/
bert_baseline_hua.log
273 lines (199 loc) · 23.4 KB
/
bert_baseline_hua.log
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WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:131: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4185: The name tf.truncated_normal is deprecated. Please use tf.random.truncated_normal instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:131: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4185: The name tf.truncated_normal is deprecated. Please use tf.random.truncated_normal instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/tensorflow_core/python/ops/nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:131: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4185: The name tf.truncated_normal is deprecated. Please use tf.random.truncated_normal instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/tensorflow_core/python/ops/nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:131: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4185: The name tf.truncated_normal is deprecated. Please use tf.random.truncated_normal instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/tensorflow_core/python/ops/nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:131: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4185: The name tf.truncated_normal is deprecated. Please use tf.random.truncated_normal instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/tensorflow_core/python/ops/nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:517: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4138: The name tf.random_uniform is deprecated. Please use tf.random.uniform instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:131: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:133: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3445: calling dropout (from tensorflow.python.ops.nn_ops) with keep_prob is deprecated and will be removed in a future version.
Instructions for updating:
Please use `rate` instead of `keep_prob`. Rate should be set to `rate = 1 - keep_prob`.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:4185: The name tf.truncated_normal is deprecated. Please use tf.random.truncated_normal instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:174: The name tf.get_default_session is deprecated. Please use tf.compat.v1.get_default_session instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:190: The name tf.global_variables is deprecated. Please use tf.compat.v1.global_variables instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:199: The name tf.is_variable_initialized is deprecated. Please use tf.compat.v1.is_variable_initialized instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:206: The name tf.variables_initializer is deprecated. Please use tf.compat.v1.variables_initializer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/optimizers.py:790: The name tf.train.Optimizer is deprecated. Please use tf.compat.v1.train.Optimizer instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:3376: The name tf.log is deprecated. Please use tf.math.log instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/tensorflow_core/python/ops/nn_impl.py:183: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:986: The name tf.assign_add is deprecated. Please use tf.compat.v1.assign_add instead.
WARNING:tensorflow:From /home/a931/anaconda3/envs/keras/lib/python3.6/site-packages/keras/backend/tensorflow_backend.py:973: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
INFO:root:- dev F1 Score: 0
INFO:root:- Val p Score:0
INFO:root:- Val r Score:0
INFO:root:- Val F1 Score:0
INFO:root:- dev F1 Score: 0.6341463414634146
INFO:root:- Val p Score:0.6659412404787813
INFO:root:- Val r Score:0.574108818011257
INFO:root:- Val F1 Score:0.6166246851385392
INFO:root:- dev F1 Score: 0.5793871866295265
INFO:root:- Val p Score:0.7400530503978779
INFO:root:- Val r Score:0.5234521575984991
INFO:root:- Val F1 Score:0.6131868131868132
INFO:root:- dev F1 Score: 0.618384401114206
INFO:root:- Val p Score:0.712401055408971
INFO:root:- Val r Score:0.5065666041275797
INFO:root:- Val F1 Score:0.5921052631578947
INFO:root:- dev F1 Score: 0.5756676557863502
INFO:root:- Val p Score:0.7172131147540983
INFO:root:- Val r Score:0.4924953095684803
INFO:root:- Val F1 Score:0.5839822024471635
INFO:root:- dev F1 Score: 0.6472019464720195
INFO:root:- Val p Score:0.6229656419529838
INFO:root:- Val r Score:0.6463414634146342
INFO:root:- Val F1 Score:0.6344383057090239
INFO:root:- dev F1 Score: 0.6246973365617433
INFO:root:- Val p Score:0.6365296803652968
INFO:root:- Val r Score:0.6538461538461539
INFO:root:- Val F1 Score:0.6450717260527533
INFO:root:- dev F1 Score: 0.6378896882494005
INFO:root:- Val p Score:0.6323119777158774
INFO:root:- Val r Score:0.6388367729831145
INFO:root:- Val F1 Score:0.6355576294913672
INFO:root:- dev F1 Score: 0.565934065934066
INFO:root:- Val p Score:0.6872635561160151
INFO:root:- Val r Score:0.5112570356472795
INFO:root:- Val F1 Score:0.5863367401828941
INFO:root:- dev F1 Score: 0.595959595959596
INFO:root:- Val p Score:0.6338461538461538
INFO:root:- Val r Score:0.5797373358348968
INFO:root:- Val F1 Score:0.6055854973052426
INFO:root:- dev F1 Score: 0.6146993318485523
INFO:root:- Val p Score:0.5967604433077579
INFO:root:- Val r Score:0.6566604127579737
INFO:root:- Val F1 Score:0.6252791424743188
INFO:root:- dev F1 Score: 0.6281407035175879
INFO:root:- Val p Score:0.6639175257731958
INFO:root:- Val r Score:0.6041275797373359
INFO:root:- Val F1 Score:0.6326129666011788
INFO:root:- dev F1 Score: 0.6115288220551378
INFO:root:- Val p Score:0.6482558139534884
INFO:root:- Val r Score:0.6275797373358349
INFO:root:- Val F1 Score:0.6377502383222117
INFO:root:- dev F1 Score: 0.6352941176470588
INFO:root:- Val p Score:0.6120033812341504
INFO:root:- Val r Score:0.6791744840525328
INFO:root:- Val F1 Score:0.6438417074255224
INFO:root:- dev F1 Score: 0.6019900497512437
INFO:root:- Val p Score:0.6480075901328273
INFO:root:- Val r Score:0.6407129455909943
INFO:root:- Val F1 Score:0.6443396226415093
INFO:root:- dev F1 Score: 0.6157894736842104
INFO:root:- Val p Score:0.6512605042016807
INFO:root:- Val r Score:0.5816135084427767
INFO:root:- Val F1 Score:0.6144697720515362
INFO:root:- dev F1 Score: 0.6084788029925187
INFO:root:- Val p Score:0.6461071789686552
INFO:root:- Val r Score:0.599437148217636
INFO:root:- Val F1 Score:0.6218978102189782
INFO:root:- dev F1 Score: 0.6384976525821596
INFO:root:- Val p Score:0.6438746438746439
INFO:root:- Val r Score:0.6360225140712945
INFO:root:- Val F1 Score:0.6399244926852289
INFO:root:- dev F1 Score: 0.598984771573604
INFO:root:- Val p Score:0.6728260869565217
INFO:root:- Val r Score:0.5806754221388368
INFO:root:- Val F1 Score:0.6233635448136958
INFO:root:- dev F1 Score: 0.625
INFO:root:- Val p Score:0.6726886291179596
INFO:root:- Val r Score:0.5938086303939962
INFO:root:- Val F1 Score:0.6307922272047833
INFO:root:- dev F1 Score: 0.6127450980392156
INFO:root:- Val p Score:0.625
INFO:root:- Val r Score:0.6472795497185742
INFO:root:- Val F1 Score:0.6359447004608295
INFO:root:- dev F1 Score: 0.5983827493261454
INFO:root:- Val p Score:0.6783691959229898
INFO:root:- Val r Score:0.5619136960600375
INFO:root:- Val F1 Score:0.6146741918932787
INFO:root:- dev F1 Score: 0.6208651399491094
INFO:root:- Val p Score:0.640427599611273
INFO:root:- Val r Score:0.6181988742964353
INFO:root:- Val F1 Score:0.6291169451073986