2021-02-08 21:12:25,618 - __main__ - INFO - Experiment 21-02-08-Mon_21-12-25_unet_e100s20b4 starts at 2021-02-08 Monday 21:12:25
2021-02-08 21:12:25,618 - __main__ - INFO - Experiment results and logs are saved at results/21-02-08-Mon_21-12-25_unet_e100s20b4
2021-02-08 21:12:25,618 - __main__ - INFO - Configuration
2021-02-08 21:12:25,618 - __main__ - INFO - VERBOSE: 2    NAME_PREFIX: unet_    NAME_SUFFIX:     DATA_DIR: /scratch/forest/datasets/chesapeake_data/    OUTPUT_DIR: results/
2021-02-08 21:12:25,618 - __main__ - INFO - LOG_DIR: logs/    TRAINING_STATES: ['md_1m_2013']    VALIDATION_STATES: ['md_1m_2013']    SUPERRES_STATES: []    DO_COLOR: False
2021-02-08 21:12:25,618 - __main__ - INFO - COLOR_AUGMENTATION_INTENSITY: 0.05    DO_LABEL_OVERLOADING: False    NET_MODEL: unet    ATT_HIDDEN: 32    EPOCHS: 100
2021-02-08 21:12:25,618 - __main__ - INFO - LOSS: crossentropy    LEARNING_RATE: 0.001    BATCH_SIZE: 4    STEP_SIZE: 1000000    SHUFFLE: True
2021-02-08 21:12:25,619 - __main__ - INFO - CROSSENTROPY_LOSS_WEIGHT: 50    SUPERRES_LOSS_WEIGHT: 1    MODE: Nothing    INPUT_SIZE: 240    INPUT_NCHANNELS: 4
2021-02-08 21:12:25,619 - __main__ - INFO - DATA_TYPE: int8    HR_LABEL_KEY: data/cheaseapeake_to_hr_labels.txt    HR_LABEL_INDEX: 8    HR_NCLASSES: 5
2021-02-08 21:12:25,619 - __main__ - INFO - LR_LABEL_KEY: data/nlcd_to_lr_labels.txt    LR_LABEL_INDEX: 9    LR_NCLASSES: 22    TRAINING_STEPS_PER_EPOCH: 20
2021-02-08 21:12:25,619 - __main__ - INFO - VALIDATION_STEPS_PER_EPOCH: 10    MODEL_SAVE_CHECKPOINT: 10    SEED: 7    RESUME: False    RESUME_NAME:     RESUME_MODEL: 
2021-02-08 21:12:25,619 - __main__ - INFO - FREEZE_ATT_UNTIL: 16    OPTIMIZER: sgd    HDF5: False    WORKERS: 4    MULTIOUT_LOSS_TYPE: same    ATT_MH: 1    ATT_SM: 10
2021-02-08 21:12:25,619 - __main__ - INFO - ATT_KS: 5    ATT_TWO_W: False    OUTPUT_STRIDE: 16    NAME: 21-02-08-Mon_21-12-25_unet_e100s20b4
2021-02-08 21:12:25,619 - __main__ - INFO - OUTPUT_PATH: results/21-02-08-Mon_21-12-25_unet_e100s20b4
2021-02-08 21:12:25,619 - utils - INFO - Ensuring all folders are there...
2021-02-08 21:12:32,806 - dataset - INFO - Adding training patches from md_1m_2013
2021-02-08 21:12:33,127 - dataset - INFO - Adding validation patches from md_1m_2013
2021-02-08 21:12:33,159 - dataset - INFO - Adding test patches from md_1m_2013
2021-02-08 21:12:33,202 - dataset - INFO - Loaded 50000 training patches and 12500 validation patches
2021-02-08 21:12:35,961 - train - INFO - ==================================================
2021-02-08 21:12:35,961 - train - INFO -               Epoch   1      Training
2021-02-08 21:12:35,961 - train - INFO - ==================================================
