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Release Note (v1.2.25)

Release time: 2020-11-12 15:31:54

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [f722a1c8] - scheduler: update step by gradient_accumulation_steps (wangfeng)

🍹 Other Improvements

  • [ba0dfd71] - changelog: update change log to v1.2.24 (wangfeng)

Release Note (v1.2.24)

Release time: 2020-11-12 15:02:11

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [5440697a] - dataio: enable shuffle in distributed data parall training (wangfeng)

🍹 Other Improvements

  • [09b42ea1] - logging: minor revision logging info (wangfeng)
  • [d6544319] - changelog: update change log to v1.2.23 (wangfeng)

Release Note (v1.2.23)

Release time: 2020-11-12 12:48:46

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [d2b84c15] - trainer: move data to cuda with no_blocking (wangfeng)

🐞 Bug fixes

  • [fc09ad8f] - api: fix lr_decay update error (wangfeng)

🍹 Other Improvements

  • [7f971696] - changelog: update change log to v1.2.22 (wangfeng)

Release Note (v1.2.22)

Release time: 2020-11-12 11:59:50

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [68d71be8] - api: output the updated lr_delay related params (wangfeng)
  • [e732bbb0] - dataio: enable drop_last in distributed training (wangfeng)

🐞 Bug fixes

  • [2ec884a4] - scheduler: update scheduler each step without considering graident accumulate (wangfeng)

🍹 Other Improvements

  • [112ab798] - unable publish to pypi (wangfeng)
  • [1d478300] - changelog: update change log to v1.2.21 (wangfeng)

Release Note (v1.2.21)

Release time: 2020-11-05 18:51:08

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [ccc7c058] - fix rumal.yaml (wangfeng)
  • [cde13f13] - changelog: update change log to v1.2.20 (wangfeng)

Release Note (v1.2.20)

Release time: 2020-10-22 11:20:32

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [aad96f91] - fix model and dataio import (wangfeng)
  • [b7e869f0] - changelog: update change log to v1.2.19 (wangfeng)

Release Note (v1.2.19)

Release time: 2020-10-12 14:10:40

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [6d5ad1e4] - fix setup for py3.5 (wangfeng)
  • [963d067a] - changelog: update change log to v1.2.18 (wangfeng)

Release Note (v1.2.18)

Release time: 2020-09-30 19:46:28

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [bba1b44b] - dataio: try to support streaming dataset with ease use of multi-worker (wangfeng)

🍹 Other Improvements

  • [7c6247a8] - revert ... (wangfeng)
  • [a2d1bab3] - changelog: update change log to v1.2.17 (wangfeng)

Release Note (v1.2.17)

Release time: 2020-09-30 11:33:27

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🚧 Code Refactoring

  • [8e5c3693] - trainier: optimize training loop (wangfeng)

🍹 Other Improvements

  • [4b3ef36b] - ... (wangfeng)
  • [4a8a5e6b] - changelog: update change log to v1.2.16 (wangfeng)

Release Note (v1.2.16)

Release time: 2020-09-29 15:43:48

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [83943bf2] - visualizer: check gradient flow in tensorboard (wangfeng)

🍹 Other Improvements

  • [c7458628] - changelog: update change log to v1.2.15 (wangfeng)

Release Note (v1.2.15)

Release time: 2020-09-28 13:19:47

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [f66fa420] - minor update (wangfeng)
  • [ae66b9a0] - changelog: update change log to v1.2.14 (wangfeng)

Release Note (v1.2.14)

Release time: 2020-09-28 12:11:53

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [dee66e36] - trainer: make gradient_accumulation work correctly (wangfeng)
  • [fcb34067] - changelog: update change log to v1.2.13 (wangfeng)

Release Note (v1.2.13)

Release time: 2020-09-11 14:23:24

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [17f31c6c] - optimizer: correct steps num per epoch (wangfeng)

🍹 Other Improvements

  • [0fd328ac] - changelog: update change log to v1.2.12 (wangfeng)

Release Note (v1.2.12)

Release time: 2020-09-10 16:13:24

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [793933e4] - optimizer: add LAMB optimizer (wangfeng)

🍹 Other Improvements

  • [b95eb9e3] - changelog: update change log to v1.2.11 (wangfeng)

Release Note (v1.2.11)

Release time: 2020-09-07 17:22:19

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [04f3d7b7] - trainer: revert commit (wangfeng)

