Commit 1618dcd6 authored by sugon_cxj's avatar sugon_cxj
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updata README.md

parent e1aa783c
Pipeline #528 canceled with stages
......@@ -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 | 0.00023220938958693296 | 0.00023220938958693296 |
| mobilenetv2 | 0.9222 | 0.9205 | 0.00018807348320260643 | 0.00018807348320260643 |
| mobilenetv3 | 0.9034 | 0.8963 | 0.00019642823620233683 | 0.00019642823620233683 |
| efficientnet | 0.9300 | 0.9248 | 0.0002999543173238635 | 0.00020822092089802026 |
| mobilenetv2 | 0.9222 | 0.9205 | 0.0002316784713882953 | 0.0001843295431230217 |
| mobilenetv3 | 0.9034 | 0.8963 | 0.0001795800439082086 | 0.00017755813361145555 |
method lamp
| model | Base Acc | Pruned Acc | infer time(ms)| pruned infer time(ms)|
| :------: | :------: |:------: |:------: |:------: |
| efficientnet | 0.9300 | 0.9256 | 0.00023166481370572002 | 0.00023166481370572002 |
| mobilenetv2 | 0.9222 | 0.9225 | 0.00021445175451226533 | 0.00021445175451226533 |
| mobilenetv3 | 0.9034 | 0.9044 | 0.0001933462681947276 | 0.0001933462681947276 |
| efficientnet | 0.9300 | 0.9256 | 0.0002999543173238635 | 0.0002188411075156182 |
| mobilenetv2 | 0.9222 | 0.9225 | 0.0002316784713882953 | 0.00018430372192524373 |
| mobilenetv3 | 0.9034 | 0.9044 | 0.0001795800439082086 | 0.00017515251087024808 |
method group_norm
| model | Base Acc | Pruned Acc | infer time(ms)| pruned infer time(ms)|
| :------: | :------: |:------: |:------: |:------: |
| efficientnet | 0.9300 | 0.8977 | 0.00022248145109042525 | 0.00022248145109042525 |
| mobilenetv2 | 0.9222 | 0.8953 | 0.00020749805739615112 | 0.00020749805739615112 |
| mobilenetv3 | 0.9034 | 0.8852 | 0.00019550215750932694 | 0.00019550215750932694 |
| efficientnet | 0.9300 | 0.8977 | 0.0002999543173238635 | 0.00023468093229457736 |
| mobilenetv2 | 0.9222 | 0.8953 | 0.0002316784713882953 | 0.0001845753353089094 |
| mobilenetv3 | 0.9034 | 0.8852 | 0.0001795800439082086 | 0.00017950512771494688 |
## 源码仓库及问题反馈
https://developer.hpccube.com/codes/modelzoo/mobilenet_prune
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