/******************************************************************************* * Copyright 2019 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_AVX512_CORE_BF16_1x1_CONV_KERNEL_HPP #define JIT_AVX512_CORE_BF16_1x1_CONV_KERNEL_HPP #include "c_types_map.hpp" #include "jit_generator.hpp" #include "jit_primitive_conf.hpp" #include "jit_uni_eltwise.hpp" #include "jit_avx512_core_bf16cvt.hpp" //#define BF16_CONV_1x1_BWD_W_JIT_KER_USES_PERMW_TRANSPOSITION namespace mkldnn { namespace impl { namespace cpu { namespace { const size_t code_size_bf16_bwd_w = 1024 * 1024; } struct jit_avx512_core_bf16_1x1_conv_kernel : public jit_generator { jit_avx512_core_bf16_1x1_conv_kernel(jit_1x1_conv_conf_t ajcp, const primitive_attr_t &attr) : jit_generator(nullptr, ker_code_size), jcp(ajcp), attr_(attr) , eltwise_injector_(nullptr) , bf16_emu_(nullptr) { if (jcp.with_eltwise) eltwise_injector_ = new jit_uni_eltwise_injector_f32( this, jcp.eltwise); if (!mayiuse(avx512_core_bf16)) bf16_emu_ = new bf16_emulation_t(this, bf16_emu_reserv_1, bf16_emu_reserv_2, bf16_emu_reserv_3, bf16_emu_reserv_4, bf16_emu_reserv_5, bf16_emu_reserv_6); this->generate(); jit_ker = (void (*)(jit_1x1_conv_call_s *)) this->getCode(); } ~jit_avx512_core_bf16_1x1_conv_kernel() { delete eltwise_injector_; delete bf16_emu_; } DECLARE_CPU_JIT_AUX_FUNCTIONS(jit_avx512_core_bf16_1x1_conv_kernel) static bool post_ops_ok(jit_1x1_conv_conf_t &jcp, const primitive_attr_t &attr); static status_t init_conf(jit_1x1_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 memory_desc_wrapper &bias_d, const primitive_attr_t &attr, int nthreads, bool reduce_src); static void init_scratchpad(memory_tracking::registrar_t &scratchpad, const jit_1x1_conv_conf_t &jcp); jit_1x1_conv_conf_t jcp; const primitive_attr_t &attr_; void (*jit_ker)(jit_1x1_conv_call_s *); private: using reg64_t = const Xbyak::Reg64; using zmm_t = const Xbyak::Zmm; using mask_t = const Xbyak::Opmask; enum { ker_code_size = 1024 * 1024, }; reg64_t reg_bcast_data = r8; reg64_t reg_load_data = r10; reg64_t reg_output_data = r9; reg64_t aux_reg_bcast_data = r14; reg64_t aux1_reg_bcast_data = rbx; reg64_t aux_reg_load_data = r15; reg64_t imm_addr64 = aux_reg_load_data; reg64_t aux_reg_output_data = abi_not_param1; reg64_t reg_load_loop_work = rsi; reg64_t reg_reduce_loop_work = r11; reg64_t bcast_loop_iter = rdx; reg64_t reduce_loop_iter = abi_param1; reg64_t reg_reduce_pos_flag = rax; reg64_t reg_output_stride = r13; reg64_t reg_bias_data = r12; reg64_t reg_bcast_loop_work = aux1_reg_bcast_data; reg64_t reg_trans_tmp = rax; mask_t vmask = k7; Xbyak::Xmm xmm_relu_ns = Xbyak::Xmm(30); Xbyak::Zmm zmm_relu_ns = Xbyak::Zmm(30); Xbyak::Zmm zmm_zero = Xbyak::Zmm(31); Xbyak::Zmm vreg_bcast = Xbyak::Zmm(31); Xbyak::Zmm bf16_emu_reserv_1 = Xbyak::Zmm(25); Xbyak::Zmm bf16_emu_reserv_2 = Xbyak::Zmm(26); Xbyak::Zmm bf16_emu_reserv_3 = Xbyak::Zmm(27); reg64_t bf16_emu_reserv_4 = imm_addr64; Xbyak::Zmm bf16_emu_reserv_5 = Xbyak::Zmm(28); Xbyak::Zmm bf16_emu_reserv_6 = Xbyak::Zmm(29); Xbyak::Zmm zmm_tmp2 = Xbyak::Zmm(30); Xbyak::Zmm zmm_bias = Xbyak::Zmm(31); Xbyak::Label dst_prm_table; jit_uni_eltwise_injector_f32 *eltwise_injector_; int bcast_loop_work_offt = 0; #ifdef BF16_CONV_1x1_BWD_W_JIT_KER_USES_PERMW_TRANSPOSITION int perm_reg_offset = 8; int broadcast_space = 24; #endif int stack_space_needed = 96; void bcast_loop(int load_loop_blk); void reduce_loop(int load_loop_blk, int ur, int substep, bool wraparound); void generate(); static void balance(jit_1x1_conv_conf_t &jcp, int nthreads); bf16_emulation_t *bf16_emu_; }; } } } #endif