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a |
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b/experiments/base_model/params.json |
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{ |
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"learning_rate": 5e-3, |
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"wd": 0.0, |
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"optimizer": "adam", |
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"momentum": 0.0, |
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"batch_size": 200, |
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"num_epochs": 5000, |
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"dropout_rate": 0.25, |
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"num_fc": 2, |
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"save_summary_steps": 5, |
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"num_workers": 0, |
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"size": 51, |
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"bottleneck_loss": true, |
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"bn_loss_type": "regressor-least-squares", |
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"bn_place": "single-regressor", |
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"bottleneck_loss_wt": 1, |
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"bn_loss_lag_epochs": -1, |
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"bn_loss_margin_type": "dynamic-mean", |
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"bn_loss_margin": 0.0, |
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"regressor_z_dim": 5, |
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"regressor_x_dim": 1, |
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"size_measurement": "area", |
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"size_offset": 5, |
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"alpha": 1.0, |
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"loss_x_type": "least-squares", |
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"multi_task": true, |
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"conditioning_place": "regressor", |
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"suppress_t_epochs": -1, |
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"lr_t_factor": 1, |
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"speedup_intercept": true, |
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"do_least_squares": true, |
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"monitor_train_tensors": false, |
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"save_bn_activations": false, |
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"save_preds": false |
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} |