u
+MM3 Q Q_bar vdd vdd p w=0.6u l=0.4u
+MM2 Q_bar Q vdd vdd p w=0.6u l=0.4u
+.ENDS
+
diff --git a/technology/scn4m_subm/sp_lib/cell_6t.st0 b/technology/scn4m_subm/sp_lib/cell_6t.st0
new file mode 100644
index 00000000..52729df3
--- /dev/null
+++ b/technology/scn4m_subm/sp_lib/cell_6t.st0
@@ -0,0 +1,38 @@
+****** HSPICE -- M-2017.03 linux64 (Feb 20 2017) ******
+ Input File: cell_6t.sp
+ lic:
+ lic: FLEXlm: SDK_11.6.4
+ lic: USER:   mrg                  HOSTNAME: 72fb17cef281
+ lic: HOSTID: 0242ac110002         PID:      69
+ lic: Using FLEXlm license file:
+ lic: 27000@license.soe.ucsc.edu
+ lic: Checkout 1 hspice
+ lic: License/Maintenance for hspice will expire on 18-dec-2020/2018.09
+ lic: 1(in_use)/50(total) FLOATING license(s) on SERVER 27000@license.soe.ucsc.edu
+ lic:
+ init: begin read circuit files,  cpu clock=  9.60E-01
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/a
+                         d
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/b
+                         ehave
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/c
+                         omlinear
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/d
+                         io
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/f
+                         et
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/l
+                         in_tech
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/p
+                         ci
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/s
+                         ignet
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/t
+                         i
+       option search = /bsoe/software/synopsys/M-2017.03/hspice/parts/x
+                         ilinx
+       option runlvl
+ init: end read circuit files,  cpu clock=  9.60E-01 peak memory=       290 mb
+ init: begin check errors,  cpu clock=  9.60E-01
+>error          ***** hspice job aborted
+ lic: Release hspice token(s)
diff --git a/technology/scn4m_subm/sp_lib/replica_cell_1w_1r.sp b/technology/scn4m_subm/sp_lib/replica_cell_1w_1r.sp
new file mode 100644
index 00000000..6c2d3c1b
--- /dev/null
+++ b/technology/scn4m_subm/sp_lib/replica_cell_1w_1r.sp
@@ -0,0 +1,14 @@
+
+.SUBCKT replica_cell_1w_1r bl0 br0 bl1 br1 wl0 wl1 vdd gnd
+MM9 RA_to_R_right wl1 br1 gnd n w=1.2u l=0.4u
+MM8 RA_to_R_right Q gnd gnd n w=1.2u l=0.4u
+MM7 RA_to_R_left vdd gnd gnd n w=1.2u l=0.4u
+MM6 RA_to_R_left wl1 bl1 gnd n w=1.2u l=0.4u
+MM5 Q wl0 bl0 gnd n w=0.8u l=0.4u
+MM4 vdd wl0 br0 gnd n w=0.8u l=0.4u
+MM1 Q vdd gnd gnd n w=1.6u l=0.4u
+MM0 vdd Q gnd gnd n w=1.6u l=0.4u
+MM3 Q vdd vdd vdd p w=0.6u l=0.4u
+MM2 vdd Q vdd vdd p w=0.6u l=0.4u
+.ENDS
+

From 4577d380f99585f96695b56c92c680c386ec2a2a Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Sun, 24 Feb 2019 09:57:34 -0800
Subject: [PATCH 59/77] Add example 1w/1r

---
 .../example_config_1w_1r_scn4m_subm.py        | 20 +++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 compiler/example_configs/example_config_1w_1r_scn4m_subm.py

diff --git a/compiler/example_configs/example_config_1w_1r_scn4m_subm.py b/compiler/example_configs/example_config_1w_1r_scn4m_subm.py
new file mode 100644
index 00000000..c01b67b7
--- /dev/null
+++ b/compiler/example_configs/example_config_1w_1r_scn4m_subm.py
@@ -0,0 +1,20 @@
+word_size = 2
+num_words = 16
+
+bitcell = "bitcell_1w_1r"
+replica_bitcell = "replica_bitcell_1w_1r"
+num_rw_ports = 1
+num_r_ports = 1
+num_w_ports = 0
+
+tech_name = "scn4m_subm"
+process_corners = ["TT"]
+supply_voltages = [5.0]
+temperatures = [25]
+
+output_path = "temp"
+output_name = "sram_1w_1r_{0}_{1}_{2}".format(word_size,num_words,tech_name)
+
+drc_name = "magic"
+lvs_name = "netgen"
+pex_name = "magic"

From 9b785cd5357c1bb5ee0d167f9c60b31a4d5cb8bd Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Sun, 24 Feb 2019 10:48:54 -0800
Subject: [PATCH 60/77] Fix error in cell width. Fix escape warning.

---
 compiler/verify/magic.py                  | 2 +-
 technology/freepdk45/sp_lib/cell_1w_1r.sp | 4 ++--
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/compiler/verify/magic.py b/compiler/verify/magic.py
index 6fe1edf0..29a26b5e 100644
--- a/compiler/verify/magic.py
+++ b/compiler/verify/magic.py
@@ -45,7 +45,7 @@ def write_magic_script(cell_name, gds_name, extract=False, final_verification=Fa
     #f.write("load {}_new\n".format(cell_name))
     #f.write("cellname rename {0}_new {0}\n".format(cell_name))
     #f.write("load {}\n".format(cell_name))
-    f.write("cellname delete \(UNNAMED\)\n")
+    f.write("cellname delete \\(UNNAMED\\)\n")
     f.write("writeall force\n")
     f.write("select top cell\n")
     f.write("expand\n")
diff --git a/technology/freepdk45/sp_lib/cell_1w_1r.sp b/technology/freepdk45/sp_lib/cell_1w_1r.sp
index f8f065c5..eb3803b4 100644
--- a/technology/freepdk45/sp_lib/cell_1w_1r.sp
+++ b/technology/freepdk45/sp_lib/cell_1w_1r.sp
@@ -6,8 +6,8 @@ MM7 RA_to_R_left Q_bar gnd gnd NMOS_VTG W=180.0n L=50n m=1
 MM6 RA_to_R_left wl1 bl1 gnd NMOS_VTG W=180.0n L=50n m=1
 MM5 Q wl0 bl0 gnd NMOS_VTG W=135.00n L=50n m=1
 MM4 Q_bar wl0 br0 gnd NMOS_VTG W=135.00n L=50n m=1
-MM1 Q Q_bar gnd gnd NMOS_VTG W=270.0n L=50n m=1
-MM0 Q_bar Q gnd gnd NMOS_VTG W=270.0n L=50n m=1
+MM1 Q Q_bar gnd gnd NMOS_VTG W=205.0n L=50n m=1
+MM0 Q_bar Q gnd gnd NMOS_VTG W=205.0n L=50n m=1
 MM3 Q Q_bar vdd vdd PMOS_VTG W=90n L=50n m=1
 MM2 Q_bar Q vdd vdd PMOS_VTG W=90n L=50n m=1
 .ENDS

From a210fdda0f178a60e82d9e029752e3f1731fc3d1 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Sun, 24 Feb 2019 10:49:35 -0800
Subject: [PATCH 61/77] Fix arguments for none verification

---
 compiler/verify/assura.py  | 6 +++---
 compiler/verify/calibre.py | 2 +-
 compiler/verify/magic.py   | 2 +-
 compiler/verify/none.py    | 4 ++--
 4 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/compiler/verify/assura.py b/compiler/verify/assura.py
index d3c605f3..af034730 100644
--- a/compiler/verify/assura.py
+++ b/compiler/verify/assura.py
@@ -30,7 +30,7 @@ num_drc_runs = 0
 num_lvs_runs = 0
 num_pex_runs = 0
 
-def run_drc(name, gds_name):
+def run_drc(name, gds_name, final_verification=False):
     """Run DRC check on a given top-level name which is
        implemented in gds_name."""
 
@@ -93,7 +93,7 @@ def run_drc(name, gds_name):
     return errors
 
 
-def run_lvs(name, gds_name, sp_name):
+def run_lvs(name, gds_name, sp_name, final_verification=False):
     """Run LVS check on a given top-level name which is
        implemented in gds_name and sp_name. """
 
@@ -178,7 +178,7 @@ def run_lvs(name, gds_name, sp_name):
     return errors
 
 
-def run_pex(name, gds_name, sp_name, output=None):
+def run_pex(name, gds_name, sp_name, output=None, final_verification=False):
     """Run pex on a given top-level name which is
        implemented in gds_name and sp_name. """
     debug.error("PEX extraction not implemented with Assura.",-1)
diff --git a/compiler/verify/calibre.py b/compiler/verify/calibre.py
index 2de76386..5f8d2c73 100644
--- a/compiler/verify/calibre.py
+++ b/compiler/verify/calibre.py
@@ -282,7 +282,7 @@ def run_lvs(cell_name, gds_name, sp_name, final_verification=False):
     return total_errors
 
 
-def run_pex(cell_name, gds_name, sp_name, output=None):
+def run_pex(cell_name, gds_name, sp_name, output=None, final_verification=False):
     """Run pex on a given top-level name which is
        implemented in gds_name and sp_name. """
 
diff --git a/compiler/verify/magic.py b/compiler/verify/magic.py
index 29a26b5e..7db9a5c2 100644
--- a/compiler/verify/magic.py
+++ b/compiler/verify/magic.py
@@ -259,7 +259,7 @@ def run_lvs(cell_name, gds_name, sp_name, final_verification=False):
     return total_errors
 
 
-def run_pex(name, gds_name, sp_name, output=None):
+def run_pex(name, gds_name, sp_name, output=None, final_verification=False):
     """Run pex on a given top-level name which is
        implemented in gds_name and sp_name. """
 
diff --git a/compiler/verify/none.py b/compiler/verify/none.py
index 531a394d..c69ed93b 100644
--- a/compiler/verify/none.py
+++ b/compiler/verify/none.py
@@ -9,7 +9,7 @@ drc_warned = False
 lvs_warned = False
 pex_warned = False
 
-def run_drc(cell_name, gds_name, extract=False):
+def run_drc(cell_name, gds_name, extract=False, final_verification=False):
     global drc_warned
     if not drc_warned:
         debug.warning("DRC unable to run.")
@@ -25,7 +25,7 @@ def run_lvs(cell_name, gds_name, sp_name, final_verification=False):
     # Since we warned, return a failing test.
     return 1
 
-def run_pex(name, gds_name, sp_name, output=None):
+def run_pex(name, gds_name, sp_name, output=None, final_verification=False):
     global pex_warned    
     if not pex_warned:
         debug.warning("PEX unable to run.")

From be741a6828c019aee12c410102f34402b63f7137 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Sun, 24 Feb 2019 11:04:56 -0800
Subject: [PATCH 62/77] Fix mising file

---
 technology/freepdk45/sp_lib/replica_cell_1w_1r.sp | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 technology/freepdk45/sp_lib/replica_cell_1w_1r.sp

diff --git a/technology/freepdk45/sp_lib/replica_cell_1w_1r.sp b/technology/freepdk45/sp_lib/replica_cell_1w_1r.sp
new file mode 100644
index 00000000..fd06db8c
--- /dev/null
+++ b/technology/freepdk45/sp_lib/replica_cell_1w_1r.sp
@@ -0,0 +1,14 @@
+
+.SUBCKT replica_cell_1w_1r bl0 br0 bl1 br1 wl0 wl1 vdd gnd
+MM9 RA_to_R_right wl1 br1 gnd NMOS_VTG W=180.0n L=50n m=1
+MM8 RA_to_R_right Q gnd gnd NMOS_VTG W=180.0n L=50n m=1
+MM7 RA_to_R_left vdd gnd gnd NMOS_VTG W=180.0n L=50n m=1
+MM6 RA_to_R_left wl1 bl1 gnd NMOS_VTG W=180.0n L=50n m=1
+MM5 Q wl0 bl0 gnd NMOS_VTG W=135.00n L=50n m=1
+MM4 vdd wl0 br0 gnd NMOS_VTG W=135.00n L=50n m=1
+MM1 Q vdd gnd gnd NMOS_VTG W=205.0n L=50n m=1
+MM0 vdd Q gnd gnd NMOS_VTG W=205.0n L=50n m=1
+MM3 Q vdd vdd vdd PMOS_VTG W=90n L=50n m=1
+MM2 vdd Q vdd vdd PMOS_VTG W=90n L=50n m=1
+.ENDS
+

From 34294443d4af3578cba406fd75c017cae0645851 Mon Sep 17 00:00:00 2001
From: Jesse Cirimelli-Low <jcirimel@ucsc.edu>
Date: Mon, 25 Feb 2019 07:46:34 -0800
Subject: [PATCH 63/77] updated logos and css for official colors

---
 compiler/datasheet/assets/OpenRAM_logo.png    | Bin 0 -> 17185 bytes
 compiler/datasheet/assets/datasheet.css       |   4 ++--
 .../assets/openram_logo_placeholder.png       | Bin 44878 -> 0 bytes
 compiler/datasheet/assets/vlsi_logo.png       | Bin 26952 -> 43292 bytes
 compiler/datasheet/datasheet.py               |   7 +++----
 5 files changed, 5 insertions(+), 6 deletions(-)
 create mode 100644 compiler/datasheet/assets/OpenRAM_logo.png
 delete mode 100644 compiler/datasheet/assets/openram_logo_placeholder.png

diff --git a/compiler/datasheet/assets/OpenRAM_logo.png b/compiler/datasheet/assets/OpenRAM_logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..d155cce08cdeb07c14d570940eec22db0a9f39a3
GIT binary patch
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z9V401NFS5X4-SK9#=(bO0TlBz)U;e^xAR1v+R~Arfx(pUEx{VuA}RFWG$zYQao+x&
z!Vwp{*|s<Ty5Xu#8hM`#TKS^mSve*t!gMkdqoJ?iwN^2<xtYPsFeHr-Y$ar<{7uJB
z*N~9Wxg)GT<)$|llP_ms6XYESZ<qse>K3>#PrEdmEjjcm1A<n}8q{ZqykuM!!x5S*
zNq-{_iMq(W5tzDlo+NY5Z!|fO%{C5$4}WKuw}*r{+wL8J?BI^%XMKnMD-tUQ7x7W)
z;_#tCkbCKW2bX>Gu-V6@h!t!CVo5~q;X#&cuV2WIlnEHih(5Dv&g5w@daJ%;5i#0z
zlgwP<<i=cBzTS|BW3T+5;D8&l(F^5lH~*k`FA^JdNti&K!f0h7s_QcnslN(rhGi-i
zJ#vA3cSIn!sxy};xXifPC=U5NJf96QzoAzW9VVjJ*z?2gqP==mKd>bUwzLz@hQ0d8
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zrkdv7qM}i}%duTZw0HAc^=R*pCQ>@S3qL%fFca|Z35Mtk6kfR8_J1L~&e8vpmNqE%
z&X9aN45ypy<4LH==pp>Dhb{r*yL0o~{jYG>_eP%=<1lHmIreiW$GB&eR5FX&Ri%$;
z(mxn@+pyj<BfzeH)_iXcf#-FrTaXav>9Zn@^Klmk_D%o0DPu!>r-4E9g$FrW$HZOl
zhSReYQ<X+e55#JWJ-Tm!tnYDS(?ETlF>=xC?iW;83?YgsEnYnLPyWPBIr%L!Y`DGp
zUn(!K&aUe*DFZU}hIC!1jl`no_rIb}2a7=D|Ffw3zd!YFX{w8Tc)%&Wqy#$L#AdK@
zf0N}uh2R;x_>ArTiFAh6HBMmYd-U&BkYcf5X&L?J`x5B?Qcy-;;g;qku&-p*xq|;I
zbk{>x&%^SChn0whn-%zS<1z1}$6UOET#p`UKjIhReIoKm0NfPe<uzC`{Pw^7f}^vg
zowd*Z`xhRz&Vzqabb}fF7hEi@MHK8bt=y%ZUpiUZIoU`%d*65>Ea3f!pZ_86LtdWa
sb4l=6%KtuA$I8v!&e`dPx{MsxBkm{6^ztI!;QkwmvZ^xG(q^Im1J~nFH~;_u

diff --git a/compiler/datasheet/datasheet.py b/compiler/datasheet/datasheet.py
index 2847b2fe..a7700349 100644
--- a/compiler/datasheet/datasheet.py
+++ b/compiler/datasheet/datasheet.py
@@ -35,11 +35,10 @@ class datasheet():
 
         # Add openram logo
         openram_logo = 0
-        with open(os.path.abspath(os.environ.get("OPENRAM_HOME")) + '/datasheet/assets/openram_logo_placeholder.png', "rb") as image_file:
+        with open(os.path.abspath(os.environ.get("OPENRAM_HOME")) + '/datasheet/assets/OpenRAM_logo.png', "rb") as image_file:
             openram_logo = base64.b64encode(image_file.read())
 
-        self.html += '<a href="https://vlsida.soe.ucsc.edu/"><img src="data:image/png;base64,{0}" alt="VLSIDA"></a>'.format(str(vlsi_logo)[
-                                                                                                                            2:-1])
+        self.html += '<a href="https://vlsida.soe.ucsc.edu/"><img src="data:image/png;base64,{0}" alt="VLSIDA"></a><a href ="https://github.com/VLSIDA/OpenRAM"><img src ="data:image/png;base64,{1}" alt = "OpenRAM"></a>'.format(str(vlsi_logo)[2:-1], str(openram_logo)[2:-1])
 
         self.html += '<p style="font-size: 18px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">' + \
             self.name + '.html' + '</p>'
@@ -53,7 +52,7 @@ class datasheet():
         # print port table
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Ports and Configuration</p>'
         self.html += self.io_table.to_html()
-        
+
         # print operating condidition information
         self.html += '<p style="font-size: 26px;font-family: Trebuchet MS, Arial, Helvetica, sans-serif;">Operating Conditions</p>'
         self.html += self.operating_table.to_html()

From a18071a4ff38fd4c4ecb296820cc786ae9130bfc Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Mon, 25 Feb 2019 10:07:05 -0800
Subject: [PATCH 64/77] Add warning for large memory sizes

---
 compiler/globals.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/compiler/globals.py b/compiler/globals.py
index f162edda..a39066fb 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -417,7 +417,10 @@ def report_status():
         debug.error("Tech name must be specified in config file.")
 
     debug.print_raw("Technology: {0}".format(OPTS.tech_name))
-    debug.print_raw("Total size: {} bits".format(OPTS.word_size*OPTS.num_words*OPTS.num_banks))
+    total_size = OPTS.word_size*OPTS.num_words*OPTS.num_banks
+    debug.print_raw("Total size: {} bits".format(total_size))
+    if total_size>=2**15:
+        debug.warning("Requesting such a large memory size ({0}) will have a large run-time. Consider using multiple smaller banks.")
     debug.print_raw("Word size: {0}\nWords: {1}\nBanks: {2}".format(OPTS.word_size,
                                                           OPTS.num_words,
                                                           OPTS.num_banks))

From 638afaeb314cdf14680d7053d35c3a0a797ea13f Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg+openram@ucsc.edu>
Date: Mon, 25 Feb 2019 10:14:02 -0800
Subject: [PATCH 65/77] Remove duplicate profile stats script

---
 compiler/profile_stats.py | 5 -----
 1 file changed, 5 deletions(-)
 delete mode 100755 compiler/profile_stats.py

diff --git a/compiler/profile_stats.py b/compiler/profile_stats.py
deleted file mode 100755
index d3c33801..00000000
--- a/compiler/profile_stats.py
+++ /dev/null
@@ -1,5 +0,0 @@
-import pstats
-p = pstats.Stats('profile.dat')
-p.strip_dirs()
-p.sort_stats('cumulative')
-p.print_stats(50)

From a4b53683025f508d04e4db34490c6cd7aafa1467 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Mon, 25 Feb 2019 14:57:18 -0800
Subject: [PATCH 66/77] Add total size in warning for output size.

