/******************************************************************************* * Copyright 2016-2018 Intel Corporation * * 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. *******************************************************************************/ #ifndef JIT_AVX2_CONV_KERNEL_F32_HPP #define JIT_AVX2_CONV_KERNEL_F32_HPP #include "c_types_map.hpp" #include "memory_tracking.hpp" #include "cpu_memory.hpp" #include "jit_generator.hpp" #include "jit_primitive_conf.hpp" #include "jit_uni_eltwise.hpp" namespace mkldnn { namespace impl { namespace cpu { struct jit_avx2_conv_fwd_kernel_f32: public jit_generator { jit_avx2_conv_fwd_kernel_f32(jit_conv_conf_t ajcp, const primitive_attr_t &attr) : jcp(ajcp), attr_(attr), eltwise_injector_(nullptr) { if (jcp.with_eltwise) eltwise_injector_ = new jit_uni_eltwise_injector_f32(this, jcp.eltwise); this->generate(); jit_ker = (void (*)(jit_conv_call_s *))this->getCode(); } ~jit_avx2_conv_fwd_kernel_f32() { delete eltwise_injector_; } DECLARE_CPU_JIT_AUX_FUNCTIONS(jit_avx2_conv_fwd_kernel_f32) static bool post_ops_ok(jit_conv_conf_t &jcp, const primitive_attr_t &attr); static status_t init_conf(jit_conv_conf_t &jcp, const convolution_desc_t &cd, const memory_desc_wrapper &src_d, const memory_desc_wrapper &weights_d, const memory_desc_wrapper &dst_d, const primitive_attr_t &attr); static void init_scratchpad(memory_tracking::registrar_t &scratchpad, const jit_conv_conf_t &jcp); jit_conv_conf_t jcp; const primitive_attr_t &attr_; void (*jit_ker)(jit_conv_call_s *); private: using reg64_t = const Xbyak::Reg64; reg64_t reg_input = rax; reg64_t aux_reg_input = r8; reg64_t reg_kernel = rdx; reg64_t aux_reg_kernel = r9; reg64_t reg_output = rsi; reg64_t reg_bias = rbx; reg64_t aux_reg_inp_d = r11; reg64_t aux_reg_ker_d = abi_not_param1; reg64_t reg_ki = rsi; reg64_t kj = r10; reg64_t oi_iter = r11; reg64_t ki_iter = r12; reg64_t reg_kh = abi_not_param1; reg64_t reg_oc_blocks = r14; reg64_t imm_addr64 = r15; reg64_t reg_long_offt = r15; Xbyak::Reg32 reg_ci_flag = r13d; Xbyak::Ymm ytmp = Xbyak::Ymm(14); jit_uni_eltwise_injector_f32 *eltwise_injector_; inline void oh_step_unroll_kw(int ur_w, int pad_l, int pad_r, int oc_blocks); inline void oh_step_nopad(int ur_w, int pad_l, int pad_r, char pad_label, int oc_blocks, char oc_blocks_label); inline void width_blk_step(int ur_w, int pad_l, int pad_r, char pad_label, int oc_blocks, char oc_blocks_label); inline void solve_common(int oc_blocks, char oc_blocks_label); void generate(); }; struct jit_avx2_conv_bwd_data_kernel_f32: public jit_generator { DECLARE_CPU_JIT_AUX_FUNCTIONS(jit_avx2_conv_bwd_data_kernel_f32) jit_avx2_conv_bwd_data_kernel_f32(jit_conv_conf_t ajcp): jcp(ajcp) { this->generate(); jit_ker = (void (*)(jit_conv_call_s *))this->getCode(); } static status_t init_conf(jit_conv_conf_t &jcp, const convolution_desc_t &cd, const memory_desc_wrapper &diff_src_d, const memory_desc_wrapper &weights_d, const memory_desc_wrapper &diff_dst_d); static void