// Copyright (c) 2023 PaddlePaddle Authors. 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. #pragma once #include "paddle/phi/core/dense_tensor.h" #include "paddle/phi/core/device_context.h" namespace phi { template void FlashAttnUnpaddedKernel(const Context& ctx, const DenseTensor& q, const DenseTensor& k, const DenseTensor& v, const DenseTensor& cu_seqlens_q, const DenseTensor& cu_seqlens_k, int64_t max_seqlen_q, int64_t max_seqlen_k, float scale, float dropout, bool causal, bool return_softmax, bool is_test, DenseTensor* out, DenseTensor* softmax, DenseTensor* softmax_lse, DenseTensor* seed_offset); template void FlashAttnKernel(const Context& ctx, const DenseTensor& q, const DenseTensor& k, const DenseTensor& v, float dropout, bool causal, bool return_softmax, bool is_test, DenseTensor* out, DenseTensor* softmax, DenseTensor* softmax_lse, DenseTensor* seed_offset); } // namespace phi