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September 6, 2020 14:57
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Save himanshurawlani/913cf674e5c4fdf1e031ec1083015874 to your computer and use it in GitHub Desktop.
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| { | |
| "lr": hp.choice("lr", [0.0001, 0.001, 0.01, 0.1]), | |
| "batch_size": hp.choice("batch_size", [8, 16, 32, 64]), | |
| "use_contrast": hp.choice("use_contrast", ["True", "False"]), | |
| "contrast_factor": hp.choice("contrast_factor", [0.1, 0.2, 0.3, 0.4]), | |
| "use_rotation": hp.choice("use_rotation", ["True", "False"]), | |
| "rotation_factor": hp.choice("rotation_factor", [0.1, 0.2, 0.3, 0.4]), | |
| "use_flip": hp.choice("use_flip", ["True", "False"]), | |
| "flip_mode": hp.choice("flip_mode", ["horizontal", "vertical"]), | |
| "dropout_rate": hp.choice("dropout_rate", [0.1, 0.2, 0.3, 0.4, 0.5]), | |
| "conv_block1_filters": hp.choice("conv_block1_filters", [32, 64, 128, 256, 512]), | |
| "conv_block2_filters": hp.choice("conv_block2_filters", [32, 64, 128, 256, 512]), | |
| "conv_block3_filters": hp.choice("conv_block3_filters", [32, 64, 128, 256, 512]), | |
| "conv_block4_filters": hp.choice("conv_block4_filters", [32, 64, 128, 256, 512]), | |
| "conv_block5_filters": hp.choice("conv_block5_filters", [32, 64, 128, 256, 512]), | |
| "fc_layer_type": hp.choice("fc_layer_type", ["dense", "convolution"]), | |
| "pool_type": hp.choice("pool_type", ["max", "average"]), | |
| "fc1_units": hp.choice("fc1_units", [32, 64, 128, 256, 512]) | |
| } |
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