diff --git "a/structured_l1_layrewise/img-classification_cifar-10_acc/all_models.json" "b/structured_l1_layrewise/img-classification_cifar-10_acc/all_models.json" --- "a/structured_l1_layrewise/img-classification_cifar-10_acc/all_models.json" +++ "b/structured_l1_layrewise/img-classification_cifar-10_acc/all_models.json" @@ -2,14 +2,13 @@ "AirNet": { "status": "success", "accuracy": 0.0984, - "duration": 161173, + "duration": 154817, "pruning_ratio": 0.3, "params_before": 4905226, "params_after": 2295883, "params_removed": 2609343, "model_size_before_kb": 19161.04, - "model_size_after_kb": 8968.29, - "inference_efficiency": 6.10757e-07 + "model_size_after_kb": 8968.29 }, "AirNext": { "status": "failed" @@ -23,74 +22,68 @@ "DPN68": { "status": "success", "accuracy": 0.1041, - "duration": 144946, + "duration": 151194, "pruning_ratio": 0.3, "params_before": 57162, "params_after": 20586, "params_removed": 36576, "model_size_before_kb": 223.29, - "model_size_after_kb": 80.41, - 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"params_before": 2236682, "params_after": 1060510, "params_removed": 1176172, "model_size_before_kb": 8737.04, - "model_size_after_kb": 4142.62, - "inference_efficiency": 4.87505e-07 + "model_size_after_kb": 4142.62 }, "MobileNetV3": { "status": "success", "accuracy": 0.1047, - "duration": 204663, + "duration": 220332, "pruning_ratio": 0.3, "params_before": 591802, "params_after": 271735, "params_removed": 320067, "model_size_before_kb": 2311.73, - "model_size_after_kb": 1061.46, - "inference_efficiency": 5.11512e-07 + "model_size_after_kb": 1061.46 }, "RegNet": { "status": "failed" @@ -134,14 +125,13 @@ "ResNet": { "status": "success", "accuracy": 0.1003, - "duration": 176341, + "duration": 179879, "pruning_ratio": 0.3, "params_before": 11181642, "params_after": 4166786, "params_removed": 7014856, "model_size_before_kb": 43678.29, - "model_size_after_kb": 16276.51, - "inference_efficiency": 5.68855e-07 + "model_size_after_kb": 16276.51 }, "ShuffleNet": { "status": "failed" @@ -149,14 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