yzchen
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4102fcc9a7
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[WIP] Feature/ddp fixed (#401)
* Squashed commit of the following:
commit d738487089e41c22b3b1cd73aa7c1c40320a6ebf
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 17:33:38 2020 +0700
Adding world_size
Reduce calls to torch.distributed. For use in create_dataloader.
commit e742dd9619d29306c7541821238d3d7cddcdc508
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 15:38:48 2020 +0800
Make SyncBN a choice
commit e90d4004387e6103fecad745f8cbc2edc918e906
Merge: 5bf8beb cd90360
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Tue Jul 14 15:32:10 2020 +0800
Merge pull request #6 from NanoCode012/patch-5
Update train.py
commit cd9036017e7f8bd519a8b62adab0f47ea67f4962
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 13:39:29 2020 +0700
Update train.py
Remove redundant `opt.` prefix.
commit 5bf8bebe8873afb18b762fe1f409aca116fac073
Merge: c9558a9 a1c8406
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 14:09:51 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov5 into feature/DDP_fixed
commit c9558a9b51547febb03d9c1ca42e2ef0fc15bb31
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 13:51:34 2020 +0800
Add device allocation for loss compute
commit 4f08c692fb5e943a89e0ee354ef6c80a50eeb28d
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 9 11:16:27 2020 +0800
Revert drop_last
commit 1dabe33a5a223b758cc761fc8741c6224205a34b
Merge: a1ce9b1 4b8450b
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 9 11:15:49 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit a1ce9b1e96b71d7fcb9d3e8143013eb8cebe5e27
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 9 11:15:21 2020 +0800
fix lr warning
commit 4b8450b46db76e5e58cd95df965d4736077cfb0e
Merge: b9a50ae 02c63ef
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Wed Jul 8 21:24:24 2020 +0800
Merge pull request #4 from NanoCode012/patch-4
Add drop_last for multi gpu
commit 02c63ef81cf98b28b10344fe2cce08a03b143941
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Wed Jul 8 10:08:30 2020 +0700
Add drop_last for multi gpu
commit b9a50aed48ab1536f94d49269977e2accd67748f
Merge: ec2dc6c 121d90b
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 7 19:48:04 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov5 into feature/DDP_fixed
commit ec2dc6cc56de43ddff939e14c450672d0fbf9b3d
Merge: d0326e3 82a6182
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 7 19:34:31 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit d0326e398dfeeeac611ccc64198d4fe91b7aa969
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 7 19:31:24 2020 +0800
Add SyncBN
commit 82a6182b3ad0689a4432b631b438004e5acb3b74
Merge: 96fa40a 050b2a5
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Tue Jul 7 19:21:01 2020 +0800
Merge pull request #1 from NanoCode012/patch-2
Convert BatchNorm to SyncBatchNorm
commit 050b2a5a79a89c9405854d439a1f70f892139b1c
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 7 12:38:14 2020 +0700
Add cleanup for process_group
commit 2aa330139f3cc1237aeb3132245ed7e5d6da1683
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 7 12:07:40 2020 +0700
Remove apex.parallel. Use torch.nn.parallel
For future compatibility
commit 77c8e27e603bea9a69e7647587ca8d509dc1990d
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 7 01:54:39 2020 +0700
Convert BatchNorm to SyncBatchNorm
commit 96fa40a3a925e4ffd815fe329e1b5181ec92adc8
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Mon Jul 6 21:53:56 2020 +0800
Fix the datset inconsistency problem
commit 16e7c269d062c8d16c4d4ff70cc80fd87935dc95
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Mon Jul 6 11:34:03 2020 +0800
Add loss multiplication to preserver the single-process performance
commit e83805563065ffd2e38f85abe008fc662cc17909
Merge: 625bb49 3bdea3f
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Fri Jul 3 20:56:30 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov5 into feature/DDP_fixed
commit 625bb49f4e52d781143fea0af36d14e5be8b040c
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 2 22:45:15 2020 +0800
DDP established
* Squashed commit of the following:
commit 94147314e559a6bdd13cb9de62490d385c27596f
Merge: 65157e2 37acbdc
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 16 14:00:17 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov4 into feature/DDP_fixed
commit 37acbdc0b6
Author: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Wed Jul 15 20:03:41 2020 -0700
update test.py --save-txt
commit b8c2da4a0d
Author: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Wed Jul 15 20:00:48 2020 -0700
update test.py --save-txt
commit 65157e2fc97d371bc576e18b424e130eb3026917
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Wed Jul 15 16:44:13 2020 +0800
Revert the README.md removal
commit 1c802bfa503623661d8617ca3f259835d27c5345
Merge: cd55b44 0f3b8bb
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Wed Jul 15 16:43:38 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit cd55b445c4dcd8003ff4b0b46b64adf7c16e5ce7
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Wed Jul 15 16:42:33 2020 +0800
fix the DDP performance deterioration bug.
