fix typo - logger info

examples/extract_features.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

examples/run_classifier.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

examples/run_lm_finetuning.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

examples/run_openai_gpt.py

 # coding=utf-8
-# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HugginFace Inc. team.
+# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

examples/run_squad.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

examples/run_swag.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

examples/run_transfo_xl.py

 # coding=utf-8
-# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HugginFace Inc. team.
+# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

pytorch_pretrained_bert/convert_gpt2_checkpoint_to_pytorch.py

 # coding=utf-8
-# Copyright 2018 The HugginFace Inc. team.
+# Copyright 2018 The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/convert_openai_checkpoint_to_pytorch.py

 # coding=utf-8
-# Copyright 2018 The HugginFace Inc. team.
+# Copyright 2018 The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/convert_tf_checkpoint_to_pytorch.py

 # coding=utf-8
-# Copyright 2018 The HugginFace Inc. team.
+# Copyright 2018 The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/convert_transfo_xl_checkpoint_to_pytorch.py

 # coding=utf-8
-# Copyright 2018 The HugginFace Inc. team.
+# Copyright 2018 The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/modeling.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
@@ -217,7 +217,7 @@ class BertConfig(object):
 try:
     from apex.normalization.fused_layer_norm import FusedLayerNorm as BertLayerNorm
 except ImportError:
-    print("Better speed can be achieved with apex installed from https://www.github.com/nvidia/apex.")
+    logger.info("Better speed can be achieved with apex installed from https://www.github.com/nvidia/apex.")
     class BertLayerNorm(nn.Module):
         def __init__(self, hidden_size, eps=1e-12):
             """Construct a layernorm module in the TF style (epsilon inside the square root).

pytorch_pretrained_bert/modeling_gpt2.py

 # coding=utf-8
-# Copyright 2018 The OpenAI Team Authors and HugginFace Inc. team.
+# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

pytorch_pretrained_bert/modeling_openai.py

 # coding=utf-8
-# Copyright 2018 The OpenAI Team Authors and HugginFace Inc. team.
+# Copyright 2018 The OpenAI Team Authors and HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

pytorch_pretrained_bert/modeling_transfo_xl.py

 # coding=utf-8
-# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HugginFace Inc. team.
+# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

pytorch_pretrained_bert/modeling_transfo_xl_utilities.py

 # coding=utf-8
-# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HugginFace Inc. team.
+# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team.
 # Copyright (c) 2018, NVIDIA CORPORATION.  All rights reserved.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");

pytorch_pretrained_bert/optimization.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/optimization_openai.py

 # coding=utf-8
-# Copyright 2018 The Open AI Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/tokenization.py

 # coding=utf-8
-# Copyright 2018 The Google AI Language Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Google AI Language Team Authors and The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.

pytorch_pretrained_bert/tokenization_gpt2.py

 # coding=utf-8
-# Copyright 2018 The Open AI Team Authors and The HugginFace Inc. team.
+# Copyright 2018 The Open AI Team Authors and The HuggingFace Inc. team.
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.