🍹 Other Improvements

  • [960c0757] - changelog: update change log to v1.2.10 (wangfeng)

Release Note (v1.2.10)

Release time: 2020-09-07 17:12:41

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [d0451480] - add pacakge to manage utilization scripts (wangfeng)
  • [05e78989] - optimizer: add adadelta and adafactor optimizer (wangfeng)

🐞 Bug fixes

  • [6ecec44c] - trainer: minor improvement code (wangfeng)
  • [7ab30c5f] - scheduler: warmup lr from zero instead of min_lr (wangfeng)

🍹 Other Improvements

  • [13693a6c] - ... (wangfeng)
  • [550c25fa] - changelog: update change log to v1.2.9 (wangfeng)

Release Note (v1.2.9)

Release time: 2020-08-28 20:03:04

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [70a7263d] - scheduler: fix bugs to enable minimal_lr (wangfeng)

🍹 Other Improvements

  • [1abe15af] - changelog: update change log to v1.2.8 (wangfeng)

Release Note (v1.2.8)

Release time: 2020-08-28 18:23:22

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [8624d471] - scheduler: support min_lr param for only (wangfeng)

🍹 Other Improvements

  • [52cad880] - changelog: update change log to v1.2.7 (wangfeng)

Release Note (v1.2.7)

Release time: 2020-08-28 13:13:18

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [8f126c1a] - checkpoint: enable resume model params from checkpoint only (wangfeng)

🐞 Bug fixes

  • [455a608e] - evaluator: fix eval mode works (wangfeng)

🍹 Other Improvements

  • [bf3128d6] - changelog: update change log to v1.2.6 (wangfeng)

Release Note (v1.2.6)

Release time: 2020-08-27 18:02:50

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [48855041] - optimizer: add make_parameter_groups implement from allennlp (wangfeng)

📗 Documentation

  • [5d7ab4e7] - readme: add more refers (wangfeng)

🍹 Other Improvements

  • [be288ebe] - optimizer: fix missing import (wangfeng)
  • [9bce131e] - trainer: fix prefetcher to make it work with DDP (wangfeng)
  • [b275f08b] - changelog: update change log to v1.2.5 (wangfeng)

Release Note (v1.2.5)

Release time: 2020-08-25 15:45:22

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [255f4c54] - prefetcher: minor fixing prefetcher (wangfeng)
  • [bdec4125] - readme: fix readme yaml code (wangfeng)
  • [6e318647] - prefetcher: use asyn dataloader in standalone and prefetcher in DDP (wangfeng)
  • [85ae85f7] - changelog: update change log to v1.2.4 (wangfeng)

Release Note (v1.2.4)

Release time: 2020-08-25 14:17:13

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [efccbf8a] - dataloader: use asyn dataloader as prefetcher (wangfeng)

🍹 Other Improvements

  • [5137d156] - changelog: update change log to v1.2.3 (wangfeng)

Release Note (v1.2.3)

Release time: 2020-08-25 13:35:39

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [9d73fe07] - enable find_unused_parameters in DDP (wangfeng)
  • [e7018ee3] - changelog: update change log to v1.2.2 (wangfeng)

Release Note (v1.2.2)

Release time: 2020-08-25 12:42:01

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [64f0dfc9] - trainer: enable gradient_clip (wangfeng)

🍹 Other Improvements

  • [c109a734] - changelog: update change log to v1.2.1 (wangfeng)

Release Note (v1.2.1)

Release time: 2020-08-25 12:31:50

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

Release Note (v1.1.18)

Release time: 2020-08-25 12:28:36

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [9c78afc6] - add sync_batch_norm (wangfeng)
  • [ca6c92aa] - releas v1.2.0 (wangfeng)
  • [93115913] - changelog: update change log to v1.1.17 (wangfeng)

Release Note (v1.1.18)

Release time: 2020-08-25 12:28:17

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [9c78afc6] - add sync_batch_norm (wangfeng)
  • [ca6c92aa] - releas v1.2.0 (wangfeng)
  • [93115913] - changelog: update change log to v1.1.17 (wangfeng)

Release Note (v1.1.17)

Release time: 2020-08-25 11:39:06

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [959af865] - enable use_prefetcher (wangfeng)
  • [6f714656] - changelog: update change log to v1.1.16 (wangfeng)

Release Note (v1.1.16)

Release time: 2020-08-20 12:47:14

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [aa0fef0f] - lr decay strategy in distributed mode (wangfeng)

