file updates

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/oracle.json

+{"ongoing_trials": {}, "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_1", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_2", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_1", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_2", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"filters_1": 32, "kernel_size_1": 3, "filters_2": 32, "kernel_size_2": 3, "units_1": 32, "dropout_1": 0.1, "units_2": 32, "dropout_2": 0.1, "learning_rate": 0.01}}, "start_order": ["00", "01", "02", "03", "04", "05", "06", "07", "08", "09"], "end_order": ["00", "01", "02", "03", "04", "05", "06", "07", "08", "09"], "run_times": {"00": 1, "01": 1, "02": 1, "03": 1, "04": 1, "05": 1, "06": 1, "07": 1, "08": 1, "09": 1}, "retry_queue": [], "seed": 858, "seed_state": 948, "tried_so_far": ["8ce9dbe43a4af7d900349dfb5e6ab6f0", "938907d64db666e879af683a06df4c39", "2b257313d487f5e389237df1f2a75293", "198737b33025c5f3b07db0ab2c413b4b", "c18a6e23db0a8b6a09d4c39f2edf5836", "02d0bd432144d874880ac24b9dc63e91", "7406dbfa4f66428ca0a2fa9a7107fbce", "ab1fe54af82e8066894ca6a7322cc795", "4f25e91236c8f6ddf35332195a0e7ecd", "f1d5edf5318edfc09f288ae80d9766de"], "id_to_hash": {"00": "7406dbfa4f66428ca0a2fa9a7107fbce", "01": "02d0bd432144d874880ac24b9dc63e91", "02": "2b257313d487f5e389237df1f2a75293", "03": "4f25e91236c8f6ddf35332195a0e7ecd", "04": "938907d64db666e879af683a06df4c39", "05": "f1d5edf5318edfc09f288ae80d9766de", "06": "8ce9dbe43a4af7d900349dfb5e6ab6f0", "07": "ab1fe54af82e8066894ca6a7322cc795", "08": "198737b33025c5f3b07db0ab2c413b4b", "09": "c18a6e23db0a8b6a09d4c39f2edf5836"}, "display": {"search_start": "2024-07-01T21:16:48.176387", "trial_start": {"00": "2024-07-01T21:16:48.176387", "01": "2024-07-01T21:17:50.694630", "02": "2024-07-01T21:19:02.266602", "03": "2024-07-01T21:20:01.784332", "04": "2024-07-01T21:20:35.663414", "05": "2024-07-01T21:21:29.170325", "06": "2024-07-01T21:22:02.256369", "07": "2024-07-01T21:22:46.684162", "08": "2024-07-01T21:24:08.832060", "09": "2024-07-01T21:25:56.061102"}, "trial_number": {"00": 1, "01": 2, "02": 3, "03": 4, "04": 5, "05": 6, "06": 7, "07": 8, "08": 9, "09": 10}}}
\ No newline at end of file

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_00/checkpoint

+model_checkpoint_path: "checkpoint"
+all_model_checkpoint_paths: "checkpoint"

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_00/trial.json

+{"trial_id": "00", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_1", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_2", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_1", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_2", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"filters_1": 160, "kernel_size_1": 5, "filters_2": 64, "kernel_size_2": 7, "units_1": 160, "dropout_1": 0.30000000000000004, "units_2": 96, "dropout_2": 0.30000000000000004, "learning_rate": 0.0001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.16513113677501678], "step": 6}]}, "accuracy": {"direction": "max", "observations": [{"value": [0.3782649338245392], "step": 6}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.22999460995197296], "step": 6}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.47280335426330566], "step": 6}]}}}, "score": 0.47280335426330566, "best_step": 6, "status": "COMPLETED", "message": null}
\ No newline at end of file

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_01/checkpoint

+model_checkpoint_path: "checkpoint"
+all_model_checkpoint_paths: "checkpoint"

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_01/trial.json

+{"trial_id": "01", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_1", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_2", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_1", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_2", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"filters_1": 224, "kernel_size_1": 5, "filters_2": 128, "kernel_size_2": 4, "units_1": 96, "dropout_1": 0.30000000000000004, "units_2": 64, "dropout_2": 0.30000000000000004, "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.06430001556873322], "step": 7}]}, "accuracy": {"direction": "max", "observations": [{"value": [0.5261194109916687], "step": 7}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.3206847012042999], "step": 7}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.7991631627082825], "step": 7}]}}}, "score": 0.7991631627082825, "best_step": 7, "status": "COMPLETED", "message": null}
\ No newline at end of file

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_02/checkpoint

+model_checkpoint_path: "checkpoint"
+all_model_checkpoint_paths: "checkpoint"

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_02/trial.json

+{"trial_id": "02", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_1", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_2", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_1", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_2", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"filters_1": 192, "kernel_size_1": 4, "filters_2": 224, "kernel_size_2": 3, "units_1": 256, "dropout_1": 0.4, "units_2": 256, "dropout_2": 0.30000000000000004, "learning_rate": 0.0001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.1829661875963211], "step": 6}]}, "accuracy": {"direction": "max", "observations": [{"value": [0.375], "step": 6}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.23086944222450256], "step": 6}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.569037675857544], "step": 6}]}}}, "score": 0.569037675857544, "best_step": 6, "status": "COMPLETED", "message": null}
\ No newline at end of file

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_03/checkpoint

+model_checkpoint_path: "checkpoint"
+all_model_checkpoint_paths: "checkpoint"

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_03/trial.json

+{"trial_id": "03", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_1", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "kernel_size_2", "default": null, "conditions": [], "min_value": 3, "max_value": 7, "step": 1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_1", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_1", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units_2", "default": null, "conditions": [], "min_value": 32, "max_value": 256, "step": 32, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout_2", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Choice", "config": {"name": "learning_rate", "default": 0.01, "conditions": [], "values": [0.01, 0.001, 0.0001], "ordered": true}}], "values": {"filters_1": 96, "kernel_size_1": 3, "filters_2": 128, "kernel_size_2": 3, "units_1": 192, "dropout_1": 0.1, "units_2": 256, "dropout_2": 0.2, "learning_rate": 0.001}}, "metrics": {"metrics": {"loss": {"direction": "min", "observations": [{"value": [0.0327424630522728], "step": 5}]}, "accuracy": {"direction": "max", "observations": [{"value": [0.7220149040222168], "step": 5}]}, "val_loss": {"direction": "min", "observations": [{"value": [0.40757113695144653], "step": 5}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.723849356174469], "step": 5}]}}}, "score": 0.723849356174469, "best_step": 5, "status": "COMPLETED", "message": null}
\ No newline at end of file

Assignment-3/Week2/CNN Reattempt/hyperparam_tuning/cnn_text_classification/trial_04/checkpoint

+model_checkpoint_path: "checkpoint"
+all_model_checkpoint_paths: "checkpoint"