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update models JSON with statistics
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@HarborneD
HarborneD committed Sep 10, 2018
1 parent d2af443 commit 671a3c2
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Showing 9 changed files with 70 additions and 105 deletions.
175 changes: 70 additions & 105 deletions models/models.json
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Original file line number Diff line number Diff line change
Expand Up @@ -33,29 +33,29 @@
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":400,
"training_time":8118.97,
"training_steps":0.30
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.68,
"training_time":1664,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.78,
"training_time":1805,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.82,
"training_time":696,
"training_steps":400
}
],
"layers":[
Expand All @@ -80,29 +80,29 @@
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":400,
"training_time":8119,
"training_steps":0.30
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.68,
"training_time":1664,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.78,
"training_time":1805,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.82,
"training_time":696,
"training_steps":400
}
],
"layers":[
Expand All @@ -127,29 +127,29 @@
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.2,
"training_time":9697,
"training_steps":1000
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.68,
"training_time":730,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.8,
"training_time":760,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.73,
"training_time":1950,
"training_steps":400
}
],
"layers":[
Expand All @@ -171,32 +171,25 @@
"script_name":"inception_v3_imagenet",
"class_name":"InceptionV3Imagenet",
"trained_on":[
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.73,
"training_time":538,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.67,
"training_time":578,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.6,
"training_time":1181,
"training_steps":400
}
],
"layers":[
Expand All @@ -218,32 +211,25 @@
"script_name":"inception_resnet_v2_imagenet",
"class_name":"InceptionResNetV2Imagenet",
"trained_on":[
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.63,
"training_time":300,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.63,
"training_time":1770,
"training_steps":500
},
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.64,
"training_time":5214,
"training_steps":1000
}
],
"layers":[
Expand All @@ -265,32 +251,25 @@
"script_name":"mobilenet_imagenet",
"class_name":"MobileNetImagenet",
"trained_on":[
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.58,
"training_time":344,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
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"test_accuracy":0.75,
"training_time":420,
"training_steps":400
},
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.75,
"training_time":1185,
"training_steps":400
}
],
"layers":[
Expand All @@ -312,32 +291,18 @@
"script_name":"xception_imagenet",
"class_name":"XceptionImagenet",
"trained_on":[
{"dataset_name":"CIFAR-10",
"model_path":"saved_models/cifar-10",
"training_allocation_path":"dataset_csvs/cifar-10.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
},
{"dataset_name":"Gun Wielding Image Classification",
"model_path":"saved_models/gun_wielding_image_classification",
"training_allocation_path":"dataset_csvs/wielder_non-wielder_train_split.csv",
"test_accuracy":0,
"training_time":0,
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},
{"dataset_name":"Traffic Congestion Image Classification (Resized)",
"model_path":"saved_models/traffic_congestion_image_classification_(resized)",
"training_allocation_path":"dataset_csvs/traffic_congestion_image_classification_(resized)_train_split.csv",
"test_accuracy":0,
"training_time":0,
"training_steps":0
},
"test_accuracy":0.6,
"training_time":4175,
"training_steps":400
}
{"dataset_name":"Traffic Congestion Image Classification",
"model_path":"saved_models/traffic_congestion_image_classification",
"test_accuracy":0,
"training_time":0,
"training_steps":0
"test_accuracy":0.7,
"training_time":1804,
"training_steps":400
}
],
"layers":[
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