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ModelZoo
ResNet50_tensorflow
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6990c860
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6990c860
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Apr 26, 2023
by
pan
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Delete performance data and add historical versions
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README.md
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@@ -103,13 +103,16 @@ sed指令只需要执行一次,添加支持多卡运行的代码
## 性能和准确率数据
测试数据:
[
ImageNet的测试数据集
](
https://image-net.org/
"ImageNet数据集官网"
)
,使用的加速卡:DCU-Z00-16G
根据模型情况填写表格:
| 卡数 | batch size | 类型 | 性能 | Accuracy | 是否打开xla | 进程数 |
| :------: | :------: | :------: | :------: | :------: | :------:| -------- |
| 4 | 512 | fp32 | 843 examples/second | 0.7628 | 否 | 单进程 |
| 4 | 512 | fp16 | - | 0.7616 | 否 | 单进程 |
| 4 | 512 | fp32 | - | 0.7608 | 否 | 四进程 |
| 4 | 512 | fp16 | - | 0.7615 | 否 | 四进程 |
| 卡数 | batch size | 类型 | Accuracy | 是否打开xla | 进程数 |
| :------: | :------: | :------: | :------: | :------:| -------- |
| 4 | 512 | fp32 | 0.7628 | 否 | 单进程 |
| 4 | 512 | fp16 | 0.7616 | 否 | 单进程 |
| 4 | 512 | fp32 | 0.7608 | 否 | 四进程 |
| 4 | 512 | fp16 | 0.7615 | 否 | 四进程 |
## 历史版本
*
https://developer.hpccube.com/codes/modelzoo/resnet50_tensorflow
## 参考
*
https://github.com/tensorflow/models/tree/master
*
https://www.tensorflow.org/api_docs/python/tf/distribute/MultiWorkerMirroredStrategy
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