[ModelBash][DSV3] Add TRTLLM DSV3 Router GEMM kernel (6% B1 Speedup) (#34302)
Signed-off-by: Robert Shaw <robshaw@redhat.com> Co-authored-by: Robert Shaw <robshaw@redhat.com>
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csrc/moe/dsv3_router_gemm_utils.h
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43
csrc/moe/dsv3_router_gemm_utils.h
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/*
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* Adapted from SGLang's sgl-kernel implementation, which was adapted from
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* https://github.com/NVIDIA/TensorRT-LLM/blob/main/cpp/tensorrt_llm/kernels/dsv3MinLatencyKernels/dsv3RouterGemm.cu
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* https://github.com/NVIDIA/TensorRT-LLM/blob/main/cpp/tensorrt_llm/thop/dsv3RouterGemmOp.cpp
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*
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* Copyright (c) 2019-2023, NVIDIA CORPORATION. All rights reserved.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#pragma once
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#include <ATen/cuda/CUDAContext.h>
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#include <cstdlib>
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#include <mutex>
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inline int getSMVersion() {
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auto* props = at::cuda::getCurrentDeviceProperties();
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return props->major * 10 + props->minor;
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}
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inline bool getEnvEnablePDL() {
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static std::once_flag flag;
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static bool enablePDL = false;
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std::call_once(flag, [&]() {
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if (getSMVersion() >= 90) {
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const char* env = std::getenv("TRTLLM_ENABLE_PDL");
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enablePDL = env && env[0] == '1' && env[1] == '\0';
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}
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});
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return enablePDL;
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}
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