# resnet-protofiles

**Repository Path**: EastMa/resnet-protofiles

## Basic Information

- **Project Name**: resnet-protofiles
- **Description**: Caffe Protofiles for MSRA ResNet: train prototxt
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2019-11-09
- **Last Updated**: 2020-12-20

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

Current config for 8 GPUs with 32 mini-batch size each.

The layer names are designed to match MSRA released pre-trained models to allow for finetuning. You may need to enable/disable bias on `conv1` to use these prototxts with some pretrained models. 

Running the ResNet-50 as-is gets a few percent lower accuracy than MSRA if done without random reshape & crop.