1/*******************************************************************************
2* Copyright 2021-2022 Intel Corporation
3*
4* Licensed under the Apache License, Version 2.0 (the "License");
5* you may not use this file except in compliance with the License.
6* You may obtain a copy of the License at
7*
8* http://www.apache.org/licenses/LICENSE-2.0
9*
10* Unless required by applicable law or agreed to in writing, software
11* distributed under the License is distributed on an "AS IS" BASIS,
12* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13* See the License for the specific language governing permissions and
14* limitations under the License.
15*******************************************************************************/
16
17#ifndef CPU_X64_JIT_AVX512_CORE_AMX_DECONVOLUTION_HPP
18#define CPU_X64_JIT_AVX512_CORE_AMX_DECONVOLUTION_HPP
19
20#include "common/c_types_map.hpp"
21#include "common/dnnl_thread.hpp"
22#include "common/memory_tracking.hpp"
23#include "common/primitive.hpp"
24#include "common/utils.hpp"
25
26#include "cpu/cpu_deconvolution_pd.hpp"
27
28#include "cpu/x64/amx_tile_configure.hpp"
29#include "cpu/x64/jit_avx512_core_amx_conv_kernel.hpp"
30
31namespace dnnl {
32namespace impl {
33namespace cpu {
34namespace x64 {
35
36struct jit_avx512_core_amx_deconvolution_fwd_t : public primitive_t {
37 struct pd_t : public cpu_deconvolution_fwd_pd_t {
38 pd_t(const deconvolution_desc_t *adesc, const primitive_attr_t *attr,
39 const typename pd_t::base_class *hint_fwd_pd)
40 : cpu_deconvolution_fwd_pd_t(adesc, attr, hint_fwd_pd), jcp_() {}
41
42 DECLARE_COMMON_PD_T(
43 JIT_IMPL_NAME_HELPER("jit_deconvolution:", jcp_.isa, ""),
44 jit_avx512_core_amx_deconvolution_fwd_t);
45
46 status_t init(engine_t *engine) {
47 using namespace data_type;
48 using smask_t = primitive_attr_t::skip_mask_t;
49 bool is_bf16_deconvolution = true
50 && utils::everyone_is(true,
51 utils::one_of(src_md_.data_type, bf16),
52 weights_md_.data_type == bf16,
53 utils::one_of(dst_md_.data_type, f32, bf16))
54 && IMPLICATION(with_bias(),
55 utils::one_of(bias_md_.data_type, f32, bf16))
56 && attr()->has_default_values(smask_t::post_ops);
57 bool is_int8_deconvolution = true
58 && utils::everyone_is(true,
59 utils::one_of(src_md_.data_type, s8, u8),
60 weights_md_.data_type == s8,
61 utils::one_of(dst_md_.data_type, f32, s32, s8, u8))
62 && IMPLICATION(with_bias(),
63 utils::one_of(bias_md_.data_type, f32, s32, s8, u8))
64 && attr()->has_default_values(
65 smask_t::scales_runtime | smask_t::post_ops);
66
67 bool ok = is_fwd()
68 && (desc()->alg_kind & alg_kind::deconvolution_direct)
69 && (is_bf16_deconvolution || is_int8_deconvolution)
70 && !has_zero_dim_memory();
71 if (!ok) return status::unimplemented;
72
73 CHECK(jit_avx512_core_amx_bwd_data_kernel_t::init_conf(jcp_,
74 *desc(), dst_md_, weights_md_, src_md_, &bias_md_, attr_,
75 dnnl_get_max_threads()));
76
77 auto scratchpad = scratchpad_registry().registrar();
78 jit_avx512_core_amx_bwd_data_kernel_t::init_scratchpad(
79 scratchpad, jcp_, *attr());
80
81 return status::success;
82 }
83
84 jit_conv_conf_t jcp_;
85 };
86
87 jit_avx512_core_amx_deconvolution_fwd_t(const pd_t *apd)
88 : primitive_t(apd) {}
89
90 status_t init(engine_t *engine) override {
91 CHECK(safe_ptr_assign(kernel_,
92 new jit_avx512_core_amx_bwd_data_kernel_t(
93 pd()->jcp_, *pd()->attr())));
94 return kernel_->create_kernel();
95 }
96
97 status_t execute(const exec_ctx_t &ctx) const override {
98 const auto &_pd = pd();
99 if (_pd->jcp_.is_depthwise) {
100 assert(!"_pd->jcp_.is_depthwise not implemented");
101 return status::unimplemented;
102 } else
103 return execute_forward(ctx);
104 }
105
106private:
107 status_t execute_forward(const exec_ctx_t &ctx) const;
108 const pd_t *pd() const { return (const pd_t *)primitive_t::pd().get(); }
109 void prepare_padded_bias(const char *&bias,
110 const memory_tracking::grantor_t &scratchpad) const;
111
112 std::unique_ptr<jit_avx512_core_amx_bwd_data_kernel_t> kernel_;
113};
114
115} // namespace x64
116} // namespace cpu
117} // namespace impl
118} // namespace dnnl
119
120#endif
121
122// vim: et ts=4 sw=4 cindent cino^=l0,\:0,N-s
123