Commit Graph
246 Commits
Author SHA1 Message Date
Glenn Jocherandpre-commit-ci[bot] e0700cce77 Daemon plot_labels() for faster start (#9057)
* Daemon `plot_labels()` for faster start

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* Update train.py

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2022-08-21 03:47:37 +02:00
Glenn Jocherandpre-commit-ci[bot] c725511bfc Refactor for simplification (#9054)
* Refactor for simplification

* cleanup

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2022-08-21 01:34:03 +02:00
Glenn Jocherandpre-commit-ci[bot] d40cd0d454 Improved Profile() inference timing (#9024)
* Improved `Profile()` class

* Update predict.py

* Update val.py

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* Update val.py

* Update AutoShape

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2022-08-18 19:55:38 +02:00
Glenn Jocher e83b422a69 Update dataset names from array to dictionary (#9000)
* Migrate dataset names to dictionary

* fix check

* backwards compat

* predict fix

* val fix

* Keep dataset stats behavior identical

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-08-17 17:52:53 +02:00
d3ea0df8b9 New YOLOv5 Classification Models (#8956)
* Update

* Logger step fix: Increment step with epochs (#8654)

* enhance

* revert

* allow training from scratch

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* Update --img argument from train.py 

single line

* fix image size from 640 to 128

* suport custom dataloader and augmentation

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* format

* Update dataloaders.py

* Single line return, single line comment, remove unused argument

* address PR comments

* fix spelling

* don't augment eval set

* use fstring

* update augmentations.py

* new maning convention for transforms

* reverse if statement, inline ops

* reverse if statement, inline ops

* updates

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* update dataloaders

* Remove additional if statement

* Remove is_train as redundant

* Cleanup

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* Cleanup2

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* Update classifier.py

* Update augmentations.py

* fix: imshow clip warning

* update

* Revert ToTensorV2 removal

* Update classifier.py

* Update normalize values, revert uint8

* normalize image using cv2

* remove dedundant comment

* Update classifier.py

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* replace print with logger

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* Update

* Update

* Update

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* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Allow logging models from GenericLogger (#8676)

* enhance

* revert

* allow training from scratch

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* Update --img argument from train.py 

single line

* fix image size from 640 to 128

* suport custom dataloader and augmentation

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* format

* Update dataloaders.py

* Single line return, single line comment, remove unused argument

* address PR comments

* fix spelling

* don't augment eval set

* use fstring

* update augmentations.py

* new maning convention for transforms

* reverse if statement, inline ops

* reverse if statement, inline ops

* updates

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* update dataloaders

* Remove additional if statement

* Remove is_train as redundant

* Cleanup

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Cleanup2

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Update classifier.py

* Update augmentations.py

* fix: imshow clip warning

* update

* Revert ToTensorV2 removal

* Update classifier.py

* Update normalize values, revert uint8

* normalize image using cv2

* remove dedundant comment

* Update classifier.py

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* replace print with logger

* commit steps

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* support final model logging

* update

* update

* update

* update

* remove curses

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* Update classifier.py

* Update __init__.py

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* Update

* Update

* Update

* Update

* Update dataset download

* Update dataset download

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Pass imgsz to classify_transforms()

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Cos scheduler

* Cos scheduler

* Remove unused args

* Update

* Add seed

* Add seed

* Update

* Update

* Add run(), main()

* Merge master

* Merge master

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Create YOLOv5 BaseModel class (#8829)

* Create BaseModel

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* fix

* Hub load device fix

* Update

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* Add experiment

* Merge master

* Attach names

* weight decay = 1e-4

* weight decay = 5e-5

* update smart_optimizer console printout

* fashion-mnist fix

* Merge master

* Update Table

* Update Table

* Remove destroy process group

* add kwargs to forward()

* fuse fix for resnet50

* nc, names fix for resnet50

* nc, names fix for resnet50

* ONNX CPU inference fix

* revert

* cuda

* if augment or visualize

* if augment or visualize

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* New smart_inference_mode()

* Update README

* Refactor into /classify dir

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* reset defaults

* reset defaults

* fix gpu predict

* warmup

* ema half fix

* spacing

* remove data

* remove cache

* remove denormalize

* save run settings

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* verbose false on initial plots

* new save_yaml() function

* Update ci-testing.yml

* Path(data) CI fix

* Separate classification CI

* fix val

* fix val

* fix val

* smartCrossEntropyLoss

* skip validation on hub load

* autodownload with working dir root

* str(data)

