_g_conf.TYPE = "task" _g_conf.LABSMOOTH = 0 _g_conf.L1_WEIGHT = 0.1 _g_conf.PRETRAINED = "RECON" _g_conf.PRETRAINED = "IL" _g_conf.TRAIN_TYPE = 'LSGAN' _g_conf.SEED = 5 _g_conf.CLAMP = 0.01 _g_conf.N_CRITIC = 5 _g_conf.TASK_ADV_WEIGHT = 0.1 _g_conf.IF_AUG = True _g_conf.IF_POOL = True _g_conf.IF_AUG_SRC = True _g_conf.IF_AUG_TGT = True _g_conf.TARGET_DOMAIN_PATH = './' _g_conf.DECODER_RECON_PATH = './' _g_conf.IL_AGENT_PATH = './' _g_conf.FINETUNE = True _g_conf.MODEL_PATH = './' _g_conf.MIN_LEARNING_RATE = 0.00002 _g_conf.ADJUST_LR = 1 _g_conf.MODEL_NAME = 'coil_icra' _g_conf.TRAINING_SCHEDEULE = [[50000, 0.5], [100000, 0.5 * 0.5], [150000, 0.5 * 0.5 * 0.5], [200000, 0.5 * 0.5 * 0.5 * 0.5], [250000, 0.5 * 0.5 * 0.5 * 0.5 * 0.5] ] # Number of iterations, multiplying factor """#### Simulation Related Parameters ####"""
_g_conf.LABSMOOTH = 0 _g_conf.L1_WEIGHT = 0.1 _g_conf.PRETRAINED = "RECON" _g_conf.PRETRAINED = "IL" _g_conf.TRAIN_TYPE = 'LSGAN' _g_conf.SEED = 5 _g_conf.CLAMP = 0.01 _g_conf.N_CRITIC = 5 _g_conf.TASK_ADV_WEIGHT = 0.1 _g_conf.IF_AUG_SRC = True _g_conf.IF_AUG_TGT = True _g_conf.IF_AUG = False _g_conf.IF_POOL = True _g_conf.IL_AGENT_PATH = 'Encoder_IL.pth' _g_conf.DECODER_RECON_PATH = 'Decoder_Recon_Aug.pth' _g_conf.TARGET_DOMAIN_PATH = '/datatmp/Datasets/UNIT_LW1toEW12/trainB' """#### Network Related Parameters ####""" _g_conf.MODEL_NAME = 'coil_icra' _g_conf.TRAINING_SCHEDEULE = [[50000, 0.5], [100000, 0.5 * 0.5], [150000, 0.5 * 0.5 * 0.5], [200000, 0.5 * 0.5 * 0.5 * 0.5], [250000, 0.5 * 0.5 * 0.5 * 0.5 * 0.5] ] # Number of iterations, multiplying factor #TODO check how to use this part _g_conf.LEARNING_RATE = 0.0002 # First _g_conf.BRANCH_LOSS_WEIGHT = [0.95, 0.95, 0.95, 0.95, 0.05] _g_conf.VARIABLE_WEIGHT = { 'Steer': 0.5,