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cifar100_make_original.lua · GitHub
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October 25, 2016 10:08
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require 'xlua' | |
require 'sys' | |
local matio = require 'matio' | |
local data = {} | |
local labels = {} | |
local train_data = matio.load'./cifar-100-matlab/train.mat' | |
local test_data = matio.load'./cifar-100-matlab/test.mat' | |
local n_train = train_data.fine_labels:numel() | |
local n_test = test_data.fine_labels:numel() | |
local dataset = { | |
trainData = { | |
data = train_data.data:clone():view(-1,3,32,32), | |
labels = train_data.fine_labels:squeeze() + 1, | |
size = function() return n_train end, | |
}, | |
testData = { | |
data = test_data.data:clone():view(-1,3,32,32), | |
labels = test_data.fine_labels:squeeze() + 1, | |
size = function() return n_test end, | |
} | |
} | |
print(dataset) | |
print(dataset.trainData.labels:max()) | |
print(dataset.testData.labels:max()) | |
torch.save('cifar100_original.t7', dataset) |
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