Pytorch Dataset Example
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Pytorch Dataset Example
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For example data should be read from database or disk and you only want to keep a few samples in memory rather than prefetch everything Another example is to perform real time preprocessing of data such as random augmentation that is common in image tasks To use Dataset class you just subclass from it and implement two member Example Python3 import torch import torchvision from torch utils data import Dataset DataLoader import numpy as np import math class HeartDataSet def init self data1 np loadtxt heart csv delimiter dtype np float32 skiprows 1 self x torch from numpy data1 13 self y torch from numpy data1 13
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