microsoft
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archai
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1 151 коммит 9 Ветки 12 Теги 57 MiB
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1151 Коммитов

Автор SHA1 Сообщение Дата
Debadeepta Dey 603910bd07 Refactored local search results are in line with previous experiments. 2022-12-16 18:28:42 -03:00
Debadeepta Dey d6bb9e195b Cleaned up local search config files. 2022-12-16 18:28:42 -03:00
Debadeepta Dey 74d138ecd8 Tested refactored local search. 2022-12-16 18:28:42 -03:00
Debadeepta Dey 12c1902351 Added dedicated experiment runners for local search. 2022-12-16 18:28:41 -03:00
Debadeepta Dey 1505de5b14 Local search refactor works nominally on local box. Needs to be tested that it reproduces results. 2022-12-16 18:28:41 -03:00
Debadeepta Dey a5c8e495e6 Made local search a subclass of Searcher for cleaner interface. 2022-12-16 18:28:41 -03:00
Debadeepta Dey 40897e6b75 Added local search with natsbench searcher concrete class. 2022-12-16 18:28:41 -03:00
Debadeepta Dey 7cf5a68fe8 Added discrete search space natsbench concrete class. 2022-12-16 18:28:38 -03:00
Debadeepta Dey 8aeee196fb Added abstract base classes for local search and for meta data to be shuttled with nn.Modules for DiscreteSearchSpaces. 2022-12-16 18:28:19 -03:00
Debadeepta Dey 3df65434fd Added DARTS random search results with FEAR. 2022-12-16 18:28:07 -03:00
Debadeepta Dey bcfec6c4ac More progress on fear simulation on nb301. 2022-12-16 18:27:55 -03:00
Debadeepta Dey 41c2fe018f Simulation code on DARTS logs nominally working. 2022-12-16 18:27:52 -03:00
Debadeepta Dey 7ebad4ff40 Getting ready to run FEAR on DARTS space without any freeze. 2022-12-16 18:27:38 -03:00
Debadeepta Dey 66d56ce796 Started FEAR simulation on nb301 logs. 2022-12-16 18:27:26 -03:00
Debadeepta Dey d63d6f178f Added analysis script for ranking in nb301. 2022-12-16 18:27:22 -03:00
Debadeepta Dey 524d174c21 Plotted DARTS ranking via FEAR vs. regular eval. 2022-12-16 18:27:06 -03:00
Debadeepta Dey 1affe0cdc8 Added script to analyse DARTS space regular evaluation. 2022-12-16 18:27:06 -03:00
Debadeepta Dey cc1f417171 Added jobs for DARTS FEAR experiments. 2022-12-16 18:27:06 -03:00
Debadeepta Dey 563d0a744f Updated experimental results. 2022-12-16 18:27:03 -03:00
Debadeepta Dey a39fac9b8e Updated various experiment plots. 2022-12-16 18:26:41 -03:00
Debadeepta Dey 75a0aec42f Added no freezing in stage 2 experiments. 2022-12-16 18:26:40 -03:00
Debadeepta Dey c3bdb2125a Added functionality to bypass freezing completely for stage 2 of natsbench tss training. 2022-12-16 18:26:37 -03:00
Debadeepta Dey fb1bef8af6 Tested natsbench sss ratio freezer functionality. 2022-12-16 18:26:04 -03:00
Debadeepta Dey 27a8f55eb3 Added freeze trainer which can take in a desired freeze ratio as argument. 2022-12-16 18:26:04 -03:00
Debadeepta Dey eb0abc880c Natsbench SSS regular evaluation code added. 2022-12-16 18:26:04 -03:00
Debadeepta Dey 9be602cc5d Added proxynas natsbench sss main wrapper. 2022-12-16 18:26:04 -03:00
Debadeepta Dey c75543c02b Made DynamicShapeTinyNet compatible with archai trainer. 2022-12-16 18:26:04 -03:00
Debadeepta Dey adc37f14b7 Implemented FEAR with Natsbench SSS space. To be debugged and tested. 2022-12-16 18:26:03 -03:00
Debadeepta Dey 38ce2b23f9 Updated DARTS random search plots. 2022-12-16 18:26:03 -03:00
Debadeepta Dey fe26ec2117 Added analysis scripts for random search with FEAR on DARTS search space. 2022-12-16 18:26:00 -03:00
Debadeepta Dey 3802e31f90 Added darts search space far searcher. 2022-12-16 18:25:53 -03:00
Debadeepta Dey 1cf6843f5d Started testing random search on Darts search space. 2022-12-16 18:25:52 -03:00
Debadeepta Dey e16d7b1458 Started implementation of random search on darts search space. 2022-12-16 18:25:52 -03:00
Debadeepta Dey 284d12e6a2 Matched parameters in proxynas darts space with Nasbench301. 2022-12-16 18:25:52 -03:00
Debadeepta Dey d5dfb60b06 Added an utility function to convert ModelDesc to Nasbench301 genotype! 2022-12-16 18:25:52 -03:00
Debadeepta Dey 74a36571df Started script to analyse freeze darts space experiments. 2022-12-16 18:25:52 -03:00
Debadeepta Dey 419e4e7b3e Started analysis scripts for darts space + FEAR experiments. 2022-12-16 18:25:52 -03:00
Debadeepta Dey a9b31e86ed Darts space evaluater needed its own evaluater. 2022-12-16 18:25:52 -03:00
Debadeepta Dey d3878bc8f9 Added proxynas darts main wrapper. 2022-12-16 18:25:52 -03:00
Debadeepta Dey a058581b52 Darts space regular and freeze training tested locally. 2022-12-16 18:25:52 -03:00
Debadeepta Dey 0911faabb3 Initial implementation of creating a darts search space architecture benchmark for fear. 2022-12-16 18:25:52 -03:00
Debadeepta Dey f8a17d3af7 Nb301 analysis script added. 2022-12-16 18:25:51 -03:00
Debadeepta Dey 0839973e8e Nasbench301 analysis script added. 2022-12-16 18:25:51 -03:00
Debadeepta Dey bbb9fdf009 Further analysis of local search on natsbench tss. 2022-12-16 18:25:48 -03:00
Debadeepta Dey d06f4ec922 Finished processing local search results on natsbench tss. 2022-12-16 18:25:36 -03:00
Debadeepta Dey 71b96dadd2 Added analysis scripts for local search experiments on Natsbench TSS search space. 2022-12-16 18:25:25 -03:00
Debadeepta Dey a42b3616a4 Modified local search to also have regular search option for evaluating architectures. 2022-12-16 18:25:25 -03:00
Debadeepta Dey f8973b3d8d Updated local search with fear to print out best local minimum. 2022-12-16 18:25:25 -03:00
Debadeepta Dey 7aec551b80 Fixed a but in local search. 2022-12-16 18:25:25 -03:00
Debadeepta Dey 6a2a1ea475 Updated fear docs. 2022-12-16 18:25:25 -03:00