🍹 Other Improvements

  • [3c92b149] - fix amp under distributed env (wangfeng)
  • [cded3538] - changelog: update change log to v1.1.15 (wangfeng)

Release Note (v1.1.15)

Release time: 2020-08-06 11:12:24

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [1d6f1f79] - load model's hparams from yaml (wangfeng)

🐞 Bug fixes

  • [8e875692] - trainer: scale the learning rate by the number of workers (half of workers) (wangfeng)

🍹 Other Improvements

  • [0ff7f1ae] - add isort.cfg (wangfeng)
  • [b1816616] - changelog: update change log to v1.1.14 (wangfeng)

Release Note (v1.1.14)

Release time: 2020-07-16 14:49:06

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [b7b426cb] - trainer: fix #issue 22049 Cannot update part of the parameters in DistributedDataParallel (wangfeng)

🍹 Other Improvements

  • [a552c464] - format codes to pass pre-commit (wangfeng)
  • [146dc6f5] - changelog: update change log to v1.1.13 (wangfeng)

Release Note (v1.1.13)

Release time: 2020-07-16 11:39:10

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🍹 Other Improvements

  • [8a259140] - remove unused requirement (wangfeng)
  • [2b3df569] - changelog: update change log to v1.1.12 (wangfeng)

Release Note (v1.1.12)

Release time: 2020-07-16 11:29:58

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [f19551d7] - lr_decay: enable decay learning rate by epoch (wangfeng)

🐞 Bug fixes

  • [294b02ca] - trainer: remove mistake logging (wangfeng)

📗 Documentation

🍹 Other Improvements

  • [88a75de5] - format codes (wangfeng)
  • [240a15cc] - changelog: update change log to v1.1.11 (wangfeng)

Release Note (v1.1.11)

Release time: 2020-07-14 18:23:52

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [f268af6a] - docker: fix docker dev container (wangfeng)
  • [cd4c8a1b] - add missing release template (wangfeng)

🚧 Code Refactoring

  • [98794850] - model_api: enable resume from pretrained model in func of create_model (wangfeng)

📗 Documentation

🍹 Other Improvements

  • [e2ac2f85] - changelog: update change log to v1.1.10 (wangfeng)

Release Note (v1.1.10)

Release time: 2020-07-13 17:42:17

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🆕 New Features

  • [1f76af9c] - evaluator: add evaluate command, support standalone model only by now (wangfeng)

🐞 Bug fixes

  • [c9ca9514] - avg_meter: overides keys() func (wangfeng)
  • [ea7e1c37] - trainer: revise logx printing (wangfeng)

📗 Documentation

  • [144625b7] - minor revision (wangfeng)
  • [6dd28ca3] - update usage instruction (wangfeng)

🍹 Other Improvements

  • [92704b7e] - changelog: update change log to v1.1.9 (wangfeng)

Release Note (v1.1.9)

Release time: 2020-07-12 21:23:35

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [0a63e115] - core: fix reporting error (wangfeng)

🍹 Other Improvements

  • [bd3fccef] - changelog: update change log to v1.1.8 (wangfeng)

Release Note (v1.1.8)

Release time: 2020-07-12 20:59:22

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [82407570] - setup: add missing package pytest (wangfeng)

🚧 Code Refactoring

  • [a9c3bf22] - report all valid metrics after each epoch (wangfeng)

🍹 Other Improvements

  • [5a8cb688] - changelog: update change log to v1.1.7 (wangfeng)

Release Note (v1.1.7)

Release time: 2020-07-12 18:00:43

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [334999a3] - replace forked runx package instead to fix log_dir issue (wangfeng)
  • [d322052d] - merge chore-bumping locally (temporary option) (wangfeng)

🍹 Other Improvements

  • [af315d1d] - ... (wangfeng)
  • [4090317b] - fix release.sh (wangfeng)
  • [2d0ac832] - changelog: update change log to v1.1.6 (wangfeng)

Release Note (v1.1.6)

Release time: 2020-07-11 16:54:18

🙇 We'd like to thank all contributors for this new release! In particular, wangfeng, 🙇

🐞 Bug fixes

  • [ace08ea1] - enable release note (wangfeng)

🚧 Code Refactoring

  • [32b7113c] - load_checkpoint returns state_dict and metas (wangfeng)
  • [1ca73b8b] - change AverageMeter's average func (wangfeng)

📗 Documentation