---
 compiler/globals.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/compiler/globals.py b/compiler/globals.py
index a39066fb..8bd8ef01 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -419,8 +419,9 @@ def report_status():
     debug.print_raw("Technology: {0}".format(OPTS.tech_name))
     total_size = OPTS.word_size*OPTS.num_words*OPTS.num_banks
     debug.print_raw("Total size: {} bits".format(total_size))
-    if total_size>=2**15:
-        debug.warning("Requesting such a large memory size ({0}) will have a large run-time. Consider using multiple smaller banks.")
+    if total_size>=2**14:
+        debug.warning("Requesting such a large memory size ({0}) will have a large run-time. ".format(total_size) +
+                      "Consider using multiple smaller banks.")
     debug.print_raw("Word size: {0}\nWords: {1}\nBanks: {2}".format(OPTS.word_size,
                                                           OPTS.num_words,
                                                           OPTS.num_banks))

From 1f1426b97c83f986cf961dd9f3c5ceee7c17c604 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Mon, 25 Feb 2019 16:10:34 -0800
Subject: [PATCH 67/77] Add auto-detect of custom bitcells

---
 .../example_config_1rw_1r_scn4m_subm.py       |  2 -
 .../example_config_1w_1r_scn4m_subm.py        |  2 -
 compiler/globals.py                           | 40 ++++++++++++++++++-
 3 files changed, 39 insertions(+), 5 deletions(-)

diff --git a/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py b/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
index 4d09cfee..8703967b 100644
--- a/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
+++ b/compiler/example_configs/example_config_1rw_1r_scn4m_subm.py
@@ -1,8 +1,6 @@
 word_size = 2
 num_words = 16
 
-bitcell = "bitcell_1rw_1r"
-replica_bitcell = "replica_bitcell_1rw_1r"
 num_rw_ports = 1
 num_r_ports = 1
 num_w_ports = 0
diff --git a/compiler/example_configs/example_config_1w_1r_scn4m_subm.py b/compiler/example_configs/example_config_1w_1r_scn4m_subm.py
index c01b67b7..56f6edfd 100644
--- a/compiler/example_configs/example_config_1w_1r_scn4m_subm.py
+++ b/compiler/example_configs/example_config_1w_1r_scn4m_subm.py
@@ -1,8 +1,6 @@
 word_size = 2
 num_words = 16
 
-bitcell = "bitcell_1w_1r"
-replica_bitcell = "replica_bitcell_1w_1r"
 num_rw_ports = 1
 num_r_ports = 1
 num_w_ports = 0
diff --git a/compiler/globals.py b/compiler/globals.py
index 8bd8ef01..37aceafa 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -132,6 +132,8 @@ def init_openram(config_file, is_unit_test=True):
 
     from sram_factory import factory
     factory.reset()
+
+    setup_bitcell()
     
     # Reset the static duplicate name checker for unit tests.
     import hierarchy_design
@@ -157,6 +159,41 @@ def init_openram(config_file, is_unit_test=True):
     if not CHECKPOINT_OPTS:
         CHECKPOINT_OPTS = copy.copy(OPTS)
     
+def setup_bitcell():
+    """
+    Determine the correct custom or parameterized bitcell for the design.
+    """
+    global OPTS
+
+    if (OPTS.num_rw_ports==1 and OPTS.num_w_ports==0 and OPTS.num_r_ports==0):
+        OPTS.bitcell = "bitcell"
+        OPTS.replica_bitcell = "replica_bitcell"
+    # If we have non-1rw ports, figure out the right bitcell to use
+    else:
+        ports = ""
+        if OPTS.num_rw_ports>0:
+            ports += "{}rw_".format(OPTS.num_rw_ports)
+        if OPTS.num_w_ports>0:
+            ports += "{}w_".format(OPTS.num_w_ports)
+        if OPTS.num_r_ports>0:
+            ports += "{}r".format(OPTS.num_r_ports)
+
+        OPTS.bitcell = "bitcell_"+ports
+        OPTS.replica_bitcell = "replica_bitcell_"+ports
+
+        # See if a custom bitcell exists
+        from importlib import find_loader
+        bitcell_loader = find_loader(OPTS.bitcell)
+        replica_bitcell_loader = find_loader(OPTS.replica_bitcell)
+        # Use the pbitcell if we couldn't find a custom bitcell
+        # or its custom replica  bitcell
+        if bitcell_loader==None or replica_bitcell_loader==None:
+            # Use the pbitcell (and give a warning if not in unit test mode)
+            OPTS.bitcell = "pbitcell"
+            OPTS.replica_bitcell = "replica_pbitcell"
+            debug.warning("Using the parameterized bitcell which may have suboptimal density.")
+        else:
+            debug.info(1,"Using custom bitcell: {}".format(OPTS.bitcell))    
 
 
 def get_tool(tool_type, preferences, default_name=None):
@@ -250,7 +287,8 @@ def read_config(config_file, is_unit_test=True):
                                                          OPTS.num_words,
                                                          ports,
                                                          OPTS.tech_name)
-    
+
+        
 
         
 def end_openram():

From de977732dbb20fec14ba04e64f79f16432830eab Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Mon, 25 Feb 2019 16:13:54 -0800
Subject: [PATCH 68/77] Only warn if not unit tests

---
 compiler/globals.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/compiler/globals.py b/compiler/globals.py
index 37aceafa..73cd3747 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -191,7 +191,8 @@ def setup_bitcell():
             # Use the pbitcell (and give a warning if not in unit test mode)
             OPTS.bitcell = "pbitcell"
             OPTS.replica_bitcell = "replica_pbitcell"
-            debug.warning("Using the parameterized bitcell which may have suboptimal density.")
+            if not OPTS.is_unit_test:
+                debug.warning("Using the parameterized bitcell which may have suboptimal density.")
         else:
             debug.info(1,"Using custom bitcell: {}".format(OPTS.bitcell))    
 

From f865e661819879c80603108302eead7d5b972576 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Mon, 25 Feb 2019 16:47:38 -0800
Subject: [PATCH 69/77] Remove git_id file

---
 compiler/git_id | 1 -
 1 file changed, 1 deletion(-)
 delete mode 100644 compiler/git_id

diff --git a/compiler/git_id b/compiler/git_id
deleted file mode 100644
index e1aa211f..00000000
--- a/compiler/git_id
+++ /dev/null
@@ -1 +0,0 @@
-468eb9a4a038201c2b0004fe6e4ae9b2d37fdd57

From 42bc6efb21f8f2652e487c06c58c4f3326f22eda Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 26 Feb 2019 20:06:35 -0800
Subject: [PATCH 70/77] Added additional graphing and data collection to script

---
 compiler/characterizer/model_check.py   |  34 ++-
 compiler/tests/delay_data_collection.py | 358 ++++++++++++++++++++++--
 2 files changed, 358 insertions(+), 34 deletions(-)

diff --git a/compiler/characterizer/model_check.py b/compiler/characterizer/model_check.py
index 874bb2d0..12bc5d58 100644
--- a/compiler/characterizer/model_check.py
+++ b/compiler/characterizer/model_check.py
@@ -26,30 +26,34 @@ class model_check(delay):
     def create_data_names(self):
         self.wl_meas_name, self.wl_model_name = "wl_measures", "wl_model"
         self.sae_meas_name, self.sae_model_name = "sae_measures", "sae_model"
+        self.wl_slew_name, self.sae_slew_name = "wl_slews", "sae_slews"
         
     def create_measurement_names(self):
         """Create measurement names. The names themselves currently define the type of measurement"""
         #Create delay measurement names
-        wl_en_driver_delay_names = ["delay_wl_en_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
-        wl_driver_delay_names = ["delay_wl_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
-        sen_driver_delay_names = ["delay_sen_dvr{}_".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
-        dc_delay_names = ["delay_delay_chain_stage{}_".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
+        wl_en_driver_delay_names = ["delay_wl_en_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_delay_names = ["delay_wl_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_delay_names = ["delay_sen_dvr_{}".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
+        dc_delay_names = ["delay_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
         self.wl_delay_meas_names = wl_en_driver_delay_names+["delay_wl_en", "delay_wl_bar"]+wl_driver_delay_names+["delay_wl"]
         self.rbl_delay_meas_names = ["delay_gated_clk_nand", "delay_delay_chain_in"]+dc_delay_names
         self.sae_delay_meas_names = ["delay_pre_sen"]+sen_driver_delay_names+["delay_sen"]
 
         self.delay_chain_indices = (len(self.rbl_delay_meas_names)-len(dc_delay_names), len(self.rbl_delay_meas_names))
         #Create slew measurement names
-        wl_en_driver_slew_names = ["slew_wl_en_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
-        wl_driver_slew_names = ["slew_wl_dvr{}_".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
-        sen_driver_slew_names = ["slew_sen_dvr{}_".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
-        dc_slew_names = ["slew_delay_chain_stage{}_".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
+        wl_en_driver_slew_names = ["slew_wl_en_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
+        wl_driver_slew_names = ["slew_wl_dvr_{}".format(stage) for stage in range(1,self.get_num_wl_driver_stages())]
+        sen_driver_slew_names = ["slew_sen_dvr_{}".format(stage) for stage in range(1,self.get_num_sen_driver_stages())]
+        dc_slew_names = ["slew_delay_chain_stage_{}".format(stage) for stage in range(1,self.get_num_delay_stages()+1)]
         self.wl_slew_meas_names = ["slew_wl_gated_clk_bar"]+wl_en_driver_slew_names+["slew_wl_en", "slew_wl_bar"]+wl_driver_slew_names+["slew_wl"]
         self.rbl_slew_meas_names = ["slew_rbl_gated_clk_bar","slew_gated_clk_nand", "slew_delay_chain_in"]+dc_slew_names
         self.sae_slew_meas_names = ["slew_replica_bl0", "slew_pre_sen"]+sen_driver_slew_names+["slew_sen"]
        
     def create_signal_names(self):
-        """Creates list of the signal names used in the spice file along the wl and sen paths."""
+        """Creates list of the signal names used in the spice file along the wl and sen paths.
+           Names are re-harded coded here; i.e. the names are hardcoded in most of OpenRAM and are
+           replicated here.
+        """
         delay.create_signal_names(self)
         #Signal names are all hardcoded, need to update to make it work for probe address and different configurations.
         wl_en_driver_signals = ["Xsram.Xcontrol0.Xbuf_wl_en.Zb{}_int".format(stage) for stage in range(1,self.get_num_wl_en_driver_stages())]
@@ -317,12 +321,14 @@ class model_check(delay):
         data_dict[self.wl_model_name] = wl_model_delays
         data_dict[self.sae_meas_name] = sae_delays[read_port]
         data_dict[self.sae_model_name] = sae_model_delays
+        data_dict[self.wl_slew_name] = wl_slews[read_port]
+        data_dict[self.sae_slew_name] = sae_slews[read_port]
         
         #Some evaluations of the model and measured values
-        debug.info(1, "Comparing wordline measurements and model.")
-        self.compare_measured_and_model(wl_delays[read_port], wl_model_delays)
-        debug.info(1, "Comparing SAE measurements and model")
-        self.compare_measured_and_model(sae_delays[read_port], sae_model_delays)
+        # debug.info(1, "Comparing wordline measurements and model.")
+        # self.compare_measured_and_model(wl_delays[read_port], wl_model_delays)
+        # debug.info(1, "Comparing SAE measurements and model")
+        # self.compare_measured_and_model(sae_delays[read_port], sae_model_delays)
         
         return data_dict
 
@@ -334,6 +340,8 @@ class model_check(delay):
         name_dict[self.wl_model_name] = name_dict["wl_measures"] #model uses same names as measured.
         name_dict[self.sae_meas_name] = self.rbl_en_signal_names[1:]+self.sae_signal_names[1:]
         name_dict[self.sae_model_name] = name_dict["sae_measures"]
+        name_dict[self.wl_slew_name] = self.wl_slew_meas_names
+        name_dict[self.sae_slew_name] = self.rbl_slew_meas_names+self.sae_slew_meas_names
         return name_dict
     
     
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
index 3e56909f..ca3e26d0 100644
--- a/compiler/tests/delay_data_collection.py
+++ b/compiler/tests/delay_data_collection.py
@@ -18,6 +18,25 @@ from sram_config import sram_config
 MODEL_DIR = "model_data/"
 DATASET_CSV_NAME = MODEL_DIR+'datasets.csv'
 
+# Data Collection class
+# This module can perform two tasks
+#  1) Collect data
+#  2) Display data
+# Data Collection - 
+# A single SRAM simulation will collect 6 datasets: wordline (WL) delays, sense amp enable (SAE) delays,
+# WL slews, SAE slews, WL model delays, SAE model delays.
+# Each dataset is stored in a separate csv file. Each row of the CSV refers to a different corner simulated on.
+# The files names are stored in DATASET_CSV_NAME marked above.
+# There are 2 main ways the collection is targeted: looking at different delay chain sizes and looking at different SRAM configurations.
+# These are separated by different functions and should not be collected together.
+#
+# Data display - 
+# There are many functions in this file which will search (or told) for data using DATASET_CSV_NAME as a guide.
+# Delay chain data is analyzed in analyze_delay_chain_data, graph_delays_and_inp_slews, and graph_inp_slews_and_delay_var
+# WL and SAE graphing is done in analyze_sae_data and graph_delays_and_var
+#
+# Data collection and each analysis can be run independently, but the one you want needs to be commented in/out.
+
 class data_collection(openram_test):
 
     def runTest(self):
@@ -29,7 +48,7 @@ class data_collection(openram_test):
         self.run_setup()
         
         self.run_delay_chain_analysis()
-        
+        #self.run_sae_analysis()
         globals.end_openram()
     
     def run_setup(self):
@@ -105,6 +124,123 @@ class data_collection(openram_test):
         
         return [df_row[dt] for dt in data_types]
     
+    def get_all_filenames(self, data_types):
+        """Gets all files from dataset.csv specified by the datatype (model/measure)"""
+        start_fname_ind = 4 # four query items
+       
+        datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
+        csv_data_types = list(datasets_df)[start_fname_ind:]
+        if not set(data_types).issubset(set(csv_data_types)):
+            debug.error("Dataset csv header does not match expected:\nExpected={}\nCSV={}".format(data_types,
+                                                                                                  csv_data_types),1)
+
+        return [list(datasets_df[dt]) for dt in data_types]
+    
+    def run_sae_analysis(self):
+        """Generates sram with different delay chain configs over different corners and 
+           analyzes delay average and variation."""
+        #config_tuple_list = [(8, 16, 1),(8, 32, 1),(16, 32, 1), (32, 64, 1), (64, 32, 1), (64, 64, 1), (32, 128, 1)]   
+        #config_tuple_list = [(1, 16, 1),(4, 16, 1),(16, 16, 1), (32, 32, 1)]
+        config_tuple_list = [(1, 16, 1),(4, 16, 1)]
+        self.save_sram_data_using_configs(config_tuple_list)
+        self.analyze_sae_data() #Uses all available data
+        #self.graph_delays_and_var('sae_measures')
+        #self.graph_delays_and_var('wl_measures')
+        #self.compare_wl_sae_data()
+    
+    def save_sram_data_using_configs(self, config_list):
+        """Get SRAM data for different configurations"""
+        for config in config_list:
+            word_size, num_words, words_per_row = config
+            self.init_data_gen()
+            self.save_data_sram_corners(word_size, num_words, words_per_row)
+    
+    def analyze_sae_data(self):
+        """Compare and graph delay chain variations over different configurations."""
+        delay_avgs_ratio = []
+        delay_vars_ratio = []
+        sram_configs = []
+        data_types = ["sae_measures"]
+        sae_filenames = self.get_all_filenames(data_types)[0]
+        sae_dataframes = self.get_csv_data(sae_filenames)
+        
+        for df in sae_dataframes:
+            #Each row in df contains sram config. Only use the first one (they should all be the same)
+            config = df[['word_size', 'num_words', 'words_per_row']].values.tolist()[0]
+            sram_configs.append(config)
+            delay_sums = self.get_sum(df)
+            delay_chain_sums = self.get_delay_chain_sums(df)
+            delay_avgs_ratio.append(self.get_average(delay_chain_sums)/self.get_average(delay_sums))
+            delay_vars_ratio.append(self.get_variance(delay_chain_sums)/self.get_variance(delay_sums))
+            debug.info(1,"DC config={}: avg ratio={} var ratio={}".format(sram_configs[-1], 
+                                                                          delay_avgs_ratio[-1], 
+                                                                          delay_vars_ratio[-1]))
+            
+        #Sort by the delays then graph
+        all_data = zip(delay_avgs_ratio,sram_configs,delay_vars_ratio)
+        delay_avgs_ratio,sram_configs,delay_vars_ratio = zip(*sorted(all_data))
+        x_ax_label = '[word_size, num_words, words_per_row]'
+        y_ax_labels = ['DC/SAE Delay Ratio', 'DC/SAE Var. Ratio']
+        self.plot_delay_variance_data_sets(sram_configs, x_ax_label, y_ax_labels, delay_avgs_ratio, delay_vars_ratio)
+    
+    def compare_wl_sae_data(self):
+        """Compare and graph delay chain variations over different configurations."""
+        delay_avgs_ratio = []
+        delay_vars_ratio = []
+        sram_configs = []
+        data_types = ["wl_measures","sae_measures"]
+        data_filenames = self.get_all_filenames(data_types)
+        wl_filenames = data_filenames[0]
+        wl_dataframes = self.get_csv_data(wl_filenames)
+        sae_filenames = data_filenames[1]
+        sae_dataframes = self.get_csv_data(sae_filenames)
+        
+        #Loop through all configurations found
+        for wl_df,sae_df in zip(wl_dataframes,sae_dataframes):
+            #Each row in df contains sram config. Only use the first one (they should all be the same)
+            config = wl_df[['word_size', 'num_words', 'words_per_row']].values.tolist()[0]
+            sram_configs.append(config)
+            wl_delays = self.get_sum(wl_df)
+            sae_delays = self.get_sum(sae_df)
+            delay_avgs_ratio.append(self.get_average(wl_delays)/self.get_average(sae_delays))
+            delay_vars_ratio.append(self.get_variance(wl_delays)/self.get_variance(sae_delays))
+            debug.info(1,"DC config={}: avg ratio={} var ratio={}".format(sram_configs[-1], 
+                                                                          delay_avgs_ratio[-1], 
+                                                                          delay_vars_ratio[-1]))
+            
+        #Sort by the delays then graph
+        all_data = zip(delay_avgs_ratio,sram_configs,delay_vars_ratio)
+        delay_avgs_ratio,sram_configs,delay_vars_ratio = zip(*sorted(all_data))
+        x_ax_label = 'SRAM Config'
+        y_ax_labels = ['WL/SAE Delay Ratio', 'WL/SAE Var. Ratio']
+        self.plot_delay_variance_data_sets(sram_configs, x_ax_label, y_ax_labels, delay_avgs_ratio, delay_vars_ratio)
+    
+    def graph_delays_and_var(self, data_type):
+        delay_avgs = []
+        delay_vars = []
+        sram_configs = []
+        data_filenames = self.get_all_filenames([data_type])[0]
+        dataframes = self.get_csv_data(data_filenames)
+        
+        #Loop through all configurations found
+        for df in dataframes:
+            #Each row in df contains sram config. Only use the first one (they should all be the same)
+            config = df[['word_size', 'num_words', 'words_per_row']].values.tolist()[0]
+            sram_configs.append(config)
+            delays = self.get_sum(df)
+            delay_avgs.append(self.get_average(delays))
+            delay_vars.append(self.get_variance(delays))
+            debug.info(1,"DC config={}: avg={}, var={}".format(sram_configs[-1], 
+                                                               delay_avgs[-1], 
+                                                               delay_vars[-1]))
+            
+        #Sort by the delays then graph
+        all_data = zip(delay_avgs,sram_configs,delay_vars)
+        delay_avgs,sram_configs,delay_vars = zip(*sorted(all_data))
+        x_ax_label = 'SRAM Config'
+        y_ax_labels = ['Avg. Delay', 'Delay Variance']
+        self.plot_delay_variance_data_sets(sram_configs, x_ax_label, y_ax_labels, delay_avgs, delay_vars)
+        
     def run_delay_chain_analysis(self):
         """Generates sram with different delay chain configs over different corners and 
            analyzes delay average and variation."""
@@ -116,10 +252,16 @@ class data_collection(openram_test):
         #dc_config_list = [(2,3), (3,3)]
         
         #fanout_configs = [[3,3], [3,3,3]]
-        previous_dc_configs = [[4,4,4], [2,2,2,2], [3,3,3,3], [4,4],[4,4,4,4], [5,5]]
-        fanout_configs = [[3,3], [3,3,3], [2,3,2,3], [2,4,2,4], [3,3,3,3]]+previous_dc_configs
+        old_fanout_configs = []
+        fanout_configs = [[3,3], [2,3,2,3], [2,4,2,4], [2,2,2,2], [3,3,3,3], [4,4],[4,4,4,4], [5,5], \
+                              [2,2], [2,5,2,5], [2,6,2,6], [2,8,2,8], [3,5,3,5], [4,5,4,5], [2,2,2,2,2,2], [3,3,3,3,3,3],\
+                              [6,6],[7,7],[8,8],[9,9],[10,10],[11,11],
+                              [5,2,5,2], [6,2,6,2], [8,2,8,2], [5,3,5,3], [5,4,5,4], [2,3,4,5], [7,2,7,2]]
+        analysis_configs = fanout_configs+old_fanout_configs
         #self.save_delay_chain_data(word_size, num_words, words_per_row, fanout_configs)
-        self.analyze_delay_chain_data(word_size, num_words, words_per_row, fanout_configs)
+        #self.analyze_delay_chain_data(word_size, num_words, words_per_row, analysis_configs)
+        #self.graph_delays_and_inp_slews(word_size, num_words, words_per_row, analysis_configs)
+        self.graph_inp_slews_and_delay_var(word_size, num_words, words_per_row, analysis_configs)
     
     def save_delay_chain_data(self, word_size, num_words, words_per_row, fanout_configs):
         """Get the delay data by only varying the delay chain size."""
@@ -130,33 +272,207 @@ class data_collection(openram_test):
     
     def analyze_delay_chain_data(self, word_size, num_words, words_per_row, fanout_configs):
         """Compare and graph delay chain variations over different configurations."""
-        dc_avgs = []
-        dc_vars = []
+        if not os.path.exists(DATASET_CSV_NAME):
+            debug.error("Could not find dataset CSV. Aborting analysis...",1)
+        dc_avgs, dc_vars = [],[]
+        rise_avgs, rise_vars = [],[]
+        fall_avgs, fall_vars = [],[]
         for fanouts in fanout_configs:
             data_types = ["wl_measures","sae_measures"]
             filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
             wl_dataframe, sae_dataframe = self.get_csv_data(filenames)
-            
+            rise_delay, fall_delay = self.get_rise_fall_dc_sum(sae_dataframe)
             delay_sums = self.get_delay_chain_sums(sae_dataframe)
             dc_avgs.append(self.get_average(delay_sums))
             dc_vars.append(self.get_variance(delay_sums))
+            
+            rise_avgs.append(self.get_average(rise_delay))
+            rise_vars.append(self.get_variance(rise_delay))
+            
+            fall_avgs.append(self.get_average(fall_delay))
+            fall_vars.append(self.get_variance(fall_delay))
             debug.info(1,"DC config={}: avg={} variance={}".format(fanouts, dc_avgs[-1], dc_vars[-1]))
-        self.plot_two_data_sets(fanout_configs, dc_avgs, dc_vars)
+            
+        #Sort by the delays then graph
+        config_copy = list(fanout_configs)
+        all_data = zip(dc_avgs,config_copy,dc_vars)
+        dc_avgs,config_copy,dc_vars = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Delay (ns)', 'Delay Variance (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, dc_avgs, dc_vars)
         
