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ModelZoo
ResNet50_tensorflow
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6959d320
Unverified
Commit
6959d320
authored
Apr 08, 2022
by
Duncan Riach
Committed by
GitHub
Apr 08, 2022
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Fix link(s) to NVIDIA EfficientNet implementations (#10585)
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6959d320
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@@ -19,7 +19,7 @@ This repository provides a curated list of the GitHub repositories with machine
|
[
ResNet 101
](
https://github.com/IntelAI/models/tree/master/benchmarks/image_recognition/tensorflow/resnet101
)
|
[
Deep Residual Learning for Image Recognition
](
https://arxiv.org/pdf/1512.03385
)
| • Int8 Inference
<br/>
• FP32 Inference |
[
Intel
](
https://github.com/IntelAI
)
|
|
[
ResNet 50
](
https://github.com/IntelAI/models/tree/master/benchmarks/image_recognition/tensorflow/resnet50
)
|
[
Deep Residual Learning for Image Recognition
](
https://arxiv.org/pdf/1512.03385
)
| • Int8 Inference
<br/>
• FP32 Inference |
[
Intel
](
https://github.com/IntelAI
)
|
|
[
ResNet 50v1.5
](
https://github.com/IntelAI/models/tree/master/benchmarks/image_recognition/tensorflow/resnet50v1_5
)
|
[
Deep Residual Learning for Image Recognition
](
https://arxiv.org/pdf/1512.03385
)
| • Int8 Inference
<br/>
• FP32 Inference
<br/>
• FP32 Training |
[
Intel
](
https://github.com/IntelAI
)
|
|
[
Efficient
N
et
](
https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow2/Classification/ConvNets/efficientnet
)
|
[
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
](
https://arxiv.org/pdf/1905.11946.pdf
)
| • Automatic mixed precision
<br/>
• Horovod Multi-GPU training (NCCL)
<br/>
• Multi-node training on a Pyxis/Enroot Slurm cluster
<br/>
• XLA |
[
NVIDIA
](
https://github.com/NVIDIA
)
|
| E
fficientNet
[
v1
](
https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow2/Classification/ConvNets/e
fficient
n
et
_v1
)
[
v2
]
(https://github.com/NVIDIA/DeepLearningExamples/tree/master/TensorFlow2/Classification/ConvNets/efficientnet
_v2
) |
[
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
](
https://arxiv.org/pdf/1905.11946.pdf
)
| • Automatic mixed precision
<br/>
• Horovod Multi-GPU training (NCCL)
<br/>
• Multi-node training on a Pyxis/Enroot Slurm cluster
<br/>
• XLA |
[
NVIDIA
](
https://github.com/NVIDIA
)
|
### Object Detection
...
...
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