text: 
  
  TITLE
  'BaseModelOutput' object has no attribute '_OrderedDict__map' when using Wav2Vec 2.0
  
  COMMENTS
  2
  
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  ### System Info
  
  ```shell
  - `transformers` version: 4.18.0
  - Platform: Linux-5.4.0-109-generic-x86_64-with-glibc2.27
  - Python version: 3.8.8
  - Huggingface_hub version: 0.5.1
  - PyTorch version (GPU?): 1.10.1+cu102 (False)
  - Tensorflow version (GPU?): 2.5.0 (False)
  - Flax version (CPU?/GPU?/TPU?): not installed (NA)
  - Jax version: not installed
  - JaxLib version: not installed
  - Using GPU in script?: no
  - Using distributed or parallel set-up in script?: no
  ```
  
  
  ### Who can help?
  
  @patrickvonplaten, @anton-l
  
  ### Information
  
  - [X] The official example scripts
  - [ ] My own modified scripts
  
  ### Tasks
  
  - [X] An officially supported task in the `examples` folder (such as GLUE/SQuAD, ...)
  - [ ] My own task or dataset (give details below)
  
  ### Reproduction
  
  Here is the code
  ```python
  import soundfile as sf
  import torch
  from datasets import load_dataset
  from transformers import Wav2Vec2ForCTC, Wav2Vec2Processor
  
  # load pretrained model
  processor = Wav2Vec2Processor.from_pretrained("facebook/wav2vec2-base-960h")
  model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-base-960h")
  
  
  librispeech_samples_ds = load_dataset("patrickvonplaten/librispeech_asr_dummy", "clean", split="validation")
  
  # load audio
  audio_input, sample_rate = sf.read(librispeech_samples_ds[0]["file"])
  
  # pad input values and return pt tensor
  input_values = processor(audio_input, sampling_rate=sample_rate, return_tensors="pt").input_values
  
  # INFERENCE
  
  # retrieve logits & take argmax
  logits = model(input_values).logits
  predicted_ids = torch.argmax(logits, dim=-1)
  
  # transcribe
  transcription = processor.decode(predicted_ids[0])
  ```
  which is taken from [the official documentation](https://github.com/pytorch/fairseq/tree/main/examples/wav2vec#use-wav2vec-20-with-transformers)
  
  ### Expected behavior
  
  ```shell
  Not throw an error. However, I get the error
  
  AttributeError: 'BaseModelOutput' object has no attribute '_OrderedDict__map'
  ```
  