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Fix perf regression for set_kv_buffer (#1765)

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Lianmin Zheng
2024-10-23 09:57:08 -07:00
committed by GitHub
parent 2fce449b1c
commit fbcbb26327
1 changed files with 11 additions and 9 deletions
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20
python/sglang/srt/mem_cache/memory_pool.py
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@@ -221,17 +221,19 @@ class MHATokenToKVPool(BaseTokenToKVPool):
cache_v: torch.Tensor, cache_v: torch.Tensor,
): ):
layer_id = layer.layer_id layer_id = layer.layer_id
copy_two_array( if cache_k.dtype != self.dtype:
loc, cache_k = cache_k.to(self.dtype)
self.k_buffer[layer_id], cache_v = cache_v.to(self.dtype)
cache_k, if self.store_dtype != self.dtype:
self.v_buffer[layer_id], self.k_buffer[layer_id][loc] = cache_k.view(self.store_dtype)
cache_v, self.v_buffer[layer_id][loc] = cache_v.view(self.store_dtype)
self.dtype, else:
self.store_dtype, self.k_buffer[layer_id][loc] = cache_k
) self.v_buffer[layer_id][loc] = cache_v
# This compiled version is slower in the unit test
# python3 -m unittest test_bench_serving.TestBenchServing.test_offline_throughput_non_stream_small_batch_size
@torch.compile(dynamic=True) @torch.compile(dynamic=True)
def copy_two_array(loc, dst_1, src_1, dst_2, src_2, dtype, store_dtype): def copy_two_array(loc, dst_1, src_1, dst_2, src_2, dtype, store_dtype):
dst_1[loc] = src_1.to(dtype).view(store_dtype) dst_1[loc] = src_1.to(dtype).view(store_dtype)