лаба3

.gitignore

@@ -12,4 +12,3 @@ ipython_config.py
 # Remove previous ipynb_checkpoints
 #   git rm -r .ipynb_checkpoints/
 
-tz_itdocs

lab11/ktune/image_classifier/oracle.json

@@ -1 +0,0 @@
-{"ongoing_trials": {}, "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_3", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "learning_rate", "default": 0.0001, "conditions": [], "min_value": 0.0001, "max_value": 0.01, "step": null, "sampling": "log"}}], "values": {"filters_1": 32, "filters_2": 32, "filters_3": 64, "units": 64, "dropout": 0.1, "learning_rate": 0.0001}}, "start_order": ["0", "1", "2", "3", "4"], "end_order": ["0", "1", "2", "3", "4"], "run_times": {"0": 1, "1": 1, "2": 1, "3": 1, "4": 1}, "retry_queue": [], "seed": 1351, "seed_state": 1381, "tried_so_far": ["852885910613effabd19e7761f114940", "aa568221fd3d5a8bfc510fc9f6b84c2b", "2b36dd3e6974a07185ca5ea0c9a3fb69", "508c0bfc6662618d1739bb3e53bb5c48", "290a0611be43796e3ff048d23181896c"], "id_to_hash": {"0": "2b36dd3e6974a07185ca5ea0c9a3fb69", "1": "290a0611be43796e3ff048d23181896c", "2": "aa568221fd3d5a8bfc510fc9f6b84c2b", "3": "852885910613effabd19e7761f114940", "4": "508c0bfc6662618d1739bb3e53bb5c48"}, "display": {"search_start": "2025-08-27T17:16:46.985548", "trial_start": {"0": "2025-08-27T17:16:46.985548", "1": "2025-08-27T17:16:49.690339", "2": "2025-08-27T17:16:54.330711", "3": "2025-08-27T17:16:58.534981", "4": "2025-08-27T17:17:03.694999"}, "trial_number": {"0": 1, "1": 2, "2": 3, "3": 4, "4": 5}}}

lab11/ktune/image_classifier/trial_0/build_config.json

@@ -1 +0,0 @@
-{"input_shape": [null, 128, 128, 3]}

lab11/ktune/image_classifier/trial_0/trial.json

@@ -1 +0,0 @@
-{"trial_id": "0", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_3", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "learning_rate", "default": 0.0001, "conditions": [], "min_value": 0.0001, "max_value": 0.01, "step": null, "sampling": "log"}}], "values": {"filters_1": 32, "filters_2": 64, "filters_3": 64, "units": 192, "dropout": 0.4, "learning_rate": 0.00031510705629096133}}, "metrics": {"metrics": {"accuracy": {"direction": "max", "observations": [{"value": [0.25], "step": 0}]}, "loss": {"direction": "min", "observations": [{"value": [1.9904606342315674], "step": 0}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.2222222238779068], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.6477195024490356], "step": 0}]}}}, "score": 0.2222222238779068, "best_step": 0, "status": "COMPLETED", "message": null}

lab11/ktune/image_classifier/trial_1/build_config.json

@@ -1 +0,0 @@
-{"input_shape": [null, 128, 128, 3]}

lab11/ktune/image_classifier/trial_1/trial.json

@@ -1 +0,0 @@
-{"trial_id": "1", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_3", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "learning_rate", "default": 0.0001, "conditions": [], "min_value": 0.0001, "max_value": 0.01, "step": null, "sampling": "log"}}], "values": {"filters_1": 128, "filters_2": 32, "filters_3": 256, "units": 256, "dropout": 0.1, "learning_rate": 0.004303780203138459}}, "metrics": {"metrics": {"accuracy": {"direction": "max", "observations": [{"value": [0.19285714626312256], "step": 1}]}, "loss": {"direction": "min", "observations": [{"value": [1.6066774129867554], "step": 1}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.2222222238779068], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.6093504428863525], "step": 1}]}}}, "score": 0.2222222238779068, "best_step": 1, "status": "COMPLETED", "message": null}

