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trainingInput:
scaleTier: CUSTOM
masterType: standard
workerCount: 1
workerType: cloud_tpu
hyperparameters:
goal: MAXIMIZE
enableTrialEarlyStopping: true
hyperparameterMetricTag: top_5_accuracy
maxTrials: 32
maxParallelTrials: 2
params:
- parameterName: base_learning_rate
type: DOUBLE
scaleType: UNIT_REVERSE_LOG_SCALE
minValue: 0.02
maxValue: 0.5
- parameterName: momentum
type: DOUBLE
scaleType: UNIT_LINEAR_SCALE
minValue: 0.1
maxValue: 1.0
- parameterName: weight_decay
type: DOUBLE
scaleType: UNIT_LINEAR_SCALE
minValue: 0.00002
maxValue: 0.0005
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