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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 KBAugust 4, 2021 UTC
benchmarking.py
1.93 KBAugust 4, 2021 UTC
dali.py
11.09 KBAugust 4, 2021 UTC
data.py
15 KBAugust 4, 2021 UTC
Dockerfile
170 BAugust 4, 2021 UTC
fit.py
21.08 KBAugust 4, 2021 UTC
global_metrics.py
2.08 KBAugust 4, 2021 UTC
imagenet_classes.py
29.86 KBAugust 4, 2021 UTC
LICENSE
11.09 KBAugust 4, 2021 UTC
log_utils.py
890 BAugust 4, 2021 UTC
models.py
20.05 KBAugust 4, 2021 UTC
README.md
41.09 KBAugust 4, 2021 UTC
requirements.txt
94 BAugust 4, 2021 UTC
runner
3.75 KBAugust 4, 2021 UTC
train.py
2.33 KBAugust 4, 2021 UTC

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