Commit Graph

105 Commits (9722e6ffe5926fa20387c678d4ca0aef410a0c05)

Author SHA1 Message Date
Michael Sutton d7955fe438
Fix clearml args logging when training is launch with run() (#10359)
* Connect opt to clearml args

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* Update clearml_utils.py

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2022-12-01 15:00:43 -08:00
Glenn Jocher 7845cea913
Fix ClearML unconfigured error (#10369)
@thepycoder adds Try Except for installed but unconfigured clearml environments.

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2022-12-01 13:56:33 -08:00
Victor Sonck 1ce464f689
Add docker info for ClearML remote execution (#10142)
* Add docker info for ClearML remote execution

* add additional clearml options to handle different python versions

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2022-12-01 13:32:55 -08:00
Glenn Jocher 6992dde4bd
Update Comet preview image (#10220)
* Update Comet preview image

Pass through tinyjpg: 2.2MB -> 497kB :)

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* Update tutorial.ipynb

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* Update tutorial.ipynb

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* Update tutorial.ipynb

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* Update README.md

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2022-11-19 13:44:46 +01:00
Victor Sonck 75728bb3ea
Mapped project and name to ClearML (#10100)
* Mapped project and name to ClearML

* Add project and task name docs

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2022-11-09 17:45:09 +01:00
Glenn Jocher f9bb984e81
Add ClearML minimum version requirement (#9933)
* Add ClearML minimum version requirement

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* Update README.md

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* Update README.md

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2022-10-26 14:06:05 +02:00
Glenn Jocher 7a69035eb8
Update Loggers (#9760)
* Update

* Update tutorial.ipynb

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* Update tutorial.ipynb

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* Update tutorial.ipynb

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* Update requirements.txt

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* Update

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* Update

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2022-10-12 12:53:12 +02:00
KristenKehrer c98128fe71
Allow list for Comet artifact class 'names' field (#9654)
* Update __init__.py

In the Comet logger, when I run train.py, it wants to download the data artifact. It was requiring me to format the 'names' field in the data artifact metadata as a dictionary, so I've changed this so that it also accepts a list.

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2022-10-03 00:25:10 +02:00
Soumik Rakshit 0860e58557
Disabled upload_dataset flag temporarily due to an artifact related bug (#9652)
* disabled upload_dataset flag temporarily due to an artifact related bug

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2022-09-29 23:01:45 +02:00
Glenn Jocher 639d82fbab
Update Comet links (#9587)
* Update Comet links

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* Update tutorial.ipynb

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* Update README.md

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2022-09-25 20:12:57 +02:00
Glenn Jocher c8e52304cf
New `scale_segments()` function (#9570)
* Rename scale_coords to scale_boxes

* add scale_segments
2022-09-24 16:02:41 +02:00
Dhruv Nair 0b724c5b85
Comet Image Logging Fix (#9498)
fix issues with image logging
2022-09-19 17:26:19 +02:00
Glenn Jocher ca9c993d6c
Standardize warnings with `WARNING ⚠️ ...` (#9467)
* Standardize warnings

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2022-09-18 16:15:25 +02:00
Glenn Jocher 95cef1ae6b
Optimize imports (#9464)
* Optimize imports

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* Reformat

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2022-09-18 12:42:23 +02:00
Dhruv Nair 5f075eedf2
Comet changes (#9328)
* add link to comte tutorial from  main README

* fix prediction interval bug
2022-09-08 18:17:14 +03:00
Dhruv Nair 903b239f13
Comet Logging and Visualization Integration (#9232)
* add comet to logger interface

* add comet logger

* add support for updated parameters

* clean up offline logger creation

* update callback args for comet logger

* add comet optimizer

* add optimizer config

* add comet README

* update tutorial notebook with Comet section

* add option to log class level metrics

* add support for class level metrics and confusion matrix

* handle errors when adding files to artifacts

* fix typo

* clean resume workflow

* updates for HPO

* update comet README

* fix typo in comet README

* update code snippets in comet README

* update comet links in tutorial

* updated links

* change optimizer batch size param and update comet README image

* update comet section in tutorial

* use prexisting cmd line flags to configure logger

* update artifact upload/download flow

* remove come remove comet logger specific cmd line args

* move downloading weights into comet logger code

* remove extra argparse

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* change checkpoint logging flow to follow offline logger

* update resume flow

* add comet logger to remote dataset property

* update cmd line args in hpo

* set types for integer/float env variables

* update README

* fix typo in README

* default to always logging model predictions

* Update tutorial.ipynb

* Update train.py

* Add Comet to Integrations table

* Update README.md

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2022-09-07 18:28:46 +03:00
Victor Sonck 5cb9fe612a
Make sure best.pt model file is preserved ClearML (#9265)
* Make sure best.pt model file is preserved ClearML

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2022-09-03 20:49:25 +02:00
Ayush Chaurasia 2d082a07bd
Refactor Loggers : Move code outside train.py (#9241)
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2022-09-01 19:17:36 +02:00
HighMans cf5d9cbc33
ClearML's set_report_period's time is defined in minutes not seconds. (#9186)
* ClearML's set_report_period's time is defined in minutes not seconds.

https://clear.ml/docs/latest/docs/references/sdk/hpo_optimization_hyperparameteroptimizer/#set_report_period

set_report_period function takes in time in terms of minutes, not seconds.

