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Perplexity evaluation: print to terminal after calculation is finished

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oobabooga 2024-02-28 19:58:21 -08:00
parent 332957ffec
commit 09b13acfb2
1 changed files with 6 additions and 1 deletions
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7
modules/evaluate.py
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@ -127,9 +127,14 @@ def calculate_perplexity(models, input_dataset, stride, _max_length):
break break
ppl = torch.exp(torch.stack(nlls).mean()) ppl = torch.exp(torch.stack(nlls).mean())
add_entry_to_past_evaluations(float(ppl), shared.model_name, input_dataset, stride, _max_length) add_entry_to_past_evaluations(float(ppl), shared.model_name, input_dataset, stride, _max_length)
save_past_evaluations(past_evaluations) save_past_evaluations(past_evaluations)
cumulative_log += f"The perplexity for `{shared.model_name}` is: {float(ppl)}\n\n"
message = f"The perplexity for `{shared.model_name}` is: {float(ppl)}"
logger.info(message)
cumulative_log += f"{message}\n\n"
yield cumulative_log yield cumulative_log