NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
efficientnet-b4 pretrained weights (PyTorch, AMP, ImageNet)
Model
NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
efficientnet-b4 pretrained weights (PyTorch, AMP, ImageNet)

efficientnet-b4 ImageNet pretrained weights

1 Version
20.12.0_ampSelected
09/22/2022 6:01 PM UTC74.5 MBAccuracy: 0400 EpochsBatch Size: 64GPU: A100
architecture
KeyValue
typeefficientnet-b4
performance
KeyValue
val_top182.968
val_top596.404
training
KeyValue
data_backendpytorch
model_configfanin-sd0.8
batch_size64
data/dev/shm/imagenet
num_classes1000
image_size380
run_epochs80
optimizer_batch_size4096
archefficientnet-b4
workers16
epochs400
early_stopping_patience-1