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@kevinzakka
kevinzakka / data_loader.py
Last active April 19, 2024 23:42
Train, Validation and Test Split for torchvision Datasets
"""
Create train, valid, test iterators for CIFAR-10 [1].
Easily extended to MNIST, CIFAR-100 and Imagenet.
[1]: https://discuss.pytorch.org/t/feedback-on-pytorch-for-kaggle-competitions/2252/4
"""
import torch
import numpy as np
@mjdietzx
mjdietzx / ResNeXt_pytorch.py
Created May 3, 2017 18:32
pyt🔥rch implementation of ResNeXt
import torch
from torch.autograd import Variable
import torch.nn as nn
class Bottleneck(nn.Module):
cardinality = 32 # the size of the set of transformations
def __init__(self, nb_channels_in, nb_channels, nb_channels_out, stride=1):
super().__init__()