Fix Flashinfer Backend for SM120 Usage (#12325)
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@@ -26,8 +26,8 @@ from sglang.srt.model_executor.forward_batch_info import ForwardBatch, ForwardMo
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from sglang.srt.speculative.spec_info import SpecInput
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from sglang.srt.speculative.spec_info import SpecInput
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from sglang.srt.utils import (
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from sglang.srt.utils import (
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get_int_env_var,
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get_int_env_var,
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is_blackwell_supported,
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is_flashinfer_available,
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is_flashinfer_available,
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is_sm100_supported,
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next_power_of_2,
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next_power_of_2,
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)
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)
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@@ -229,7 +229,7 @@ class FlashInferAttnBackend(AttentionBackend):
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]
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]
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fmha_backend = "auto"
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fmha_backend = "auto"
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if is_blackwell_supported():
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if is_sm100_supported():
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# Disable CUTLASS backend when piecewise cuda graph is enabled
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# Disable CUTLASS backend when piecewise cuda graph is enabled
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# due to TMA descriptor initialization issues on B200
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# due to TMA descriptor initialization issues on B200
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if model_runner.server_args.enable_piecewise_cuda_graph:
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if model_runner.server_args.enable_piecewise_cuda_graph:
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@@ -25,8 +25,8 @@ from sglang.srt.model_executor.forward_batch_info import ForwardBatch, ForwardMo
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from sglang.srt.server_args import get_global_server_args
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from sglang.srt.server_args import get_global_server_args
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from sglang.srt.speculative.spec_info import SpecInput
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from sglang.srt.speculative.spec_info import SpecInput
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from sglang.srt.utils import (
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from sglang.srt.utils import (
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is_blackwell_supported,
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is_flashinfer_available,
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is_flashinfer_available,
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is_sm100_supported,
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next_power_of_2,
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next_power_of_2,
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)
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)
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@@ -242,9 +242,11 @@ class FlashInferMLAAttnBackend(AttentionBackend):
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else:
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else:
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self.q_indptr_decode = q_indptr_decode_buf
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self.q_indptr_decode = q_indptr_decode_buf
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self.fmha_backend = "auto"
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if is_sm100_supported():
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if is_blackwell_supported():
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self.fmha_backend = "cutlass"
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self.fmha_backend = "cutlass"
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else:
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self.fmha_backend = "auto"
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self.prefill_wrapper_ragged = BatchPrefillWithRaggedKVCacheWrapper(
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self.prefill_wrapper_ragged = BatchPrefillWithRaggedKVCacheWrapper(
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self.workspace_buffer, "NHD", backend=self.fmha_backend
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self.workspace_buffer, "NHD", backend=self.fmha_backend
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)
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)
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