From 16a3b063ca284dccad7da0c332cbad56d7101360 Mon Sep 17 00:00:00 2001 From: Aayush Garg Date: Thu, 5 May 2022 10:24:46 +0530 Subject: [PATCH] Update Readme.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 38ce592..a5b8f02 100644 --- a/README.md +++ b/README.md @@ -1,13 +1,13 @@ # Template codes for Deep learning with Pytorch This repo provides different pytorch implementation for training a deep learning model. It uses a simple classification task example for [CIFAR10 Dataset](https://www.cs.toronto.edu/~kriz/cifar.html) to show: - 1. A simple vanilla, [single-GPU implementation](#single-gpu-pytorch-implementation) - 2. A [multi-GPU, distributed data parallel implementation](multi-gpu-pytorch-implementation) - 3. A [Pytorch-ligtning implementation](pytorch-ligtning-implementation) along with tracking and visualization in TensorBoard - 4. A [Pytorch-ligtning Hydra implementation](pytorch-ligtning-hydra-implementation) for rapid experimentation and prototyping using new models/datasets + 1. A simple vanilla, [single-GPU implementation](#single-gpu-implementation) + 2. A [multi-GPU implementation](#multi-gpu-implementation) using Distrbuted data parallel + 3. A [Pytorch-ligtning implementation](#pytorch-lightning-implementation) along with tracking and visualization in TensorBoard + 4. A [Pytorch-ligtning Hydra implementation](#pytorch-lightning-hydra-implementation) for rapid experimentation and prototyping using new models/datasets # Single-GPU implementation -# Multi-GPU distributed data parallel implementation +# Multi-GPU implementation # Pytorch-lightning implementation