lab11/ktune/image_classifier/trial_2/build_config.json

@@ -1 +0,0 @@
-{"input_shape": [null, 128, 128, 3]}

lab11/ktune/image_classifier/trial_2/trial.json

@@ -1 +0,0 @@
-{"trial_id": "2", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_3", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "learning_rate", "default": 0.0001, "conditions": [], "min_value": 0.0001, "max_value": 0.01, "step": null, "sampling": "log"}}], "values": {"filters_1": 32, "filters_2": 128, "filters_3": 256, "units": 192, "dropout": 0.30000000000000004, "learning_rate": 0.0002726004495711467}}, "metrics": {"metrics": {"accuracy": {"direction": "max", "observations": [{"value": [0.24285714328289032], "step": 1}]}, "loss": {"direction": "min", "observations": [{"value": [1.714174747467041], "step": 1}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.3333333432674408], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.5475560426712036], "step": 1}]}}}, "score": 0.3333333432674408, "best_step": 1, "status": "COMPLETED", "message": null}

lab11/ktune/image_classifier/trial_3/build_config.json

@@ -1 +0,0 @@
-{"input_shape": [null, 128, 128, 3]}

lab11/ktune/image_classifier/trial_3/trial.json

@@ -1 +0,0 @@
-{"trial_id": "3", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_3", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "learning_rate", "default": 0.0001, "conditions": [], "min_value": 0.0001, "max_value": 0.01, "step": null, "sampling": "log"}}], "values": {"filters_1": 96, "filters_2": 96, "filters_3": 192, "units": 192, "dropout": 0.1, "learning_rate": 0.00010584969461247784}}, "metrics": {"metrics": {"accuracy": {"direction": "max", "observations": [{"value": [0.20714285969734192], "step": 1}]}, "loss": {"direction": "min", "observations": [{"value": [1.622170090675354], "step": 1}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.3055555522441864], "step": 1}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.5702255964279175], "step": 1}]}}}, "score": 0.3055555522441864, "best_step": 1, "status": "COMPLETED", "message": null}

lab11/ktune/image_classifier/trial_4/build_config.json

@@ -1 +0,0 @@
-{"input_shape": [null, 128, 128, 3]}

lab11/ktune/image_classifier/trial_4/trial.json

@@ -1 +0,0 @@
-{"trial_id": "4", "hyperparameters": {"space": [{"class_name": "Int", "config": {"name": "filters_1", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_2", "default": null, "conditions": [], "min_value": 32, "max_value": 128, "step": 32, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "filters_3", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Int", "config": {"name": "units", "default": null, "conditions": [], "min_value": 64, "max_value": 256, "step": 64, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "dropout", "default": 0.1, "conditions": [], "min_value": 0.1, "max_value": 0.5, "step": 0.1, "sampling": "linear"}}, {"class_name": "Float", "config": {"name": "learning_rate", "default": 0.0001, "conditions": [], "min_value": 0.0001, "max_value": 0.01, "step": null, "sampling": "log"}}], "values": {"filters_1": 32, "filters_2": 64, "filters_3": 64, "units": 64, "dropout": 0.4, "learning_rate": 0.002045647481905304}}, "metrics": {"metrics": {"accuracy": {"direction": "max", "observations": [{"value": [0.2142857164144516], "step": 0}]}, "loss": {"direction": "min", "observations": [{"value": [1.7332899570465088], "step": 0}]}, "val_accuracy": {"direction": "max", "observations": [{"value": [0.25], "step": 0}]}, "val_loss": {"direction": "min", "observations": [{"value": [1.5863096714019775], "step": 0}]}}}, "score": 0.25, "best_step": 0, "status": "COMPLETED", "message": null}

lab11/ktune/image_classifier/tuner0.json

@@ -1 +0,0 @@
-{}