From 146521a811be43ae5d1c8469cd2669524266a7bc Mon Sep 17 00:00:00 2001 From: Eduardo Cueto-Mendoza Date: Thu, 22 Aug 2024 16:10:28 +0100 Subject: [PATCH] initial commit --- making_noise.py | 40 +++++++++++++++++++++++++++++++++++++ t10k-images-idx3-ubyte.gz | Bin 0 -> 1602073 bytes t10k-labels-idx1-ubyte.gz | Bin 0 -> 4540 bytes train-images-idx3-ubyte.gz | Bin 0 -> 9630634 bytes train-labels-idx1-ubyte.gz | Bin 0 -> 28902 bytes 5 files changed, 40 insertions(+) create mode 100644 making_noise.py create mode 100644 t10k-images-idx3-ubyte.gz create mode 100644 t10k-labels-idx1-ubyte.gz create mode 100644 train-images-idx3-ubyte.gz create mode 100644 train-labels-idx1-ubyte.gz diff --git a/making_noise.py b/making_noise.py new file mode 100644 index 0000000..f588680 --- /dev/null +++ b/making_noise.py @@ -0,0 +1,40 @@ +import torch +import matplotlib.pyplot as plt +from torchvision import datasets +from torch.utils.data import Dataset +from torch.utils.data import DataLoader +import torchvision.transforms as transforms + + +def get_mnist_loaders(batch_size=128, test_batch_size=1000, perc=1.0): + transform_train = transforms.Compose([ + transforms.RandomCrop(28, padding=4), + transforms.ToTensor(), + transforms.Normalize((0.5,), (0.5,)), + ]) + + transform_test = transforms.Compose([ + transforms.ToTensor(), + transforms.Normalize((0.5,), (0.5,)), + ]) + + train_loader = DataLoader( + datasets.MNIST(root='.data/mnist', train=True, download=True, transform=transform_train), batch_size=batch_size, + shuffle=True, num_workers=2, drop_last=True + ) + + train_eval_loader = DataLoader( + datasets.MNIST(root='.data/mnist', train=True, download=True, transform=transform_test), + batch_size=test_batch_size, shuffle=True, num_workers=2, drop_last=True + ) + + test_loader = DataLoader( + datasets.MNIST(root='.data/mnist', train=False, download=True, transform=transform_test), + batch_size=test_batch_size, shuffle=False, num_workers=2, drop_last=True + ) + + return train_loader, test_loader, train_eval_loader + + +if __name__ == '__main__': + test = get_mnist_loaders() diff --git a/t10k-images-idx3-ubyte.gz b/t10k-images-idx3-ubyte.gz new file mode 100644 index 0000000000000000000000000000000000000000..84332eb0da40e2176e9ac1fc28f2b272b37c0306 GIT binary patch literal 1602073 zcmV(%K;pk2iwFoX&0k&u19UMkYb|MQVP|D?Eoo$UGc9#ud30p}?0p4%6j#^xG(wOB zOK?l^KwBgQN`aCVDORjl@d8DPOKFipihC*UuEC`^Bv_CDA%rAY2nlf`ZhOz!Z)SEk z*_pX#-?w~y`aXr+{+cZN&z-q`j~_uOXe|h}iVK2J(fI#6QhJ=NKK2sDlI(3P z9-o?HttPdbwEH!Nihq$4fw)Xlxx`mRTeWJ{tW-SyNWJ@8@GD6`rDOEpQq_LL#E%H5 zSvGz_Rhy3&Z3(E*{jATaYP0YR1$ERVH6W8iCbB{Dy$4yu!&JkX^%1 z38+O1jZH&*UYo>xOa8a4(J8+k((Bg^;6VpLF3&3Sp@0>~0j6u9Pjldrv%OH@0ch9l zH@ZjV#9!01;7iUV$YbIMJWMV>WrBBMKGZ1_qFNHw+yPb+(D4k|ZqJ9x#X=0VlDq+y z6Hw6PGYeYY@M8HtXsEkbzyT%E(do9ZMLa1X3UVPY@RX0MaVDOb7U-u^=92kY+*79eVn$AzC^GkiQNq;LP5^> zgse6Quanp^@{kmoCfqMbVKeo6$wwZ-ZWL5DI*6?H3vMT|^|*q>!tpB#YN4aC<#^wk zfC>lUG^(1d_wmB-?_Maf4(?VVuo^lYjOIh7Zj#uzD>@N7IF?6hfKI}6x)-h*=!{-E 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