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Author SHA1 Message Date
Glenn Jocher f0e5a608f5
Add CSV logging to GenericLogger (#9128) 
Enable CSV logging for Classify training.

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

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2022-08-24 12:31:50 +02:00
Ayush Chaurasia f8816f58b7
Infer Loggers project name (#9117) 
* smart project name inference

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* Update __init__.py

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 2022-08-24 12:15:37 +02:00
Glenn Jocher db2ee5fa0c
De-thread TensorBoard graph logging (#9071) 
* De-thread TensorBoard graph logging

Issues with Classification models

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* Update __init__.py

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

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 2022-08-21 17:07:56 +02:00
Glenn Jocher 8665d557c1
Threaded TensorBoard graph logging (#9070) 
* Log TensorBoard graph on pretrain_routine_end

* fix
 2022-08-21 16:51:50 +02:00
0zppd 87e8deadd5
zero-mAP fix remove `torch.empty()` forward pass in `.train()` mode (#9068) 
* Fix Zero Map Issue

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* Update __init__.py

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 2022-08-21 15:40:28 +02:00
Glenn Jocher 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 Jocher 93f63ee33f
Refactor for simplification 2 (#9055) 
* Refactor for simplification 2

* Update __init__.py

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

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2022-08-21 02:00:35 +02:00
Glenn Jocher 61adf017f2
`torch.empty()` for speed improvements (#9025) 
`torch.empty()` for speed improvement

Signed-off-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2022-08-18 20:12:33 +02:00
Glenn Jocher 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

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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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* Update

* Update

* Update

* Update

* 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

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

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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

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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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* support final model logging

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* 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()

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* Refactor into /classify dir

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* reset defaults

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* 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

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* add imagenet simple names to multibackend

* Add validation speeds

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* reshape_classifier_outputs

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* update

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* fix CI

* fix incorrect class substitution

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* update opt file printing

* update opt file printing

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* add opt to checkpoint

* Add warning

* Add comment

* plot half bug fix

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* Update README

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* Update README

* Update README

* Update README

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* Update README

Co-authored-by: Ayush Chaurasia <ayush.chaurarsia@gmail.com>
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 2022-08-17 11:59:01 +02:00
Glenn Jocher 8f28ea4945
emoji-safe default logging (#8888) 
* emoji-safe default logging

* implement everywhere
 2022-08-06 12:30:08 +02:00
Victor Sonck 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

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* 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

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* Remove resume readme section clearml

* Clearml integration cleanup

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* Addressed comments in PR #8620

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 2022-08-05 20:50:49 +02:00
Rüdiger Busche 602d7ffb0e
Check TensorBoard logger before adding graph (#8664) 
Otherwise, an error is thrown if the tensorboard logger is not included.
 2022-07-21 17:40:53 +02:00
Glenn Jocher f00071416f
Refactor collections and fstrings (#7821) 
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 2022-05-15 16:38:26 +02:00
Glenn Jocher 4a295b1a89
Add `@threaded` decorator (#7813) 
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 2022-05-14 16:12:08 +02:00
Glenn Jocher aa7a0e91b1
Update `on_train_end` callback (#7716) 2022-05-05 21:25:13 -07:00
Ayush Chaurasia 4cac1cfc8f
Add `--noplots` flag to suppress figures and images logging (#7534) 
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* Update train.py

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 2022-04-22 15:04:08 -07:00
Ayush Chaurasia 74aaab3312
Add version warning for wandb (#7385) 
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 2022-04-12 11:46:56 +02:00
Glenn Jocher 245d6459a9
Add callbacks (#7315) 
* Add `on_train_start()` callback

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 2022-04-06 17:23:34 +02:00
Jirka Borovec c3d5ac151e
precommit: yapf (#5494) 
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 2022-03-31 16:52:34 +02:00
RcINS d115bbf509
Fix `cv2.imwrite` on non-ASCII paths (#7139) 
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 2022-03-25 13:25:30 +01:00
yeshanliu bc3ed957ce
`np.fromfile()` Chinese image paths fix (#6979) 
* 🎉 🆕 now can read Chinese image path. 

use "cv2.imdecode(np.fromfile(f, np.uint8), cv2.IMREAD_COLOR)" instead of "cv2.imread(f)" for Chinese image path.

