[DO NOT REVIEW YET] Extend paged attention #8237
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…we call the kernel or the non-kernel
…kernel versio and compare the result.
…_xla can call into the local pallas kernel.
…n and the original paged_attention finishes successfully.
…iginal paged attention.
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…and verify the extend_paged_attention generate the same result as the original paged_attention.
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…tion_single_query succeeded.
…re test and experiement which may be cleaned up later.
…) due to the 2nd to last dimension is 4 instead of a multiple of 8.
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…s - 1). Sometimes, lengths[b] is very small kv_blk_idx may never reach (num_kv_blks-1) due to the check @pl.when(kv_blk_idx * compute_blk_size_kv < kv_len)
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