text: #!/usr/bin/env python3
  # -*- coding: utf-8 -*-
  """
  Created on Wed Aug 21 10:28:48 2019
  
  @author: ghosh128
  """
  
  import os
  # FILES INFO
  DATASET = "D1"
  DATA_DIR = os.path.join("../../../DATA", DATASET)
  LANDSAT_DIR = os.path.join(DATA_DIR, "LANDSAT")
  SENTINEL_DIR = os.path.join(DATA_DIR, "SENTINEL")
  OSM_DIR = os.path.join(DATA_DIR, "OSM")
  NUMPY_DIR = os.path.join(DATA_DIR, "NUMPY")
  RESULT_DIR = os.path.join(DATA_DIR, "RESULT")
  MODEL_DIR = os.path.join(DATA_DIR, "MODEL")
  
  # DATA INFO
  landsat_num_train = 1000
  landsat_num_validate = 10
  landsat_num_test = 1000
  
  sentinel_num_train = 10
  sentinel_num_validate = 10
  sentinel_num_test = 9000
  
  num_consistency = 100
  
  # OnlyStrong
  LANDSAT_OnlyStrong_learning_rate = 0.01
  LANDSAT_OnlyStrong_n_epochs = 10000
  
  SENTINEL_OnlyStrong_learning_rate = 0.01
  SENTINEL_OnlyStrong_n_epochs = 10000
  
  # SSRManifold
  LANDSAT_SSRManifold_learning_rate = 0.01
  LANDSAT_SSRManifold_n_epochs = 10000
  LANDSAT_SSRManifold_reg_param = 1.0
  LANDSAT_SSRManifold_batch_size = 1000
  
  SENTINEL_SSRManifold_learning_rate = 0.01
  SENTINEL_SSRManifold_n_epochs = 10000
  SENTINEL_SSRManifold_reg_param = 1.0
  SENTINEL_SSRManifold_batch_size = 1000
  
  # MULTIRES_WeaSL
  MULTIRES_WeaSL_learning_rate = 0.01
  MULTIRES_WeaSL_n_epochs = 10000
  MULTIRES_WeaSL_batch_consistency = 1000
  
  # MULTIRES_Augment
  MULTIRES_Augment_learning_rate = 0.01
  MULTIRES_Augment_n_epochs = 10000
  
  # MULTIRES_MIL
  MULTIRES_MIL_x = 1000.0
  MULTIRES_MIL_learning_rate = 0.01
  MULTIRES_MIL_n_epochs = 10000
  MULTIRES_MIL_reg_param_1 = 1.0
  MULTIRES_MIL_reg_param_2 = 1.0
  MULTIRES_MIL_reg_param_3 = 0.001
  MULTIRES_MIL_batch_consistency = 1000
  
  # MULTIRES_Attention
  MULTIRES_Attention_learning_rate = 0.001
  MULTIRES_Attention_n_epochs = 10000
  MULTIRES_Attention_reg_param_1 = 1.0
  MULTIRES_Attention_reg_param_2 = 1.0
  MULTIRES_Attention_reg_param_3 = 5.0
  MULTIRES_Attention_batch_consistency = 1000
  