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add msmt17 results

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wangguanan 2020-08-10 10:31:41 +08:00
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commit 7ddb5b6f59
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8
projects/DistillReID/README.md
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@ -34,12 +34,14 @@ All the experiments are conducted with a P40 GPU and
### Market-1501
<table><thead><tr><th colspan="2" rowspan="2">Rank-1 (mAP) / <br>Q.Time/batch(128)</th><th colspan="4">Student (BagTricks)</th></tr><tr><td>IBN-101</td><td>IBN-50</td><td>IBN-34</td><td>IBN-18</td></tr></thead><tbody><tr><td rowspan="4">Teacher<br>(BagTricks)</td><td>IBN-101</td><td>95.43(88.95)/0.2698s</td><td>95.19(89.52)/0.1791s</td><td>94.51(87.82)/0.0869s</td><td>93.85(85.77)/0.0612s</td></tr><tr><td>IBN-50</td><td>-</td><td>95.25(88.16)/0.1823s</td><td>95.13(87.28)/0.0863s</td><td>93.44(82.92)/0.0621s</td></tr><tr><td>IBN-34</td><td></td><td>-</td><td>94.63(84.91)/0.0860s</td><td></td></tr><tr><td>IBN-18</td><td>-</td><td>-</td><td>-</td><td>92.87(81.22)/0.0615s</td></tr><tr><td colspan="2">Average Q.Time</td><td>0.2698s</td><td>0.1807s</td><td>0.0864s</td><td>0.0616s</td></tr></tbody></table>
<table><thead><tr><th colspan="2" rowspan="2">Rank-1 (mAP) / <br>Q.Time/batch(128)</th><th colspan="4">Student (BagTricks)</th></tr><tr><td>IBN-101</td><td>IBN-50</td><td>IBN-34</td><td>IBN-18</td></tr></thead><tbody><tr><td rowspan="4">Teacher<br>(BagTricks)</td><td>IBN-101</td><td>95.43(88.95)/0.2698s</td><td>95.19(89.52)/0.1791s</td><td>94.51(87.82)/0.0869s</td><td>93.85(85.77)/0.0612s</td></tr><tr><td>IBN-50</td><td>-</td><td>95.25(88.16)/0.1823s</td><td>95.13(87.28)/0.0863s</td><td></td></tr><tr><td>IBN-34</td><td></td><td>-</td><td>94.63(84.91)/0.0860s</td><td>93.71(85.20)/0.0620s</td></tr><tr><td>IBN-18</td><td>-</td><td>-</td><td>-</td><td>92.87(81.22)/0.0615s</td></tr><tr><td colspan="2">Average Q.Time</td><td>0.2698s</td><td>0.1807s</td><td>0.0864s</td><td>0.0616s</td></tr></tbody></table>
### MSMT17
Comming Soon
<table><thead><tr><th colspan="2" rowspan="2">Rank-1 (mAP) / <br>Q.Time/batch(128)</th><th colspan="4">Student (BagTricks)</th></tr><tr><td>IBN-101</td><td>IBN-50</td><td>IBN-34</td><td>IBN-18</td></tr></thead><tbody><tr><td rowspan="4">Teacher<br>(BagTricks)</td><td>IBN-101</td><td>81.95(60.51)/0.2693s</td><td>82.37(62.08)/0.1792s</td><td>81.07(58.56)/0.0872s</td><td>77.77(52.77)/0.0610s</td></tr><tr><td>IBN-50</td><td>-</td><td>80.18(57.80)/0.1789s</td><td>81.28(58.27)/0.0863s</td><td>78.11(53.10)/0.0623s</td></tr><tr><td>IBN-34</td><td></td><td>-</td><td>78.27(53.41)/0.0873s</td><td>77.65(52.82)/0.0615s</td></tr><tr><td>IBN-18</td><td>-</td><td>-</td><td>-</td><td>74.11(47.26)/0.0621s</td></tr><tr><td colspan="2">Average Q.Time</td><td>0.2693s</td><td>0.1801s</td><td>0.0868s</td><td>0.0617s</td></tr></tbody></table>
## Contact
This project is conducted by [Guan'an Wang](https://wangguanan.github.io/) (guan.wang0706@gmail) and [Liao Xingyu](https://github.com/L1aoXingyu).
