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fast_is_better_than_free_cifar10's Introduction

Fast is Better Than Free: CIFAR10

Requirements:

Python 3.6

Install the required packages:

$ pip install -r requirements.txt

Follow the instructions below to install apex:

$ git clone https://github.com/NVIDIA/apex
$ cd apex
$ pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./

Clone the cifar10-fast repository:

$ git clone https://github.com/davidcpage/cifar10-fast.git

Trained model weights

Trained model weights can be found here: https://drive.google.com/open?id=1W2zGHyxTPgHhWln1kpHK5h-HY9kwfKfl

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fast_is_better_than_free_cifar10's Issues

Cannot run train_cifar.py successfully

Hello, I got an error while running train_cifar.py
The error mainly appears on the following code:(Line 119)

train_set = list(zip(transpose(normalise(pad(dataset['train']['data'], 4))),
        dataset['train']['labels']))

This seems to be missing a few parameters, In cifar10-fast/core.py file

def normalise(x, mean, std):      # Line 68 
    return (x - mean) / std       # mean and std are missing when main function is called

@singledispatch
def transpose(x, source, target): # Line 89
    raise NotImplementedError     # source and target are missing when main function is called

How should it be modified? Why not read the images directly with torchvision? Looking forward to your reply.

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