diff options
Diffstat (limited to 'src/core/CL')
| -rw-r--r-- | src/core/CL/CLUtils.cpp | 14 | ||||
| -rw-r--r-- | src/core/CL/cl_kernels/common/experimental/gemm_fused_post_ops/fp_elementwise_op_helpers.h | 12 |
2 files changed, 26 insertions, 0 deletions
diff --git a/src/core/CL/CLUtils.cpp b/src/core/CL/CLUtils.cpp index 748b0f55a1..88b31c8349 100644 --- a/src/core/CL/CLUtils.cpp +++ b/src/core/CL/CLUtils.cpp @@ -151,6 +151,20 @@ void PostOpCLKernelUtils::set_post_ops_cl_build_options(CLBuildOptions &build_op ++arg_id; } } + else if(post_op->type() == experimental::PostOpType::Eltwise_PRelu) + { + size_t arg_id = 1; + const auto eltwise_op = slot_prefix + "_ELTWISE_OP=PRELU" + "_X_POS_" + support::cpp11::to_string(post_op->prev_dst_pos()); + build_opts.add_option(eltwise_op); + for(const auto &tensor : post_op->arguments()) + { + const auto height = slot_prefix + "_ELTWISE_ARG" + support::cpp11::to_string(arg_id) + "_HEIGHT=" + support::cpp11::to_string((*tensor)->dimension(1)); + const auto width = slot_prefix + "_ELTWISE_ARG" + support::cpp11::to_string(arg_id) + "_WIDTH=" + support::cpp11::to_string((*tensor)->dimension(0)); + build_opts.add_option(height); + build_opts.add_option(width); + ++arg_id; + } + } } } diff --git a/src/core/CL/cl_kernels/common/experimental/gemm_fused_post_ops/fp_elementwise_op_helpers.h b/src/core/CL/cl_kernels/common/experimental/gemm_fused_post_ops/fp_elementwise_op_helpers.h index 9ddf51a13c..b584251c2a 100644 --- a/src/core/CL/cl_kernels/common/experimental/gemm_fused_post_ops/fp_elementwise_op_helpers.h +++ b/src/core/CL/cl_kernels/common/experimental/gemm_fused_post_ops/fp_elementwise_op_helpers.h @@ -45,7 +45,13 @@ #if VEC_SIZE == 1 #define PRELU_X_POS_0(x, y) (x > 0 ? x : x * y) #else // VEC_SIZE == 1 + +#if defined(MIXED_PRECISION) +#define PRELU_X_POS_0(x, y) (select(y * x, x, CONVERT((x > (DATA_TYPE_ACCUMULATOR)0), SELECT_VEC_DATA_TYPE(DATA_TYPE_ACCUMULATOR, VEC_SIZE)))) +#else // MIXED_PRECISION #define PRELU_X_POS_0(x, y) (select(y * x, x, CONVERT((x > (DATA_TYPE)0), SELECT_VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)))) +#endif // MIXED_PRECISION + #endif // VEC_SIZE == 1 #define DIV_X_POS_0(x, y) (x / y) #define AND_X_POS_0(x, y) (CONVERT((x && y), VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)) & ((VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE))1)) @@ -60,7 +66,13 @@ #if VEC_SIZE == 1 #define PRELU_X_POS_1(x, y) (y > 0 ? y : y * x) #else // VEC_SIZE == 1 + +#if defined(MIXED_PRECISION) +#define PRELU_X_POS_1(x, y) (select(x * y, y, CONVERT((y > (DATA_TYPE_ACCUMULATOR)0), SELECT_VEC_DATA_TYPE(DATA_TYPE_ACCUMULATOR, VEC_SIZE)))) +#else // MIXED_PRECISION #define PRELU_X_POS_1(x, y) (select(x * y, y, CONVERT((y > (DATA_TYPE)0), SELECT_VEC_DATA_TYPE(DATA_TYPE, VEC_SIZE)))) +#endif // MIXED_PRECISION + #endif // VEC_SIZE == 1 #define DIV_X_POS_1(x, y) (y / x) #define AND_X_POS_1(x, y) AND_X_POS_0(x, y) |