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2022-08-29 14:58:55 +02:00
HighMans ffbce3858a
Fix confidence threshold for ClearML debug images (#9174)
* Fix confidence threshold

The confidence is converted to a percentage on line 144, but it is being compared to a default conf_threshold value of a decimal value instead of percent value.

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* Revert "Fix confidence threshold"

This reverts commit f84a09967f.

* Fix confidence comparison

Fix the confidence percentage is being compared to a decimal value.

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2022-08-27 01:39:11 +02:00
Glenn Jocher f0e5a608f5
Add CSV logging to GenericLogger (#9128)
Enable CSV logging for Classify training.

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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

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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

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2022-08-21 02:00:35 +02:00
Glenn Jocher 61adf017f2
`torch.empty()` for speed improvements (#9025)
`torch.empty()` for speed improvement

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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

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* format

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* use fstring

* update augmentations.py

* new maning convention for transforms

* reverse if statement, inline ops

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* update dataloaders

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* Update classifier.py

* Update augmentations.py

* fix: imshow clip warning

* update

* Revert ToTensorV2 removal

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* Update normalize values, revert uint8

* normalize image using cv2

* remove dedundant comment

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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

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* Update --img argument from train.py 

single line

* fix image size from 640 to 128

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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

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* Update

* Update

* Update

* Update

* Update dataset download

* Update dataset download

* Update

* Update

* Update

* Update

* Update

* Update

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* Update

* Update

* Update

* Update

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* Update

* Update

* Update

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* Pass imgsz to classify_transforms()

* Update

* Update

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* Update

* Update

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* Update

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* Update

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* Update

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* Update

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* Update

* Cos scheduler

* Cos scheduler

* Remove unused args

* Update

* Add seed

* Add seed

* Update

* Update

* Add run(), main()

* Merge master

* Merge master

* Update

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* Update

* Update

* Update

* Update

* Create YOLOv5 BaseModel class (#8829)

* Create BaseModel

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* Add experiment

* Merge master

* Attach names

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* weight decay = 5e-5

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* fashion-mnist fix

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* Update Table

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* if augment or visualize

* if augment or visualize

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* reset defaults

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2022-08-17 11:59:01 +02:00
Victor Sonck 3456fe65c6
Fix torchvision dependency for ClearML logging (#8993)
* Replace torchvision annotator with native local Annotator

* Add colored bounding boxes and rewrite for efficiency

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2022-08-17 11:51:07 +02:00
Glenn Jocher 7ab1f50633
Scope `torchvision.utils.draw_bounding_boxes` import (#8915)
* Scope `torchvision.utils.draw_bounding_boxes` import

Quick fix for https://github.com/ultralytics/yolov5/issues/8898#issuecomment-1208851874 until a more permanent fix is implemented

* Update clearml_utils.py
2022-08-09 20:29:25 +02:00
Glenn Jocher f5335f22bb
Capitalize YouTube (#8903) 2022-08-08 20:36:18 +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

* 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

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* Cleanup clearml readme section

* Cleaned up clearml logger docstring

* Remove resume readme section clearml

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* Clearml Readme styling

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* Add better images in tutorial notebook

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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)
* Update torch_utils.py

* Additional code refactoring

* tuples to sets

* Cleanup
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 9d8ed37df7
Rename `utils/datasets.py` > `utils/dataloaders.py` (#7799) 2022-05-13 14:34:16 +02:00
Glenn Jocher aa7a0e91b1
Update `on_train_end` callback (#7716) 2022-05-05 21:25:13 -07:00
Glenn Jocher b53917de8d
Remove `tqdm.auto` (#7599) 2022-04-26 15:00:01 -07:00
Ayush Chaurasia 4cac1cfc8f
Add `--noplots` flag to suppress figures and images logging (#7534)
* support nomedia

* support nomedia for validation

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* Update train.py

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2022-04-22 15:04:08 -07:00
Zengyf-CVer c264795f50
Add mdformat to precommit checks and update other version (#7529)
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2022-04-22 13:36:27 -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 446e6f563a
Rename 'MacOS' to 'macOS' (#7349) 2022-04-08 23:05:15 +02:00
Nick Martin a88a81469a
Copy wandb param dict before training to avoid overwrites (#7317)
* Copy wandb param dict before training to avoid overwrites.

Copy the hyperparameter dict retrieved from wandb configuration before passing it to `train()`. Training overwrites parameters in the dictionary (eg scaling obj/box/cls gains), which causes the values reported in wandb to not match the input values. This is confusing as it makes it hard to reproduce a run, and also throws off wandb's Bayesian sweep algorithm.

* Cleanup

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2022-04-06 18:35:33 +02:00
Glenn Jocher 245d6459a9
Add callbacks (#7315)
* Add `on_train_start()` callback

* Update

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2022-04-06 17:23:34 +02:00
Glenn Jocher f735458987
Use `tqdm.auto` (#7311) 2022-04-06 12:20:24 +02:00
pre-commit-ci[bot] 7882950577
[pre-commit.ci] pre-commit suggestions (#7279)
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updates:
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2022-04-04 22:47:00 +02:00
Jirka Borovec c3d5ac151e
precommit: yapf (#5494)
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* align isort

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# Conflicts:
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* simplify colorstr

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* val run fix

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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