config_file.json

{
    "dataset_rootpath": "../../Datasets/Affwild2/cropped_aligned/",
    "dataset_wavspath": "../../Datasets/Affwild2/mkvextracted_audio_samples_shift_1_win_32_refined/",
	"train_params": {
        "labelpath": "../../Datasets/Affwild2/annotations/preprocessed_all_labeled_images_new/Train_Set/",
        "flag" : "train",
        "seq_length" : 512,
        "subseq_length" : 32,
        "stride" : 1,
        "dilation": 4,
        "loader_params": {
            "batch_size": 64,
            "shuffle": false,
            "num_workers": 4,
            "pin_memory": false
        },
        "input_size": [3,224, 224]
    },

    "val_params": {
        "labelpath": "../../Datasets/Affwild2/annotations/preprocessed_all_images_new/Val_Set/",
        "flag" : "val",
        "seq_length" : 512,
        "subseq_length" : 32,
        "stride" : 1,
        "dilation": 4,
        "loader_params": {
            "batch_size": 64,
            "shuffle": false,
            "num_workers": 4,
            "pin_memory": false
        },
        "input_size": [3,224, 224]
    },
    "test_params": {
        "labelpath": "../../Datasets/Affwild2/annotations/Test_Set/",
        "flag" : "test",
        "seq_length" : 512,
        "subseq_length" : 32,
        "stride" : 1,
        "dilation": 4,
        "loader_params": {
            "batch_size": 64,
            "shuffle": false,
            "num_workers": 4,
            "pin_memory": false
        },
        "input_size": [3,224, 224]
    },
	"model_params": {
        "model_name": "Inception",
        "subject": 16,
        "savedmodelname": "Inception_FS_SourceLabels_UDA_2LR_ce_cb_new",
        "start_epoch": 0,
        "is_train": true,
        "max_epochs": 50,
        "lr": 1e-4,
        "export_path": "savedweights",
        "checkpoint_path": "",
        "learning_rate_decay_start": 15,
        "learning_rate_decay_every": 5,
        "learning_rate_decay_rate": 0.9,
        "momentum": 0.9,
        "weight-decay": 1e-5,
        "pathtopretrainedmodel": "pretrainedweights",
        "DA" : 2,
        "vis_feat" : 0,
        "MMD" : 0,
        "domainloss_weight": 1,
        "predloss_weight": 1,
        "peakframe":0,
        "Freeze" : 0
    },

    "visualization_params": {
        "name": "PainEstimation"
    },
    "Mode": "Training",
    "printout_freq": 20,
    "model_update_freq": 1,
    "ModeofPred" : 1,
    "learningcurves_name" : "FullSupSource_UDA_2LR_ce_cb_new",
    "Logfilename" : "FullSource_UDA_2LR_ce_cb_new.log",
    "SEED" : 0
}