-    def get_delay_chain_sums(self, sae_dataframe):
-        """Calculate the total delay of the delay chain over different corners"""
+        config_copy = list(fanout_configs)
+        all_data = zip(rise_avgs,config_copy,rise_vars)
+        rise_avgs,config_copy,rise_vars = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Rise Delay (ns)', 'Rise Delay Variance (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, rise_avgs, rise_vars)
+        
+        config_copy = list(fanout_configs)
+        all_data = zip(fall_avgs,config_copy,fall_vars)
+        fall_avgs,config_copy,fall_vars = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Fall Delay (ns)', 'Fall Delay Variance (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, fall_avgs, fall_vars)
+     
+    def graph_inp_slews_and_delay_var(self, word_size, num_words, words_per_row, fanout_configs):
+        """Compare and graph delay chain variations over different configurations."""
+        if not os.path.exists(DATASET_CSV_NAME):
+            debug.error("Could not find dataset CSV. Aborting analysis...",1)
+        dc_delays_var, dc_slews = [],[]
+        rise_delay_var, rise_slew_avgs = [],[]
+        fall_delay_var, fall_slew_avgs = [],[]
+        for fanouts in fanout_configs:
+            data_types = ["sae_measures", "sae_slews"]
+            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
+            sae_delay_df, sae_slew_df = self.get_csv_data(filenames)
+            
+            delay_sums = self.get_delay_chain_sums(sae_delay_df)
+            slew_sums = self.get_delay_chain_avg(sae_slew_df)
+            dc_delays_var.append(self.get_variance(delay_sums))
+            dc_slews.append(self.get_average(slew_sums))
+            
+            rise_delay, fall_delay = self.get_rise_fall_dc_sum(sae_delay_df)
+            rise_delay_var.append(self.get_variance(rise_delay))
+            fall_delay_var.append(self.get_variance(fall_delay))
+            
+            rise_slews, fall_slews = self.get_rise_fall_dc_avg(sae_slew_df)
+            rise_slew_avgs.append(self.get_average(rise_slews))
+            fall_slew_avgs.append(self.get_average(fall_slews))
+            debug.info(1,"DC config={}: slew avg={} delay var={}".format(fanouts, dc_slews[-1], dc_delays_var[-1]))
+            
+        #Sort by the delays then graph
+        config_copy = list(fanout_configs)
+        all_data = zip(dc_slews,config_copy,dc_delays_var)
+        dc_slews,config_copy,dc_delays_var = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Input Slew (ns)', 'Delay Variance (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, dc_slews, dc_delays_var)
+        
+        config_copy = list(fanout_configs)
+        all_data = zip(rise_slew_avgs,config_copy,rise_delay_var)
+        rise_slew_avgs,config_copy,rise_delay_var = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Rise Stage Input Slew (ns)', 'Rise Delay Variance (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, rise_slew_avgs, rise_delay_var)
+        
+        config_copy = list(fanout_configs)
+        all_data = zip(fall_slew_avgs,config_copy,fall_delay_var)
+        fall_slew_avgs,config_copy,fall_delay_var = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Fall Stage Input Slew (ns)', 'Fall Delay Variance (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, fall_slew_avgs, fall_delay_var)
+    
+    def graph_delays_and_inp_slews(self, word_size, num_words, words_per_row, fanout_configs):
+        """Compare and graph delay chain variations over different configurations."""
+        if not os.path.exists(DATASET_CSV_NAME):
+            debug.error("Could not find dataset CSV. Aborting analysis...",1)
+        dc_delays, dc_slews = [],[]
+        rise_delay_avgs, rise_slew_avgs = [],[]
+        fall_delay_avgs, fall_slew_avgs = [],[]
+        for fanouts in fanout_configs:
+            data_types = ["sae_measures", "sae_slews"]
+            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
+            sae_delay_df, sae_slew_df = self.get_csv_data(filenames)
+            
+            delay_sums = self.get_delay_chain_sums(sae_delay_df)
+            slew_sums = self.get_delay_chain_avg(sae_slew_df)
+            dc_delays.append(self.get_average(delay_sums))
+            dc_slews.append(self.get_average(slew_sums))
+            
+            rise_delay, fall_delay = self.get_rise_fall_dc_sum(sae_delay_df)
+            rise_delay_avgs.append(self.get_average(rise_delay))
+            fall_delay_avgs.append(self.get_average(fall_delay))
+            
+            rise_slews, fall_slews = self.get_rise_fall_dc_avg(sae_slew_df)
+            rise_slew_avgs.append(self.get_average(rise_slews))
+            fall_slew_avgs.append(self.get_average(fall_slews))
+            debug.info(1,"DC config={}: delay avg={} slew avg={}".format(fanouts, dc_delays[-1], dc_slews[-1]))
+            
+        #Sort by the delays then graph
+        config_copy = list(fanout_configs)
+        all_data = zip(dc_delays,config_copy,dc_slews)
+        dc_delays,config_copy,dc_slews = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Delay (ns)', 'Average Input Slew (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, dc_delays, dc_slews)
+        
+        config_copy = list(fanout_configs)
+        all_data = zip(rise_delay_avgs,config_copy,rise_slew_avgs)
+        rise_delay_avgs,config_copy,rise_slew_avgs = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Rise Delay (ns)', 'Average Input Slew (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, rise_delay_avgs, rise_slew_avgs)
+        
+        config_copy = list(fanout_configs)
+        all_data = zip(fall_delay_avgs,config_copy,fall_slew_avgs)
+        fall_delay_avgs,config_copy,fall_slew_avgs = zip(*sorted(all_data))
+        x_ax_label = 'DC Fanouts'
+        y_ax_labels = ['Average Fall Delay (ns)', 'Average Input Slew (ns)']
+        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, fall_delay_avgs, fall_slew_avgs)
+    
+    
+    def get_delay_chain_data(self, sae_dataframe):
+        """Get the data of the delay chain over different corners"""
         start_dc_pos = sae_dataframe.columns.get_loc('dc_start_ind')
         end_dc_pos = sae_dataframe.columns.get_loc('dc_end_ind')
         start_data_pos = len(self.config_fields)+len(self.sae_config_fields)+1 #items before this point are configuration related
-        delay_sums = []
-        row_count = 0
+        delay_data = []
         #Get delay sums over different corners
         for sae_row in sae_dataframe.itertuples():
             start_dc, end_dc = sae_row[start_dc_pos+1], sae_row[end_dc_pos+1]
             dc_delays = sae_row[start_data_pos+start_dc:start_data_pos+end_dc]
-            delay_sums.append(sum(dc_delays))
-        return delay_sums
+            delay_data.append(dc_delays)
+        return delay_data
         
+    def get_delay_chain_sums(self, sae_dataframe):
+        """Calculate the sum of each delay chain for each corner"""
+        dc_data = self.get_delay_chain_data(sae_dataframe)
+        return [sum(data_list) for data_list in dc_data]
+    
+    def get_delay_chain_avg(self, sae_dataframe):
+        """Calculate the average of each delay chain for each corner"""
+        dc_data = self.get_delay_chain_data(sae_dataframe)
+        return [sum(data_list)/len(data_list) for data_list in dc_data]
+    
+    def get_rise_fall_dc_data_per_corner(self,sae_dataframe):
+        """Extracts the data from the dataframe which represents the delay chain.
+           Delay chain data is marked by indices in the CSV.
+        """
+        start_dc_pos = sae_dataframe.columns.get_loc('dc_start_ind')
+        end_dc_pos = sae_dataframe.columns.get_loc('dc_end_ind')
+        start_data_pos = len(self.config_fields)+len(self.sae_config_fields)+1 #items before this point are configuration related
+        rise_data = []
+        fall_data = []
+        #Get delay sums over different corners
+        for sae_row in sae_dataframe.itertuples():
+            start_dc, end_dc = sae_row[start_dc_pos+1], sae_row[end_dc_pos+1]
+            fall_list = sae_row[start_data_pos+start_dc:start_data_pos+end_dc:2]
+            rise_list = sae_row[start_data_pos+start_dc+1:start_data_pos+end_dc:2]
+            fall_data.append(fall_list)
+            rise_data.append(rise_list) 
+        return rise_data, fall_data
+    
+    def get_rise_fall_dc_sum(self,sae_dataframe):
+        """Gets the delay/slew sum of the delay chain for every corner"""
+        #Get list of lists of delay chain data and reduce to sums
+        rise_data, fall_data = self.get_rise_fall_dc_data_per_corner(sae_dataframe)
+        rise_sums = [sum(dc_data) for dc_data in rise_data]
+        fall_sums = [sum(dc_data) for dc_data in fall_data]
+        return rise_sums,fall_sums
+    
+    def get_rise_fall_dc_avg(self,sae_dataframe):
+        """Gets the delay/slew average of the delay chain for every corner"""
+        #Get list of lists of delay chain data and reduce to sums
+        rise_data, fall_data = self.get_rise_fall_dc_data_per_corner(sae_dataframe)
+        rise_avgs = [sum(dc_data)/len(dc_data) for dc_data in rise_data]
+        fall_avgs = [sum(dc_data)/len(dc_data) for dc_data in fall_data]
+        return rise_avgs,fall_avgs
+    
+    def get_sum(self, dataframe):
+        """Get full delay from csv using the sum field in the df"""
+        return list(dataframe['sum'])
+    
     def get_variance(self, nums):
         avg = self.get_average(nums)
         delay_variance = sum((xi - avg) ** 2 for xi in nums) / len(nums)
@@ -173,15 +489,15 @@ class data_collection(openram_test):
         plt.plot(data_range, y_values, 'ro')
         plt.show()
     
-    def plot_two_data_sets(self, x_labels, y1_values, y2_values):
-        """Plots two data sets on the same x-axis. Uses hardcoded axis names."""
+    def plot_delay_variance_data_sets(self, x_labels, x_ax_name, y_labels, y1_delays, y2_vars):
+        """Plots two data sets on the same x-axis."""
         data_range = [i for i in range(len(x_labels))]
         fig, ax1 = plt.subplots()
 
         color = 'tab:red'
-        ax1.set_xlabel('DC (Stages,Fanout)')
-        ax1.set_ylabel('Average Delay (ns)', color=color)
-        ax1.plot(data_range, y1_values, marker='o', color=color, linestyle='')
+        ax1.set_xlabel(str(x_ax_name))
+        ax1.set_ylabel(y_labels[0], color=color)
+        ax1.plot(data_range, y1_delays, marker='o', color=color, linestyle='')
         ax1.tick_params(axis='y', labelcolor=color)
         ax1.tick_params(axis='x', labelrotation=-90)
 
@@ -189,8 +505,8 @@ class data_collection(openram_test):
 
         color = 'tab:blue'
         #ax2.set_xticks(data_range, x_labels)
-        ax2.set_ylabel('Delay Variance (ns)', color=color)  # we already handled the x-label with ax1
-        ax2.plot(data_range, y2_values, marker='*', color=color, linestyle='')
+        ax2.set_ylabel(y_labels[1], color=color)  # we already handled the x-label with ax1
+        ax2.plot(data_range, y2_vars, marker='*', color=color, linestyle='')
         ax2.tick_params(axis='y', labelcolor=color)
 
         fig.tight_layout()  # otherwise the right y-label is slightly clipped

From ea51cfdbb4fe8305505e5ffc3af7c7e113e5ec3e Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Tue, 26 Feb 2019 22:46:38 -0800
Subject: [PATCH 71/77] Removed data collection script

---
 compiler/tests/config_data.py           |  16 -
 compiler/tests/delay_data_collection.py | 808 ------------------------
 2 files changed, 824 deletions(-)
 delete mode 100755 compiler/tests/config_data.py
 delete mode 100644 compiler/tests/delay_data_collection.py

