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fix vocab size in binarized_data (distil): int16 vs int32

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VictorSanh
2020-02-18 16:17:35 +00:00
parent 0dbddba6d2
commit 2ae98336d1
1 changed files with 6 additions and 2 deletions
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6
examples/distillation/scripts/binarized_data.py
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@@ -75,13 +75,17 @@ def main():
iter += 1 iter += 1
if iter % interval == 0: if iter % interval == 0:
end = time.time() end = time.time()
logger.info(f"{iter} examples processed. - {(end-start)/interval:.2f}s/expl") logger.info(f"{iter} examples processed. - {(end-start):.2f}s/{interval}expl")
start = time.time() start = time.time()
logger.info("Finished binarization") logger.info("Finished binarization")
logger.info(f"{len(data)} examples processed.") logger.info(f"{len(data)} examples processed.")
dp_file = f"{args.dump_file}.{args.tokenizer_name}.pickle" dp_file = f"{args.dump_file}.{args.tokenizer_name}.pickle"
vocab_size = tokenizer.vocab_size
if vocab_size < (1 << 16):
rslt_ = [np.uint16(d) for d in rslt] rslt_ = [np.uint16(d) for d in rslt]
else:
rslt_ = [np.int32(d) for d in rslt]
random.shuffle(rslt_) random.shuffle(rslt_)
logger.info(f"Dump to {dp_file}") logger.info(f"Dump to {dp_file}")
with open(dp_file, "wb") as handle: with open(dp_file, "wb") as handle: