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476 Commits

Author SHA1 Message Date
Hunter Nichols 6f01ab4792 Added simulation time modeling to regression model. 2021-03-22 12:55:29 -07:00
Hunter Nichols 208586a8e8 Added simulation time in the datasheet 2021-03-22 12:21:10 -07:00
Hunter Nichols 2cd3d28add linear regression model coefficients are now written to the extended config file 2021-03-02 13:14:56 -08:00
Hunter Nichols d3ef1d7b85 Changed to ridge model to reduce effects of overfitting on small models. 2021-02-26 11:00:21 -08:00
Hunter Nichols b5516865f1 Added option to allow specific load/slew combinations in config file. 2021-02-24 16:43:34 -08:00
Hunter Nichols 2ce802612b Stopped script from crashing if area is not included in the model dataset 2021-02-17 10:42:01 -08:00
Hunter Nichols ad1509b29b Added local_array_size as an input to the model 2021-02-17 10:00:11 -08:00
Hunter Nichols 3f5fd0b6f4 Merge branch 'dev' into automated_analytical_model 2021-02-15 15:20:49 -08:00
Hunter Nichols 4700f14e82 Removed area as an input feature to regression model 2021-02-10 14:20:38 -08:00
mrg b82b7aaf28 PEP8 format 2021-02-10 12:10:04 -08:00
Hunter Nichols f81c1ee4fc Contents of previous datasheet truncated if paths are the same 2021-02-05 16:51:35 -08:00
mrg 19e99d1c7b Enable parallel regression testing. 2021-02-03 14:19:11 -08:00
Hunter Nichols df8d59f32e Merge branch 'dev' into automated_analytical_model 2021-02-01 01:49:45 -08:00
Hunter Nichols 7bed5bdd1c Added option for model to specify regression model data path. 2021-01-25 14:24:54 -08:00
Matt Guthaus 30fc81a1f0 Update copyright year. 2021-01-22 11:23:28 -08:00
Hunter Nichols e26e17c53f Added option to specify exact corners for characterization in config file 2021-01-22 00:50:28 -08:00
Hunter Nichols 70fe90f0af Added shared classes between regression models, added and changed some debug messages 2021-01-19 14:19:50 -08:00
Hunter Nichols 6d2a35e929 Changed most lists to dict to reduce hardcoded indices 2021-01-19 13:47:54 -08:00
Hunter Nichols 1881d43948 Added initial neural network model 2021-01-13 14:07:52 -08:00
Hunter Nichols ed3d39a1b8 Added updated model data with slews and loads. Changed linear regressions to account for additional models. 2021-01-13 13:04:34 -08:00
Hunter Nichols d6d8a037f1 Added values to datasheet info which will be used for model training 2021-01-11 15:20:56 -08:00
Hunter Nichols 6b053c8185 Adjusted margin for the period in elmore model 2021-01-11 12:53:14 -08:00
Hunter Nichols d8437249f7 Condensed some datasheet code in lib.py 2021-01-06 15:53:22 -08:00
Hunter Nichols bb841fc84d Added option to output the datasheet.info file. 2021-01-06 12:45:34 -08:00
Hunter Nichols 9edaca0616 Changed tech path in linear regression to use openram_tech option. 2020-12-22 16:45:04 -08:00
Hunter Nichols 6eac0530a1 Added words per row to datasheet 2020-12-22 15:00:11 -08:00
Hunter Nichols 732404b330 Added an option that prevents lib.py from generating corners and only uses corners in config file. 2020-12-17 15:32:15 -08:00
Hunter Nichols 240dc784af Fixed issue with static inputs causing errors. Added corners to linear regression inputs. 2020-12-17 14:54:43 -08:00
Hunter Nichols b760656572 Made process a required feature. Fixed issue with features that have the same max and min 2020-12-17 14:08:45 -08:00
Hunter Nichols 56c4c89720 Adjusted error margin for period in analytical model and added check in model test. 2020-12-17 01:34:53 -08:00
Hunter Nichols f1f6a1a520 Removed windows end of line characters. 2020-12-15 12:08:31 -08:00
Hunter Nichols 06232dee8f Added leakage and slew data. Added temporary fix to model output format. 2020-12-14 14:32:10 -08:00
Hunter Nichols 25544c3974 Added similar interface to linear regression as elmore 2020-12-14 13:59:31 -08:00
Hunter Nichols 0adcf8935f Added linear regression model for power. 2020-12-09 15:31:43 -08:00
Hunter Nichols 393a9ca0d8 Data scaling is only dependent on a single file rather than a directory now. 2020-12-09 15:03:04 -08:00
Hunter Nichols fc55cd194d Added model selection option. 2020-12-09 12:54:11 -08:00
Hunter Nichols 8a75b83889 Fixed input scaling bugs delay prediction model 2020-12-07 14:36:01 -08:00
Hunter Nichols 77d7e3b1cf Merge branch 'dev' into automated_analytical_model 2020-12-07 14:24:04 -08:00
Hunter Nichols 6e7d1695b5 Cleaned code to remove validation during training. 2020-12-07 14:22:53 -08:00
Hunter Nichols 5f4a2f0231 Added function to get all data and scale vs just a portion 2020-12-07 13:11:04 -08:00
Hunter Nichols dcd20a250a Changed linear regression model to reference data in tech dir vs local ref. 2020-12-02 15:20:50 -08:00
Hunter Nichols d111041385 Refactored analytical model to be it's own module with shared code moved to simulation 2020-12-02 14:06:39 -08:00
Hunter Nichols ce9036af76 Moved model scripts to characterizer dir 2020-12-02 13:25:03 -08:00
Hunter Nichols 9fd473ce70 Fixed issue with selection of column address when checking bitline names. 2020-11-20 01:11:08 -08:00
Hunter Nichols b201fa4bca Fixed path measurement in delay 2020-11-19 22:53:38 -08:00
Hunter Nichols 7a0f5e15db Added polarity checks in modules to allow to make it easier to get spice rise/fall. Path measures not failing now but should be changed later. 2020-11-17 15:05:07 -08:00
Hunter Nichols 35e1a523cc Changed named on delay chain sizing variable. Automatic sizing default is False. 2020-11-17 14:29:01 -08:00
Hunter Nichols df4c2bad1f Disabled debug measures that are WIP. 2020-11-17 13:30:18 -08:00
Hunter Nichols ac425643a0 Merge branch 'dev' into characterizer_bug_fixes 2020-11-17 13:22:56 -08:00
Hunter Nichols eaf285639a Added debug measurements along main delay paths in SRAM. WIP. 2020-11-17 12:43:17 -08:00