microsoft
/
archai
зеркало из https://github.com/microsoft/archai.git
1
0
Форкнуть 0
Код Задачи Пакеты Проекты Релизы Вики Активность
1 029 коммитов 9 Ветки 12 Теги 57 MiB
Граф коммитов

1029 Коммитов

Автор SHA1 Сообщение Дата
Debadeepta Dey ab0926b932 Disabled model saving and checkpointing for nasbench101 experiments to save downloads. 2022-12-16 18:21:39 -03:00
Debadeepta Dey ca64dc4156 Modified analysis scripts to deal with nb101 as well. 2022-12-16 18:21:36 -03:00
Debadeepta Dey b09c30de01 Verified that analysis script for regular natsbench also works on nb101 reglar eval. 2022-12-16 18:21:24 -03:00
Debadeepta Dey 7d09b95ac5 Changed nasbench101 loading on cluster to use pt_install machinery. 2022-12-16 18:21:24 -03:00
Debadeepta Dey cea8607763 Added main wrapper for nasbench101 2022-12-16 18:21:24 -03:00
Debadeepta Dey 5186db3e28 Created regular nasbench101 evaluation pipeline. 2022-12-16 18:21:24 -03:00
Debadeepta Dey 366e1a858d Updated imagenet16 results with more experiments. 2022-12-16 18:21:24 -03:00
Debadeepta Dey 7171aeeb7c Linear network with hog features working now. 2022-12-16 18:21:24 -03:00
Debadeepta Dey 5ba069d3c2 Tested skimage hog feature extractor. Starting code for hog + linear nn. 2022-12-16 18:21:23 -03:00
Debadeepta Dey 1091be9b11 Updated with ImageNet16-120 preliminary results. 2022-12-16 18:21:23 -03:00
Debadeepta Dey f7de1a13dc ImageNet16-120 provider tested now. 2022-12-16 18:21:23 -03:00
Debadeepta Dey b5aac7a6b8 Testing imagenet16 dataloader integration. 2022-12-16 18:21:23 -03:00
Debadeepta Dey e32a99b323 Renaming of Imagenet16-120 to be consistent with conf files. 2022-12-16 18:21:23 -03:00
Debadeepta Dey 9034f46bdd Added imagenet16 provider classes. 2022-12-16 18:21:23 -03:00
Debadeepta Dey 4c1df14922 Refactored cross experiment plots script. 2022-12-16 18:21:23 -03:00
Debadeepta Dey 4bf2e26eb4 Moved another plot over to plotly. 2022-12-16 18:21:23 -03:00
Debadeepta Dey cf4c9f91fc Started changing over various complicated plots to plotly! 2022-12-16 18:21:23 -03:00
Debadeepta Dey 9d9c612f45 cifar100 results look good! 2022-12-16 18:21:23 -03:00
Debadeepta Dey e56cce2613 Phased freeze training code is tested now. 2022-12-16 18:21:20 -03:00
Debadeepta Dey 6e47ce94c9 cifar100 now works! 2022-12-16 18:21:10 -03:00
Debadeepta Dey 7603941b16 Getting error with running cifar100. 2022-12-16 18:21:07 -03:00
Debadeepta Dey 4bab19610b Updated plots to include common coverage at top percent plots of various ranking methods. 2022-12-16 18:20:56 -03:00
Debadeepta Dey c6396d3ec6 Added ratio of common architectures for ranking. 2022-12-16 18:20:53 -03:00
Debadeepta Dey 8511d25699 Improved plotting of aggregate plots. 2022-12-16 18:20:42 -03:00
Debadeepta Dey 6a53ce5b67 Got aggregate plots to be decent. 2022-12-16 18:20:42 -03:00
Debadeepta Dey cef6b78175 Creating aggregate experimental plots! 2022-12-16 18:20:42 -03:00
Debadeepta Dey 5835e0d608 Creating scripts for aggregate analysis of experiments. 2022-12-16 18:20:42 -03:00
Debadeepta Dey ddfbfc2a08 Added dumping timing information to regular natsbench evaluation analysis scripts. 2022-12-16 18:20:42 -03:00
Debadeepta Dey 1a67c72ff0 Made proxynas natsbench space yaml freeze trainer have the same params as conditional training for 256 batch size. 2022-12-16 18:20:39 -03:00
Debadeepta Dey ee3343b5aa Added script for making cross experiment plots for proxynas. 2022-12-16 18:20:25 -03:00
Debadeepta Dey 15d0df16f8 Trying to get main proxynas wrapper to run on cluster. 2022-12-16 18:20:08 -03:00
Debadeepta Dey 0a64c62925 Added wrapper for main to clobber more arch ids together. 2022-12-16 18:20:08 -03:00
Debadeepta Dey ca98fe94a8 Implemented phased freeze training method from SVCCA paper. 2022-12-16 18:20:05 -03:00
Debadeepta Dey 251eef76cd After bug fix and refactoring. Getting ready to rerun experiments. 2022-12-16 18:19:44 -03:00
Shital Shah 4941e51829 changes for DataLoaders instead of separate train, val, test 2022-12-16 18:19:44 -03:00
Debadeepta Dey cd93c0e436 Made proxynas analysis script more robust. 2022-12-16 18:19:44 -03:00
Debadeepta Dey 61bd3222da Investigating best_val_top1() bug. 2022-12-16 18:19:44 -03:00
Debadeepta Dey ef0d9e1e03 Getting ready to run large batch cell13 natsbench without augmentation. 2022-12-16 18:19:42 -03:00
Debadeepta Dey 247a2764b9 Added logging of flops used. 2022-12-16 18:19:27 -03:00
Debadeepta Dey 7ccd4a3833 Added code to trainer to log flops per epoch at the start of training. 2022-12-16 18:19:09 -03:00
Debadeepta Dey 5ef9b5dfa6 Nasbench101 is integrated but more testing needs to be done. 2022-12-16 18:19:04 -03:00
Debadeepta Dey dd7ed42c8a Nasbench101 experiments with various ranking mechanisms are now ready. 2022-12-16 18:19:04 -03:00
Debadeepta Dey 901b5397fd Started integrating nasbench101 with proxynas and naswotrain algorithms. 2022-12-16 18:19:04 -03:00
Debadeepta Dey b8f80e06c9 Updated freezetrain natsbench space training to have same hyperparams as that for fast natsbench regular training. 2022-12-16 16:53:47 -03:00
Debadeepta Dey 378f0bb1a2 Natsbench regular training parameters with batch size 2048 do almost as well as batch size 256! 2022-12-16 16:53:47 -03:00
Debadeepta Dey fec29c5ec3 Minor. 2022-12-16 16:53:47 -03:00
Debadeepta Dey 8fbdf48438 Added natsbench regular training with hyperparams closely matching as in the paper. 2022-12-16 16:53:47 -03:00
Debadeepta Dey 2316aad04e Added natsbench regular evaluator functionality. 2022-12-16 16:53:47 -03:00
Debadeepta Dey 7a5bc123f8 Prepared analysis script for conditional naswot training. 2022-12-16 16:53:47 -03:00
Debadeepta Dey 30fb3632c9 Naswotrain conditional training nominally working. 2022-12-16 16:53:47 -03:00