This project is conducted by [Guan'an Wang](https://wangguanan.github.io/) (guan.wang0706@gmail) and [Liao Xingyu](https://github.com/L1aoXingyu).

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run_ibna.sh
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CUDA=0
CUDA=3
# IBN-Net
# dukemtmcreid
# bagtricks_R101-ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-ibn/bagtricks_R101-ibn.yml MODEL.DEVICE "cuda:0"
# bagtricks_R50-ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-ibn/bagtricks_R50-ibn.yml MODEL.DEVICE "cuda:0"
# bagtricks_R34-ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-ibn/bagtricks_R34-ibn.yml MODEL.DEVICE "cuda:0"
# bagtricks_R18-ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-ibn/bagtricks_R18-ibn.yml MODEL.DEVICE "cuda:0"
## bagtricks_R101-ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/bagtricks_R101-ibn.yml MODEL.DEVICE "cuda:0"
#
## bagtricks_R50-ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/bagtricks_R50-ibn.yml MODEL.DEVICE "cuda:0"
#
## bagtricks_R34-ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/bagtricks_R34-ibn.yml MODEL.DEVICE "cuda:0"
#
## bagtricks_R18-ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/bagtricks_R18-ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot101ibn-bot50ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot101ibn-bot50ibn.yml MODEL.DEVICE "cuda:0"
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot101ibn-bot50ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot101ibn-bot34ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot101ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot101ibn-bot18ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot101ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot50ibn-bot34ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot50ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot50ibn-bot18ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot50ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot34ibn-bot18ibn.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot34ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
# KD-bot101ibn-bot50.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot101ibn-bot50.yml MODEL.DEVICE "cuda:0"
# KD-bot101ibn-bot34.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot101ibn-bot34.yml MODEL.DEVICE "cuda:0"
# KD-bot101ibn-bot18.yml
CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-ibn/KD-bot101ibn-bot18.yml MODEL.DEVICE "cuda:0"
## KD-bot101ibn-bot34ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot101ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot101ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot50ibn-bot34ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot50ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot50ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot50ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot34ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot34ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot50.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot101ibn-bot50.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot34.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot101ibn-bot34.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot18.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-dukemtmcreid/KD-bot101ibn-bot18.yml MODEL.DEVICE "cuda:0"
#
#
#
#
## market1501
#
### bagtricks_R101-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/bagtricks_R101-ibn.yml MODEL.DEVICE "cuda:0"
##
### bagtricks_R50-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/bagtricks_R50-ibn.yml MODEL.DEVICE "cuda:0"
##
### bagtricks_R34-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/bagtricks_R34-ibn.yml MODEL.DEVICE "cuda:0"
##
### bagtricks_R18-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/bagtricks_R18-ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot50ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot101ibn-bot50ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot34ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot101ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot101ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot50ibn-bot34ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot50ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot50ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot50ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot34ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot34ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot50.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot101ibn-bot50.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot34.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot101ibn-bot34.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot18.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-market1501/KD-bot101ibn-bot18.yml MODEL.DEVICE "cuda:0"
#
#
#
#
#
## msmt17
#
### bagtricks_R101-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/bagtricks_R101-ibn.yml MODEL.DEVICE "cuda:0"
##
### bagtricks_R50-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/bagtricks_R50-ibn.yml MODEL.DEVICE "cuda:0"
##
### bagtricks_R34-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/bagtricks_R34-ibn.yml MODEL.DEVICE "cuda:0"
##
### bagtricks_R18-ibn.yml
##CUDA_VISIBLE_DEVICES=$CUDA python ./tools/train_net.py --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/bagtricks_R18-ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot50ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot101ibn-bot50ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot34ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot101ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot101ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot50ibn-bot34ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot50ibn-bot34ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot50ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot50ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot34ibn-bot18ibn.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot34ibn-bot18ibn.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot50.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot101ibn-bot50.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot34.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot101ibn-bot34.yml MODEL.DEVICE "cuda:0"
#
## KD-bot101ibn-bot18.yml
#CUDA_VISIBLE_DEVICES=$CUDA python ./projects/DistillReID/train_net.py --kd --config-file ./projects/DistillReID/configs-bagtricks-ibn-msmt17/KD-bot101ibn-bot18.yml MODEL.DEVICE "cuda:0"
#