2019-12-13 17:14:05 Config: {'all_joints': [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15]], 'all_joints_names': ['eye_top', 'eye_topleft', 'eye_left', 'eye_bottomleft', 'eye_bottom', 'eye_bottomright', 'eye_right', 'eye_topright', 'pupil_top', 'pupil_topleft', 'pupil_left', 'pupil_bottomleft', 'pupil_bottom', 'pupil_bottomright', 'pupil_right', 'pupil_topright'], 'batch_size': 8, 'bottomheight': 400, 'crop': True, 'crop_pad': 0, 'cropratio': 0.4, 'dataset': 'training-datasets/iteration-2/UnaugmentedDataSet_eyesDec8/eyes_Keisuke95shuffle1.mat', 'dataset_type': 'default', 'deconvolutionstride': 2, 'deterministic': False, 'display_iters': 1000, 'fg_fraction': 0.25, 'global_scale': 0.8, 'init_weights': '/home/mouse/anaconda3/envs/dlc2.1/lib/python3.6/site-packages/deeplabcut/pose_estimation_tensorflow/models/pretrained/resnet_v1_50.ckpt', 'intermediate_supervision': False, 'intermediate_supervision_layer': 12, 'leftwidth': 400, 'location_refinement': True, 'locref_huber_loss': True, 'locref_loss_weight': 0.05, 'locref_stdev': 7.2801, 'log_dir': 'log', 'max_input_size': 1500, 'mean_pixel': [123.68, 116.779, 103.939], 'metadataset': 'training-datasets/iteration-2/UnaugmentedDataSet_eyesDec8/Documentation_data-eyes_95shuffle1.pickle', 'min_input_size': 64, 'minsize': 100, 'mirror': False, 'multi_step': [[0.005, 10000], [0.02, 430000], [0.002, 730000], [0.001, 1030000]], 'net_type': 'resnet_50', 'num_joints': 16, 'num_outputs': 1, 'optimizer': 'sgd', 'output_stride': 16, 'pos_dist_thresh': 17, 'project_path': '/home/mouse/ks/Projects/eyes-Keisuke-2019-12-08', 'regularize': False, 'rightwidth': 400, 'save_iters': 50000, 'scale_jitter_lo': 0.5, 'scale_jitter_up': 1.25, 'scoremap_dir': 'test', 'shuffle': True, 'snapshot_prefix': '/home/mouse/ks/Projects/eyes-Keisuke-2019-12-08/dlc-models/iteration-2/eyesDec8-trainset95shuffle1/train/snapshot', 'stride': 8.0, 'topheight': 400, 'weigh_negatives': False, 'weigh_only_present_joints': False, 'weigh_part_predictions': False, 'weight_decay': 0.0001}