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dcuai
dlexamples
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201307f5
Commit
201307f5
authored
Dec 28, 2022
by
sunxx1
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修改首页readme
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201307f5
...
@@ -12,9 +12,9 @@ DCU深度学习样例
...
@@ -12,9 +12,9 @@ DCU深度学习样例
| 框架 | 版本 | DCU | 精度 | 多DCU | 支持网络 | 代码位置
| 框架 | 版本 | DCU | 精度 | 多DCU | 支持网络 | 代码位置
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | ResNet50/VGG16/Inception-V3/MobileNet-V2 |
[
classfication
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/ComputeVision/Classification
)
|
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes | ResNet50/VGG16/Inception-V3/MobileNet-V2 |
[
classfication
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/ComputeVision/Classification
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes | ResNet50/VGG16/Inception-V3 |
[
classfication
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/Classification
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes | ResNet50/VGG16/Inception-V3 |
[
classfication
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/Classification
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | ResNet50/Vgg16/Inception-V3/MobileNet-V2 |
[
classfication
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Accuracy_Validation/ResNet50
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes | ResNet50/Vgg16/Inception-V3/MobileNet-V2 |
[
classfication
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Accuracy_Validation/ResNet50
)
|
<br>
<br>
...
@@ -22,14 +22,14 @@ DCU深度学习样例
...
@@ -22,14 +22,14 @@ 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 |
[
YOLO-V3
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Detection/YOLOv3
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes |
[
YOLO-V3
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Detection/YOLOv3
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes |
[
Mask-Rcnn
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Detection/MaskRCNN
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes |
[
Mask-Rcnn
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Detection/MaskRCNN
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes |
[
SSD
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Detection/SSD
)
|
| TensorFlow | v2.7 | Yes | FP32/FP16 | Yes |
[
SSD
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow2x/ComputeVision/Detection/SSD
)
|
| PyTorch | v1.10 | Yes | FP32 | Yes |
[
Faster-Rcnn
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/Faster-rcnn
)
|
| PyTorch | v1.10 | Yes | FP32 | Yes |
[
Faster-Rcnn
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/Faster-rcnn
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
YOLO-V3
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/YOLOv3
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
YOLO-V3
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/YOLOv3
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
YOLO-V5
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/yolov5
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
YOLO-V5
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/yolov5
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Mask-Rcnn
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/MaskRCNN/vision
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Mask-Rcnn
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/MaskRCNN/vision
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
SSD
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/ssd
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
SSD
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Compute-Vision/Objection/ssd
)
|
<br>
<br>
...
@@ -38,8 +38,8 @@ DCU深度学习样例
...
@@ -38,8 +38,8 @@ 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.
50.24
/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
)
|
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes |
[
VNet
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/TensorFlow/ComputeVision/Segmentation/VNet
)
|
<br>
<br>
...
@@ -47,15 +47,15 @@ DCU深度学习样例
...
@@ -47,15 +47,15 @@ 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 | 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.
50.24
/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.
50.24
/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.
50.24
/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
)
|
| TensorFlow | v1.15 | Yes | FP32/FP16 | Yes |
[
Transformer-XL
](
http://10.0.
50.24
/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.
50.24
/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.
50.24
/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.
50.24
/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
)
|
| PyTorch | v1.10 | Yes | FP16 | Yes |
[
Conformer
](
http://10.0.
50.24
/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
)
|
| Deepspeed | v0.6.3 | Yes | FP32/FP16 | Yes |
[
GPT2
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/Deepspeed
)
|
<br>
<br>
...
@@ -64,10 +64,10 @@ DCU深度学习样例
...
@@ -64,10 +64,10 @@ 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 |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
FastPitch
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/FastPitch
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
FastPitch
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/FastPitch
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Tacotron2
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/Tacotron2
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Tacotron2
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/Tacotron2
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
FastSpeech2
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/FastSpeech2
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
FastSpeech2
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/FastSpeech2
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
ECAPA-TDNN
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/ECAPA-TDNN
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
ECAPA-TDNN
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/PyTorch/Speech/ECAPA-TDNN
)
|
...
