Support byte_mirco_perf on intel gaudi2#141
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Add HPU backend in byte_micro_perf/backends folder.
Copy HPU supported ops from GPU backend.
Gaudi doesn't support flash attention, we use fused_sdpa to support prefill for flash_attention op.
Add mark_step in byte_micro_perf/core/op.py, to break HPU graph under lazy mode, preventing graph creating issue when preparing too much tensors.