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fixed not JSON serializable error in run_qa.py with fp16 #9186

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Dec 18, 2020
Merged

fixed not JSON serializable error in run_qa.py with fp16 #9186

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4 changes: 2 additions & 2 deletions examples/question-answering/utils_qa.py
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Original file line number Diff line number Diff line change
Expand Up @@ -206,7 +206,7 @@ def postprocess_qa_predictions(

# Make `predictions` JSON-serializable by casting np.float back to float.
all_nbest_json[example["id"]] = [
{k: (float(v) if isinstance(v, (np.float32, np.float64)) else v) for k, v in pred.items()}
{k: (float(v) if isinstance(v, (np.float16, np.float32, np.float64)) else v) for k, v in pred.items()}
for pred in predictions
]

Expand Down Expand Up @@ -394,7 +394,7 @@ def postprocess_qa_predictions_with_beam_search(

# Make `predictions` JSON-serializable by casting np.float back to float.
all_nbest_json[example["id"]] = [
{k: (float(v) if isinstance(v, (np.float32, np.float64)) else v) for k, v in pred.items()}
{k: (float(v) if isinstance(v, (np.float16, np.float32, np.float64)) else v) for k, v in pred.items()}
for pred in predictions
]

Expand Down