init_scratchpad(memory_tracking::registrar_t &scratchpad, const jit_conv_conf_t &jcp); jit_conv_conf_t jcp; void (*jit_ker)(jit_conv_call_s *); private: using reg64_t = const Xbyak::Reg64; reg64_t reg_ddst = rax; reg64_t aux_reg_ddst = r8; reg64_t reg_kernel = rdx; reg64_t aux_reg_kernel = r10; reg64_t reg_dsrc = rsi; reg64_t aux_reg_ddst_oc_loop = rbx; // used in ndims < 5 case only reg64_t aux_reg_kernel_oc_loop = abi_not_param1; /* used in ndims < 5 case only */ reg64_t aux_reg_dst_d = r12; // used in ndims == 5 case only reg64_t aux_reg_ker_d = r14; // used in ndims == 5 case only reg64_t reg_ki = abi_not_param1; // used in ndims == 5 case only reg64_t kj = r11; reg64_t oi_iter = r12; reg64_t reg_kh = r14; reg64_t reg_channel = r13; // used in ndims < 5 case only reg64_t reg_channel_work = r9; // used in ndims < 5 case only reg64_t reg_long_offt = r15; inline void compute_loop(int ur_w, int l_overflow, int r_overflow); void generate(); inline int get_iw_start(int ki, int l_overflow) { int res = (jcp.iw - 1 + jcp.r_pad) % jcp.stride_w + l_overflow * jcp.stride_w - (jcp.kw - 1 - ki) * (jcp.dilate_w + 1); while (res < 0) res += jcp.stride_w; return res; } inline int get_iw_end(int ur_w, int ki, int r_overflow) { if (utils::one_of(ur_w, jcp.iw, jcp.ur_w_tail)) ur_w += nstl::min(0, jcp.r_pad); // remove negative padding int res = (ur_w - 1 + jcp.l_pad) % jcp.stride_w + r_overflow * jcp.stride_w - ki * (jcp.dilate_w + 1); while (res < 0) res += jcp.stride_w; return ur_w - res; } }; struct jit_avx2_conv_bwd_weights_kernel_f32: public jit_generator { DECLARE_CPU_JIT_AUX_FUNCTIONS(jit_avx2_conv_bwd_weights_kernel_f32) jit_avx2_conv_bwd_weights_kernel_f32(jit_conv_conf_t ajcp): jcp(ajcp) { this->generate(); jit_ker = (void (*)(jit_conv_call_s *))this->getCode(); } static status_t init_conf(jit_conv_conf_t &jcp, const convolution_desc_t &cd, const memory_desc_wrapper &src_d, const memory_desc_wrapper &diff_weights_d, const memory_desc_wrapper &diff_dst_d); static void init_scratchpad(memory_tracking::registrar_t &scratchpad, const jit_conv_conf_t &jcp); jit_conv_conf_t jcp; void (*jit_ker)(jit_conv_call_s *); private: using reg64_t = const Xbyak::Reg64; reg64_t reg_input = rax; reg64_t reg_kernel = rdx; reg64_t reg_output = rsi; reg64_t b_ic = abi_not_param1; reg64_t kj = r8; reg64_t reg_kh = r9; reg64_t reg_ur_w_trips = r10; reg64_t reg_tmp = r11; reg64_t reg_oj = r15; reg64_t reg_ih_count = rbx; reg64_t aux_reg_input = r12; reg64_t aux_reg_kernel = r13; reg64_t ki = r14; reg64_t reg_long_offt = r11; inline void od_step_comeback_pointers(); inline void oh_step_comeback_pointers(); inline void compute_ic_block_step(int ur_w, int pad_l, int pad_r, int ic_block_step, int input_offset, int kernel_offset, int output_offset); inline void compute_oh_step_disp(); inline void compute_oh_step_unroll_ow(int ic_block_step, int max_ur_w); inline void compute_oh_step_common(int ic_block_step, int max_ur_w); inline void compute_oh_loop_common(); void generate(); }; } } } #endif