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 2022-03-23 15:35:15 +01:00
Glenn Jocher 9e75cbf4c1
Update __init__.py (#7065) 2022-03-20 18:17:04 +01:00
Glenn Jocher e278fd63ec
Update W&B message to `LOGGER.info()` (#7064) 2022-03-20 18:15:22 +01:00
Ayush Chaurasia 9bcc32a5bf
Flush callbacks when on `--evolve` (#6374) 
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 2022-01-20 13:22:47 -10:00
Awsaf 7b6938d5b5
Log best results (#6085) 
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 2021-12-30 13:47:53 -08:00
Ayush Chaurasia 9155eb8641
W&B: Log best results after training ends (#6120) 
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 2021-12-30 11:43:19 -08:00
Ayush Chaurasia db6ec66a60
W&B: track batch size after autobatch (#6039) 
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 2021-12-23 14:23:50 +01:00
Glenn Jocher bc484579d7
Handle non-TTY `wandb.errors.UsageError` (#5839) 
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 2021-12-01 15:38:02 +01:00
Jirka Borovec ed887b5976
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 2021-10-28 18:35:01 +02:00
Glenn Jocher 752d97df2c
Add `on_fit_epoch_end` callback (#5232) 
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* Add results to train

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 2021-10-18 14:28:22 +02:00
Ayush Chaurasia d0bfeb3980
W&B: fix DDP with wandb disabled (#5163) 
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 2021-10-13 16:17:15 -07:00
Glenn Jocher 50a9828679
DDP `torch.jit.trace()` `--sync-bn` fix (#4615) 
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 2021-08-30 18:35:07 +02:00
Ayush Chaurasia 11e7c7b48d
W&B: Don't log models in evolve operation (#4611) 2021-08-30 17:07:20 +02:00
Glenn Jocher dc13820c9d
TensorBoard `on_train_end()` speed improvements (#4605) 2021-08-30 13:01:41 +02:00
Glenn Jocher 24bea5e4b7
Standardize headers and docstrings (#4417) 
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 2021-08-14 21:17:51 +02:00
Glenn Jocher e78aeac973
Evolve in CSV format (#4307) 
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 2021-08-04 17:13:38 +02:00
Ayush Chaurasia cd540d8625
W&B: suppress warnings (#4257) 
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 2021-08-01 12:06:53 +02:00
Kalen Michael b74929c910
Add `train.py` and `val.py` callbacks (#4220) 
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* Update train.py

* Update val.py

* Fix CamlCase add staticmethod

* Refactor logger into callbacks

* Cleanup

* New callback on_val_image_end()

* Add curves and results images to TensorBoard

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2021-08-01 00:18:07 +02:00
Glenn Jocher b60b62e874
PyCharm reformat (#4209) 
* PyCharm reformat

* YAML reformat

* Markdown reformat
 2021-07-28 23:35:14 +02:00
Ayush Chaurasia 750465edae
W&B: More improvements and refactoring (#4205) 
* Improve docstrings and run names

* default wandb login prompt with timeout

* return key

* Update api_key check logic

* Properly support zipped dataset feature

* update docstring

* Revert tuorial change

* extend changes to log_dataset

* add run name

* bug fix

* bug fix

* Update comment

* fix import check

* remove unused import

* Hardcore .yaml file extension

* reduce code

* Reformat using pycharm

* Remove redundant try catch

* More refactoring and bug fixes

* retry

* Reformat using pycharm

* respect LOGGERS include list

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2021-07-28 23:25:15 +02:00
Ayush Chaurasia e88e8f7a98
W&B: Restructure code to support the new dataset_check() feature (#4197) 
* Improve docstrings and run names

* default wandb login prompt with timeout

* return key

* Update api_key check logic

* Properly support zipped dataset feature

* update docstring

* Revert tuorial change

* extend changes to log_dataset

* add run name

* bug fix

* bug fix

* Update comment

* fix import check

* remove unused import

* Hardcore .yaml file extension

* reduce code

* Reformat using pycharm

Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
 2021-07-28 17:40:08 +02:00
Ayush Chaurasia 63a1971e31
Improve docstrings and run names (#4174) 2021-07-27 15:13:32 +02:00
Glenn Jocher 96e36a7c91
New CSV Logger (#4148) 
* New CSV Logger

* cleanup

* move batch plots into Logger

* rename comment

* Remove total loss from progress bar

* mloss :-1 bug fix

* Update plot_results()

* Update plot_results()

* plot_results bug fix
 2021-07-25 19:06:37 +02:00
Glenn Jocher efe60b5681
Refactor train.py and val.py `loggers` (#4137) 
* Update loggers

* Config

* Update val.py

* cleanup

* fix1

* fix2

* fix3 and reformat

* format sweep.py

* Logger() class

* cleanup

* cleanup2

* wandb package import fix

* wandb package import fix2

* txt fix

* fix4

* fix5

* fix6

* drop wandb into utils/loggers

* fix 7

* rename loggers/wandb_logging to loggers/wandb

* Update message

* Update message

* Update message

* cleanup

* Fix x axis bug

* fix rank 0 issue

* cleanup
 2021-07-25 01:18:39 +02:00