| 1 | namespace dnnl { |
|---|---|
| 2 | namespace impl { |
| 3 | namespace gpu { |
| 4 | namespace ocl { |
| 5 | const char *gemm_post_ops_inner_product_kernel = R"==(/******************************************************************************* )==" "\n" |
| 6 | R"==(* Copyright 2019-2020 Intel Corporation )==" "\n" |
| 7 | R"==(* )==" "\n" |
| 8 | R"==(* Licensed under the Apache License, Version 2.0 (the "License"); )==" "\n" |
| 9 | R"==(* you may not use this file except in compliance with the License. )==" "\n" |
| 10 | R"==(* You may obtain a copy of the License at )==" "\n" |
| 11 | R"==(* )==" "\n" |
| 12 | R"==(* http: )==" "\n" |
| 13 | R"==(* )==" "\n" |
| 14 | R"==(* Unless required by applicable law or agreed to in writing, software )==" "\n" |
| 15 | R"==(* distributed under the License is distributed on an "AS IS" BASIS, )==" "\n" |
| 16 | R"==(* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. )==" "\n" |
| 17 | R"==(* See the License for the specific language governing permissions and )==" "\n" |
| 18 | R"==(* limitations under the License. )==" "\n" |
| 19 | R"==(*******************************************************************************/ )==" "\n" |
| 20 | R"==(#include "gpu/ocl/ocl_post_ops.h" )==" "\n" |
| 21 | R"==(#include "gpu/ocl/ocl_types.h" )==" "\n" |
| 22 | R"==(#ifdef DST_DT_F32 )==" "\n" |
| 23 | R"==(#define DST_TO_ACC(x) (x) )==" "\n" |
| 24 | R"==(#else )==" "\n" |
| 25 | R"==(#define DST_TO_ACC(x) TO_DEF_ACC_DATA_T(x) )==" "\n" |
| 26 | R"==(#endif )==" "\n" |
| 27 | R"==(#ifdef BIAS_DT_F32 )==" "\n" |
| 28 | R"==(#define BIAS_TO_ACC(x) (x) )==" "\n" |
| 29 | R"==(#else )==" "\n" |
| 30 | R"==(#define BIAS_TO_ACC(x) TO_DEF_ACC_DATA_T(x) )==" "\n" |
| 31 | R"==(#endif )==" "\n" |
| 32 | R"==(#ifdef SRC_DT_F32 )==" "\n" |
| 33 | R"==(#define SRC_TO_ACC(x) (x) )==" "\n" |
| 34 | R"==(#else )==" "\n" |
| 35 | R"==(#define SRC_TO_ACC(x) TO_DEF_ACC_DATA_T(x) )==" "\n" |
| 36 | R"==(#endif )==" "\n" |
| 37 | R"==(__kernel void gemm_post_ops_inner_product(__global SRC_DATA_T *src, )==" "\n" |
| 38 | R"==(__global BIAS_DATA_T *bias, __global DST_DATA_T *dst POST_OP_ARGS, )==" "\n" |
| 39 | R"==(__global SPAD_DATA_T *scratchpad, global float *scales) { )==" "\n" |
| 40 | R"==(const size_t mb = get_global_id(0) / OC; )==" "\n" |
| 41 | R"==(const size_t oc = get_global_id(0) % OC; )==" "\n" |
| 42 | R"==(const size_t data_idx = mb * OC + oc; )==" "\n" |
| 43 | R"==(#if USE_TEMP_DST == 1 )==" "\n" |
| 44 | R"==(ACC_DATA_T acc = SRC_TO_ACC(scratchpad[data_idx]); )==" "\n" |
| 45 | R"==(#else )==" "\n" |
| 46 | R"==(ACC_DATA_T acc = SRC_TO_ACC(src[data_idx]); )==" "\n" |
| 47 | R"==(#endif )==" "\n" |
| 48 | R"==(#if WITH_BIAS == 1 )==" "\n" |
| 49 | R"==(acc += BIAS_TO_ACC(bias[oc]); )==" "\n" |
| 50 | R"==(#endif )==" "\n" |
| 51 | R"==(#if WITH_SCALES )==" "\n" |
| 52 | R"==(#if SCALES_COMMON )==" "\n" |
| 53 | R"==(const float scale = scales[0]; )==" "\n" |
| 54 | R"==(#elif SCALES_PER_OC )==" "\n" |
| 55 | R"==(const float scale = scales[oc]; )==" "\n" |
| 56 | R"==(#else )==" "\n" |
| 57 | R"==(#error "Unsupported scale type" )==" "\n" |
| 58 | R"==(#endif )==" "\n" |
| 59 | R"==(acc *= scale; )==" "\n" |
| 60 | R"==(#endif )==" "\n" |
| 61 | R"==(float sum_src; )==" "\n" |
| 62 | R"==(#if WITH_SUM )==" "\n" |
| 63 | R"==(sum_src = DST_TO_ACC(dst[data_idx]); )==" "\n" |
| 64 | R"==(#endif )==" "\n" |
| 65 | R"==(float accumulator = acc; )==" "\n" |
| 66 | R"==(APPLY_POST_OPS_SERIAL_BINARY_2D( )==" "\n" |
| 67 | R"==(accumulator, float, sum_src, float, mb, 1, oc, 1); )==" "\n" |
| 68 | R"==(dst[data_idx] = TO_DST(accumulator); )==" "\n" |
| 69 | R"==(} )==" "\n" |
| 70 | R"==()=="; |
| 71 | } |
| 72 | } |
| 73 | } |
| 74 | } |
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