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NVIDIA
ResNet v1.5 for MXNet
Resource
NVIDIA
ResNet v1.5 for MXNet

With modified architecture and initialization this ResNet50 version gives ~0.5% better accuracy than original.

NameSizeUpdatedActions
benchmark.py
4.86 KBSeptember 21, 2021 UTC
benchmarking.py
1.93 KBSeptember 21, 2021 UTC
dali.py
11.37 KBSeptember 21, 2021 UTC
data.py
15 KBSeptember 21, 2021 UTC
Dockerfile
170 BSeptember 21, 2021 UTC
fit.py
21.19 KBSeptember 21, 2021 UTC
global_metrics.py
2.08 KBSeptember 21, 2021 UTC
imagenet_classes.py
29.86 KBSeptember 21, 2021 UTC
LICENSE
11.09 KBSeptember 21, 2021 UTC
log_utils.py
890 BSeptember 21, 2021 UTC
models.py
20.05 KBSeptember 21, 2021 UTC
README.md
41.09 KBSeptember 21, 2021 UTC
requirements.txt
94 BSeptember 21, 2021 UTC
runner
3.75 KBSeptember 21, 2021 UTC
train.py
2.33 KBSeptember 21, 2021 UTC

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