@@ -28,12 +28,12 @@ The content of the repository is maintained by NVIDIA and is tested against each
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* [ Benchmarking] ( #benchmarking )
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* [ Training performance benchmark] ( #training-performance-benchmark )
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- * [ Inference performance benchmark] ( #inference-performance-benchmark ) )
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+ * [ Inference performance benchmark] ( #inference-performance-benchmark )
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* [ Results] ( #results )
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- * [ Training accuracy results for EfficientNet v1-B0] ( #training-results-for-efficientnet-v1-b0 )
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+ * [ Training accuracy results for EfficientNet v1-B0] ( #training-accuracy- results-for-efficientnet-v1-b0 )
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* [ Training accuracy: NVIDIA DGX A100 (8x A100 80GB)] ( #training-accuracy-nvidia-dgx-a100-8x-a100-80gb )
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* [ Training accuracy: NVIDIA DGX-1 (8x V100 32GB)] ( #training-accuracy-nvidia-dgx-1-8x-v100-32gb )
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- * [ Training accuracy results for EfficientNet v1-B4] ( #training-results-for-efficientnet-v1-b4 )
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+ * [ Training accuracy results for EfficientNet v1-B4] ( #training-accuracy- results-for-efficientnet-v1-b4 )
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* [ Training accuracy: NVIDIA DGX A100 (8x A100 80GB)] ( #training-accuracy-nvidia-dgx-a100-8x-a100-80gb )
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* [ Training accuracy: NVIDIA DGX-1 (8x V100 32GB)] ( #training-accuracy-nvidia-dgx-1-8x-v100-32gb )
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* [ Training performance results for EfficientNet v1-B0] ( #training-performance-results-for-efficientnet-v1-b0 )
@@ -446,7 +446,7 @@ Our results were obtained by running the training scripts in the tensorflow:21.0
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| 8 | 4504 | 4880 | 1.08 | 5.99 | 5.62 |
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| 32 | 15309 | 18424 | 1.20 | 20.36 | 21.23 |
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- #### Training performance results for EfficientNet v1-B0
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+ #### Training performance results for EfficientNet v1-B4
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##### Training performance: NVIDIA DGX A100 (8x A100 80GB)
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| GPUs | Throughput - TF32 | Throughput - mixed precision | Throughput speedup (TF32 - mixed precision) | Weak scaling - TF32 | Weak scaling - mixed precision |
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|-----|------------------------|---------------------------------|-----------------------------------------------|------------------------|----------------------------------|
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