commit 0f3b8bb1fae5885474ba861bbbd1924fb622ee93
Author: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Wed Jul 15 00:28:53 2020 -0700
Delete README.md
commit f5921ba1e35475f24b062456a890238cb7a3cf94
Merge: 85ab2f3 bd3fdbb
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Wed Jul 15 11:20:17 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit bd3fdbbf1b08ef87931eef49fa8340621caa7e87
Author: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Tue Jul 14 18:38:20 2020 -0700
Update README.md
commit c1a97a7767ccb2aa9afc7a5e72fd159e7c62ec02
Merge: 2bf86b8 f796708
Author: Glenn Jocher <glenn.jocher@ultralytics.com>
Date: Tue Jul 14 18:36:53 2020 -0700
Merge branch 'master' into feature/DDP_fixed
commit 2bf86b892fa2fd712f6530903a0d9b8533d7447a
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 22:18:15 2020 +0700
Fixed world_size not found when called from test
commit 85ab2f38cdda28b61ad15a3a5a14c3aafb620dc8
Merge: 5a19011 c8357ad
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 22:19:58 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit 5a19011949398d06e744d8d5521ab4e6dfa06ab7
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 22:19:15 2020 +0800
Add assertion for <=2 gpus DDP
commit c8357ad5b15a0e6aeef4d7fe67ca9637f7322a4d
Merge: e742dd9 787582f
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Tue Jul 14 22:10:02 2020 +0800
Merge pull request #8 from MagicFrogSJTU/NanoCode012-patch-1
Modify number of dataloaders' workers
commit 787582f97251834f955ef05a77072b8c673a8397
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 20:38:58 2020 +0700
Fixed issue with single gpu not having world_size
commit 63648925288d63a21174a4dd28f92dbfebfeb75a
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 19:16:15 2020 +0700
Add assert message for clarification
Clarify why assertion was thrown to users
commit 69364d6050e048d0d8834e0f30ce84da3f6a13f3
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 17:36:48 2020 +0700
Changed number of workers check
commit d738487089e41c22b3b1cd73aa7c1c40320a6ebf
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 17:33:38 2020 +0700
Adding world_size
Reduce calls to torch.distributed. For use in create_dataloader.
commit e742dd9619d29306c7541821238d3d7cddcdc508
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 15:38:48 2020 +0800
Make SyncBN a choice
commit e90d4004387e6103fecad745f8cbc2edc918e906
Merge: 5bf8beb cd90360
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Tue Jul 14 15:32:10 2020 +0800
Merge pull request #6 from NanoCode012/patch-5
Update train.py
commit cd9036017e7f8bd519a8b62adab0f47ea67f4962
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 14 13:39:29 2020 +0700
Update train.py
Remove redundant `opt.` prefix.
commit 5bf8bebe8873afb18b762fe1f409aca116fac073
Merge: c9558a9 a1c8406
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 14:09:51 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov5 into feature/DDP_fixed
commit c9558a9b51547febb03d9c1ca42e2ef0fc15bb31
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 14 13:51:34 2020 +0800
Add device allocation for loss compute
commit 4f08c692fb5e943a89e0ee354ef6c80a50eeb28d
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 9 11:16:27 2020 +0800
Revert drop_last
commit 1dabe33a5a223b758cc761fc8741c6224205a34b
Merge: a1ce9b1 4b8450b
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 9 11:15:49 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit a1ce9b1e96b71d7fcb9d3e8143013eb8cebe5e27
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 9 11:15:21 2020 +0800
fix lr warning
commit 4b8450b46db76e5e58cd95df965d4736077cfb0e
Merge: b9a50ae 02c63ef
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Wed Jul 8 21:24:24 2020 +0800
Merge pull request #4 from NanoCode012/patch-4
Add drop_last for multi gpu
commit 02c63ef81cf98b28b10344fe2cce08a03b143941
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Wed Jul 8 10:08:30 2020 +0700
Add drop_last for multi gpu
commit b9a50aed48ab1536f94d49269977e2accd67748f
Merge: ec2dc6c 121d90b
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 7 19:48:04 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov5 into feature/DDP_fixed
commit ec2dc6cc56de43ddff939e14c450672d0fbf9b3d
Merge: d0326e3 82a6182
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 7 19:34:31 2020 +0800
Merge branch 'feature/DDP_fixed' of https://github.com/MagicFrogSJTU/yolov5 into feature/DDP_fixed
commit d0326e398dfeeeac611ccc64198d4fe91b7aa969
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Tue Jul 7 19:31:24 2020 +0800
Add SyncBN
commit 82a6182b3ad0689a4432b631b438004e5acb3b74
Merge: 96fa40a 050b2a5
Author: yzchen <Chenyzsjtu@gmail.com>
Date: Tue Jul 7 19:21:01 2020 +0800
Merge pull request #1 from NanoCode012/patch-2
Convert BatchNorm to SyncBatchNorm
commit 050b2a5a79a89c9405854d439a1f70f892139b1c
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 7 12:38:14 2020 +0700
Add cleanup for process_group
commit 2aa330139f3cc1237aeb3132245ed7e5d6da1683
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 7 12:07:40 2020 +0700
Remove apex.parallel. Use torch.nn.parallel
For future compatibility
commit 77c8e27e603bea9a69e7647587ca8d509dc1990d
Author: NanoCode012 <kevinvong@rocketmail.com>
Date: Tue Jul 7 01:54:39 2020 +0700
Convert BatchNorm to SyncBatchNorm
commit 96fa40a3a925e4ffd815fe329e1b5181ec92adc8
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Mon Jul 6 21:53:56 2020 +0800
Fix the datset inconsistency problem
commit 16e7c269d062c8d16c4d4ff70cc80fd87935dc95
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Mon Jul 6 11:34:03 2020 +0800
Add loss multiplication to preserver the single-process performance
commit e83805563065ffd2e38f85abe008fc662cc17909
Merge: 625bb49 3bdea3f
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Fri Jul 3 20:56:30 2020 +0800
Merge branch 'master' of https://github.com/ultralytics/yolov5 into feature/DDP_fixed
commit 625bb49f4e52d781143fea0af36d14e5be8b040c
Author: yizhi.chen <chenyzsjtu@outlook.com>
Date: Thu Jul 2 22:45:15 2020 +0800
DDP established
* Fixed destroy_process_group in DP mode
* Update torch_utils.py
* Update utils.py
Revert build_targets() to current master.
* Update datasets.py
* Fixed world_size attribute not found
Co-authored-by: NanoCode012 <kevinvong@rocketmail.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
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