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Jul 21st, 2018
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  1. BATCHS_IN_EPOCH = 100
  2. BATCH_SIZE = 10
  3. EPOCHS = 200 # the stream is infinite so one epoch will be defined as BATCHS_IN_EPOCH * BATCH_SIZE
  4. GENERATOR_TRAINING_FACTOR = 10 # for every training of the disctiminator we'll train the generator 10 times
  5. LEARNING_RATE = 0.0007
  6. TEMPERATURE = 0.001 # we use a constant, but for harder problems we should anneal it
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