| { | |
| "train_env": "TID2013", | |
| "s3_bucket": "ds-hotel-image-assessment", | |
| "docker_image": "idealo/nima-gpu", | |
| "base_model_name": "MobileNet", | |
| "existing_weights": null, | |
| "n_classes": 10, | |
| "batch_size": 64, | |
| "epochs_train_dense": 25, | |
| "learning_rate_dense": 0.001, | |
| "decay_dense": 0, | |
| "epochs_train_all": 25, | |
| "learning_rate_all": 0.0000003, | |
| "decay_all": 0, | |
| "dropout_rate": 0.75, | |
| "multiprocessing_data_load": true, | |
| "num_workers_data_load": 8, | |
| "img_format": "bmp" | |
| } | |