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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 KBMarch 2, 2022 UTC
benchmarking.py
1.93 KBMarch 2, 2022 UTC
dali.py
11.37 KBMarch 2, 2022 UTC
data.py
15 KBMarch 2, 2022 UTC
Dockerfile
170 BMarch 2, 2022 UTC
fit.py
21.19 KBMarch 2, 2022 UTC
global_metrics.py
2.08 KBMarch 2, 2022 UTC
imagenet_classes.py
29.86 KBMarch 2, 2022 UTC
LICENSE
11.09 KBMarch 2, 2022 UTC
log_utils.py
890 BMarch 2, 2022 UTC
models.py
20.05 KBMarch 2, 2022 UTC
README.md
41.09 KBMarch 2, 2022 UTC
requirements.txt
58 BMarch 2, 2022 UTC
runner
3.75 KBMarch 2, 2022 UTC
train.py
2.33 KBMarch 2, 2022 UTC

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