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...@@ -39,6 +39,7 @@ DCU深度学习样例 ...@@ -39,6 +39,7 @@ DCU深度学习样例
| 框架 | 版本 | DCU | 精度 | 多DCU | 代码位置 | | 框架 | 版本 | DCU | 精度 | 多DCU | 代码位置 |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: | | :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes | [UNet](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Segmentation/UNet) | | TensorFlow | v2.7 | Yes | FP32/FP16 | Yes | [UNet](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Segmentation/UNet) |
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | [VNet](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/ComputeVision/Segmentation/VNet) |
<br> <br>
...@@ -49,9 +50,12 @@ DCU深度学习样例 ...@@ -49,9 +50,12 @@ DCU深度学习样例
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | [Bert](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/NLP/Bert) | | TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | [Bert](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/NLP/Bert) |
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes | [Bert](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/NLP/BERT/official) | | TensorFlow | v2.7 | Yes | FP32/FP16 | Yes | [Bert](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/NLP/BERT/official) |
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | [Transformer](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/NLP/Transformer_mlperf) | | TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | [Transformer](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/NLP/Transformer_mlperf) |
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | [Transformer-XL](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/NLP/transformer-xl-master) |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [Bert](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/BERT) | | PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [Bert](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/BERT) |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [GNMT](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/gnmt) | | PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [GNMT](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/gnmt) |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [Transformer](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/Transformer) | | PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [Transformer](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/Transformer) |
| PyTorch | v1.10 | Yes | FP16 | Yes | [Conformer](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/NLP/Conformer-main) |
| Deepspeed | v0.6.3 | Yes | FP32/FP16 | Yes | [GPT2](http://10.0.100.3/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/Deepspeed) |
<br> <br>
...@@ -66,3 +70,13 @@ DCU深度学习样例 ...@@ -66,3 +70,13 @@ DCU深度学习样例
<br> <br>
## Recommendation
| 框架 | 版本 | DCU | 精度 | 多DCU | 代码位置 |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [Ncf]() |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | [Dlrm]() |
| Tensorflow | v1.15 | Yes | FP32/FP16 | Yes | [Vae-Cf]() |
| Tensorflow | v1.15 | Yes | FP32/FP16 | Yes | [Ncf]() |
| Tensorflow | v2.7 | Yes | FP32/FP16 | Yes | [WideAndDeep]() |
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