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archai
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1132 Коммитов

Автор SHA1 Сообщение Дата
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
Debadeepta Dey 97511a0c51 Further documenting reproduction of ranking experiments. 2022-12-16 18:25:21 -03:00
Debadeepta Dey 5c5d6a3094 Started writing instructions for reproducing results in FEAR. 2022-12-16 18:25:07 -03:00
Debadeepta Dey 57cc6014af Refactored analysis scripts. 2022-12-16 18:25:02 -03:00
Debadeepta Dey 4c79ba0c78 Last commit before starting to cleanup. 2022-12-16 18:24:52 -03:00
Debadeepta Dey ff1faa3045 Tested local search with FastArchRank on natsbench. 2022-12-16 18:24:46 -03:00
Debadeepta Dey bfd3e9be33 Progress on local search on natsbench tss space with FastArchRank. 2022-12-16 18:24:46 -03:00
Debadeepta Dey 1b840bc467 Started local search implementation on natsbench tss. 2022-12-16 18:24:46 -03:00
Debadeepta Dey 622b5970ff Fixed the dataloader caching issue which causes OOM error on long discrete searcher jobs. 2022-12-16 18:24:43 -03:00
Debadeepta Dey 4fbde670b0 Fixed bugs in far post searcher. 2022-12-16 18:24:33 -03:00
Debadeepta Dey 8f5199d9c3 Added code for random search with post training of the top ones. 2022-12-16 18:24:33 -03:00
Debadeepta Dey a4e9573bee Added script to analyze zero-cost performance as a function of number of epochs. 2022-12-16 18:24:33 -03:00
Debadeepta Dey e0bf51b45e Generated time to threshold vs. test accuracy plots for paper. 2022-12-16 18:24:29 -03:00
Debadeepta Dey 5ddf9127e5 Generated (hopefully) final versions of pareto curves for FastArchRank. 2022-12-16 18:24:18 -03:00
Debadeepta Dey 3476247efd Processed more random search experiments. 2022-12-16 18:24:18 -03:00
Debadeepta Dey 3d9b54fd7e Various updates related to random search on natsbench. 2022-12-16 18:24:18 -03:00
Debadeepta Dey 99c7c0941f Launched a bunch of new random search experiments. 2022-12-16 18:24:14 -03:00
Debadeepta Dey 41cc82cf07 Added functionality to take run zero-cost measures after every epoch of regular training. 2022-12-16 18:24:03 -03:00
Debadeepta Dey 5b7c3cad48 Updated imagenet16-120 results with fastarchrank! 2022-12-16 18:24:03 -03:00
Debadeepta Dey 238c218c9a Analyzed more imagenet16 experiments. 2022-12-16 18:24:03 -03:00