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- {
- "goal": "MINIMIZE",
- "params": [
- {
- "parameterName": "kernel-size-mel",
- "minValue": 2,
- "maxValue": 8,
- "type": "INTEGER"
- },
- {
- "parameterName": "kernel-size-time",
- "minValue": 2,
- "maxValue": 10,
- "type": "INTEGER"
- },
- {
- "parameterName": "pool-size-time",
- "minValue": 1,
- "maxValue": 10,
- "type": "INTEGER"
- },
- {
- "parameterName": "num-layers",
- "minValue": 4,
- "maxValue": 8,
- "type": "INTEGER"
- },
- {
- "parameterName": "num-units",
- "type": "DISCRETE",
- "discreteValues": [
- 256,
- 512
- ]
- },
- {
- "parameterName": "momentum",
- "minValue": 0.8,
- "maxValue": 0.99999,
- "type": "DOUBLE",
- "scaleType": "UNIT_LOG_SCALE"
- },
- {
- "parameterName": "lr",
- "minValue": 0.000001,
- "maxValue": 0.001,
- "type": "DOUBLE",
- "scaleType": "UNIT_LOG_SCALE"
- },
- {
- "parameterName": "dropout-rate",
- "minValue": 0.1,
- "maxValue": 0.5,
- "type": "DOUBLE",
- "scaleType": "UNIT_LINEAR_SCALE"
- },
- {
- "parameterName": "decay",
- "minValue": 0.00001,
- "maxValue": 0.1,
- "type": "DOUBLE",
- "scaleType": "UNIT_LOG_SCALE"
- },
- {
- "parameterName": "l2-regularization",
- "minValue": 0.0001,
- "maxValue": 0.1,
- "type": "DOUBLE",
- "scaleType": "UNIT_LOG_SCALE"
- }
- ],
- "maxTrials": 50,
- "maxParallelTrials": 3,
- "hyperparameterMetricTag": "val_binary_crossentropy",
- "enableTrialEarlyStopping": true
- }
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