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The PR fixes an issue with extra block size padding being added to some buckets, because of incorrect searching for the closest power of 2 value.
INFO 02-14 10:20:30 hpu_model_runner.py:1740] [Warmup][Decode][5/20] batch_size:8 num_blocks:256 free_mem:30.88 GiB
Bucket after padding: (8, 512, False)
INFO 02-14 10:20:30 hpu_model_runner.py:1740] [Warmup][Decode][6/20] batch_size:16 num_blocks:128 free_mem:30.88 GiB
Bucket after padding: (16, 512, False)