/* * Adapted from https://github.com/state-spaces/mamba/blob/main/csrc/selective_scan/selective_scan.h * Copyright (c) 2023, Tri Dao. * * 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. * * Not a contribution * Changes made by NVIDIA CORPORATION & AFFILIATES or otherwise documented as * NVIDIA-proprietary are not a contribution and subject to the following terms and conditions: * SPDX-FileCopyrightText: Copyright (c) 2022-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: LicenseRef-NvidiaProprietary * * NVIDIA CORPORATION, its affiliates and licensors retain all intellectual * property and proprietary rights in and to this material, related * documentation and any modifications thereto. Any use, reproduction, * disclosure or distribution of this material and related documentation * without an express license agreement from NVIDIA CORPORATION or * its affiliates is strictly prohibited. */ #pragma once #include "tensorrt_llm/common/cudaUtils.h" namespace tensorrt_llm { namespace kernels { struct SSMParamsBase { using index_t = uint32_t; int batch, dim, seqlen, dstate, n_groups, n_chunks; int dim_ngroups_ratio; bool is_variable_B; bool is_variable_C; bool delta_softplus; index_t A_d_stride; index_t A_dstate_stride; index_t B_batch_stride; index_t B_d_stride; index_t B_dstate_stride; index_t B_group_stride; index_t C_batch_stride; index_t C_d_stride; index_t C_dstate_stride; index_t C_group_stride; index_t u_batch_stride; index_t u_d_stride; index_t delta_batch_stride; index_t delta_d_stride; index_t z_batch_stride; index_t z_d_stride; index_t out_batch_stride; index_t out_d_stride; index_t state_batch_stride; index_t state_d_stride; // Common data pointers. void* __restrict__ A_ptr; void* __restrict__ B_ptr; void* __restrict__ C_ptr; void* __restrict__ D_ptr; void* __restrict__ u_ptr; void* __restrict__ delta_ptr; void* __restrict__ delta_bias_ptr; void* __restrict__ out_ptr; void* __restrict__ x_ptr; void* __restrict__ z_ptr; }; //////////////////////////////////////////////////////////////////////////////////////////////////// template void invokeSelectiveScan(SSMParamsBase& params, cudaStream_t stream); template void invokeSelectiveScanUpdate(SSMParamsBase& params, cudaStream_t stream); } // namespace kernels } // namespace tensorrt_llm