[Fix] Fix num_classes of Head about sthv2 from 339 -> 174 #207
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innerlee
reviewed
Sep 23, 2020
| @@ -22,7 +22,7 @@ | |||
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| |config | resolution | gpus | backbone| pretrain | top1 acc| top5 acc | reference top1 acc | reference top5 acc | gpu_mem(M) | ckpt | log| json| | |||
| |:--|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:| | |||
| |[tin_r50_1x1x8_40e_sthv2_rgb](/configs/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb.py)|height 240|8x4| ResNet50 | ImageNet | 56.38 | 83.53 | 56.38 | 83.50 | 6185 | [ckpt](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb/tin_r50_1x1x8_40e_sthv2_rgb_20200809-c0840aa1.pth) | [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb/20200809_023414.log) | [json](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb/20200809_023414.log.json) | | |||
| |[tin_r50_1x1x8_40e_sthv2_rgb](/configs/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb.py)|height 240|8x4| ResNet50 | ImageNet | 56.70 | 83.62 | 56.48 | 83.45 | 6185 | [ckpt](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb/tin_r50_1x1x8_40e_sthv2_rgb_20200912-b27a7337.pth) | [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb/20200912_225451.log) | [json](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tin/tin_r50_1x1x8_40e_sthv2_rgb/20200912_225451.log.json) | | |||
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why reference acc changed?
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because we also set the num_classes=339 for the reference repo, and we change it to 174 and train-test again : )
innerlee
reviewed
Sep 23, 2020
| @@ -44,8 +44,9 @@ | |||
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| |config | resolution | gpus | backbone | pretrain| top1 acc| top5 acc | reference top1 acc | reference top5 acc | gpu_mem(M) | ckpt | log| json| | |||
| |:--|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:|:--:| | |||
| |[tsm_r50_1x1x16_50e_sthv2_rgb](/configs/recognition/tsm/tsm_r50_1x1x16_50e_sthv2_rgb.py) |height 240|8| ResNet50| ImageNet |57.68 |83.65 |[56.57](https://github.com/mit-han-lab/temporal-shift-module/tree/8d53d6fda40bea2f1b37a6095279c4b454d672bd#training)|[84.30](https://github.com/mit-han-lab/temporal-shift-module/tree/8d53d6fda40bea2f1b37a6095279c4b454d672bd#training)| 10400| [ckpt](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r50_1x1x16_50e_sthv2_rgb/tsm_r50_1x1x16_50e_sthv2_rgb_20200621-60ff441a.pth) | [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r50_1x1x16_50e_sthv2_rgb/20200621_101921.log)| [json](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r50_1x1x16_50e_sthv2_rgb/20200621_101921.log.json)| | |||
| |[tsm_r101_1x1x8_50e_sthv2_rgb](/configs/recognition/tsm/tsm_r101_1x1x8_50e_sthv2_rgb.py) |height 240|8| ResNet101 | ImageNet|59.12|85.74|[59.20](https://github.com/mit-han-lab/temporal-shift-module/tree/8d53d6fda40bea2f1b37a6095279c4b454d672bd#training)|[85.27](https://github.com/mit-han-lab/temporal-shift-module/tree/8d53d6fda40bea2f1b37a6095279c4b454d672bd#training)| 9784 | [ckpt](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r101_1x1x8_50e_sthv2_rgb/tsm_r101_1x1x8_50e_sthv2_rgb_20200625-df82f5e6.pth) | [log](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r101_1x1x8_50e_sthv2_rgb/20200625_224131.log)| [json](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r101_1x1x8_50e_sthv2_rgb/20200625_224131.log.json)| | |||
| |[tsm_r50_1x1x8_50e_sthv2_rgb](/configs/recognition/tsm/tsm_r50_1x1x8_50e_sthv2_rgb.py) |height 240|8| ResNet50| ImageNet |57.86 |84.67 |[57.98](https://github.com/mit-han-lab/temporal-shift-module/tree/8d53d6fda40bea2f1b37a6095279c4b454d672bd#training)|[84.57](https://github.com/mit-han-lab/temporal-shift-module/tree/8d53d6fda40bea2f1b37a6095279c4b454d672bd#training)| 7069 | [ckpt](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r50_1x1x8_50e_sthv2_rgb/tsm_r50_1x1x8_50e_sthv2_rgb_20200912-033c4ac6.pth)|[log](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r50_1x1x8_50e_sthv2_rgb/20200912_140737.log)|[json](https://openmmlab.oss-accelerate.aliyuncs.com/mmaction/recognition/tsm/tsm_r50_1x1x8_50e_sthv2_rgb/20200912_140737.log.json)| | |||
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why reference acc changed. note that the reference git hash is the same
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Same to the TIN, we also set the num_classes=339 for the reference repo, and we change it to 174 and train-test again : )
Codecov Report
@@ Coverage Diff @@
## master #207 +/- ##
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- Coverage 84.49% 84.39% -0.11%
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Files 78 78
Lines 4947 4947
Branches 781 781
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- Hits 4180 4175 -5
- Misses 641 643 +2
- Partials 126 129 +3
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good to see that this mistake does not affect results much |
innerlee
approved these changes
Sep 23, 2020
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This PR changes the num_classes of sthv2 from 339 -> 174, and update the performance and ckpt for the related model (TSM, TIN), which is the supplement of #174