Config(
    net=Config(attention_type='hybrid2',
               shift_predictor_dims=[100],
               max_left=10,
               max_right=100),
    initialization=[
        ("/recognizer", "rec_weights_init", "IsotropicGaussian(0.1)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "weights_init", "IsotropicGaussian(0.01)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "biases_init", "IsotropicGaussian(5.0)")],
    data=Config(normalization="norm.pkl"))

Config(
    net=Config(dec_transition='GatedRecurrent',
               enc_transition='GatedRecurrent',
               attention_type='hybrid2',
               shift_predictor_dims=[100],
               max_left=10,
               max_right=100),
    initialization=[
        ("/recognizer", "rec_weights_init", "IsotropicGaussian(0.1)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "weights_init", "IsotropicGaussian(0.001)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "biases_init", "IsotropicGaussian(5.0)")],
    data=Config(normalization="norm.pkl"))

Fix hybrid2, but it is still no use
Fix hybrid2, but it is still no use

  Config(
-     net=Config(attention_type='hybrid2',
+     net=Config(dec_transition='GatedRecurrent',
+                enc_transition='GatedRecurrent',
+                attention_type='hybrid2',
                 shift_predictor_dims=[100],
                 max_left=10,
                 max_right=100),
      initialization=[
          ("/recognizer", "rec_weights_init", "IsotropicGaussian(0.1)"),
          ("/recognizer/generator/att_trans/hybrid_att/loc_att",
-          "weights_init", "IsotropicGaussian(0.01)"),
+          "weights_init", "IsotropicGaussian(0.001)"),
          ("/recognizer/generator/att_trans/hybrid_att/loc_att",
           "biases_init", "IsotropicGaussian(5.0)")],
      data=Config(normalization="norm.pkl"))
  
Fix hybrid2, but it is still no use
## Code Before:
Config(
    net=Config(attention_type='hybrid2',
               shift_predictor_dims=[100],
               max_left=10,
               max_right=100),
    initialization=[
        ("/recognizer", "rec_weights_init", "IsotropicGaussian(0.1)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "weights_init", "IsotropicGaussian(0.01)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "biases_init", "IsotropicGaussian(5.0)")],
    data=Config(normalization="norm.pkl"))

## Instruction:
Fix hybrid2, but it is still no use
## Code After:
Config(
    net=Config(dec_transition='GatedRecurrent',
               enc_transition='GatedRecurrent',
               attention_type='hybrid2',
               shift_predictor_dims=[100],
               max_left=10,
               max_right=100),
    initialization=[
        ("/recognizer", "rec_weights_init", "IsotropicGaussian(0.1)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "weights_init", "IsotropicGaussian(0.001)"),
        ("/recognizer/generator/att_trans/hybrid_att/loc_att",
         "biases_init", "IsotropicGaussian(5.0)")],
    data=Config(normalization="norm.pkl"))