* Dataset usage example

* im_show normalize

* im_show normalize

* add imagenet simple names to multibackend

* Add validation speeds

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* 24-space names

* Update bash scripts

* Update permissions

* Add bash script arguments

* remove verbose

* TRT data fix

* names generator fix

* optimize if names

* update usage

* Add local loading

* Verbose=False

* update names printing

* Add Usage examples

* Add Usage examples

* Add Usage examples

* Add Usage examples

* named_children

* reshape_classifier_outputs

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* update

* update

* fix CI

* fix incorrect class substitution

* fix incorrect class substitution

* remove denormalize

* ravel fix

* cleanup

* update opt file printing

* update opt file printing

* update defaults

* add opt to checkpoint

* Add warning

* Add comment

* plot half bug fix

* Use NotImplementedError

* fix export shape report

* Fix TRT load

* cleanup CI

* profile comment

* CI fix

* Add cls models

* avoid inplace error

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* Fix usage examples

* Update README

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* Update README

* Update README

* Update README

* Update README

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* Update README

* Update README

* Update README

* Update README

* Update README

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* Update README

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* Update README

* Update README

* Update README

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2022-08-17 11:59:01 +02:00
Glenn Jocher 464c2c6713 Colab and Kaggle loggers removeHandler (#8985)
Resolve duplicate outputs in colab. Also optimizes Colab and Kaggle environment checks.

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-08-16 16:49:32 +02:00
Glenn Jocher d7bc5d7773 Add .tar support for datasets (#8963) 2022-08-14 23:06:42 +02:00
Glenn Jocher 7639e4c7ef Fix windows LOGGER with emojis output (#8958)
* Fix duplicate LOGGER output

* Update general.py
2022-08-14 00:12:09 +02:00
Kalen Michael 11a76bb4f5 Allow train to use zipped content (#8940)
* fix: added transparent image and empty alt to social bar

* fix: remove underlines

* fix: hide underlines for all social links

* fix: always unzip into folder
2022-08-13 03:39:09 +02:00
Code-Bat b551098d59 About "os.R_OK" in general.py (#8909)
The notes says "Return True if directory has write permissions", however, the code below is "os.R_OK", I think "os.W_OK" is preferred.
2022-08-09 16:59:36 +02:00
Glenn Jocher 8f28ea4945 emoji-safe default logging (#8888)
* emoji-safe default logging

* implement everywhere
2022-08-06 12:30:08 +02:00
378bde4bba ClearML experiment tracking integration (#8620)
* Add titles to matplotlib plots

* Add ClearML Experiment Tracking integration.

* Add ClearML Data Version Management automatic download when requested

* Add ClearML Hyperparameter Optimization

* ClearML save period integration

* Fix wandb breaking when used with ClearML dataset

* Fix wandb breaking when used with ClearML resume and dataset

* Add ClearML documentation

* fixed small bug in clearml integration that misreports epoch number

* Final ClearMl additions before refactor

* Add correct epoch reporting

* Add remote execution and autoscaling docs for ClearML integration

* Added images to clearml integration docs

* fixed logo alignment bug and added hpo screenshot clearml

* Fixed small epoch number bug in clearml integration

* Remove saved model flush clearml

* Cleanup clearml readme section

* Cleaned up clearml logger docstring

* Remove resume readme section clearml

* Clearml integration cleanup

* Updated ClearML documentation

* Added dark vs light icons ClearML Readme

* Clearml Readme styling

* Add better gifs

* Fixed gif file size

* Add better images in tutorial notebook

* [pre-commit.ci] auto fixes from pre-commit.com hooks

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* Addressed comments in PR #8620

* Fixed circular import

* Fixed circular import

* Update tutorial.ipynb

* Update tutorial.ipynb

* Inline comment

* Restructured tutorial notebook

* Add correct ClearML link to README

* Update tutorial.ipynb

* Update general.py

* Update __init__.py

* Update __init__.py

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* Update __init__.py

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* Update __init__.py

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* spelling

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* Removed labels as they show up on last subplot only

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2022-08-05 20:50:49 +02:00
Glenn Jocher 39ce8ca19a Remove assert not is_docker() from GitHub checks (#8813)
* Update

* Update
2022-08-01 03:01:44 +02:00
Amir PourmandandGlenn Jocher afa403a809 Check git status on upstream ultralytics or origin dynamically (#8694)
* Add remote ultralytics and check git status with that

* Simplify

* Update general.py

* Update general.py

* s fix

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-07-31 18:17:38 +02:00
0b5ac224ae fix: broken `is_docker` check (#8711)
Checking if ``/workspace`` exists is not a reliable method to check if
the process runs in a docker container.

