/* * 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 #if defined ENABLE_NVFP4 && ENABLE_NVFP4 void cutlass_scaled_fp4_mm_sm100a(torch::Tensor& D, torch::Tensor const& A, torch::Tensor const& B, torch::Tensor const& A_sf, torch::Tensor const& B_sf, torch::Tensor const& alpha); #endif void cutlass_scaled_fp4_mm(torch::Tensor& D, torch::Tensor const& A, torch::Tensor const& B, torch::Tensor const& A_sf, torch::Tensor const& B_sf, torch::Tensor const& alpha) { #if defined ENABLE_NVFP4 && ENABLE_NVFP4 return cutlass_scaled_fp4_mm_sm100a(D, A, B, A_sf, B_sf, alpha); #endif TORCH_CHECK_NOT_IMPLEMENTED(false, "No compiled nvfp4 mm kernel, vLLM should " "be compiled using CUDA 12.8 and target " "compute capability 100 or above."); } bool cutlass_scaled_mm_supports_fp4(int64_t cuda_device_capability) { int runtimeVersion; cudaRuntimeGetVersion(&runtimeVersion); return cuda_device_capability >= 100 && runtimeVersion >= 12080; }