{ "SETTING": "normal", "CLASSES": ["plane", "car", "bird", "cat", "deer", "dog", "frog", "horse", "ship", "truck"], "DATASET": "cifar10", "EPOCH_START": 1, "EPOCH_END": 200, "EPOCH_PERIOD": 1, "GPU":0, "TRAINING": { "NET": "resnet18", "loader_tr_args": {"batch_size": 128, "num_workers": 1}, "loader_te_args": {"batch_size": 1000, "num_workers": 1}, "optimizer_args": {"lr": 0.1, "momentum": 0.9, "weight_decay": 5e-4}, "num_class": 10, "train_num": 50000, "test_num": 10000, "milestone":[160] }, "VISUALIZATION":{ "S_LAMBDA":1, "PREPROCESS":0, "BOUNDARY":{ "B_N_EPOCHS": 0, "L_BOUND":0.6 }, "INIT_NUM":300, "ALPHA":0, "BETA":0.1, "MAX_HAUSDORFF":0.4, "LAMBDA": 1.0, "HIDDEN_LAYER":4, "ENCODER_DIMS": [512,256,256,256,256,2], "DECODER_DIMS": [2,256,256,256,256,512], "N_NEIGHBORS":15, "MAX_EPOCH": 20, "S_N_EPOCHS": 5, "T_N_EPOCHS": 100, "PATIENT": 3, "RESOLUTION":300, "VIS_MODEL_NAME": "vis", "EVALUATION_NAME": "evalution" }, "DVI": { "SETTING": "normal", "CLASSES": ["plane", "car", "bird", "cat", "deer", "dog", "frog", "horse", "ship", "truck"], "DATASET": "cifar10", "GPU": "0", "EPOCH_START": 150, "EPOCH_END": 150, "EPOCH_PERIOD": 1, "EPOCH_NAME":"Epoch", "TRAINING": { "NET": "resnet18", "loader_tr_args": { "batch_size": 128, "num_workers": 1 }, "loader_te_args": { "batch_size": 1000, "num_workers": 1 }, "optimizer_args": { "lr": 0.1, "momentum": 0.9, "weight_decay": 0.0005 }, "num_class": 10, "train_num": 50000, "test_num": 10000, "milestone": [ 10 ] }, "VISUALIZATION": { "PREPROCESS": 1, "BOUNDARY": { "B_N_EPOCHS": 0, "L_BOUND": 0.4 }, "INIT_NUM":300, "BATCH_SIZE":1000, "LAMBDA1": 1.0, "LAMBDA2": 0.3, "ENCODER_DIMS_O": [512,256,256,256,256,2], "DECODER_DIMS_O": [2,256,256,256,256,512], "ENCODER_DIMS": [512,256,256,256,256,2], "DECODER_DIMS": [2,256,256,256,256,512], "N_NEIGHBORS": 15, "MAX_EPOCH": 20, "S_N_EPOCHS": 10, "PATIENT": 3, "RESOLUTION": 300, "VIS_MODEL_NAME": "dvi", "FLAG": "_temporal_id_withoutB", "EVALUATION_NAME": "evaluation_tfDVI" } } }