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ModelZoo
mobilenet_prune_pytorch
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1618dcd6
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1618dcd6
authored
Aug 23, 2023
by
sugon_cxj
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updata README.md
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1618dcd6
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@@ -57,23 +57,23 @@ python3 main.py --mode test --model mobilenetv3 --batch-size 128 --restore ./run
method l1
| model | Base Acc | Pruned Acc | infer time(ms)| pruned infer time(ms)|
| :------: | :------: |:------: |:------: |:------: |
| efficientnet | 0.9300 | 0.9248 | 0.0002
3220938958693296
| 0.0002
3
2209
3895869329
6 |
| mobilenetv2 | 0.9222 | 0.9205 | 0.000
18807348320260643 | 0.00018807348320260643
|
| mobilenetv3 | 0.9034 | 0.8963 | 0.0001
9642823620233683 | 0.00019642823620233683
|
| efficientnet | 0.9300 | 0.9248 | 0.0002
999543173238635
| 0.0002
08
2209
208980202
6 |
| mobilenetv2 | 0.9222 | 0.9205 | 0.000
2316784713882953 | 0.0001843295431230217
|
| mobilenetv3 | 0.9034 | 0.8963 | 0.0001
795800439082086 | 0.00017755813361145555
|
method lamp
| model | Base Acc | Pruned Acc | infer time(ms)| pruned infer time(ms)|
| :------: | :------: |:------: |:------: |:------: |
| efficientnet | 0.9300 | 0.9256 | 0.0002
3166481370572002 | 0.0002316648137057200
2 |
| mobilenetv2 | 0.9222 | 0.9225 | 0.0002
1445175451226533 | 0.0002144517545122653
3 |
| mobilenetv3 | 0.9034 | 0.9044 | 0.0001
933462681947276 | 0.0001933462681947276
|
| efficientnet | 0.9300 | 0.9256 | 0.0002
999543173238635 | 0.000218841107515618
2 |
| mobilenetv2 | 0.9222 | 0.9225 | 0.0002
316784713882953 | 0.0001843037219252437
3 |
| mobilenetv3 | 0.9034 | 0.9044 | 0.0001
795800439082086 | 0.00017515251087024808
|
method group_norm
| model | Base Acc | Pruned Acc | infer time(ms)| pruned infer time(ms)|
| :------: | :------: |:------: |:------: |:------: |
| efficientnet | 0.9300 | 0.8977 | 0.0002
2248145109042525 | 0.00022248145109042525
|
| mobilenetv2 | 0.9222 | 0.8953 | 0.0002
0749805739615112 | 0.00020749805739615112
|
| mobilenetv3 | 0.9034 | 0.8852 | 0.000195
50215750932694
| 0.000195
50215750932694
|
| efficientnet | 0.9300 | 0.8977 | 0.0002
999543173238635 | 0.00023468093229457736
|
| mobilenetv2 | 0.9222 | 0.8953 | 0.0002
316784713882953 | 0.0001845753353089094
|
| mobilenetv3 | 0.9034 | 0.8852 | 0.0001
7
95
800439082086
| 0.0001
7
95
0512771494688
|
## 源码仓库及问题反馈
https://developer.hpccube.com/codes/modelzoo/mobilenet_prune
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