Reusing the logic from the npm "is-docker" package to check if the
process runs in a container.
References: https://github.com/sindresorhus/is-docker/blob/main/index.js

Fixes #8710.

Co-authored-by: Maximilian Strobel <Maximilian.Strobel@infineon.com>
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2022-07-26 19:02:44 +02:00
Glenn Jocher 7f7bd6fbcd Set torch.cuda.manual_seed_all() for DDP (#8688)
* Set `torch.cuda.manual_seed_all()` for DDP

* Update general.py

* Update general.py
2022-07-23 18:24:14 +02:00
Glenn Jocher b17629e54f Update warning emojis (#8678) 2022-07-22 15:23:22 +02:00
Glenn Jocher fbe67e4653 Fix OMP_NUM_THREADS=1 for macOS (#8624)
Resolves https://github.com/ultralytics/yolov5/issues/8623
2022-07-18 17:53:30 +02:00
Glenn Jocher dd28df98c2 Avoid FP64 ops for MPS support in train.py (#8511)
Avoid FP64 ops for MPS support

Resolves https://github.com/ultralytics/yolov5/pull/7878#issuecomment-1177952614
2022-07-07 20:36:23 +02:00
27d831b6e4 Training reproducibility improvements (#8213)
* attempt at reproducibility

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* use deterministic algs

* fix everything :)

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* revert dataloader changes

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* process_batch as np

* remove newline

* Remove dataloader init fcn

* Update val.py

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* revert additional changes

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* Update train.py

* Add --seed arg

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* Update train.py

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* Add deterministic argument to init_seeds()

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2022-07-07 14:39:29 +02:00
Glenn Jocher a2a1ed201d logging.ERROR on RANK not in (0, 1) (#8284)
Improve DDP console response in https://github.com/ultralytics/yolov5/issues/8283
2022-06-21 17:41:14 +02:00
HRan2004andGlenn Jocher cf298fb72f fix(utils): missing edge when resample segments (#8092)
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
2022-06-09 10:52:05 +02:00
Glenn Jocher 47233e1698 Improved dataset error introspection (#8091)
* Improved dataset error introspection

Intended to help https://github.com/ultralytics/yolov5/issues/8090

* Update general.py
2022-06-03 12:45:51 +02:00
Glenn Jocher 5580b27daf check_requirements() "" Windows double quote (#8016) 2022-05-28 11:13:44 +02:00
Glenn Jocher a6e99e4d66 cURL download double quotes (#7999)
Attempt to resolve Windows issues
2022-05-26 20:37:48 +02:00
Glenn Jocher cd71aa3515 check_requirements() Windows fix (#7997) 2022-05-26 19:01:46 +02:00
Glenn Jocher d07f9ce0ea AMP check improvements backup YOLOv5n pretrained (#7959)
* Reduce AMP check to detections verification

More robust and faster

* Update general.py

* Update general.py
2022-05-24 15:33:35 +02:00
Glenn Jocher 68ff6c9c08 Increase NMS fixed time limit 300ms + 30ms/img (#7957)
* Increase NMS fixed time limit to 200ms

* Update general.py
2022-05-24 14:11:03 +02:00
Glenn Jocher b5ebd47d64 Increase NMS time limit to 50 ms/img (#7956) 2022-05-24 13:58:10 +02:00
Glenn Jocher 541a5b72bb Windows check_file() fix (#7938)
Resolves Ultralytics HUB CI errors.
2022-05-23 16:15:38 +02:00
Glenn Jocher 9b4e05439c Fix AMP check tolerance (#7937)
Adjust to 5%, fixes failing Colab AMP check with V100 (1.5% different) with 200% safety margin.
2022-05-23 15:57:16 +02:00
Glenn Jocher cf3fb58522 AMP check image download backup (#7936)
Resolves https://github.com/ultralytics/yolov5/discussions/7931
2022-05-23 15:31:54 +02:00
Glenn Jocherandpre-commit-ci[bot] cee5959c74 Code refactor (#7923)
* Code refactor for general.py

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* Update restapi.py

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2022-05-22 15:24:08 +02:00
Glenn Jocherandpre-commit-ci[bot] eb1217f3ac Add PyTorch AMP check (#7917)
* Add PyTorch AMP check

