Resource
ResNet with bottleneck 3x3 Convolutions substituted by 3x3 Grouped Convolutions.
Use the NGC CLI to download:
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The following section lists the requirements that you need to meet in order to use the ResNext101-32x4d model.
Requirements
This repository contains Dockerfile which extends the TensorFlow NGC container and encapsulates all dependencies. Aside from these dependencies, ensure you have the following software:
- NVIDIA Docker
- TensorFlow 20.06-tf1-py3 NGC container
- GPU-based architecture:
For more information about how to get started with NGC containers, see the following sections from the NVIDIA GPU Cloud Documentation and the Deep Learning Documentation:
- Getting Started Using NVIDIA GPU Cloud,
- Accessing And Pulling From The NGC container registry,
- Running TensorFlow.
For those unable to use the TensorFlow NGC container to set up the required environment or create your own container, see the versioned NVIDIA Container Support Matrix.