NVIDIA Deep Learning Examples
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Model
NVIDIA Deep Learning Examples
EfficientNet-V1-B0 checkpoint (TensorFlow2, AMP, Imagenet)EfficientNet v1 B0 trained on DGX1-V100 with batch_size=4096
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1 Version
21.09.1_ampSelected09/22/2022 6:00 PM UTC81.28 MBAccuracy: 0.7769500 EpochsBatch Size: 0GPU: V100Copied!
21.09.1_ampSelected
09/22/2022 6:00 PM UTC81.28 MBAccuracy: 0.7769500 EpochsBatch Size: 0GPU: V100
Copied!
architecture
| Key | Value |
|---|---|
| task | Classification |
| type | B0 |
performance
| Key | Value |
|---|---|
| accuracy | 0.7769 |
training
| Key | Value |
|---|---|
| global_batch_size | 4096 |
| LR | 0.16 |
| training_precision | AMP |
| epochs | 500 |
| dataset | ImageNet |
| warmup_epochs | 5 |