diff --git a/compiler/tests/config_data.py b/compiler/tests/config_data.py
deleted file mode 100755
index dd78ebcd..00000000
--- a/compiler/tests/config_data.py
+++ /dev/null
@@ -1,16 +0,0 @@
-#Config file used for collecting data.
-word_size = 1
-num_words = 16
-
-tech_name = "freepdk45"
-#Default corner
-#process_corners = ["TT"]
-supply_voltages = [1.0]
-temperatures = [25]
-
-#Corner options
-process_corners = ["TT", "FF", "SS"]
-#supply_voltages = [.9, 1.0, 1.1]
-#temperatures = [10,25,50]
-
-
diff --git a/compiler/tests/delay_data_collection.py b/compiler/tests/delay_data_collection.py
deleted file mode 100644
index ca3e26d0..00000000
--- a/compiler/tests/delay_data_collection.py
+++ /dev/null
@@ -1,808 +0,0 @@
-#!/usr/bin/env python3
-"""
-Run a regression test on various srams
-"""
-import csv,sys,os
-import pandas as pd
-import matplotlib.pyplot as plt
-
-import unittest
-from testutils import header,openram_test
-sys.path.append(os.path.join(sys.path[0],".."))
-import globals
-from globals import OPTS
-import debug
-from sram import sram
-from sram_config import sram_config
-
-MODEL_DIR = "model_data/"
-DATASET_CSV_NAME = MODEL_DIR+'datasets.csv'
-
-# Data Collection class
-# This module can perform two tasks
-#  1) Collect data
-#  2) Display data
-# Data Collection - 
-# A single SRAM simulation will collect 6 datasets: wordline (WL) delays, sense amp enable (SAE) delays,
-# WL slews, SAE slews, WL model delays, SAE model delays.
-# Each dataset is stored in a separate csv file. Each row of the CSV refers to a different corner simulated on.
-# The files names are stored in DATASET_CSV_NAME marked above.
-# There are 2 main ways the collection is targeted: looking at different delay chain sizes and looking at different SRAM configurations.
-# These are separated by different functions and should not be collected together.
-#
-# Data display - 
-# There are many functions in this file which will search (or told) for data using DATASET_CSV_NAME as a guide.
-# Delay chain data is analyzed in analyze_delay_chain_data, graph_delays_and_inp_slews, and graph_inp_slews_and_delay_var
-# WL and SAE graphing is done in analyze_sae_data and graph_delays_and_var
-#
-# Data collection and each analysis can be run independently, but the one you want needs to be commented in/out.
-
-class data_collection(openram_test):
-
-    def runTest(self):
-    
-        #Uncomment this for model evaluation
-        # ratio_data = self.calculate_delay_ratios_of_srams()
-        # self.display_data(ratio_data)
-        
-        self.run_setup()
-        
-        self.run_delay_chain_analysis()
-        #self.run_sae_analysis()
-        globals.end_openram()
-    
-    def run_setup(self):
-        """Checks file existence and sets some member variables"""
-        if not os.path.isdir(MODEL_DIR):
-            os.mkdir(MODEL_DIR)
-        
-        #File requires names from the delay measurement object.
-        #Initialization is delayed until one configuration simulation has occurred.
-        self.dataset_initialized=False
-        
-        #These help mark positions in the csv file for data collection and analysis
-        self.config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_resized', 'process', 'voltage', 'temp']
-        self.sae_config_fields = ['dc_start_ind', 'dc_end_ind']
-        self.other_data_fields = ['sum']
-
-    
-    def init_dataset_csv(self, file_fields):
-        """Creates csv which holds files names of all available datasets."""
-        debug.info(2,'Initializing dataset file and dataframe.')
-        self.dataset_file_fields = file_fields 
-        self.dataset_file_fields.sort()
-        config_fields = ['word_size', 'num_words', 'words_per_row', 'dc_config']
-        self.dataset_fields = config_fields+self.dataset_file_fields
-        
-        if not os.path.exists(DATASET_CSV_NAME):
-            debug.info(2,'No dataset file found. Creating dataset file.')
-            dataset_csv = open(DATASET_CSV_NAME, 'w')
-            csv_writer = csv.writer(dataset_csv, lineterminator = '\n')
-            csv_writer.writerow(self.dataset_fields)
-            dataset_csv.close()
-            self.dataset_initialized=True
-        self.datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
-        
-    def add_dataset(self, word_size, num_words, words_per_row):
-        """Added filenames to DATASET_CSV_NAME"""
-        cur_len = len(self.datasets_df)
-        #list converted to str as lists as saved as str in the csv file.
-        #e.g. list=[2,2] -> csv entry = '[2,2]'
-        fanout_str = str(self.delay_obj.get_num_delay_fanout_list())
-        file_names = [self.file_name_dict[fname] for fname in self.dataset_file_fields]
-        new_df_row = [word_size, num_words, words_per_row,fanout_str]+file_names
-        
-        df_bool = (self.datasets_df['word_size'] == word_size) & (self.datasets_df['num_words'] == num_words) & (self.datasets_df['words_per_row'] == words_per_row) & (self.datasets_df['dc_config'] == fanout_str)
-        if len(self.datasets_df.loc[df_bool]) == 0:
-            self.datasets_df = self.datasets_df.append(pd.Series(new_df_row, self.dataset_fields), ignore_index=True)
-        else:    
-            self.datasets_df.loc[df_bool] = [new_df_row]
-                           
-    
-    def get_filename_by_config(self, data_types, word_size, num_words, words_per_row, fanout_list):
-        """Searches the dataset csv for a config match. Extracts the filenames for the desired data."""
-        start_fname_ind = 4 # four query items
-        
-        fanout_str = str(fanout_list)
-        datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
-        df_bool = (datasets_df['word_size'] == word_size) & (datasets_df['num_words'] == num_words) & (datasets_df['words_per_row'] == words_per_row) & (datasets_df['dc_config'] == fanout_str)
-        df_filtered = datasets_df.loc[df_bool]
-        if len(df_filtered) > 1:    
-            debug.info(1,"Found more than 1 dataset entry with the same configuration. Using the first found")
-        elif len(df_filtered) == 0:
-            debug.error("Dataset for configuration not found:\n \
-            word_size={}, num_words={}, words_per_row={}, fanout_list={}".format(word_size,
-                                                                                 num_words,
-                                                                                 words_per_row,
-                                                                                 fanout_list), 1)
-        df_row = df_filtered.iloc[0]    
-        #Check csv header against expected    
-        csv_data_types = list(df_filtered)[start_fname_ind:]
-        if not set(data_types).issubset(set(csv_data_types)):
-            debug.error("Dataset csv header does not match expected:\nExpected={}\nCSV={}".format(data_types,
-                                                                                                  csv_data_types),1)
-        
-        return [df_row[dt] for dt in data_types]
-    
-    def get_all_filenames(self, data_types):
-        """Gets all files from dataset.csv specified by the datatype (model/measure)"""
-        start_fname_ind = 4 # four query items
-       
-        datasets_df = pd.read_csv(DATASET_CSV_NAME, encoding='utf-8')
-        csv_data_types = list(datasets_df)[start_fname_ind:]
-        if not set(data_types).issubset(set(csv_data_types)):
-            debug.error("Dataset csv header does not match expected:\nExpected={}\nCSV={}".format(data_types,
-                                                                                                  csv_data_types),1)
-
-        return [list(datasets_df[dt]) for dt in data_types]
-    
-    def run_sae_analysis(self):
-        """Generates sram with different delay chain configs over different corners and 
-           analyzes delay average and variation."""
-        #config_tuple_list = [(8, 16, 1),(8, 32, 1),(16, 32, 1), (32, 64, 1), (64, 32, 1), (64, 64, 1), (32, 128, 1)]   
-        #config_tuple_list = [(1, 16, 1),(4, 16, 1),(16, 16, 1), (32, 32, 1)]
-        config_tuple_list = [(1, 16, 1),(4, 16, 1)]
-        self.save_sram_data_using_configs(config_tuple_list)
-        self.analyze_sae_data() #Uses all available data
-        #self.graph_delays_and_var('sae_measures')
-        #self.graph_delays_and_var('wl_measures')
-        #self.compare_wl_sae_data()
-    
-    def save_sram_data_using_configs(self, config_list):
-        """Get SRAM data for different configurations"""
-        for config in config_list:
-            word_size, num_words, words_per_row = config
-            self.init_data_gen()
-            self.save_data_sram_corners(word_size, num_words, words_per_row)
-    
-    def analyze_sae_data(self):
-        """Compare and graph delay chain variations over different configurations."""
-        delay_avgs_ratio = []
-        delay_vars_ratio = []
-        sram_configs = []
-        data_types = ["sae_measures"]
-        sae_filenames = self.get_all_filenames(data_types)[0]
-        sae_dataframes = self.get_csv_data(sae_filenames)
-        
-        for df in sae_dataframes:
-            #Each row in df contains sram config. Only use the first one (they should all be the same)
-            config = df[['word_size', 'num_words', 'words_per_row']].values.tolist()[0]
-            sram_configs.append(config)
-            delay_sums = self.get_sum(df)
-            delay_chain_sums = self.get_delay_chain_sums(df)
-            delay_avgs_ratio.append(self.get_average(delay_chain_sums)/self.get_average(delay_sums))
-            delay_vars_ratio.append(self.get_variance(delay_chain_sums)/self.get_variance(delay_sums))
-            debug.info(1,"DC config={}: avg ratio={} var ratio={}".format(sram_configs[-1], 
-                                                                          delay_avgs_ratio[-1], 
-                                                                          delay_vars_ratio[-1]))
-            
-        #Sort by the delays then graph
-        all_data = zip(delay_avgs_ratio,sram_configs,delay_vars_ratio)
-        delay_avgs_ratio,sram_configs,delay_vars_ratio = zip(*sorted(all_data))
-        x_ax_label = '[word_size, num_words, words_per_row]'
-        y_ax_labels = ['DC/SAE Delay Ratio', 'DC/SAE Var. Ratio']
-        self.plot_delay_variance_data_sets(sram_configs, x_ax_label, y_ax_labels, delay_avgs_ratio, delay_vars_ratio)
-    
-    def compare_wl_sae_data(self):
-        """Compare and graph delay chain variations over different configurations."""
-        delay_avgs_ratio = []
-        delay_vars_ratio = []
-        sram_configs = []
-        data_types = ["wl_measures","sae_measures"]
-        data_filenames = self.get_all_filenames(data_types)
-        wl_filenames = data_filenames[0]
-        wl_dataframes = self.get_csv_data(wl_filenames)
-        sae_filenames = data_filenames[1]
-        sae_dataframes = self.get_csv_data(sae_filenames)
-        
-        #Loop through all configurations found
-        for wl_df,sae_df in zip(wl_dataframes,sae_dataframes):
-            #Each row in df contains sram config. Only use the first one (they should all be the same)
-            config = wl_df[['word_size', 'num_words', 'words_per_row']].values.tolist()[0]
-            sram_configs.append(config)
-            wl_delays = self.get_sum(wl_df)
-            sae_delays = self.get_sum(sae_df)
-            delay_avgs_ratio.append(self.get_average(wl_delays)/self.get_average(sae_delays))
-            delay_vars_ratio.append(self.get_variance(wl_delays)/self.get_variance(sae_delays))
-            debug.info(1,"DC config={}: avg ratio={} var ratio={}".format(sram_configs[-1], 
-                                                                          delay_avgs_ratio[-1], 
-                                                                          delay_vars_ratio[-1]))
-            
-        #Sort by the delays then graph
-        all_data = zip(delay_avgs_ratio,sram_configs,delay_vars_ratio)
-        delay_avgs_ratio,sram_configs,delay_vars_ratio = zip(*sorted(all_data))
-        x_ax_label = 'SRAM Config'
-        y_ax_labels = ['WL/SAE Delay Ratio', 'WL/SAE Var. Ratio']
-        self.plot_delay_variance_data_sets(sram_configs, x_ax_label, y_ax_labels, delay_avgs_ratio, delay_vars_ratio)
-    
-    def graph_delays_and_var(self, data_type):
-        delay_avgs = []
-        delay_vars = []
-        sram_configs = []
-        data_filenames = self.get_all_filenames([data_type])[0]
-        dataframes = self.get_csv_data(data_filenames)
-        
-        #Loop through all configurations found
-        for df in dataframes:
-            #Each row in df contains sram config. Only use the first one (they should all be the same)
-            config = df[['word_size', 'num_words', 'words_per_row']].values.tolist()[0]
-            sram_configs.append(config)
-            delays = self.get_sum(df)
-            delay_avgs.append(self.get_average(delays))
-            delay_vars.append(self.get_variance(delays))
-            debug.info(1,"DC config={}: avg={}, var={}".format(sram_configs[-1], 
-                                                               delay_avgs[-1], 
-                                                               delay_vars[-1]))
-            
-        #Sort by the delays then graph
-        all_data = zip(delay_avgs,sram_configs,delay_vars)
-        delay_avgs,sram_configs,delay_vars = zip(*sorted(all_data))
-        x_ax_label = 'SRAM Config'
-        y_ax_labels = ['Avg. Delay', 'Delay Variance']
-        self.plot_delay_variance_data_sets(sram_configs, x_ax_label, y_ax_labels, delay_avgs, delay_vars)
-        
-    def run_delay_chain_analysis(self):
-        """Generates sram with different delay chain configs over different corners and 
-           analyzes delay average and variation."""
-        OPTS.use_tech_delay_chain_size = True
-        #Constant sram config for this test   
-        word_size, num_words, words_per_row = 1, 16, 1
-        #Only change delay chain
-        #dc_config_list = [(2,3), (3,3), (3,4), (4,2), (4,3), (4,4), (2,4), (2,5)]
-        #dc_config_list = [(2,3), (3,3)]
-        
-        #fanout_configs = [[3,3], [3,3,3]]
-        old_fanout_configs = []
-        fanout_configs = [[3,3], [2,3,2,3], [2,4,2,4], [2,2,2,2], [3,3,3,3], [4,4],[4,4,4,4], [5,5], \
-                              [2,2], [2,5,2,5], [2,6,2,6], [2,8,2,8], [3,5,3,5], [4,5,4,5], [2,2,2,2,2,2], [3,3,3,3,3,3],\
-                              [6,6],[7,7],[8,8],[9,9],[10,10],[11,11],
-                              [5,2,5,2], [6,2,6,2], [8,2,8,2], [5,3,5,3], [5,4,5,4], [2,3,4,5], [7,2,7,2]]
-        analysis_configs = fanout_configs+old_fanout_configs
-        #self.save_delay_chain_data(word_size, num_words, words_per_row, fanout_configs)
-        #self.analyze_delay_chain_data(word_size, num_words, words_per_row, analysis_configs)
-        #self.graph_delays_and_inp_slews(word_size, num_words, words_per_row, analysis_configs)
-        self.graph_inp_slews_and_delay_var(word_size, num_words, words_per_row, analysis_configs)
-    
-    def save_delay_chain_data(self, word_size, num_words, words_per_row, fanout_configs):
-        """Get the delay data by only varying the delay chain size."""
-        for fanouts in fanout_configs:
-            self.init_data_gen()
-            self.set_delay_chain(fanouts)
-            self.save_data_sram_corners(word_size, num_words, words_per_row)
-    
-    def analyze_delay_chain_data(self, word_size, num_words, words_per_row, fanout_configs):
-        """Compare and graph delay chain variations over different configurations."""
-        if not os.path.exists(DATASET_CSV_NAME):
-            debug.error("Could not find dataset CSV. Aborting analysis...",1)
-        dc_avgs, dc_vars = [],[]
-        rise_avgs, rise_vars = [],[]
-        fall_avgs, fall_vars = [],[]
-        for fanouts in fanout_configs:
-            data_types = ["wl_measures","sae_measures"]
-            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
-            wl_dataframe, sae_dataframe = self.get_csv_data(filenames)
-            rise_delay, fall_delay = self.get_rise_fall_dc_sum(sae_dataframe)
-            delay_sums = self.get_delay_chain_sums(sae_dataframe)
-            dc_avgs.append(self.get_average(delay_sums))
-            dc_vars.append(self.get_variance(delay_sums))
-            
-            rise_avgs.append(self.get_average(rise_delay))
-            rise_vars.append(self.get_variance(rise_delay))
-            
-            fall_avgs.append(self.get_average(fall_delay))
-            fall_vars.append(self.get_variance(fall_delay))
-            debug.info(1,"DC config={}: avg={} variance={}".format(fanouts, dc_avgs[-1], dc_vars[-1]))
-            
-        #Sort by the delays then graph
-        config_copy = list(fanout_configs)
-        all_data = zip(dc_avgs,config_copy,dc_vars)
-        dc_avgs,config_copy,dc_vars = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Delay (ns)', 'Delay Variance (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, dc_avgs, dc_vars)
-        
-        config_copy = list(fanout_configs)
-        all_data = zip(rise_avgs,config_copy,rise_vars)
-        rise_avgs,config_copy,rise_vars = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Rise Delay (ns)', 'Rise Delay Variance (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, rise_avgs, rise_vars)
-        
-        config_copy = list(fanout_configs)
-        all_data = zip(fall_avgs,config_copy,fall_vars)
-        fall_avgs,config_copy,fall_vars = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Fall Delay (ns)', 'Fall Delay Variance (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, fall_avgs, fall_vars)
-     
-    def graph_inp_slews_and_delay_var(self, word_size, num_words, words_per_row, fanout_configs):
-        """Compare and graph delay chain variations over different configurations."""
-        if not os.path.exists(DATASET_CSV_NAME):
-            debug.error("Could not find dataset CSV. Aborting analysis...",1)
-        dc_delays_var, dc_slews = [],[]
-        rise_delay_var, rise_slew_avgs = [],[]
-        fall_delay_var, fall_slew_avgs = [],[]
-        for fanouts in fanout_configs:
-            data_types = ["sae_measures", "sae_slews"]
-            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
-            sae_delay_df, sae_slew_df = self.get_csv_data(filenames)
-            
-            delay_sums = self.get_delay_chain_sums(sae_delay_df)
-            slew_sums = self.get_delay_chain_avg(sae_slew_df)
-            dc_delays_var.append(self.get_variance(delay_sums))
-            dc_slews.append(self.get_average(slew_sums))
-            
-            rise_delay, fall_delay = self.get_rise_fall_dc_sum(sae_delay_df)
-            rise_delay_var.append(self.get_variance(rise_delay))
-            fall_delay_var.append(self.get_variance(fall_delay))
-            
-            rise_slews, fall_slews = self.get_rise_fall_dc_avg(sae_slew_df)
-            rise_slew_avgs.append(self.get_average(rise_slews))
-            fall_slew_avgs.append(self.get_average(fall_slews))
-            debug.info(1,"DC config={}: slew avg={} delay var={}".format(fanouts, dc_slews[-1], dc_delays_var[-1]))
-            
-        #Sort by the delays then graph
-        config_copy = list(fanout_configs)
-        all_data = zip(dc_slews,config_copy,dc_delays_var)
-        dc_slews,config_copy,dc_delays_var = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Input Slew (ns)', 'Delay Variance (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, dc_slews, dc_delays_var)
-        
-        config_copy = list(fanout_configs)
-        all_data = zip(rise_slew_avgs,config_copy,rise_delay_var)
-        rise_slew_avgs,config_copy,rise_delay_var = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Rise Stage Input Slew (ns)', 'Rise Delay Variance (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, rise_slew_avgs, rise_delay_var)
-        
-        config_copy = list(fanout_configs)
-        all_data = zip(fall_slew_avgs,config_copy,fall_delay_var)
-        fall_slew_avgs,config_copy,fall_delay_var = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Fall Stage Input Slew (ns)', 'Fall Delay Variance (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, fall_slew_avgs, fall_delay_var)
-    
-    def graph_delays_and_inp_slews(self, word_size, num_words, words_per_row, fanout_configs):
-        """Compare and graph delay chain variations over different configurations."""
-        if not os.path.exists(DATASET_CSV_NAME):
-            debug.error("Could not find dataset CSV. Aborting analysis...",1)
-        dc_delays, dc_slews = [],[]
-        rise_delay_avgs, rise_slew_avgs = [],[]
-        fall_delay_avgs, fall_slew_avgs = [],[]
-        for fanouts in fanout_configs:
-            data_types = ["sae_measures", "sae_slews"]
-            filenames = self.get_filename_by_config(data_types, word_size, num_words, words_per_row, fanouts)
-            sae_delay_df, sae_slew_df = self.get_csv_data(filenames)
-            
-            delay_sums = self.get_delay_chain_sums(sae_delay_df)
-            slew_sums = self.get_delay_chain_avg(sae_slew_df)
-            dc_delays.append(self.get_average(delay_sums))
-            dc_slews.append(self.get_average(slew_sums))
-            
-            rise_delay, fall_delay = self.get_rise_fall_dc_sum(sae_delay_df)
-            rise_delay_avgs.append(self.get_average(rise_delay))
-            fall_delay_avgs.append(self.get_average(fall_delay))
-            
-            rise_slews, fall_slews = self.get_rise_fall_dc_avg(sae_slew_df)
-            rise_slew_avgs.append(self.get_average(rise_slews))
-            fall_slew_avgs.append(self.get_average(fall_slews))
-            debug.info(1,"DC config={}: delay avg={} slew avg={}".format(fanouts, dc_delays[-1], dc_slews[-1]))
-            
-        #Sort by the delays then graph
-        config_copy = list(fanout_configs)
-        all_data = zip(dc_delays,config_copy,dc_slews)
-        dc_delays,config_copy,dc_slews = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Delay (ns)', 'Average Input Slew (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, dc_delays, dc_slews)
-        
-        config_copy = list(fanout_configs)
-        all_data = zip(rise_delay_avgs,config_copy,rise_slew_avgs)
-        rise_delay_avgs,config_copy,rise_slew_avgs = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Rise Delay (ns)', 'Average Input Slew (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, rise_delay_avgs, rise_slew_avgs)
-        
-        config_copy = list(fanout_configs)
-        all_data = zip(fall_delay_avgs,config_copy,fall_slew_avgs)
-        fall_delay_avgs,config_copy,fall_slew_avgs = zip(*sorted(all_data))
-        x_ax_label = 'DC Fanouts'
-        y_ax_labels = ['Average Fall Delay (ns)', 'Average Input Slew (ns)']
-        self.plot_delay_variance_data_sets(config_copy, x_ax_label, y_ax_labels, fall_delay_avgs, fall_slew_avgs)
-    
-    
-    def get_delay_chain_data(self, sae_dataframe):
-        """Get the data of the delay chain over different corners"""
-        start_dc_pos = sae_dataframe.columns.get_loc('dc_start_ind')
-        end_dc_pos = sae_dataframe.columns.get_loc('dc_end_ind')
-        start_data_pos = len(self.config_fields)+len(self.sae_config_fields)+1 #items before this point are configuration related
-        delay_data = []
-        #Get delay sums over different corners
-        for sae_row in sae_dataframe.itertuples():
-            start_dc, end_dc = sae_row[start_dc_pos+1], sae_row[end_dc_pos+1]
-            dc_delays = sae_row[start_data_pos+start_dc:start_data_pos+end_dc]
-            delay_data.append(dc_delays)
-        return delay_data
-        
-    def get_delay_chain_sums(self, sae_dataframe):
-        """Calculate the sum of each delay chain for each corner"""
-        dc_data = self.get_delay_chain_data(sae_dataframe)
-        return [sum(data_list) for data_list in dc_data]
-    
-    def get_delay_chain_avg(self, sae_dataframe):
-        """Calculate the average of each delay chain for each corner"""
-        dc_data = self.get_delay_chain_data(sae_dataframe)
-        return [sum(data_list)/len(data_list) for data_list in dc_data]
-    
-    def get_rise_fall_dc_data_per_corner(self,sae_dataframe):
-        """Extracts the data from the dataframe which represents the delay chain.
-           Delay chain data is marked by indices in the CSV.
-        """
-        start_dc_pos = sae_dataframe.columns.get_loc('dc_start_ind')
-        end_dc_pos = sae_dataframe.columns.get_loc('dc_end_ind')
-        start_data_pos = len(self.config_fields)+len(self.sae_config_fields)+1 #items before this point are configuration related
-        rise_data = []
-        fall_data = []
-        #Get delay sums over different corners
-        for sae_row in sae_dataframe.itertuples():
-            start_dc, end_dc = sae_row[start_dc_pos+1], sae_row[end_dc_pos+1]
-            fall_list = sae_row[start_data_pos+start_dc:start_data_pos+end_dc:2]
-            rise_list = sae_row[start_data_pos+start_dc+1:start_data_pos+end_dc:2]
-            fall_data.append(fall_list)
-            rise_data.append(rise_list) 
-        return rise_data, fall_data
-    
-    def get_rise_fall_dc_sum(self,sae_dataframe):
-        """Gets the delay/slew sum of the delay chain for every corner"""
-        #Get list of lists of delay chain data and reduce to sums
-        rise_data, fall_data = self.get_rise_fall_dc_data_per_corner(sae_dataframe)
-        rise_sums = [sum(dc_data) for dc_data in rise_data]
-        fall_sums = [sum(dc_data) for dc_data in fall_data]
-        return rise_sums,fall_sums
-    
-    def get_rise_fall_dc_avg(self,sae_dataframe):
-        """Gets the delay/slew average of the delay chain for every corner"""
-        #Get list of lists of delay chain data and reduce to sums
-        rise_data, fall_data = self.get_rise_fall_dc_data_per_corner(sae_dataframe)
-        rise_avgs = [sum(dc_data)/len(dc_data) for dc_data in rise_data]
-        fall_avgs = [sum(dc_data)/len(dc_data) for dc_data in fall_data]
-        return rise_avgs,fall_avgs
-    
-    def get_sum(self, dataframe):
-        """Get full delay from csv using the sum field in the df"""
-        return list(dataframe['sum'])
-    
-    def get_variance(self, nums):
-        avg = self.get_average(nums)
-        delay_variance = sum((xi - avg) ** 2 for xi in nums) / len(nums)
-        return delay_variance
-        
-    def get_average(self,nums):
-        return sum(nums) / len(nums)
-    
-    def plot_data(self, x_labels, y_values):
-        """Display a plot using matplot lib. 
-           Assumes input x values are just labels and y values are actual data."""
-        data_range = [i+1 for i in range(len(x_labels))]
-        plt.xticks(data_range, x_labels)
-        plt.plot(data_range, y_values, 'ro')
-        plt.show()
-    
-    def plot_delay_variance_data_sets(self, x_labels, x_ax_name, y_labels, y1_delays, y2_vars):
-        """Plots two data sets on the same x-axis."""
-        data_range = [i for i in range(len(x_labels))]
-        fig, ax1 = plt.subplots()
-
-        color = 'tab:red'
-        ax1.set_xlabel(str(x_ax_name))
-        ax1.set_ylabel(y_labels[0], color=color)
-        ax1.plot(data_range, y1_delays, marker='o', color=color, linestyle='')
-        ax1.tick_params(axis='y', labelcolor=color)
-        ax1.tick_params(axis='x', labelrotation=-90)
-
-        ax2 = ax1.twinx()  # instantiate a second axes that shares the same x-axis
-
-        color = 'tab:blue'
-        #ax2.set_xticks(data_range, x_labels)
-        ax2.set_ylabel(y_labels[1], color=color)  # we already handled the x-label with ax1
-        ax2.plot(data_range, y2_vars, marker='*', color=color, linestyle='')
-        ax2.tick_params(axis='y', labelcolor=color)
-
-        fig.tight_layout()  # otherwise the right y-label is slightly clipped
-        plt.xticks(data_range, x_labels, rotation=90)
-        plt.show()
-    
-    def calculate_delay_ratios_of_srams(self):
-        """Runs delay measurements on several sram configurations.
-        Computes the delay ratio for each one."""
-        delay_ratio_data = {}
-        config_tuple_list = [(32, 1024, None)]
-        #config_tuple_list = [(1, 16, 1),(4, 16, 1), (16, 16, 1), (32, 32, 1)]
-        for sram_config in config_tuple_list:
-            word_size, num_words, words_per_row = sram_config
-            self.init_data_gen()
-            self.save_data_sram_corners(word_size, num_words, words_per_row)
-            model_delay_ratios, meas_delay_ratios, ratio_error = self.compare_model_to_measure()
-            delay_ratio_data[sram_config] = ratio_error
-            debug.info(1, "Ratio percentage error={}".format(ratio_error))
-        return delay_ratio_data
-        
-    def get_csv_data(self, filenames):
-        """Returns a dataframe for each file name. Returns as tuple for convenience"""
-        dataframes = [pd.read_csv(fname,encoding='utf-8') for fname in filenames]
-        return tuple(dataframes)
-        
-    def evaluate_data(self, wl_dataframe, sae_dataframe):
-        """Analyze the delay error and variation error"""
-        delay_error = self.calculate_delay_error(wl_dataframe, sae_dataframe)
-        debug.info(1, "Delay errors:{}".format(delay_error))
-        variation_error = self.calculate_delay_variation_error(wl_dataframe, sae_dataframe)
-        debug.info(1, "Variation errors:{}".format(variation_error))
-    
-    def compare_model_to_measure(self):
-        """Uses the last 4 recent data sets (wl_meas, sen_meas, wl_model, sen_model)
-           and compare the wl-sen delay ratio between model and measured.
-        """
-        model_delay_ratios = {}
-        meas_delay_ratios = {}
-        ratio_error = {}
-        #The full file name contains unrelated portions, separate them into the four that are needed
-        file_list = self.file_name_dict.values()
-        wl_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "wl_measures" in file_name][0]
-        sae_meas_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "sae_measures" in file_name][0]
-        wl_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "wl_model" in file_name][0]
-        sae_model_df = [pd.read_csv(file_name,encoding='utf-8') for file_name in file_list if "sae_model" in file_name][0]
-        
-        #Assume each csv has the same corners (and the same row order), use one of the dfs for corners
-        proc_pos, volt_pos, temp_pos = wl_meas_df.columns.get_loc('process'), wl_meas_df.columns.get_loc('voltage'), wl_meas_df.columns.get_loc('temp')
-        wl_sum_pos = wl_meas_df.columns.get_loc('sum')
-        sae_sum_pos = sae_meas_df.columns.get_loc('sum')
-        
-        df_zip = zip(wl_meas_df.itertuples(),sae_meas_df.itertuples(),wl_model_df.itertuples(),sae_model_df.itertuples())
-        for wl_meas,sae_meas,wl_model,sae_model in df_zip:
-            #Use previously calculated position to index the df row. 
-            corner = (wl_meas[proc_pos+1], wl_meas[volt_pos+1], wl_meas[temp_pos+1])
-            meas_delay_ratios[corner] = wl_meas[wl_sum_pos+1]/sae_meas[sae_sum_pos+1]
-            model_delay_ratios[corner] = wl_model[wl_sum_pos+1]/sae_model[sae_sum_pos+1]
-            #Not using absolute error, positive error means model was larger, negative error means it was smaller.
-            ratio_error[corner] = 100*(model_delay_ratios[corner]-meas_delay_ratios[corner])/meas_delay_ratios[corner]
-            
-        return model_delay_ratios, meas_delay_ratios, ratio_error 
-     
-    def display_data(self, data):
-        """Displays the ratio data using matplotlib (requires graphics)"""
-        config_data = []
-        xticks = []
-        #Organize data
-        #First key level if the sram configuration (wordsize, num words, words per row)
-        for config,corner_data_dict in data.items():
-            #Second level is the corner data for that configuration.
-            for corner, corner_data in corner_data_dict.items():
-                #Right now I am only testing with a single corner, will not work with more than 1 corner
-                config_data.append(corner_data)
-            xticks.append("{}b,{}w,{}wpr".format(*config))
-        #plot data
-        data_range = [i+1 for i in range(len(data))]
-        shapes = ['ro', 'bo', 'go', 'co', 'mo']
-        plt.xticks(data_range, xticks)
-        plt.plot(data_range, config_data, 'ro')
-        plt.show()
-        
-    def calculate_delay_error(self, wl_dataframe, sae_dataframe):
-        """Calculates the percentage difference in delays between the wordline and sense amp enable"""
-        wl_start_data_pos = len(self.config_fields)
-        sae_start_data_pos = len(self.config_fields)+len(self.sae_config_fields) 
-        error_list = []
-        row_count = 0
-        for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):             
-            debug.info(2, "wl_row:{}".format(wl_row))
-            wl_sum = sum(wl_row[wl_start_data_pos+1:])
-            debug.info(2, "wl_sum:{}".format(wl_sum))
-            sae_sum = sum(sae_row[sae_start_data_pos+1:])
-            error_list.append(abs((wl_sum-sae_sum)/wl_sum))
-        return error_list
-        
-    def calculate_delay_variation_error(self, wl_dataframe, sae_dataframe):
-        """Measures a base delay from the first corner then the variations from that base"""
-        wl_start_data_pos = len(self.config_fields)
-        sae_start_data_pos = len(self.config_fields)+len(self.sae_config_fields)
-        variation_error_list = []
-        count = 0
-        for wl_row, sae_row in zip(wl_dataframe.itertuples(), sae_dataframe.itertuples()):
-            if count == 0:
-                #Create a base delay, variation is defined as the difference between this base
-                wl_base = sum(wl_row[wl_start_data_pos+1:])
-                debug.info(1, "wl_sum base:{}".format(wl_base))
-                sae_base = sum(sae_row[sae_start_data_pos+1:])
-                variation_error_list.append(0.0)
-            else:
-                #Calculate the variation from the respective base and then difference between the variations
-                wl_sum = sum(wl_row[wl_start_data_pos+1:])
-                wl_base_diff = abs((wl_base-wl_sum)/wl_base)
-                sae_sum = sum(sae_row[sae_start_data_pos+1:])
-                sae_base_diff = abs((sae_base-sae_sum)/sae_base)
-                variation_diff = abs((wl_base_diff-sae_base_diff)/wl_base_diff)
-                variation_error_list.append(variation_diff)
-            count+=1
-        return variation_error_list
-        
-    def save_data_sram_corners(self, word_size, num_words, words_per_row):
-        """Performs corner analysis on a single SRAM configuration"""
-        self.create_sram(word_size, num_words, words_per_row)
-        #Setting to none forces SRAM to determine the value. Must be checked after sram creation
-        if not words_per_row: 
-            words_per_row = self.sram.s.words_per_row
-        #Run on one size to initialize CSV writing (csv names come from return value). Strange, but it is okay for now.
-        corner_gen = self.corner_combination_generator()
-        init_corner = next(corner_gen)
-        sram_data = self.get_sram_data(init_corner)
-        dc_resized = self.was_delay_chain_resized()
-        self.initialize_csv_file(word_size, num_words, words_per_row)
-        self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, dc_resized, init_corner) 
-        
-        #Run openRAM for all corners
-        for corner in corner_gen:
-            sram_data = self.get_sram_data(corner)
-            self.add_sram_data_to_csv(sram_data, word_size, num_words, words_per_row, dc_resized, corner)
-        
-        #Save file names generated by this run
-        if not self.dataset_initialized:
-            self.init_dataset_csv(list(sram_data))
-        self.add_dataset(word_size, num_words, words_per_row)    
-        
-        self.close_files()
-        debug.info(1,"Data Generated")
-        
-    def init_data_gen(self):
-        """Initialization for the data test to run"""
-        globals.init_openram("config_data")
-        from tech import parameter
-        global parameter
-        if OPTS.tech_name == "scmos":
-            debug.warning("Device models not up to date with scn4m technology.")
-        OPTS.spice_name="hspice" #Much faster than ngspice.
-        OPTS.trim_netlist = False
-        OPTS.netlist_only = True
-        OPTS.analytical_delay = False
-        #OPTS.use_tech_delay_chain_size = True
-        # This is a hack to reload the characterizer __init__ with the spice version
-        from importlib import reload
-        import characterizer
-        reload(characterizer) 
-
-    def set_delay_chain(self, fanout_list):
-        """Force change the parameter in the tech file to specify a delay chain configuration"""
-        parameter["static_fanout_list"] = fanout_list
-        
-    def close_files(self):
-        """Closes all files stored in the file dict"""
-        #Close the files holding data
-        for key,file in self.csv_files.items():
-            file.close()
-        
-        #Write dataframe to the dataset csv
-        self.datasets_df.to_csv(DATASET_CSV_NAME, index=False)
-   
-    def corner_combination_generator(self):
-        processes = OPTS.process_corners
-        voltages = OPTS.supply_voltages
-        temperatures = OPTS.temperatures
-        """Generates corner using a combination of values from config file"""
-        for proc in processes:
-            for volt in voltages:
-                for temp in temperatures:
-                    yield (proc, volt, temp)
-        
-        
-    def get_sram_configs(self):
-        """Generate lists of wordsizes, number of words, and column mux size (words per row) to be tested."""
-        min_word_size = 1
-        max_word_size = 16
-        min_num_words_log2 = 4
-        max_num_words_log2 = 8
-        word_sizes = [i for i in range(min_word_size,max_word_size+1)]
-        num_words = [2**i for i in range(min_num_words_log2,max_num_words_log2+1)]
-        words_per_row = [1]
-        return word_sizes, num_words, words_per_row
-    
-    def add_sram_data_to_csv(self, sram_data, word_size, num_words, words_per_row, dc_resized, corner):
-        """Writes data to its respective CSV file. There is a CSV for each measurement target 
-        (wordline, sense amp enable, and models)"""
-        dc_start_ind, dc_end_ind = self.delay_obj.delay_chain_indices
-        sram_specs = [word_size,num_words,words_per_row,dc_resized,*corner]
-        sae_specs = [dc_start_ind, dc_end_ind]
-        for data_name, data_values in sram_data.items():
-            if 'sae' in data_name:
-                all_specs = sram_specs+sae_specs
-            else:
-                all_specs = sram_specs
-                
-            other_values = self.calculate_other_data_values(data_values)
-            self.csv_writers[data_name].writerow(all_specs+sram_data[data_name]+other_values)
-        debug.info(2,"Data Added to CSV file.")
-    
-    def calculate_other_data_values(self, sram_data_list):
-        """A function to calculate extra values related to the data. Only does the sum for now"""
-        data_sum = sum(sram_data_list)
-        return [data_sum]
-    
-    def initialize_csv_file(self, word_size, num_words, words_per_row):
-        """Opens a CSV file and writer for every data set being written (wl/sae measurements and model values)"""
-        #CSV File writing
-        header_dict = self.delay_obj.get_all_signal_names()
-        self.csv_files = {}
-        self.csv_writers = {}
-        self.file_name_dict = {}
-        delay_fanout_list = self.delay_obj.get_num_delay_fanout_list()
-        fanout_str = '_'.join(str(fanout) for fanout in delay_fanout_list)
-        delay_stages = self.delay_obj.get_num_delay_stages()
-        delay_stage_fanout = self.delay_obj.get_num_delay_stage_fanout()
-        
-        for data_name, header_list in header_dict.items():
-            file_name = '{}data_{}b_{}word_{}way_dc{}_{}.csv'.format(MODEL_DIR,
-                                                                word_size, 
-                                                                num_words, 
-                                                                words_per_row,
-                                                                fanout_str,
-                                                                data_name)
-            self.file_name_dict[data_name] = file_name
-            self.csv_files[data_name] = open(file_name, 'w')
-            if 'sae' in data_name:
-                fields = (*self.config_fields, *self.sae_config_fields, *header_list, *self.other_data_fields)
-            else:
-                fields = (*self.config_fields, *header_list, *self.other_data_fields)
-            self.csv_writers[data_name] = csv.writer(self.csv_files[data_name], lineterminator = '\n')
-            self.csv_writers[data_name].writerow(fields)
-    
-    def create_sram(self, word_size, num_words, words_per_row):
-        """Generates the SRAM based on input configuration."""
-        c = sram_config(word_size=word_size,
-                        num_words=num_words,
-                        num_banks=1,
-                        words_per_row=words_per_row)
-            
-        debug.info(1, "Creating SRAM: {} bit, {} words, with 1 bank".format(word_size, num_words))
-        self.sram = sram(c, name="sram_{}ws_{}words".format(word_size, num_words))
-
-        self.sram_spice = OPTS.openram_temp + "temp.sp"
-        self.sram.sp_write(self.sram_spice)
-        
-    def get_sram_data(self, corner):
-        """Generates the delay object using the corner and runs a simulation for data."""
-        from characterizer import model_check
-        self.delay_obj = model_check(self.sram.s, self.sram_spice, corner)
-
-        import tech
-        #Only 1 at a time
-        probe_address = "1" * self.sram.s.addr_size
-        probe_data = self.sram.s.word_size - 1
-        loads = [tech.spice["msflop_in_cap"]*4]
-        slews = [tech.spice["rise_time"]*2]
-
-        sram_data = self.delay_obj.analyze(probe_address,probe_data,slews,loads)
-        
-        return sram_data
-       
-    def remove_lists_from_dict(self, dict):
-        """Check all the values in the dict and replaces the list items with its first value."""
-       #This is useful because the tests performed here only generate 1 value but a list
-       #with 1 item makes writing it to a csv later harder.
-        for key in dict.keys():
-            if type(dict[key]) is list:
-                if len(dict[key]) > 0:
-                    dict[key] = dict[key][0]
-                else:
-                    del dict[key]
-                    
-    def was_delay_chain_resized(self):
-        """Accesses the dc resize boolean in the control logic module."""
-        #FIXME:assumes read/write port only
-        return self.sram.s.control_logic_rw.delay_chain_resized
-                
-# instantiate a copdsay of the class to actually run the test
-if __name__ == "__main__":
-    (OPTS, args) = globals.parse_args()
-    del sys.argv[1:]
-    header(__file__, OPTS.tech_name)
-    unittest.main()

