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mnist.json
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mnist.json
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{
"name": "MNIST",
"n_gpu": 1,
"arch": {
"type": "MNIST_VAE",
"args": {}
},
"data_loader": {
"type": "MnistDataLoader",
"args":{
"data_dir": "mnist_data/",
"batch_size": 64,
"shuffle": true,
"validation_split": 0,
"num_workers": 1
}
},
"optimizer": {
"type": "Adam",
"args":{
"lr": 0.001
}
},
"loss": "WiSE_UB2",
"metrics": [
"kl_div", "reconstruct"
],
"lr_scheduler": {
"type": "StepLR",
"args": {
"step_size": 60,
"gamma": 0.5
}
},
"trainer": {
"epochs": 30,
"save_dir": "mnist_saved/",
"save_period": 10,
"verbosity": 2,
"monitor": "off",
"early_stop": 0,
"tensorboardX": true,
"sample_size": 2
}
}