/****************************************************************************** * Copyright (c) 2023, Tri Dao. ******************************************************************************/ #pragma once //////////////////////////////////////////////////////////////////////////////////////////////////// struct SSMScanParamsBase { using index_t = uint32_t; int batch, seqlen, n_chunks; index_t a_batch_stride; index_t b_batch_stride; index_t out_batch_stride; // Common data pointers. void *__restrict__ a_ptr; void *__restrict__ b_ptr; void *__restrict__ out_ptr; void *__restrict__ x_ptr; }; //////////////////////////////////////////////////////////////////////////////////////////////////// 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 out_z_batch_stride; index_t out_z_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; void *__restrict__ out_z_ptr; }; struct SSMParamsBwd: public SSMParamsBase { index_t dout_batch_stride; index_t dout_d_stride; index_t dA_d_stride; index_t dA_dstate_stride; index_t dB_batch_stride; index_t dB_group_stride; index_t dB_d_stride; index_t dB_dstate_stride; index_t dC_batch_stride; index_t dC_group_stride; index_t dC_d_stride; index_t dC_dstate_stride; index_t du_batch_stride; index_t du_d_stride; index_t dz_batch_stride; index_t dz_d_stride; index_t ddelta_batch_stride; index_t ddelta_d_stride; // Common data pointers. void *__restrict__ dout_ptr; void *__restrict__ dA_ptr; void *__restrict__ dB_ptr; void *__restrict__ dC_ptr; void *__restrict__ dD_ptr; void *__restrict__ du_ptr; void *__restrict__ dz_ptr; void *__restrict__ ddelta_ptr; void *__restrict__ ddelta_bias_ptr; };