From da6aa161dee14095eb680dec666cb7de2db963fb Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Thu, 28 Feb 2019 09:12:32 -0800
Subject: [PATCH 72/77] Don't autodetect the bitcell if the user overrides it

---
 compiler/globals.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/compiler/globals.py b/compiler/globals.py
index 73cd3747..631508f9 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -168,8 +168,10 @@ def setup_bitcell():
     if (OPTS.num_rw_ports==1 and OPTS.num_w_ports==0 and OPTS.num_r_ports==0):
         OPTS.bitcell = "bitcell"
         OPTS.replica_bitcell = "replica_bitcell"
-    # If we have non-1rw ports, figure out the right bitcell to use
-    else:
+    # If we have non-1rw ports,
+    # and the user didn't over-ride the bitcell manually,
+    # figure out the right bitcell to use
+    elsif (OPTs.bitcell=="bitcell" and OPTS.replica_bitcell=="replica_bitcell"):
         ports = ""
         if OPTS.num_rw_ports>0:
             ports += "{}rw_".format(OPTS.num_rw_ports)

From abcb1cfa2c66b6430981af0406d5bc04ed804666 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Thu, 28 Feb 2019 09:17:24 -0800
Subject: [PATCH 73/77] Correct elsif to elif

---
 compiler/globals.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/compiler/globals.py b/compiler/globals.py
index 631508f9..67cba281 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -171,7 +171,7 @@ def setup_bitcell():
     # If we have non-1rw ports,
     # and the user didn't over-ride the bitcell manually,
     # figure out the right bitcell to use
-    elsif (OPTs.bitcell=="bitcell" and OPTS.replica_bitcell=="replica_bitcell"):
+    elif (OPTs.bitcell=="bitcell" and OPTS.replica_bitcell=="replica_bitcell"):
         ports = ""
         if OPTS.num_rw_ports>0:
             ports += "{}rw_".format(OPTS.num_rw_ports)

From 22deab959cc5a5d9a71c566dd7ec0496d63315d9 Mon Sep 17 00:00:00 2001
From: Matt Guthaus <mrg@ucsc.edu>
Date: Sun, 3 Mar 2019 11:58:41 -0800
Subject: [PATCH 74/77] Fix setup_bitcell to allow user to force override the
 bitcell.

---
 compiler/globals.py | 32 +++++++++++++++++---------------
 1 file changed, 17 insertions(+), 15 deletions(-)

diff --git a/compiler/globals.py b/compiler/globals.py
index 67cba281..c1422592 100644
--- a/compiler/globals.py
+++ b/compiler/globals.py
@@ -165,23 +165,25 @@ def setup_bitcell():
     """
     global OPTS
 
-    if (OPTS.num_rw_ports==1 and OPTS.num_w_ports==0 and OPTS.num_r_ports==0):
-        OPTS.bitcell = "bitcell"
-        OPTS.replica_bitcell = "replica_bitcell"
     # If we have non-1rw ports,
     # and the user didn't over-ride the bitcell manually,
     # figure out the right bitcell to use
-    elif (OPTs.bitcell=="bitcell" and OPTS.replica_bitcell=="replica_bitcell"):
-        ports = ""
-        if OPTS.num_rw_ports>0:
-            ports += "{}rw_".format(OPTS.num_rw_ports)
-        if OPTS.num_w_ports>0:
-            ports += "{}w_".format(OPTS.num_w_ports)
-        if OPTS.num_r_ports>0:
-            ports += "{}r".format(OPTS.num_r_ports)
+    if (OPTS.bitcell=="bitcell" and OPTS.replica_bitcell=="replica_bitcell"):
+        
+        if (OPTS.num_rw_ports==1 and OPTS.num_w_ports==0 and OPTS.num_r_ports==0):
+            OPTS.bitcell = "bitcell"
+            OPTS.replica_bitcell = "replica_bitcell"
+        else:
+            ports = ""
+            if OPTS.num_rw_ports>0:
+                ports += "{}rw_".format(OPTS.num_rw_ports)
+            if OPTS.num_w_ports>0:
+                ports += "{}w_".format(OPTS.num_w_ports)
+            if OPTS.num_r_ports>0:
+                ports += "{}r".format(OPTS.num_r_ports)
 
-        OPTS.bitcell = "bitcell_"+ports
-        OPTS.replica_bitcell = "replica_bitcell_"+ports
+            OPTS.bitcell = "bitcell_"+ports
+            OPTS.replica_bitcell = "replica_bitcell_"+ports
 
         # See if a custom bitcell exists
         from importlib import find_loader
@@ -195,8 +197,8 @@ def setup_bitcell():
             OPTS.replica_bitcell = "replica_pbitcell"
             if not OPTS.is_unit_test:
                 debug.warning("Using the parameterized bitcell which may have suboptimal density.")
-        else:
-            debug.info(1,"Using custom bitcell: {}".format(OPTS.bitcell))    
+                
+    debug.info(1,"Using bitcell: {}".format(OPTS.bitcell))    
 
 
 def get_tool(tool_type, preferences, default_name=None):

From 0e96648211f11b81cc20a069b7d1c5c61f8ec63c Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Mon, 4 Mar 2019 00:42:18 -0800
Subject: [PATCH 75/77] Added linear corner factors in analytical delay model.

---
 compiler/base/hierarchy_spice.py              | 43 +++++++++++++++++--
 compiler/bitcells/bitcell.py                  |  4 +-
 compiler/bitcells/bitcell_1rw_1r.py           |  4 +-
 compiler/bitcells/bitcell_1w_1r.py            |  4 +-
 compiler/bitcells/pbitcell.py                 |  4 +-
 compiler/characterizer/delay.py               |  7 +--
 compiler/modules/bank.py                      | 18 +++++---
 compiler/modules/bitcell_array.py             |  4 +-
 compiler/modules/dff.py                       |  2 +-
 compiler/modules/dff_array.py                 |  4 +-
 compiler/modules/dff_buf.py                   |  8 ++--
 compiler/modules/dff_buf_array.py             |  2 +-
 compiler/modules/dff_inv.py                   |  6 +--
 compiler/modules/dff_inv_array.py             |  4 +-
 compiler/modules/hierarchical_decoder.py      |  8 ++--
 compiler/modules/hierarchical_predecode2x4.py |  8 ++--
 compiler/modules/hierarchical_predecode3x8.py |  8 ++--
 compiler/modules/multibank.py                 | 12 +++---
 compiler/modules/sense_amp.py                 |  4 +-
 compiler/modules/sense_amp_array.py           |  4 +-
 .../modules/single_level_column_mux_array.py  |  7 +--
 compiler/modules/tri_gate.py                  |  4 +-
 compiler/modules/tri_gate_array.py            |  4 +-
 compiler/modules/wordline_driver.py           |  6 +--
 compiler/pgates/pand2.py                      |  6 +--
 compiler/pgates/pbuf.py                       |  6 +--
 compiler/pgates/pdriver.py                    |  4 +-
 compiler/pgates/pinv.py                       |  4 +-
 compiler/pgates/pinvbuf.py                    |  6 +--
 compiler/pgates/pnand2.py                     |  4 +-
 compiler/pgates/pnand3.py                     |  4 +-
 compiler/pgates/pnor2.py                      |  4 +-
 compiler/sram_base.py                         |  4 +-
 technology/freepdk45/tech/tech.py             |  2 +
 technology/scn3me_subm/tech/tech.py           |  2 +
 technology/scn4m_subm/tech/tech.py            |  2 +
 36 files changed, 138 insertions(+), 89 deletions(-)

diff --git a/compiler/base/hierarchy_spice.py b/compiler/base/hierarchy_spice.py
index 424e4d94..b5ccd19b 100644
--- a/compiler/base/hierarchy_spice.py
+++ b/compiler/base/hierarchy_spice.py
@@ -2,6 +2,7 @@ import debug
 import re
 import os
 import math
+import tech
 
 class spice():
     """
@@ -218,7 +219,7 @@ class spice():
         del usedMODS
         spfile.close()
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """Inform users undefined delay module while building new modules"""
         debug.warning("Design Class {0} delay function needs to be defined"
                       .format(self.__class__.__name__))
@@ -228,15 +229,21 @@ class spice():
         # return 0 to keep code running while building
         return delay_data(0.0, 0.0)
 
-    def cal_delay_with_rc(self, r, c ,slew, swing = 0.5):
+    def cal_delay_with_rc(self, corner, r, c ,slew, swing = 0.5):
         """ 
         Calculate the delay of a mosfet by 
         modeling it as a resistance driving a capacitance
         """
         swing_factor = abs(math.log(1-swing)) # time constant based on swing
+        proc,volt,temp = corner
+        #FIXME: type of delay is needed to know which process to use.
+        proc_mult = max(self.get_process_delay_factor(proc)) 
+        volt_mult = self.get_voltage_delay_factor(volt)
+        temp_mult = self.get_temp_delay_factor(temp)
         delay = swing_factor * r * c #c is in ff and delay is in fs
+        delay = delay * proc_mult * volt_mult * temp_mult
         delay = delay * 0.001 #make the unit to ps
-
+        
         # Output slew should be linear to input slew which is described 
         # as 0.005* slew.
 
@@ -247,6 +254,36 @@ class spice():
         slew = delay * 0.6 * 2 + 0.005 * slew
         return delay_data(delay = delay, slew = slew)
 
+    def get_process_delay_factor(self, proc):
+        """Returns delay increase estimate based off process
+           Currently does +/-10 for fast/slow corners."""
+        proc_factors = []
+        for mos_proc in proc:
+            if mos_proc == 'T':
+                proc_factors.append(1.0)
+            elif mos_proc == 'F':
+                proc_factors.append(0.9)
+            elif mos_proc == 'S':
+                proc_factors.append(1.1)  
+        return proc_factors
+        
+    def get_voltage_delay_factor(self, voltage):
+        """Returns delay increase due to voltage.
+           Implemented as linear factor based off nominal voltage.
+        """
+        return tech.spice['vdd_nominal']/voltage
+        
+    def get_temp_delay_factor(self, temp):
+        """Returns delay increase due to temperature (in C).
+           Determines effect on threshold voltage and then linear factor is estimated.
+        """
+        #Some portions of equation condensed (phi_t = k*T/q for T in Kelvin) in mV
+        #(k/q)/100 = .008625, The division 100 simplifies the conversion from C to K and mV to V
+        thermal_voltage_nom = .008625*tech.spice["temp_nominal"]
+        thermal_voltage = .008625*temp
+        vthresh = (tech.spice["v_threshold_typical"]+2*(thermal_voltage-thermal_voltage_nom))
+        #Calculate effect on Vdd-Vth. The current vdd is not used here. A separate vdd factor is calculated.
+        return (tech.spice['vdd_nominal'] - tech.spice["v_threshold_typical"])/(tech.spice['vdd_nominal']-vthresh)
 
     def return_delay(self, delay, slew):
         return delay_data(delay, slew)
diff --git a/compiler/bitcells/bitcell.py b/compiler/bitcells/bitcell.py
index 3c49a959..afa8ae1a 100644
--- a/compiler/bitcells/bitcell.py
+++ b/compiler/bitcells/bitcell.py
@@ -24,7 +24,7 @@ class bitcell(design.design):
         self.height = bitcell.height
         self.pin_map = bitcell.pin_map
         
-    def analytical_delay(self, slew, load=0, swing = 0.5):
+    def analytical_delay(self, corner, slew, load=0, swing = 0.5):
         # delay of bit cell is not like a driver(from WL)
         # so the slew used should be 0
         # it should not be slew dependent?
@@ -33,7 +33,7 @@ class bitcell(design.design):
         from tech import spice
         r = spice["min_tx_r"]*3
         c_para = spice["min_tx_drain_c"]
-        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew, swing = swing)
+        result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = swing)
         return result
    
  
diff --git a/compiler/bitcells/bitcell_1rw_1r.py b/compiler/bitcells/bitcell_1rw_1r.py
index 79dc734c..30cf9144 100644
--- a/compiler/bitcells/bitcell_1rw_1r.py
+++ b/compiler/bitcells/bitcell_1rw_1r.py
@@ -24,7 +24,7 @@ class bitcell_1rw_1r(design.design):
         self.height = bitcell_1rw_1r.height
         self.pin_map = bitcell_1rw_1r.pin_map
 
-    def analytical_delay(self, slew, load=0, swing = 0.5):
+    def analytical_delay(self, corner, slew, load=0, swing = 0.5):
         # delay of bit cell is not like a driver(from WL)
         # so the slew used should be 0
         # it should not be slew dependent?
@@ -33,7 +33,7 @@ class bitcell_1rw_1r(design.design):
         from tech import spice
         r = spice["min_tx_r"]*3
         c_para = spice["min_tx_drain_c"]
-        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew, swing = swing)
+        result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = swing)
         return result
    
  
diff --git a/compiler/bitcells/bitcell_1w_1r.py b/compiler/bitcells/bitcell_1w_1r.py
index 4df9e813..1283db76 100644
--- a/compiler/bitcells/bitcell_1w_1r.py
+++ b/compiler/bitcells/bitcell_1w_1r.py
@@ -24,7 +24,7 @@ class bitcell_1w_1r(design.design):
         self.height = bitcell_1w_1r.height
         self.pin_map = bitcell_1w_1r.pin_map
 
-    def analytical_delay(self, slew, load=0, swing = 0.5):
+    def analytical_delay(self, corner, slew, load=0, swing = 0.5):
         # delay of bit cell is not like a driver(from WL)
         # so the slew used should be 0
         # it should not be slew dependent?
@@ -33,7 +33,7 @@ class bitcell_1w_1r(design.design):
         from tech import spice
         r = spice["min_tx_r"]*3
         c_para = spice["min_tx_drain_c"]
-        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew, swing = swing)
+        result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = swing)
         return result
    
  
diff --git a/compiler/bitcells/pbitcell.py b/compiler/bitcells/pbitcell.py
index b241471d..104a2b41 100644
--- a/compiler/bitcells/pbitcell.py
+++ b/compiler/bitcells/pbitcell.py
@@ -866,12 +866,12 @@ class pbitcell(design.design):
         vdd_pos = self.inverter_pmos_right.get_pin("D").center()
         self.add_path("metal1", [Q_bar_pos, vdd_pos])
 
-    def analytical_delay(self, slew, load=0, swing = 0.5):
+    def analytical_delay(self, corner, slew, load=0, swing = 0.5):
         #FIXME: Delay copied exactly over from bitcell
         from tech import spice
         r = spice["min_tx_r"]*3
         c_para = spice["min_tx_drain_c"]
-        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew, swing = swing)
+        result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = swing)
         return result
         
     def analytical_power(self, proc, vdd, temp, load):
diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 7aa9641d..17ce8c4e 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -907,7 +907,7 @@ class delay(simulation):
         for slew in slews:
             for load in loads:
                 self.set_load_slew(load,slew)
-                bank_delay = self.sram.analytical_delay(self.vdd_voltage, self.slew,self.load)
+                bank_delay = self.sram.analytical_delay(self.corner, self.slew,self.load)
                 for port in self.all_ports:
                     for mname in self.delay_meas_names+self.power_meas_names:
                         if "power" in mname:
@@ -921,8 +921,9 @@ class delay(simulation):
         period_margin = 0.1
         risefall_delay = bank_delay[self.read_ports[0]].delay/1e3
         sram_data = { "min_period":risefall_delay*2*period_margin, 
-                      "leakage_power": power.leakage}                    
-         
+                      "leakage_power": power.leakage}
+        debug.info(2,"SRAM Data:\n{}".format(sram_data))                 
+        debug.info(2,"Port Data:\n{}".format(port_data)) 
         return (sram_data,port_data)
         
     
diff --git a/compiler/modules/bank.py b/compiler/modules/bank.py
index 5d4e9739..7eddc3bb 100644
--- a/compiler/modules/bank.py
+++ b/compiler/modules/bank.py
@@ -1216,26 +1216,30 @@ class bank(design.design):
                             rotate=90)
 
         
-    def analytical_delay(self, vdd, slew, load):
+    def analytical_delay(self, corner, slew, load):
         """ return  analytical delay of the bank"""
         results = []
         
-        decoder_delay = self.row_decoder.analytical_delay(slew, self.wordline_driver.input_load())
+        decoder_delay = self.row_decoder.analytical_delay(corner, slew, self.wordline_driver.input_load())
 
-        word_driver_delay = self.wordline_driver.analytical_delay(decoder_delay.slew, self.bitcell_array.input_load())
+        word_driver_delay = self.wordline_driver.analytical_delay(corner, 
+                                                                  decoder_delay.slew, 
+                                                                  self.bitcell_array.input_load())
 
         #FIXME: Array delay is the same for every port.
-        bitcell_array_delay = self.bitcell_array.analytical_delay(word_driver_delay.slew)
+        bitcell_array_delay = self.bitcell_array.analytical_delay(corner, word_driver_delay.slew)
 
         #This also essentially creates the same delay for each port. Good structure, no substance
         for port in self.all_ports:
             if self.words_per_row > 1:
-                column_mux_delay = self.column_mux_array[port].analytical_delay(vdd, bitcell_array_delay.slew,
-                                                                         self.sense_amp_array.input_load())
+                column_mux_delay = self.column_mux_array[port].analytical_delay(corner, 
+                                                                                bitcell_array_delay.slew,
+                                                                                self.sense_amp_array.input_load())
             else:
                 column_mux_delay = self.return_delay(delay = 0.0, slew=word_driver_delay.slew)
                 
-            bl_t_data_out_delay = self.sense_amp_array.analytical_delay(column_mux_delay.slew,
+            bl_t_data_out_delay = self.sense_amp_array.analytical_delay(corner, 
+                                                                        column_mux_delay.slew,
                                                                         self.bitcell_array.output_load())
             # output load of bitcell_array is set to be only small part of bl for sense amp.
             results.append(decoder_delay + word_driver_delay + bitcell_array_delay + column_mux_delay + bl_t_data_out_delay) 
diff --git a/compiler/modules/bitcell_array.py b/compiler/modules/bitcell_array.py
index 67e5a9da..9df5d696 100644
--- a/compiler/modules/bitcell_array.py
+++ b/compiler/modules/bitcell_array.py
@@ -130,7 +130,7 @@ class bitcell_array(design.design):
                         self.add_power_pin(pin_name, pin.center(), 0, pin.layer)
                             
 
-    def analytical_delay(self, slew, load=0):
+    def analytical_delay(self, corner, slew, load=0):
         from tech import drc
         wl_wire = self.gen_wl_wire()
         wl_wire.return_delay_over_wire(slew)
@@ -141,7 +141,7 @@ class bitcell_array(design.design):
         cell_load = 2 * bl_wire.return_input_cap() # we ingore the wire r
                                                    # hence just use the whole c
         bl_swing = 0.1
-        cell_delay = self.cell.analytical_delay(wl_to_cell_delay.slew, cell_load, swing = bl_swing)
+        cell_delay = self.cell.analytical_delay(corner, wl_to_cell_delay.slew, cell_load, swing = bl_swing)
 