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* Cleanup

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* Robust for DDP

* Fixes

* Add amp enabled boolean to check_train_batch_size

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2022-05-22 13:41:18 +02:00
Glenn Jocher f00071416f Refactor collections and fstrings (#7821)
* Update torch_utils.py

* Additional code refactoring

* tuples to sets

* Cleanup
2022-05-15 16:38:26 +02:00
Glenn Jocher 3356f2609c Add Python version output (#7814) 2022-05-14 18:30:47 +02:00
Glenn Jocherandpre-commit-ci[bot] 4a295b1a89 Add @threaded decorator (#7813)
* Add `@threaded` decorator

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2022-05-14 16:12:08 +02:00
Glenn Jocher c4862fcd31 Update Dockerfile-cpu to force python3.9 (#7675)
* Update

* Update

* Do not install torch

* Pillow>9.1

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile-cpu

* Update Dockerfile

* fix emoji

* reduce scipy

* add libpython3.9

* Update Dockerfile
2022-05-02 20:53:02 -07:00
Glenn Jocher 1a3ecb8b38 increment_path() robustness improvements (#7628)
Improved robustness to filename edge cases like `data/images/zidane.23.jpg` that currently fail. May resolve https://github.com/ultralytics/yolov5/issues/7432
2022-04-28 14:00:43 -07:00
Glenn Jocherandpre-commit-ci[bot] 7043872f25 PyTorch Hub _verbose=False fix2 (#7550)
* PyTorch Hub `_verbose=False` fix2

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* Update

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* Update

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* Update

* Update

* Update

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2022-04-23 11:26:25 -07:00
Glenn Jocher f62609eb52 Update check_requirements() with cmds=() argument (#7543) 2022-04-22 14:31:05 -07:00
Joseph KocherhansandGlenn Jocher b77c8d9d72 Added YOLOv5_AUTOINSTALL environment variable (#7505)
* Added a way to skip dependency auto-installation.

Setting the environment variable `YOLOv5_AUTOINSTALL=False` will
skip installing any missing dependencies as if the user had passed
`install=False` to `check_requirements`.

* Cleanup

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2022-04-20 12:08:22 -07:00
Glenn Jocher ab5b917494 check_fonts() download to CONFIG_DIR fix (#7489)
Follows https://github.com/ultralytics/yolov5/pull/7488. Correct bug where fonts were downloading to current working directory rather than global CONFIG_DIR
2022-04-19 17:50:02 -07:00
Glenn Jocherandpre-commit-ci[bot] c9042dc2ad Improved non-latin Annotator() plotting (#7488)
* Improved non-latin labels Annotator plotting

May resolve https://github.com/ultralytics/yolov5/issues/7460

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* Update train.py

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2022-04-19 17:32:15 -07:00
Glenn Jocher 014acde79d Update git_describe() (#7402)
* Update `git_describe()`

Add .git path check to avoid `fatal: not a git repository (or any of the parent directories): .git` printout

* Update general.py
2022-04-12 17:26:53 +02:00
Glenn Jocher 32661f75ac Add retry=3 to download() (#7313)
* Add `retry=3` to `download()`

* Update general.py

* Update general.py

* Update general.py

* Update VOC.yaml

* Update VisDrone.yaml
2022-04-06 13:12:41 +02:00
741fac815e fix: disable usage of root logger (#7296)
* fix: disable usage of root logger

`logging.basicConfig` configures Python's root logger. This prohibits
fine control of logging, overwrites logging configuration done outside
the package, and is not best practice. Instead, the used logger is now
configured directly, and the root logger is untouched.

Example:
    If yolov5 is used as part of another project with some sophisticated
    logging, the internal `logging.basicConfig` call overwrites all the
    external configuration.

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Update general.py

* Update general.py

* Comment kaggle

* Uncomment kaggle

Co-authored-by: Maximilian Strobel <Maximilian.Strobel@infineon.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2022-04-05 17:38:13 +02:00
Glenn Jocher 2181ef371e Update cv2.imread() patch with flags argument (#7287) 2022-04-05 11:49:32 +02:00
Glenn Jocher ffcbd8ca97 Export with official nn.SiLU() (#7256)
* Update

* Update time_limit
2022-04-03 18:45:05 +02:00
Glenn Jocher a19406b39d Update minimum Python>=3.7.0 (#7247) 2022-04-02 15:05:00 +02:00