vllm/csrc/attention/mla/cutlass_mla_entry.cu

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/*
* Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#include <torch/all.h>
#if defined ENABLE_CUTLASS_MLA && ENABLE_CUTLASS_MLA
void cutlass_mla_decode_sm100a(torch::Tensor const& out,
torch::Tensor const& q_nope,
torch::Tensor const& q_pe,
torch::Tensor const& kv_c_and_k_pe_cache,
torch::Tensor const& seq_lens,
torch::Tensor const& page_table, double scale);
#endif
void cutlass_mla_decode(torch::Tensor const& out, torch::Tensor const& q_nope,
torch::Tensor const& q_pe,
torch::Tensor const& kv_c_and_k_pe_cache,
torch::Tensor const& seq_lens,
torch::Tensor const& page_table, double scale) {
#if defined ENABLE_CUTLASS_MLA && ENABLE_CUTLASS_MLA
return cutlass_mla_decode_sm100a(out, q_nope, q_pe, kv_c_and_k_pe_cache,
seq_lens, page_table, scale);
#endif
TORCH_CHECK_NOT_IMPLEMENTED(false, "No compiled cutlass MLA");
}