         #we do not consider the delay over the wire for now
         return self.return_delay(cell_delay.delay+wl_to_cell_delay.delay,
diff --git a/compiler/modules/dff.py b/compiler/modules/dff.py
index 19077689..8cf02d40 100644
--- a/compiler/modules/dff.py
+++ b/compiler/modules/dff.py
@@ -39,7 +39,7 @@ class dff(design.design):
         transition_prob = spice["flop_transition_prob"]
         return transition_prob*(c_load + c_para) 
 
-    def analytical_delay(self, slew, load = 0.0):
+    def analytical_delay(self, corner, slew, load = 0.0):
         # dont know how to calculate this now, use constant in tech file
         result = self.return_delay(spice["dff_delay"], spice["dff_slew"])
         return result
diff --git a/compiler/modules/dff_array.py b/compiler/modules/dff_array.py
index 5d728205..9d11b811 100644
--- a/compiler/modules/dff_array.py
+++ b/compiler/modules/dff_array.py
@@ -154,8 +154,8 @@ class dff_array(design.design):
             
         
 
-    def analytical_delay(self, slew, load=0.0):
-        return self.dff.analytical_delay(slew=slew, load=load)
+    def analytical_delay(self, corner, slew, load=0.0):
+        return self.dff.analytical_delay(corner, slew=slew, load=load)
 
     def get_clk_cin(self):
         """Return the total capacitance (in relative units) that the clock is loaded by in the dff array"""
diff --git a/compiler/modules/dff_buf.py b/compiler/modules/dff_buf.py
index 42d37bd1..fa3285ba 100644
--- a/compiler/modules/dff_buf.py
+++ b/compiler/modules/dff_buf.py
@@ -172,11 +172,11 @@ class dff_buf(design.design):
         
         
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """ Calculate the analytical delay of DFF-> INV -> INV """
-        dff_delay=self.dff.analytical_delay(slew=slew, load=self.inv1.input_load())
-        inv1_delay = self.inv1.analytical_delay(slew=dff_delay.slew, load=self.inv2.input_load()) 
-        inv2_delay = self.inv2.analytical_delay(slew=inv1_delay.slew, load=load)
+        dff_delay=self.dff.analytical_delay(corner, slew=slew, load=self.inv1.input_load())
+        inv1_delay = self.inv1.analytical_delay(corner, slew=dff_delay.slew, load=self.inv2.input_load()) 
+        inv2_delay = self.inv2.analytical_delay(corner, slew=inv1_delay.slew, load=load)
         return dff_delay + inv1_delay + inv2_delay
             
     def get_clk_cin(self):
diff --git a/compiler/modules/dff_buf_array.py b/compiler/modules/dff_buf_array.py
index b179b1c3..56b20dfb 100644
--- a/compiler/modules/dff_buf_array.py
+++ b/compiler/modules/dff_buf_array.py
@@ -187,7 +187,7 @@ class dff_buf_array(design.design):
                 
         
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         return self.dff.analytical_delay(slew=slew, load=load)
 
     def get_clk_cin(self):
diff --git a/compiler/modules/dff_inv.py b/compiler/modules/dff_inv.py
index 436026bb..9b901d3b 100644
--- a/compiler/modules/dff_inv.py
+++ b/compiler/modules/dff_inv.py
@@ -145,10 +145,10 @@ class dff_inv(design.design):
         
         
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """ Calculate the analytical delay of DFF-> INV -> INV """
-        dff_delay=self.dff.analytical_delay(slew=slew, load=self.inv1.input_load())
-        inv1_delay = self.inv1.analytical_delay(slew=dff_delay.slew, load=load) 
+        dff_delay=self.dff.analytical_delay(corner, slew=slew, load=self.inv1.input_load())
+        inv1_delay = self.inv1.analytical_delay(corner, slew=dff_delay.slew, load=load) 
         return dff_delay + inv1_delay 
             
     def get_clk_cin(self):
diff --git a/compiler/modules/dff_inv_array.py b/compiler/modules/dff_inv_array.py
index 91ccfa92..624e13d0 100644
--- a/compiler/modules/dff_inv_array.py
+++ b/compiler/modules/dff_inv_array.py
@@ -185,8 +185,8 @@ class dff_inv_array(design.design):
                 
         
 
-    def analytical_delay(self, slew, load=0.0):
-        return self.dff.analytical_delay(slew=slew, load=load)
+    def analytical_delay(self, corner, slew, load=0.0):
+        return self.dff.analytical_delay(corner, slew=slew, load=load)
 
     def get_clk_cin(self):
         """Return the total capacitance (in relative units) that the clock is loaded by in the dff array"""
diff --git a/compiler/modules/hierarchical_decoder.py b/compiler/modules/hierarchical_decoder.py
index 4bbb6aca..bd17b37e 100644
--- a/compiler/modules/hierarchical_decoder.py
+++ b/compiler/modules/hierarchical_decoder.py
@@ -594,7 +594,7 @@ class hierarchical_decoder(design.design):
                             rotate=90)
 
         
-    def analytical_delay(self, slew, load = 0.0):
+    def analytical_delay(self, corner, slew, load = 0.0):
         # A -> out
         if self.determine_predecodes(self.num_inputs)[1]==0:
             pre = self.pre2_4
@@ -602,15 +602,15 @@ class hierarchical_decoder(design.design):
         else:
             pre = self.pre3_8
             nand = self.nand3
-        a_t_out_delay = pre.analytical_delay(slew=slew,load = nand.input_load())
+        a_t_out_delay = pre.analytical_delay(corner, slew=slew,load = nand.input_load())
 
         # out -> z
-        out_t_z_delay = nand.analytical_delay(slew= a_t_out_delay.slew,
+        out_t_z_delay = nand.analytical_delay(corner, slew= a_t_out_delay.slew,
                                   load = self.inv.input_load())
         result = a_t_out_delay + out_t_z_delay
 
         # Z -> decode_out
-        z_t_decodeout_delay = self.inv.analytical_delay(slew = out_t_z_delay.slew , load = load)
+        z_t_decodeout_delay = self.inv.analytical_delay(corner, slew = out_t_z_delay.slew , load = load)
         result = result + z_t_decodeout_delay
         return result
 
diff --git a/compiler/modules/hierarchical_predecode2x4.py b/compiler/modules/hierarchical_predecode2x4.py
index 83e93f85..f50a43c1 100644
--- a/compiler/modules/hierarchical_predecode2x4.py
+++ b/compiler/modules/hierarchical_predecode2x4.py
@@ -51,15 +51,15 @@ class hierarchical_predecode2x4(hierarchical_predecode):
         return combination 
 
 
-    def analytical_delay(self, slew, load = 0.0 ):
+    def analytical_delay(self, corner, slew, load = 0.0 ):
         # in -> inbar
-        a_t_b_delay = self.inv.analytical_delay(slew=slew, load=self.nand.input_load())
+        a_t_b_delay = self.inv.analytical_delay(corner, slew=slew, load=self.nand.input_load())
 
         # inbar -> z
-        b_t_z_delay = self.nand.analytical_delay(slew=a_t_b_delay.slew, load=self.inv.input_load())
+        b_t_z_delay = self.nand.analytical_delay(corner, slew=a_t_b_delay.slew, load=self.inv.input_load())
 
         # Z -> out
-        a_t_out_delay = self.inv.analytical_delay(slew=b_t_z_delay.slew, load=load)
+        a_t_out_delay = self.inv.analytical_delay(corner, slew=b_t_z_delay.slew, load=load)
 
         return a_t_b_delay + b_t_z_delay + a_t_out_delay
 
diff --git a/compiler/modules/hierarchical_predecode3x8.py b/compiler/modules/hierarchical_predecode3x8.py
index 109e8160..820427c7 100644
--- a/compiler/modules/hierarchical_predecode3x8.py
+++ b/compiler/modules/hierarchical_predecode3x8.py
@@ -60,15 +60,15 @@ class hierarchical_predecode3x8(hierarchical_predecode):
         return combination
 
 
-    def analytical_delay(self, slew, load = 0.0 ):
+    def analytical_delay(self, corner, slew, load = 0.0 ):
         # A -> Abar
-        a_t_b_delay = self.inv.analytical_delay(slew=slew, load=self.nand.input_load())
+        a_t_b_delay = self.inv.analytical_delay(corner, slew=slew, load=self.nand.input_load())
 
         # Abar -> z
-        b_t_z_delay = self.nand.analytical_delay(slew=a_t_b_delay.slew, load=self.inv.input_load())
+        b_t_z_delay = self.nand.analytical_delay(corner, slew=a_t_b_delay.slew, load=self.inv.input_load())
 
         # Z -> out
-        a_t_out_delay = self.inv.analytical_delay(slew=b_t_z_delay.slew, load=load)
+        a_t_out_delay = self.inv.analytical_delay(corner, slew=b_t_z_delay.slew, load=load)
 
         return a_t_b_delay + b_t_z_delay + a_t_out_delay
 
diff --git a/compiler/modules/multibank.py b/compiler/modules/multibank.py
index 1b9e6194..15882f8b 100644
--- a/compiler/modules/multibank.py
+++ b/compiler/modules/multibank.py
@@ -816,19 +816,19 @@ class multibank(design.design):
                      offset=in_pin + self.m2m3_via_offset,
                      rotate=90)
         
-    def analytical_delay(self, slew, load):
+    def analytical_delay(self, corner, slew, load):
         """ return  analytical delay of the bank"""
-        decoder_delay = self.row_decoder.analytical_delay(slew, self.wordline_driver.input_load())
+        decoder_delay = self.row_decoder.analytical_delay(corner, slew, self.wordline_driver.input_load())
 
-        word_driver_delay = self.wordline_driver.analytical_delay(decoder_delay.slew, self.bitcell_array.input_load())
+        word_driver_delay = self.wordline_driver.analytical_delay(corner, decoder_delay.slew, self.bitcell_array.input_load())
 
-        bitcell_array_delay = self.bitcell_array.analytical_delay(word_driver_delay.slew)
+        bitcell_array_delay = self.bitcell_array.analytical_delay(corner, word_driver_delay.slew)
 
-        bl_t_data_out_delay = self.sense_amp_array.analytical_delay(bitcell_array_delay.slew,
+        bl_t_data_out_delay = self.sense_amp_array.analytical_delay(corner, bitcell_array_delay.slew,
                                                                     self.bitcell_array.output_load())
         # output load of bitcell_array is set to be only small part of bl for sense amp.
 
-        data_t_DATA_delay = self.tri_gate_array.analytical_delay(bl_t_data_out_delay.slew, load)
+        data_t_DATA_delay = self.tri_gate_array.analytical_delay(corner, bl_t_data_out_delay.slew, load)
 
         result = decoder_delay + word_driver_delay + bitcell_array_delay + bl_t_data_out_delay + data_t_DATA_delay
         return result
diff --git a/compiler/modules/sense_amp.py b/compiler/modules/sense_amp.py
index 9601259c..5b9808a8 100644
--- a/compiler/modules/sense_amp.py
+++ b/compiler/modules/sense_amp.py
@@ -31,11 +31,11 @@ class sense_amp(design.design):
         bitline_pmos_size = 8 #FIXME: This should be set somewhere and referenced. Probably in tech file.
         return spice["min_tx_drain_c"]*(bitline_pmos_size/parameter["min_tx_size"])#ff   
         
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         from tech import spice
         r = spice["min_tx_r"]/(10)
         c_para = spice["min_tx_drain_c"]
-        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew)
+        result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         return self.return_delay(result.delay, result.slew)
 
     def analytical_power(self, proc, vdd, temp, load):
diff --git a/compiler/modules/sense_amp_array.py b/compiler/modules/sense_amp_array.py
index dc80a13b..47969fd1 100644
--- a/compiler/modules/sense_amp_array.py
+++ b/compiler/modules/sense_amp_array.py
@@ -136,8 +136,8 @@ class sense_amp_array(design.design):
     def input_load(self):
         return self.amp.input_load()
     
-    def analytical_delay(self, slew, load=0.0):
-        return self.amp.analytical_delay(slew=slew, load=load)
+    def analytical_delay(self, corner, slew, load=0.0):
+        return self.amp.analytical_delay(corner, slew=slew, load=load)
         
     def get_en_cin(self):
         """Get the relative capacitance of all the sense amp enable connections in the array"""
diff --git a/compiler/modules/single_level_column_mux_array.py b/compiler/modules/single_level_column_mux_array.py
index 49293568..7f20cfb5 100644
--- a/compiler/modules/single_level_column_mux_array.py
+++ b/compiler/modules/single_level_column_mux_array.py
@@ -216,13 +216,14 @@ class single_level_column_mux_array(design.design):
                              offset= br_out_offset,
                              rotate=90)
 
-    def analytical_delay(self, vdd, slew, load=0.0):
+    def analytical_delay(self, corner, vdd, slew, load=0.0):
         from tech import spice, parameter
+        proc,volt,temp = corner
         r = spice["min_tx_r"]/(self.mux.ptx_width/parameter["min_tx_size"])
         #Drains of mux transistors make up capacitance. 
         c_para = spice["min_tx_drain_c"]*(self.mux.ptx_width/parameter["min_tx_size"])*self.words_per_row#ff
-        volt_swing = spice["v_threshold_typical"]/vdd
+        volt_swing = spice["v_threshold_typical"]/volt
         
-        result = self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew, swing = volt_swing)
+        result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = volt_swing)
         return self.return_delay(result.delay, result.slew)            
             
diff --git a/compiler/modules/tri_gate.py b/compiler/modules/tri_gate.py
index da42c7a8..61d9da39 100644
--- a/compiler/modules/tri_gate.py
+++ b/compiler/modules/tri_gate.py
@@ -27,11 +27,11 @@ class tri_gate(design.design):
         self.height = tri_gate.height
         self.pin_map = tri_gate.pin_map
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         from tech import spice
         r = spice["min_tx_r"]
         c_para = spice["min_tx_drain_c"]
-        return self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew)
+        return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
     def analytical_power(self, proc, vdd, temp, load):
         """Returns dynamic and leakage power. Results in nW"""
diff --git a/compiler/modules/tri_gate_array.py b/compiler/modules/tri_gate_array.py
index d56e9c96..c9dee703 100644
--- a/compiler/modules/tri_gate_array.py
+++ b/compiler/modules/tri_gate_array.py
@@ -116,6 +116,6 @@ class tri_gate_array(design.design):
         
 
 
-    def analytical_delay(self, slew, load=0.0):
-        return self.tri.analytical_delay(slew = slew, load = load)
+    def analytical_delay(self, corner, slew, load=0.0):
+        return self.tri.analytical_delay(corner, slew = slew, load = load)
         
diff --git a/compiler/modules/wordline_driver.py b/compiler/modules/wordline_driver.py
index 830c28de..6ddba9de 100644
--- a/compiler/modules/wordline_driver.py
+++ b/compiler/modules/wordline_driver.py
@@ -210,12 +210,12 @@ class wordline_driver(design.design):
                                                end=wl_offset-vector(self.m1_width,0))
 
 
-    def analytical_delay(self, slew, load=0):
+    def analytical_delay(self, corner, slew, load=0):
         # decode -> net
-        decode_t_net = self.nand2.analytical_delay(slew, self.inv.input_load())
+        decode_t_net = self.nand2.analytical_delay(corner, slew, self.inv.input_load())
 
         # net -> wl
-        net_t_wl = self.inv.analytical_delay(decode_t_net.slew, load)
+        net_t_wl = self.inv.analytical_delay(corner, decode_t_net.slew, load)
 
         return decode_t_net + net_t_wl
 
diff --git a/compiler/pgates/pand2.py b/compiler/pgates/pand2.py
index a5805728..54787282 100644
--- a/compiler/pgates/pand2.py
+++ b/compiler/pgates/pand2.py
@@ -107,10 +107,10 @@ class pand2(pgate.pgate):
         
         
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """ Calculate the analytical delay of DFF-> INV -> INV """
-        nand_delay = selfnand.analytical_delay(slew=slew, load=self.inv.input_load()) 
-        inv_delay = self.inv.analytical_delay(slew=nand_delay.slew, load=load)
+        nand_delay = self.nand.analytical_delay(corner, slew=slew, load=self.inv.input_load()) 
+        inv_delay = self.inv.analytical_delay(corner, slew=nand_delay.slew, load=load)
         return nand_delay + inv_delay
     
     def get_stage_efforts(self, external_cout, inp_is_rise=False):
diff --git a/compiler/pgates/pbuf.py b/compiler/pgates/pbuf.py
index a0b36111..9d73c004 100644
--- a/compiler/pgates/pbuf.py
+++ b/compiler/pgates/pbuf.py
@@ -110,10 +110,10 @@ class pbuf(pgate.pgate):
         
         
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """ Calculate the analytical delay of DFF-> INV -> INV """
-        inv1_delay = self.inv1.analytical_delay(slew=slew, load=self.inv2.input_load()) 
-        inv2_delay = self.inv2.analytical_delay(slew=inv1_delay.slew, load=load)
+        inv1_delay = self.inv1.analytical_delay(corner, slew=slew, load=self.inv2.input_load()) 
+        inv2_delay = self.inv2.analytical_delay(corner, slew=inv1_delay.slew, load=load)
         return inv1_delay + inv2_delay
     
     def get_stage_efforts(self, external_cout, inp_is_rise=False):
diff --git a/compiler/pgates/pdriver.py b/compiler/pgates/pdriver.py
index 23f3f4f8..daf4d334 100644
--- a/compiler/pgates/pdriver.py
+++ b/compiler/pgates/pdriver.py
@@ -172,7 +172,7 @@ class pdriver(pgate.pgate):
     def input_load(self):
         return self.inv_list[0].input_load()
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """Calculate the analytical delay of INV1 -> ... -> INVn"""
 
         cout_list = []
@@ -184,7 +184,7 @@ class pdriver(pgate.pgate):
         
         delays = []
         for inv,cout in zip(self.inv_list,cout_list):
-            delays.append(inv.analytical_delay(slew=input_slew, load=cout))
+            delays.append(inv.analytical_delay(corner, slew=input_slew, load=cout))
             input_slew = delays[-1].slew
 
         delay = delays[0]
diff --git a/compiler/pgates/pinv.py b/compiler/pgates/pinv.py
index f1ba89f4..867deee2 100644
--- a/compiler/pgates/pinv.py
+++ b/compiler/pgates/pinv.py
@@ -261,10 +261,10 @@ class pinv(pgate.pgate):
     def input_load(self):
         return ((self.nmos_size+self.pmos_size)/parameter["min_tx_size"])*spice["min_tx_gate_c"]
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         r = spice["min_tx_r"]/(self.nmos_size/parameter["min_tx_size"])
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
-        return self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew)
+        return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
     def analytical_power(self, proc, vdd, temp, load):
         """Returns dynamic and leakage power. Results in nW"""
diff --git a/compiler/pgates/pinvbuf.py b/compiler/pgates/pinvbuf.py
index e950bd3f..06936895 100644
--- a/compiler/pgates/pinvbuf.py
+++ b/compiler/pgates/pinvbuf.py
@@ -177,10 +177,10 @@ class pinvbuf(design.design):
         
         
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         """ Calculate the analytical delay of DFF-> INV -> INV """
-        inv1_delay = self.inv1.analytical_delay(slew=slew, load=self.inv2.input_load()) 
-        inv2_delay = self.inv2.analytical_delay(slew=inv1_delay.slew, load=load)
+        inv1_delay = self.inv1.analytical_delay(corner, slew=slew, load=self.inv2.input_load()) 
+        inv2_delay = self.inv2.analytical_delay(corner, slew=inv1_delay.slew, load=load)
         return inv1_delay + inv2_delay
             
     def determine_clk_buf_stage_efforts(self, external_cout, inp_is_rise=False):
diff --git a/compiler/pgates/pnand2.py b/compiler/pgates/pnand2.py
index fa24dc1f..8e702f84 100644
--- a/compiler/pgates/pnand2.py
+++ b/compiler/pgates/pnand2.py
@@ -227,10 +227,10 @@ class pnand2(pgate.pgate):
     def input_load(self):
         return ((self.nmos_size+self.pmos_size)/parameter["min_tx_size"])*spice["min_tx_gate_c"]
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         r = spice["min_tx_r"]/(self.nmos_size/parameter["min_tx_size"])
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
-        return self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew)
+        return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
     def analytical_power(self, proc, vdd, temp, load):
         """Returns dynamic and leakage power. Results in nW"""
diff --git a/compiler/pgates/pnand3.py b/compiler/pgates/pnand3.py
index d4554863..4efd1820 100644
--- a/compiler/pgates/pnand3.py
+++ b/compiler/pgates/pnand3.py
@@ -240,10 +240,10 @@ class pnand3(pgate.pgate):
     def input_load(self):
         return ((self.nmos_size+self.pmos_size)/parameter["min_tx_size"])*spice["min_tx_gate_c"]
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         r = spice["min_tx_r"]/(self.nmos_size/parameter["min_tx_size"])
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
-        return self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew)
+        return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
     def analytical_power(self, proc, vdd, temp, load):
         """Returns dynamic and leakage power. Results in nW"""
diff --git a/compiler/pgates/pnor2.py b/compiler/pgates/pnor2.py
index d1be51f3..0c62cfe9 100644
--- a/compiler/pgates/pnor2.py
+++ b/compiler/pgates/pnor2.py
@@ -212,10 +212,10 @@ class pnor2(pgate.pgate):
     def input_load(self):
         return ((self.nmos_size+self.pmos_size)/parameter["min_tx_size"])*spice["min_tx_gate_c"]
 
-    def analytical_delay(self, slew, load=0.0):
+    def analytical_delay(self, corner, slew, load=0.0):
         r = spice["min_tx_r"]/(self.nmos_size/parameter["min_tx_size"])
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
-        return self.cal_delay_with_rc(r = r, c =  c_para+load, slew = slew)
+        return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
     def analytical_power(self, proc, vdd, temp, load):
         """Returns dynamic and leakage power. Results in nW"""
diff --git a/compiler/sram_base.py b/compiler/sram_base.py
index 61d3639d..611900e4 100644
--- a/compiler/sram_base.py
+++ b/compiler/sram_base.py
@@ -499,9 +499,9 @@ class sram_base(design, verilog, lef):
         sp.close()
 
         
-    def analytical_delay(self, vdd, slew,load):
+    def analytical_delay(self, corner, slew,load):
         """ LH and HL are the same in analytical model. """
-        return self.bank.analytical_delay(vdd,slew,load)
+        return self.bank.analytical_delay(corner,slew,load)
         
     def determine_wordline_stage_efforts(self, inp_is_rise=True):
         """Get the all the stage efforts for each stage in the path from clk_buf to a wordline"""
diff --git a/technology/freepdk45/tech/tech.py b/technology/freepdk45/tech/tech.py
index eccfd1c8..760d2a5a 100644
--- a/technology/freepdk45/tech/tech.py
+++ b/technology/freepdk45/tech/tech.py
@@ -300,6 +300,8 @@ spice["channel"] = drc["minlength_channel"]
 spice["clk"] = "clk"
 
 # analytical delay parameters
+spice["vdd_nominal"] = 1.0    # Typical Threshold voltage in Volts
+spice["temp_nominal"] = 25.0   # Typical Threshold voltage in Volts
 spice["v_threshold_typical"] = 0.4    # Typical Threshold voltage in Volts
 spice["wire_unit_r"] = 0.075     # Unit wire resistance in ohms/square
 spice["wire_unit_c"] = 0.64      # Unit wire capacitance ff/um^2
diff --git a/technology/scn3me_subm/tech/tech.py b/technology/scn3me_subm/tech/tech.py
index d448b5dc..e088eff9 100755
--- a/technology/scn3me_subm/tech/tech.py
+++ b/technology/scn3me_subm/tech/tech.py
@@ -240,6 +240,8 @@ spice["clk"] = "clk"
 
 # analytical delay parameters
 # FIXME: These need to be updated for SCMOS, they are copied from FreePDK45.
+spice["vdd_nominal"] = 5.0    # Typical Threshold voltage in Volts
+spice["temp_nominal"] = 25.0   # Typical Threshold voltage in Volts
 spice["v_threshold_typical"] = 1.3   # Typical Threshold voltage in Volts
 spice["wire_unit_r"] = 0.075    # Unit wire resistance in ohms/square
 spice["wire_unit_c"] = 0.64     # Unit wire capacitance ff/um^2
diff --git a/technology/scn4m_subm/tech/tech.py b/technology/scn4m_subm/tech/tech.py
index 8b6ee827..78222fd6 100755
--- a/technology/scn4m_subm/tech/tech.py
+++ b/technology/scn4m_subm/tech/tech.py
@@ -266,6 +266,8 @@ spice["clk"] = "clk"
 
 # analytical delay parameters
 # FIXME: These need to be updated for SCMOS, they are copied from FreePDK45.
+spice["vdd_nominal"] = 5.0    # Typical Threshold voltage in Volts
+spice["temp_nominal"] = 25.0   # Typical Threshold voltage in Volts
 spice["v_threshold_typical"] = 1.3   # Typical Threshold voltage in Volts
 spice["wire_unit_r"] = 0.075    # Unit wire resistance in ohms/square
 spice["wire_unit_c"] = 0.64     # Unit wire capacitance ff/um^2

From ddeb40c9bf8b67838122f4fa0db427498db81001 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Mon, 4 Mar 2019 16:27:10 -0800
Subject: [PATCH 76/77] Added lib test which generates multiple corner models.
 Only does process currently.