@@ -77,9 +77,9 @@ DCU深度学习样例
...
@@ -77,9 +77,9 @@ 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 |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Ncf
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/add_Recommendation/PyTorch/Recommendation/NCF
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Ncf
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/add_Recommendation/PyTorch/Recommendation/NCF
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Dlrm
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/add_Recommendation/PyTorch/Recommendation/dlrm
)
|
| PyTorch | v1.10 | Yes | FP32/FP16 | Yes |
[
Dlrm
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/add_Recommendation/PyTorch/Recommendation/dlrm
)
|
| Tensorflow | v1.15 | Yes | FP32/FP16 | Yes |
[
Vae-Cf
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/add_Recommendation/PyTorch/Recommendation/VAE-CF
)
|
| Tensorflow | v1.15 | Yes | FP32/FP16 | Yes |
[
Vae-Cf
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/add_Recommendation/PyTorch/Recommendation/VAE-CF
)
|
| Tensorflow | v2.7 | Yes | FP32/FP16 | Yes |
[
WideAndDeep
](
)
|
| Tensorflow | v2.7 | Yes | FP32/FP16 | Yes |
[
WideAndDeep
](
)
|
...
@@ -89,8 +89,8 @@ DCU深度学习样例
...
@@ -89,8 +89,8 @@ DCU深度学习样例
| 类别 | 版本 | DCU | 精度 | 多DCU | 支持网络 | 代码位置
| 类别 | 版本 | DCU | 精度 | 多DCU | 支持网络 | 代码位置
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| :----------: | :----------: | :----------: | :----------: | :----------: | :----------: | :----------: |
| mmcls | v0.12.0 | Yes | FP32/FP16 | Yes | ResNet18/ResNet34/ResNet50/ResNet152/Vgg11/SeresNet50/ResNext50/MobileNet-v2/ShuffleNet-v1/ShuffleNet-v2 |
[
mmclassfication
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmclassification-speed-benchmark
)
|
| mmcls | v0.12.0 | Yes | FP32/FP16 | Yes | ResNet18/ResNet34/ResNet50/ResNet152/Vgg11/SeresNet50/ResNext50/MobileNet-v2/ShuffleNet-v1/ShuffleNet-v2 |
[
mmclassfication
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmclassification-speed-benchmark
)
|
| mmdet | v2.13.0 | Yes | FP32/FP16 | Yes | Faster-Rcnn/Mask-Rcnn/Double-Heads/Cascade-Mask-Rcnn/ResNest/Dcn/RetinaNet/VfNet/Ssd/Yolov3 |
[
mmdetection
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmdetection-speed_xinpian
)
|
| mmdet | v2.13.0 | Yes | FP32/FP16 | Yes | Faster-Rcnn/Mask-Rcnn/Double-Heads/Cascade-Mask-Rcnn/ResNest/Dcn/RetinaNet/VfNet/Ssd/Yolov3 |
[
mmdetection
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmdetection-speed_xinpian
)
|
| mmpose | v0.16.0 | Yes | FP32/FP16 | Yes | ResNet50-Top-Down/ResNet50-Bottom-Up/HrNet-Top-Down |
[
mmpose
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmpose-speed_test
)
|
| mmpose | v0.16.0 | Yes | FP32/FP16 | Yes | ResNet50-Top-Down/ResNet50-Bottom-Up/HrNet-Top-Down |
[
mmpose
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmpose-speed_test
)
|
| mmseg | v0.21.1 | Yes | FP32/FP16 | Yes | PspNet-R50/DeepLab-V3-R50/Fcn-R50/UperNet-R50/DeepLab-V3plus-R50 |
[
mmsegmentation
](
http://10.0.
100.3
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmsegmentation
)
|
| mmseg | v0.21.1 | Yes | FP32/FP16 | Yes | PspNet-R50/DeepLab-V3-R50/Fcn-R50/UperNet-R50/DeepLab-V3plus-R50 |
[
mmsegmentation
](
http://10.0.
50.24
/dcutoolkit/deeplearing/dlexamples_new/-/tree/main/openmmlab_test/mmsegmentation
)
|
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