---
 compiler/characterizer/lib.py                 |  21 +-
 .../tests/23_lib_sram_model_corners_test.py   |  69 ++++
 ..._16_1_freepdk45_FF_1p0V_25C_analytical.lib | 321 ++++++++++++++++++
 ..._16_1_freepdk45_SS_1p0V_25C_analytical.lib | 321 ++++++++++++++++++
 ...16_1_scn4m_subm_FF_5p0V_25C_analytical.lib | 321 ++++++++++++++++++
 ...16_1_scn4m_subm_SS_5p0V_25C_analytical.lib | 321 ++++++++++++++++++
 6 files changed, 1363 insertions(+), 11 deletions(-)
 create mode 100755 compiler/tests/23_lib_sram_model_corners_test.py
 create mode 100644 compiler/tests/golden/sram_2_16_1_freepdk45_FF_1p0V_25C_analytical.lib
 create mode 100644 compiler/tests/golden/sram_2_16_1_freepdk45_SS_1p0V_25C_analytical.lib
 create mode 100644 compiler/tests/golden/sram_2_16_1_scn4m_subm_FF_5p0V_25C_analytical.lib
 create mode 100644 compiler/tests/golden/sram_2_16_1_scn4m_subm_SS_5p0V_25C_analytical.lib

diff --git a/compiler/characterizer/lib.py b/compiler/characterizer/lib.py
index 00b39af5..d24c931d 100644
--- a/compiler/characterizer/lib.py
+++ b/compiler/characterizer/lib.py
@@ -483,17 +483,16 @@ class lib:
         self.lib.write("        }\n")
         
     def compute_delay(self):
-        """ Do the analysis if we haven't characterized the SRAM yet """
-        if not hasattr(self,"d"):
-            self.d = delay(self.sram, self.sp_file, self.corner)
-            if self.use_model:
-                char_results = self.d.analytical_delay(self.slews,self.loads)
-                self.char_sram_results, self.char_port_results = char_results  
-            else:
-                probe_address = "1" * self.sram.addr_size
-                probe_data = self.sram.word_size - 1
-                char_results = self.d.analyze(probe_address, probe_data, self.slews, self.loads)
-                self.char_sram_results, self.char_port_results = char_results  
+        """Compute SRAM delays for current corner"""
+        self.d = delay(self.sram, self.sp_file, self.corner)
+        if self.use_model:
+            char_results = self.d.analytical_delay(self.slews,self.loads)
+            self.char_sram_results, self.char_port_results = char_results  
+        else:
+            probe_address = "1" * self.sram.addr_size
+            probe_data = self.sram.word_size - 1
+            char_results = self.d.analyze(probe_address, probe_data, self.slews, self.loads)
+            self.char_sram_results, self.char_port_results = char_results  
               
     def compute_setup_hold(self):
         """ Do the analysis if we haven't characterized a FF yet """
diff --git a/compiler/tests/23_lib_sram_model_corners_test.py b/compiler/tests/23_lib_sram_model_corners_test.py
new file mode 100755
index 00000000..431555bc
--- /dev/null
+++ b/compiler/tests/23_lib_sram_model_corners_test.py
@@ -0,0 +1,69 @@
+#!/usr/bin/env python3
+"""
+Check the .lib file for an SRAM
+"""
+
+import unittest
+from testutils import header,openram_test
+import sys,os,re
+sys.path.append(os.path.join(sys.path[0],".."))
+import globals
+from globals import OPTS
+import debug
+
+class model_corners_lib_test(openram_test):
+
+    def runTest(self):
+        globals.init_openram("config_20_{0}".format(OPTS.tech_name))
+
+        from characterizer import lib
+        from sram import sram
+        from sram_config import sram_config
+        c = sram_config(word_size=2,
+                        num_words=16,
+                        num_banks=1)
+        c.words_per_row=1
+        c.recompute_sizes()
+        debug.info(1, "Testing analytical timing for sample 2 bit, 16 words SRAM with 1 bank")
+        s = sram(c, "sram_2_16_1_{0}".format(OPTS.tech_name))
+        tempspice = OPTS.openram_temp + "temp.sp"
+        s.sp_write(tempspice)
+
+        #Set the corners. Lib will create a power set of the lists.
+        if OPTS.tech_name == "scn4m_subm":
+            OPTS.process_corners = ["TT", "SS", "FF"]
+            OPTS.supply_voltages = [5.0]
+            OPTS.temperatures = [25]
+        elif OPTS.tech_name == "freepdk45":
+            OPTS.process_corners = ["TT", "SS", "FF"]
+            OPTS.supply_voltages = [1.0]
+            OPTS.temperatures = [25]
+            
+        lib(out_dir=OPTS.openram_temp, sram=s.s, sp_file=tempspice, use_model=True)
+
+        # get all of the .lib files generated
+        files = os.listdir(OPTS.openram_temp)
+        nametest = re.compile("\.lib$", re.IGNORECASE)
+        lib_files = filter(nametest.search, files)
+
+        # and compare them with the golden model
+        for filename in lib_files:
+            newname = filename.replace(".lib","_analytical.lib")
+            libname = "{0}/{1}".format(OPTS.openram_temp,filename)
+            golden = "{0}/golden/{1}".format(os.path.dirname(os.path.realpath(__file__)),newname)
+            self.assertTrue(self.isapproxdiff(libname,golden,0.15))
+            
+        globals.end_openram()
+
+# run the test from the command line
+if __name__ == "__main__":
+    (OPTS, args) = globals.parse_args()
+    del sys.argv[1:]
+    header(__file__, OPTS.tech_name)
+    unittest.main()
+
+
+
+
+
+
diff --git a/compiler/tests/golden/sram_2_16_1_freepdk45_FF_1p0V_25C_analytical.lib b/compiler/tests/golden/sram_2_16_1_freepdk45_FF_1p0V_25C_analytical.lib
new file mode 100644
index 00000000..88b54eca
--- /dev/null
+++ b/compiler/tests/golden/sram_2_16_1_freepdk45_FF_1p0V_25C_analytical.lib
@@ -0,0 +1,321 @@
+library (sram_2_16_1_freepdk45_FF_1p0V_25C_lib){
+    delay_model : "table_lookup";
+    time_unit : "1ns" ;
+    voltage_unit : "1v" ;
+    current_unit : "1mA" ;
+    resistance_unit : "1kohm" ;
+    capacitive_load_unit(1 ,fF) ;
+    leakage_power_unit : "1mW" ;
+    pulling_resistance_unit :"1kohm" ;
+    operating_conditions(OC){
+    process : 1.0 ;
+    voltage : 1.0 ;
+    temperature : 25;
+    }
+
+    input_threshold_pct_fall       :  50.0 ;
+    output_threshold_pct_fall      :  50.0 ;
+    input_threshold_pct_rise       :  50.0 ;
+    output_threshold_pct_rise      :  50.0 ;
+    slew_lower_threshold_pct_fall  :  10.0 ;
+    slew_upper_threshold_pct_fall  :  90.0 ;
+    slew_lower_threshold_pct_rise  :  10.0 ;
+    slew_upper_threshold_pct_rise  :  90.0 ;
+
+    nom_voltage : 1.0;
+    nom_temperature : 25;
+    nom_process : 1.0;
+    default_cell_leakage_power    : 0.0 ;
+    default_leakage_power_density : 0.0 ;
+    default_input_pin_cap    : 1.0 ;
+    default_inout_pin_cap    : 1.0 ;
+    default_output_pin_cap   : 0.0 ;
+    default_max_transition   : 0.5 ;
+    default_fanout_load      : 1.0 ;
+    default_max_fanout   : 4.0 ;
+    default_connection_class : universal ;
+
+    lu_table_template(CELL_TABLE){
+        variable_1 : input_net_transition;
+        variable_2 : total_output_net_capacitance;
+        index_1("0.00125, 0.005, 0.04");
+        index_2("0.052275, 0.2091, 1.6728");
+    }
+
+    lu_table_template(CONSTRAINT_TABLE){
+        variable_1 : related_pin_transition;
+        variable_2 : constrained_pin_transition;
+        index_1("0.00125, 0.005, 0.04");
+        index_2("0.00125, 0.005, 0.04");
+    }
+
+    default_operating_conditions : OC; 
+
+
+    type (DATA){
+    base_type : array;
+    data_type : bit;
+    bit_width : 2;
+    bit_from : 0;
+    bit_to : 1;
+    }
+
+    type (ADDR){
+    base_type : array;
+    data_type : bit;
+    bit_width : 4;
+    bit_from : 0;
+    bit_to : 3;
+    }
+
+cell (sram_2_16_1_freepdk45){
+    memory(){ 
+    type : ram;
+    address_width : 4;
+    word_width : 2;
+    }
+    interface_timing : true;
+    dont_use  : true;
+    map_only   : true;
+    dont_touch : true;
+    area : 1124.88;
+
+    leakage_power () {
+      when : "CSb0";
+      value : 0.000167;
+    }
+    cell_leakage_power : 0;
+    bus(DIN0){
+        bus_type  : DATA; 
+        direction  : input; 
+        capacitance : 0.2091;  
+        memory_write(){ 
+            address : ADDR0; 
+            clocked_on  : clk0; 
+        }
+        pin(DIN0[1:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+    bus(DOUT0){
+        bus_type  : DATA; 
+        direction  : output; 
+        max_capacitance : 1.6728;  
+        min_capacitance : 0.052275;  
+        memory_read(){ 
+            address : ADDR0; 
+        }
+        pin(DOUT0[1:0]){
+        timing(){ 
+            timing_sense : non_unate; 
+            related_pin : "clk0"; 
+            timing_type : falling_edge; 
+            cell_rise(CELL_TABLE) {
+            values("0.088, 0.088, 0.088",\
+                   "0.088, 0.088, 0.088",\
+                   "0.088, 0.088, 0.088");
+            }
+            cell_fall(CELL_TABLE) {
+            values("0.088, 0.088, 0.088",\
+                   "0.088, 0.088, 0.088",\
+                   "0.088, 0.088, 0.088");
+            }
+            rise_transition(CELL_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+            fall_transition(CELL_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+
+    bus(ADDR0){
+        bus_type  : ADDR; 
+        direction  : input; 
+        capacitance : 0.2091;  
+        max_transition       : 0.04;
+        pin(ADDR0[3:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+
+    pin(CSb0){
+        direction  : input; 
+        capacitance : 0.2091;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(WEb0){
+        direction  : input; 
+        capacitance : 0.2091;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(clk0){
+        clock             : true;
+        direction  : input; 
+        capacitance : 0.2091;  
+        internal_power(){
+            when : "!CSb0 & clk0 & !WEb0"; 
+            rise_power(scalar){
+                values("0.033101244168888884");
+            }
+            fall_power(scalar){
+                values("0.033101244168888884");
+            }
+        }
+        internal_power(){
+            when : "!CSb0 & !clk0 & WEb0"; 
+            rise_power(scalar){
+                values("0.033101244168888884");
+            }
+            fall_power(scalar){
+                values("0.033101244168888884");
+            }
+        }
+        internal_power(){
+            when : "CSb0"; 
+            rise_power(scalar){
+                values("0");
+            }
+            fall_power(scalar){
+                values("0");
+            }
+        }
+        timing(){ 
+            timing_type :"min_pulse_width"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.009"); 
+            }
+            fall_constraint(scalar) {
+                values("0.009"); 
+            }
+         }
+        timing(){ 
+            timing_type :"minimum_period"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.018"); 
+            }
+            fall_constraint(scalar) {
+                values("0.018"); 
+            }
+         }
+    }
+
+    }
+}
diff --git a/compiler/tests/golden/sram_2_16_1_freepdk45_SS_1p0V_25C_analytical.lib b/compiler/tests/golden/sram_2_16_1_freepdk45_SS_1p0V_25C_analytical.lib
new file mode 100644
index 00000000..e78fe8d3
--- /dev/null
+++ b/compiler/tests/golden/sram_2_16_1_freepdk45_SS_1p0V_25C_analytical.lib
@@ -0,0 +1,321 @@
+library (sram_2_16_1_freepdk45_SS_1p0V_25C_lib){
+    delay_model : "table_lookup";
+    time_unit : "1ns" ;
+    voltage_unit : "1v" ;
+    current_unit : "1mA" ;
+    resistance_unit : "1kohm" ;
+    capacitive_load_unit(1 ,fF) ;
+    leakage_power_unit : "1mW" ;
+    pulling_resistance_unit :"1kohm" ;
+    operating_conditions(OC){
+    process : 1.0 ;
+    voltage : 1.0 ;
+    temperature : 25;
+    }
+
+    input_threshold_pct_fall       :  50.0 ;
+    output_threshold_pct_fall      :  50.0 ;
+    input_threshold_pct_rise       :  50.0 ;
+    output_threshold_pct_rise      :  50.0 ;
+    slew_lower_threshold_pct_fall  :  10.0 ;
+    slew_upper_threshold_pct_fall  :  90.0 ;
+    slew_lower_threshold_pct_rise  :  10.0 ;
+    slew_upper_threshold_pct_rise  :  90.0 ;
+
+    nom_voltage : 1.0;
+    nom_temperature : 25;
+    nom_process : 1.0;
+    default_cell_leakage_power    : 0.0 ;
+    default_leakage_power_density : 0.0 ;
+    default_input_pin_cap    : 1.0 ;
+    default_inout_pin_cap    : 1.0 ;
+    default_output_pin_cap   : 0.0 ;
+    default_max_transition   : 0.5 ;
+    default_fanout_load      : 1.0 ;
+    default_max_fanout   : 4.0 ;
+    default_connection_class : universal ;
+
+    lu_table_template(CELL_TABLE){
+        variable_1 : input_net_transition;
+        variable_2 : total_output_net_capacitance;
+        index_1("0.00125, 0.005, 0.04");
+        index_2("0.052275, 0.2091, 1.6728");
+    }
+
+    lu_table_template(CONSTRAINT_TABLE){
+        variable_1 : related_pin_transition;
+        variable_2 : constrained_pin_transition;
+        index_1("0.00125, 0.005, 0.04");
+        index_2("0.00125, 0.005, 0.04");
+    }
+
+    default_operating_conditions : OC; 
+
+
+    type (DATA){
+    base_type : array;
+    data_type : bit;
+    bit_width : 2;
+    bit_from : 0;
+    bit_to : 1;
+    }
+
+    type (ADDR){
+    base_type : array;
+    data_type : bit;
+    bit_width : 4;
+    bit_from : 0;
+    bit_to : 3;
+    }
+
+cell (sram_2_16_1_freepdk45){
+    memory(){ 
+    type : ram;
+    address_width : 4;
+    word_width : 2;
+    }
+    interface_timing : true;
+    dont_use  : true;
+    map_only   : true;
+    dont_touch : true;
+    area : 1124.88;
+
+    leakage_power () {
+      when : "CSb0";
+      value : 0.000167;
+    }
+    cell_leakage_power : 0;
+    bus(DIN0){
+        bus_type  : DATA; 
+        direction  : input; 
+        capacitance : 0.2091;  
+        memory_write(){ 
+            address : ADDR0; 
+            clocked_on  : clk0; 
+        }
+        pin(DIN0[1:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+    bus(DOUT0){
+        bus_type  : DATA; 
+        direction  : output; 
+        max_capacitance : 1.6728;  
+        min_capacitance : 0.052275;  
+        memory_read(){ 
+            address : ADDR0; 
+        }
+        pin(DOUT0[1:0]){
+        timing(){ 
+            timing_sense : non_unate; 
+            related_pin : "clk0"; 
+            timing_type : falling_edge; 
+            cell_rise(CELL_TABLE) {
+            values("0.107, 0.107, 0.107",\
+                   "0.107, 0.107, 0.107",\
+                   "0.107, 0.107, 0.107");
+            }
+            cell_fall(CELL_TABLE) {
+            values("0.107, 0.107, 0.107",\
+                   "0.107, 0.107, 0.107",\
+                   "0.107, 0.107, 0.107");
+            }
+            rise_transition(CELL_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+            fall_transition(CELL_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+
+    bus(ADDR0){
+        bus_type  : ADDR; 
+        direction  : input; 
+        capacitance : 0.2091;  
+        max_transition       : 0.04;
+        pin(ADDR0[3:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+
+    pin(CSb0){
+        direction  : input; 
+        capacitance : 0.2091;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(WEb0){
+        direction  : input; 
+        capacitance : 0.2091;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(clk0){
+        clock             : true;
+        direction  : input; 
+        capacitance : 0.2091;  
+        internal_power(){
+            when : "!CSb0 & clk0 & !WEb0"; 
+            rise_power(scalar){
+                values("0.033101244168888884");
+            }
+            fall_power(scalar){
+                values("0.033101244168888884");
+            }
+        }
+        internal_power(){
+            when : "!CSb0 & !clk0 & WEb0"; 
+            rise_power(scalar){
+                values("0.033101244168888884");
+            }
+            fall_power(scalar){
+                values("0.033101244168888884");
+            }
+        }
+        internal_power(){
+            when : "CSb0"; 
+            rise_power(scalar){
+                values("0");
+            }
+            fall_power(scalar){
+                values("0");
+            }
+        }
+        timing(){ 
+            timing_type :"min_pulse_width"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.0105"); 
+            }
+            fall_constraint(scalar) {
+                values("0.0105"); 
+            }
+         }
+        timing(){ 
+            timing_type :"minimum_period"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.021"); 
+            }
+            fall_constraint(scalar) {
+                values("0.021"); 
+            }
+         }
+    }
+
+    }
+}
diff --git a/compiler/tests/golden/sram_2_16_1_scn4m_subm_FF_5p0V_25C_analytical.lib b/compiler/tests/golden/sram_2_16_1_scn4m_subm_FF_5p0V_25C_analytical.lib
new file mode 100644
index 00000000..5cbecd94
--- /dev/null
+++ b/compiler/tests/golden/sram_2_16_1_scn4m_subm_FF_5p0V_25C_analytical.lib
@@ -0,0 +1,321 @@
+library (sram_2_16_1_scn4m_subm_FF_5p0V_25C_lib){
+    delay_model : "table_lookup";
+    time_unit : "1ns" ;
+    voltage_unit : "1v" ;
+    current_unit : "1mA" ;
+    resistance_unit : "1kohm" ;
+    capacitive_load_unit(1 ,fF) ;
+    leakage_power_unit : "1mW" ;
+    pulling_resistance_unit :"1kohm" ;
+    operating_conditions(OC){
+    process : 1.0 ;
+    voltage : 5.0 ;
+    temperature : 25;
+    }
+
+    input_threshold_pct_fall       :  50.0 ;
+    output_threshold_pct_fall      :  50.0 ;
+    input_threshold_pct_rise       :  50.0 ;
+    output_threshold_pct_rise      :  50.0 ;
+    slew_lower_threshold_pct_fall  :  10.0 ;
+    slew_upper_threshold_pct_fall  :  90.0 ;
+    slew_lower_threshold_pct_rise  :  10.0 ;
+    slew_upper_threshold_pct_rise  :  90.0 ;
+
+    nom_voltage : 5.0;
+    nom_temperature : 25;
+    nom_process : 1.0;
+    default_cell_leakage_power    : 0.0 ;
+    default_leakage_power_density : 0.0 ;
+    default_input_pin_cap    : 1.0 ;
+    default_inout_pin_cap    : 1.0 ;
+    default_output_pin_cap   : 0.0 ;
+    default_max_transition   : 0.5 ;
+    default_fanout_load      : 1.0 ;
+    default_max_fanout   : 4.0 ;
+    default_connection_class : universal ;
+
+    lu_table_template(CELL_TABLE){
+        variable_1 : input_net_transition;
+        variable_2 : total_output_net_capacitance;
+        index_1("0.0125, 0.05, 0.4");
+        index_2("2.45605, 9.8242, 78.5936");
+    }
+
+    lu_table_template(CONSTRAINT_TABLE){
+        variable_1 : related_pin_transition;
+        variable_2 : constrained_pin_transition;
+        index_1("0.0125, 0.05, 0.4");
+        index_2("0.0125, 0.05, 0.4");
+    }
+
+    default_operating_conditions : OC; 
+
+
+    type (DATA){
+    base_type : array;
+    data_type : bit;
+    bit_width : 2;
+    bit_from : 0;
+    bit_to : 1;
+    }
+
+    type (ADDR){
+    base_type : array;
+    data_type : bit;
+    bit_width : 4;
+    bit_from : 0;
+    bit_to : 3;
+    }
+
+cell (sram_2_16_1_scn4m_subm){
+    memory(){ 
+    type : ram;
+    address_width : 4;
+    word_width : 2;
+    }
+    interface_timing : true;
+    dont_use  : true;
+    map_only   : true;
+    dont_touch : true;
+    area : 73068.14000000001;
+
+    leakage_power () {
+      when : "CSb0";
+      value : 0.000167;
+    }
+    cell_leakage_power : 0;
+    bus(DIN0){
+        bus_type  : DATA; 
+        direction  : input; 
+        capacitance : 9.8242;  
+        memory_write(){ 
+            address : ADDR0; 
+            clocked_on  : clk0; 
+        }
+        pin(DIN0[1:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+    bus(DOUT0){
+        bus_type  : DATA; 
+        direction  : output; 
+        max_capacitance : 78.5936;  
+        min_capacitance : 2.45605;  
+        memory_read(){ 
+            address : ADDR0; 
+        }
+        pin(DOUT0[1:0]){
+        timing(){ 
+            timing_sense : non_unate; 
+            related_pin : "clk0"; 
+            timing_type : falling_edge; 
+            cell_rise(CELL_TABLE) {
+            values("0.241, 0.241, 0.241",\
+                   "0.241, 0.241, 0.241",\
+                   "0.241, 0.241, 0.241");
+            }
+            cell_fall(CELL_TABLE) {
+            values("0.241, 0.241, 0.241",\
+                   "0.241, 0.241, 0.241",\
+                   "0.241, 0.241, 0.241");
+            }
+            rise_transition(CELL_TABLE) {
+            values("0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004");
+            }
+            fall_transition(CELL_TABLE) {
+            values("0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004");
+            }
+        }
+        }
+    }
+
+    bus(ADDR0){
+        bus_type  : ADDR; 
+        direction  : input; 
+        capacitance : 9.8242;  
+        max_transition       : 0.4;
+        pin(ADDR0[3:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+
+    pin(CSb0){
+        direction  : input; 
+        capacitance : 9.8242;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(WEb0){
+        direction  : input; 
+        capacitance : 9.8242;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(clk0){
+        clock             : true;
+        direction  : input; 
+        capacitance : 9.8242;  
+        internal_power(){
+            when : "!CSb0 & clk0 & !WEb0"; 
+            rise_power(scalar){
+                values("4.99880645");
+            }
+            fall_power(scalar){
+                values("4.99880645");
+            }
+        }
+        internal_power(){
+            when : "!CSb0 & !clk0 & WEb0"; 
+            rise_power(scalar){
+                values("4.99880645");
+            }
+            fall_power(scalar){
+                values("4.99880645");
+            }
+        }
+        internal_power(){
+            when : "CSb0"; 
+            rise_power(scalar){
+                values("0");
+            }
+            fall_power(scalar){
+                values("0");
+            }
+        }
+        timing(){ 
+            timing_type :"min_pulse_width"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.024"); 
+            }
+            fall_constraint(scalar) {
+                values("0.024"); 
+            }
+         }
+        timing(){ 
+            timing_type :"minimum_period"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.048"); 
+            }
+            fall_constraint(scalar) {
+                values("0.048"); 
+            }
+         }
+    }
+
+    }
+}
diff --git a/compiler/tests/golden/sram_2_16_1_scn4m_subm_SS_5p0V_25C_analytical.lib b/compiler/tests/golden/sram_2_16_1_scn4m_subm_SS_5p0V_25C_analytical.lib
new file mode 100644
index 00000000..3324f119
--- /dev/null
+++ b/compiler/tests/golden/sram_2_16_1_scn4m_subm_SS_5p0V_25C_analytical.lib
@@ -0,0 +1,321 @@
+library (sram_2_16_1_scn4m_subm_SS_5p0V_25C_lib){
+    delay_model : "table_lookup";
+    time_unit : "1ns" ;
+    voltage_unit : "1v" ;
+    current_unit : "1mA" ;
+    resistance_unit : "1kohm" ;
+    capacitive_load_unit(1 ,fF) ;
+    leakage_power_unit : "1mW" ;
+    pulling_resistance_unit :"1kohm" ;
+    operating_conditions(OC){
+    process : 1.0 ;
+    voltage : 5.0 ;
+    temperature : 25;
+    }
+
+    input_threshold_pct_fall       :  50.0 ;
+    output_threshold_pct_fall      :  50.0 ;
+    input_threshold_pct_rise       :  50.0 ;
+    output_threshold_pct_rise      :  50.0 ;
+    slew_lower_threshold_pct_fall  :  10.0 ;
+    slew_upper_threshold_pct_fall  :  90.0 ;
+    slew_lower_threshold_pct_rise  :  10.0 ;
+    slew_upper_threshold_pct_rise  :  90.0 ;
+
+    nom_voltage : 5.0;
+    nom_temperature : 25;
+    nom_process : 1.0;
+    default_cell_leakage_power    : 0.0 ;
+    default_leakage_power_density : 0.0 ;
+    default_input_pin_cap    : 1.0 ;
+    default_inout_pin_cap    : 1.0 ;
+    default_output_pin_cap   : 0.0 ;
+    default_max_transition   : 0.5 ;
+    default_fanout_load      : 1.0 ;
+    default_max_fanout   : 4.0 ;
+    default_connection_class : universal ;
+
+    lu_table_template(CELL_TABLE){
+        variable_1 : input_net_transition;
+        variable_2 : total_output_net_capacitance;
+        index_1("0.0125, 0.05, 0.4");
+        index_2("2.45605, 9.8242, 78.5936");
+    }
+
+    lu_table_template(CONSTRAINT_TABLE){
+        variable_1 : related_pin_transition;
+        variable_2 : constrained_pin_transition;
+        index_1("0.0125, 0.05, 0.4");
+        index_2("0.0125, 0.05, 0.4");
+    }
+
+    default_operating_conditions : OC; 
+
+
+    type (DATA){
+    base_type : array;
+    data_type : bit;
+    bit_width : 2;
+    bit_from : 0;
+    bit_to : 1;
+    }
+
+    type (ADDR){
+    base_type : array;
+    data_type : bit;
+    bit_width : 4;
+    bit_from : 0;
+    bit_to : 3;
+    }
+
+cell (sram_2_16_1_scn4m_subm){
+    memory(){ 
+    type : ram;
+    address_width : 4;
+    word_width : 2;
+    }
+    interface_timing : true;
+    dont_use  : true;
+    map_only   : true;
+    dont_touch : true;
+    area : 73068.14000000001;
+
+    leakage_power () {
+      when : "CSb0";
+      value : 0.000167;
+    }
+    cell_leakage_power : 0;
+    bus(DIN0){
+        bus_type  : DATA; 
+        direction  : input; 
+        capacitance : 9.8242;  
+        memory_write(){ 
+            address : ADDR0; 
+            clocked_on  : clk0; 
+        }
+        pin(DIN0[1:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+    bus(DOUT0){
+        bus_type  : DATA; 
+        direction  : output; 
+        max_capacitance : 78.5936;  
+        min_capacitance : 2.45605;  
+        memory_read(){ 
+            address : ADDR0; 
+        }
+        pin(DOUT0[1:0]){
+        timing(){ 
+            timing_sense : non_unate; 
+            related_pin : "clk0"; 
+            timing_type : falling_edge; 
+            cell_rise(CELL_TABLE) {
+            values("0.294, 0.294, 0.294",\
+                   "0.294, 0.294, 0.294",\
+                   "0.294, 0.294, 0.294");
+            }
+            cell_fall(CELL_TABLE) {
+            values("0.294, 0.294, 0.294",\
+                   "0.294, 0.294, 0.294",\
+                   "0.294, 0.294, 0.294");
+            }
+            rise_transition(CELL_TABLE) {
+            values("0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004");
+            }
+            fall_transition(CELL_TABLE) {
+            values("0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004",\
+                   "0.004, 0.004, 0.004");
+            }
+        }
+        }
+    }
+
+    bus(ADDR0){
+        bus_type  : ADDR; 
+        direction  : input; 
+        capacitance : 9.8242;  
+        max_transition       : 0.4;
+        pin(ADDR0[3:0]){
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+        }
+    }
+
+    pin(CSb0){
+        direction  : input; 
+        capacitance : 9.8242;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(WEb0){
+        direction  : input; 
+        capacitance : 9.8242;  
+        timing(){ 
+            timing_type : setup_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009",\
+                   "0.009, 0.009, 0.009");
+            }
+        }
+        timing(){ 
+            timing_type : hold_rising; 
+            related_pin  : "clk0"; 
+            rise_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+              }
+            fall_constraint(CONSTRAINT_TABLE) {
+            values("0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001",\
+                   "0.001, 0.001, 0.001");
+            }
+        }
+    }
+
+    pin(clk0){
+        clock             : true;
+        direction  : input; 
+        capacitance : 9.8242;  
+        internal_power(){
+            when : "!CSb0 & clk0 & !WEb0"; 
+            rise_power(scalar){
+                values("4.99880645");
+            }
+            fall_power(scalar){
+                values("4.99880645");
+            }
+        }
+        internal_power(){
+            when : "!CSb0 & !clk0 & WEb0"; 
+            rise_power(scalar){
+                values("4.99880645");
+            }
+            fall_power(scalar){
+                values("4.99880645");
+            }
+        }
+        internal_power(){
+            when : "CSb0"; 
+            rise_power(scalar){
+                values("0");
+            }
+            fall_power(scalar){
+                values("0");
+            }
+        }
+        timing(){ 
+            timing_type :"min_pulse_width"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.0295"); 
+            }
+            fall_constraint(scalar) {
+                values("0.0295"); 
+            }
+         }
+        timing(){ 
+            timing_type :"minimum_period"; 
+            related_pin  : clk0; 
+            rise_constraint(scalar) {
+                values("0.059"); 
+            }
+            fall_constraint(scalar) {
+                values("0.059"); 
+            }
+         }
+    }
+
+    }
+}

From 80a325fe3202e07904afeb768940a73705293db0 Mon Sep 17 00:00:00 2001
From: Hunter Nichols <hznichol@ucsc.edu>
Date: Mon, 4 Mar 2019 19:27:53 -0800
Subject: [PATCH 77/77] Added corner information for analytical power
 estimation.

---
 compiler/base/contact.py                      |  2 +-
 compiler/base/design.py                       |  4 ++--
 compiler/base/hierarchy_spice.py              | 20 +++++++++++++++++--
 compiler/bitcells/bitcell.py                  |  2 +-
 compiler/bitcells/bitcell_1rw_1r.py           |  2 +-
 compiler/bitcells/bitcell_1w_1r.py            |  2 +-
 compiler/bitcells/pbitcell.py                 |  2 +-
 compiler/characterizer/delay.py               |  2 +-
 compiler/modules/bitcell_array.py             | 10 +++++-----
 compiler/modules/dff.py                       |  6 +++---
 compiler/modules/sense_amp.py                 |  2 +-
 .../modules/single_level_column_mux_array.py  |  4 ++--
 compiler/modules/tri_gate.py                  |  2 +-
 compiler/pgates/pinv.py                       |  4 ++--
 compiler/pgates/pnand2.py                     |  4 ++--
 compiler/pgates/pnand3.py                     |  4 ++--
 compiler/pgates/pnor2.py                      |  4 ++--
 17 files changed, 46 insertions(+), 30 deletions(-)

diff --git a/compiler/base/contact.py b/compiler/base/contact.py
index f5cfcb0b..39cb7b52 100644
--- a/compiler/base/contact.py
+++ b/compiler/base/contact.py
@@ -162,7 +162,7 @@ class contact(hierarchy_design.hierarchy_design):
                       width=well_width,
                       height=well_height)
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """ Get total power of a module  """
         return self.return_power()
 
diff --git a/compiler/base/design.py b/compiler/base/design.py
index d07e392a..4e76b40a 100644
--- a/compiler/base/design.py
+++ b/compiler/base/design.py
@@ -88,11 +88,11 @@ class design(hierarchy_design):
             self.readonly_ports.append(port_number)
             port_number += 1
 
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """ Get total power of a module  """
         total_module_power = self.return_power()
         for inst in self.insts:
-            total_module_power += inst.mod.analytical_power(proc, vdd, temp, load)
+            total_module_power += inst.mod.analytical_power(corner, load)
         return total_module_power
     
     def __str__(self):
diff --git a/compiler/base/hierarchy_spice.py b/compiler/base/hierarchy_spice.py
index b5ccd19b..5f3245a8 100644
--- a/compiler/base/hierarchy_spice.py
+++ b/compiler/base/hierarchy_spice.py
@@ -235,10 +235,10 @@ class spice():
         modeling it as a resistance driving a capacitance
         """
         swing_factor = abs(math.log(1-swing)) # time constant based on swing
-        proc,volt,temp = corner
+        proc,vdd,temp = corner
         #FIXME: type of delay is needed to know which process to use.
         proc_mult = max(self.get_process_delay_factor(proc)) 
-        volt_mult = self.get_voltage_delay_factor(volt)
+        volt_mult = self.get_voltage_delay_factor(vdd)
         temp_mult = self.get_temp_delay_factor(temp)
         delay = swing_factor * r * c #c is in ff and delay is in fs
         delay = delay * proc_mult * volt_mult * temp_mult
@@ -291,6 +291,22 @@ class spice():
     def generate_rc_net(self,lump_num, wire_length, wire_width):
         return wire_spice_model(lump_num, wire_length, wire_width)
         
+    def calc_dynamic_power(self, corner, c, freq, swing=1.0):
+        """ 
+        Calculate dynamic power using effective capacitance, frequency, and corner (PVT)
+        """
+        proc,vdd,temp = corner
+        net_vswing = vdd*swing
+        power_dyn = c*vdd*net_vswing*freq
+        
+        #Apply process and temperature factors. Roughly, process and Vdd affect the delay which affects the power.
+        #No other estimations are currently used. Increased delay->slower freq.->less power
+        proc_div = max(self.get_process_delay_factor(proc)) 
+        temp_div = self.get_temp_delay_factor(temp)
+        power_dyn = power_dyn/(proc_div*temp_div)
+        
+        return power_dyn  
+        
     def return_power(self, dynamic=0.0, leakage=0.0):
         return power_data(dynamic, leakage)
 
diff --git a/compiler/bitcells/bitcell.py b/compiler/bitcells/bitcell.py
index afa8ae1a..ed1647a8 100644
--- a/compiler/bitcells/bitcell.py
+++ b/compiler/bitcells/bitcell.py
@@ -66,7 +66,7 @@ class bitcell(design.design):
         column_pins = ["br"]
         return column_pins
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Bitcell power in nW. Only characterizes leakage."""
         from tech import spice
         leakage = spice["bitcell_leakage"]
diff --git a/compiler/bitcells/bitcell_1rw_1r.py b/compiler/bitcells/bitcell_1rw_1r.py
index 30cf9144..a96dcff0 100644
--- a/compiler/bitcells/bitcell_1rw_1r.py
+++ b/compiler/bitcells/bitcell_1rw_1r.py
@@ -89,7 +89,7 @@ class bitcell_1rw_1r(design.design):
         column_pins = ["br0"]
         return column_pins
     
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Bitcell power in nW. Only characterizes leakage."""
         from tech import spice
         leakage = spice["bitcell_leakage"]
diff --git a/compiler/bitcells/bitcell_1w_1r.py b/compiler/bitcells/bitcell_1w_1r.py
index 1283db76..e2cc662b 100644
--- a/compiler/bitcells/bitcell_1w_1r.py
+++ b/compiler/bitcells/bitcell_1w_1r.py
@@ -89,7 +89,7 @@ class bitcell_1w_1r(design.design):
         column_pins = ["br0"]
         return column_pins
     
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Bitcell power in nW. Only characterizes leakage."""
         from tech import spice
         leakage = spice["bitcell_leakage"]
diff --git a/compiler/bitcells/pbitcell.py b/compiler/bitcells/pbitcell.py
index 104a2b41..55712e44 100644
--- a/compiler/bitcells/pbitcell.py
+++ b/compiler/bitcells/pbitcell.py
@@ -874,7 +874,7 @@ class pbitcell(design.design):
         result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = swing)
         return result
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Bitcell power in nW. Only characterizes leakage."""
         from tech import spice
         leakage = spice["bitcell_leakage"]
diff --git a/compiler/characterizer/delay.py b/compiler/characterizer/delay.py
index 17ce8c4e..29b12ae9 100644
--- a/compiler/characterizer/delay.py
+++ b/compiler/characterizer/delay.py
@@ -931,7 +931,7 @@ class delay(simulation):
         """Get the dynamic and leakage power from the SRAM"""
         #slews unused, only last load is used
         load = loads[-1]
-        power = self.sram.analytical_power(self.process, self.vdd_voltage, self.temperature, load) 
+        power = self.sram.analytical_power(self.corner, load) 
         #convert from nW to mW
         power.dynamic /= 1e6 
         power.leakage /= 1e6
diff --git a/compiler/modules/bitcell_array.py b/compiler/modules/bitcell_array.py
index 9df5d696..ea8fc3f2 100644
--- a/compiler/modules/bitcell_array.py
+++ b/compiler/modules/bitcell_array.py
@@ -147,19 +147,19 @@ class bitcell_array(design.design):
         return self.return_delay(cell_delay.delay+wl_to_cell_delay.delay,
                                  wl_to_cell_delay.slew)
                         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Power of Bitcell array and bitline in nW."""
-        from tech import drc
+        from tech import drc, parameter
         
         # Dynamic Power from Bitline
         bl_wire = self.gen_bl_wire()
         cell_load = 2 * bl_wire.return_input_cap() 
-        bl_swing = 0.1 #This should probably be defined in the tech file or input
+        bl_swing = parameter["rbl_height_percentage"]
         freq = spice["default_event_rate"]
-        bitline_dynamic = bl_swing*cell_load*vdd*vdd*freq #not sure if calculation is correct
+        bitline_dynamic = self.calc_dynamic_power(corner, cell_load, freq, swing=bl_swing)
         
         #Calculate the bitcell power which currently only includes leakage 
-        cell_power = self.cell.analytical_power(proc, vdd, temp, load)
+        cell_power = self.cell.analytical_power(corner, load)
         
         #Leakage power grows with entire array and bitlines.
         total_power = self.return_power(cell_power.dynamic + bitline_dynamic * self.column_size,
diff --git a/compiler/modules/dff.py b/compiler/modules/dff.py
index 8cf02d40..753ae41a 100644
--- a/compiler/modules/dff.py
+++ b/compiler/modules/dff.py
@@ -21,11 +21,11 @@ class dff(design.design):
         self.height = dff.height
         self.pin_map = dff.pin_map
     
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         c_eff = self.calculate_effective_capacitance(load)
-        f = spice["default_event_rate"]
-        power_dyn = c_eff*vdd*vdd*f
+        freq = spice["default_event_rate"]
+        power_dyn = self.calc_dynamic_power(corner, c_eff, freq)
         power_leak = spice["msflop_leakage"]
         
         total_power = self.return_power(power_dyn, power_leak)
diff --git a/compiler/modules/sense_amp.py b/compiler/modules/sense_amp.py
index 5b9808a8..0c959685 100644
--- a/compiler/modules/sense_amp.py
+++ b/compiler/modules/sense_amp.py
@@ -38,7 +38,7 @@ class sense_amp(design.design):
         result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         return self.return_delay(result.delay, result.slew)
 
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         #Power in this module currently not defined. Returns 0 nW (leakage and dynamic).
         total_power = self.return_power()
diff --git a/compiler/modules/single_level_column_mux_array.py b/compiler/modules/single_level_column_mux_array.py
index 7f20cfb5..57d2cd54 100644
--- a/compiler/modules/single_level_column_mux_array.py
+++ b/compiler/modules/single_level_column_mux_array.py
@@ -218,11 +218,11 @@ class single_level_column_mux_array(design.design):
 
     def analytical_delay(self, corner, vdd, slew, load=0.0):
         from tech import spice, parameter
-        proc,volt,temp = corner
+        proc,vdd,temp = corner
         r = spice["min_tx_r"]/(self.mux.ptx_width/parameter["min_tx_size"])
         #Drains of mux transistors make up capacitance. 
         c_para = spice["min_tx_drain_c"]*(self.mux.ptx_width/parameter["min_tx_size"])*self.words_per_row#ff
-        volt_swing = spice["v_threshold_typical"]/volt
+        volt_swing = spice["v_threshold_typical"]/vdd
         
         result = self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew, swing = volt_swing)
         return self.return_delay(result.delay, result.slew)            
diff --git a/compiler/modules/tri_gate.py b/compiler/modules/tri_gate.py
index 61d9da39..688b3644 100644
--- a/compiler/modules/tri_gate.py
+++ b/compiler/modules/tri_gate.py
@@ -33,7 +33,7 @@ class tri_gate(design.design):
         c_para = spice["min_tx_drain_c"]
         return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         #Power in this module currently not defined. Returns 0 nW (leakage and dynamic).
         total_power = self.return_power() 
diff --git a/compiler/pgates/pinv.py b/compiler/pgates/pinv.py
index 867deee2..f00e9af7 100644
--- a/compiler/pgates/pinv.py
+++ b/compiler/pgates/pinv.py
@@ -266,11 +266,11 @@ class pinv(pgate.pgate):
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
         return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         c_eff = self.calculate_effective_capacitance(load)
         freq = spice["default_event_rate"]
-        power_dyn = c_eff*vdd*vdd*freq
+        power_dyn = self.calc_dynamic_power(corner, c_eff, freq)
         power_leak = spice["inv_leakage"]
         
         total_power = self.return_power(power_dyn, power_leak)
diff --git a/compiler/pgates/pnand2.py b/compiler/pgates/pnand2.py
index 8e702f84..95a9bc28 100644
--- a/compiler/pgates/pnand2.py
+++ b/compiler/pgates/pnand2.py
@@ -232,11 +232,11 @@ class pnand2(pgate.pgate):
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
         return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         c_eff = self.calculate_effective_capacitance(load)
         freq = spice["default_event_rate"]
-        power_dyn = c_eff*vdd*vdd*freq
+        power_dyn = self.calc_dynamic_power(corner, c_eff, freq)
         power_leak = spice["nand2_leakage"]
         
         total_power = self.return_power(power_dyn, power_leak)
diff --git a/compiler/pgates/pnand3.py b/compiler/pgates/pnand3.py
index 4efd1820..d0c37b55 100644
--- a/compiler/pgates/pnand3.py
+++ b/compiler/pgates/pnand3.py
@@ -245,11 +245,11 @@ class pnand3(pgate.pgate):
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
         return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         c_eff = self.calculate_effective_capacitance(load)
         freq = spice["default_event_rate"]
-        power_dyn = c_eff*vdd*vdd*freq
+        power_dyn = self.calc_dynamic_power(corner, c_eff, freq)
         power_leak = spice["nand3_leakage"]
         
         total_power = self.return_power(power_dyn, power_leak)
diff --git a/compiler/pgates/pnor2.py b/compiler/pgates/pnor2.py
index 0c62cfe9..8a5c80d4 100644
--- a/compiler/pgates/pnor2.py
+++ b/compiler/pgates/pnor2.py
@@ -217,11 +217,11 @@ class pnor2(pgate.pgate):
         c_para = spice["min_tx_drain_c"]*(self.nmos_size/parameter["min_tx_size"])#ff
         return self.cal_delay_with_rc(corner, r = r, c =  c_para+load, slew = slew)
         
-    def analytical_power(self, proc, vdd, temp, load):
+    def analytical_power(self, corner, load):
         """Returns dynamic and leakage power. Results in nW"""
         c_eff = self.calculate_effective_capacitance(load)
         freq = spice["default_event_rate"]
-        power_dyn = c_eff*vdd*vdd*freq
+        power_dyn = self.calc_dynamic_power(corner, c_eff, freq)
         power_leak = spice["nor2_leakage"]
         
         total_power = self.return_power(power_dyn, power_leak)