aboutsummaryrefslogtreecommitdiff
path: root/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp
diff options
context:
space:
mode:
authorMichalis Spyrou <michalis.spyrou@arm.com>2022-06-15 19:02:28 +0100
committerMichalis Spyrou <michalis.spyrou@arm.com>2022-06-27 14:05:05 +0000
commitb1fcefddf3f59219a9d7930d607175b7e6c39347 (patch)
tree34e95efded15194b3c8abe4ba3da308c3259301d /src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp
parent41eb2d92c89274200d59ff97653e2bd66819b310 (diff)
downloadComputeLibrary-b1fcefddf3f59219a9d7930d607175b7e6c39347.tar.gz
Implement new Elementwise Dynamic Fusion Operators: Div, Floor
Resolves: COMPMID-5355 Change-Id: I92f73fbe885f28bbe7b07965b90cfd807c93602f Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7745 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: SiCong Li <sicong.li@arm.com>
Diffstat (limited to 'src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp')
-rw-r--r--src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp207
1 files changed, 0 insertions, 207 deletions
diff --git a/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp b/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp
deleted file mode 100644
index 965a68f51d..0000000000
--- a/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.cpp
+++ /dev/null
@@ -1,207 +0,0 @@
-/*
- * Copyright (c) 2022 Arm Limited.
- *
- * SPDX-License-Identifier: MIT
- *
- * Permission is hereby granted, free of charge, to any person obtaining a copy
- * of this software and associated documentation files (the "Software"), to
- * deal in the Software without restriction, including without limitation the
- * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
- * sell copies of the Software, and to permit persons to whom the Software is
- * furnished to do so, subject to the following conditions:
- *
- * The above copyright notice and this permission notice shall be included in all
- * copies or substantial portions of the Software.
- *
- * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
- * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
- * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
- * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
- * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
- * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
- * SOFTWARE.
- */
-#ifdef ENABLE_EXPERIMENTAL_DYNAMIC_FUSION
-
-#include "src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseAddKernelComponent.h"
-#include "arm_compute/core/Validate.h"
-#include "src/core/helpers/AutoConfiguration.h"
-#include "src/core/helpers/WindowHelpers.h"
-
-namespace arm_compute
-{
-namespace experimental
-{
-namespace dynamic_fusion
-{
-ComponentType ClElementwiseAddKernelComponent::get_component_type() const
-{
- return ComponentType::Simple;
-}
-
-std::set<std::string> ClElementwiseAddKernelComponent::get_headers_list() const
-{
- return std::set<std::string> { "common/experimental/gemm_fused_post_ops/fp_mixed_precision_helpers.h", "tile_helpers.h" };
-}
-
-Window ClElementwiseAddKernelComponent::get_window() const
-{
- const ITensorInfo *lhs_info = _blueprint->impl().get_kernel_argument_info(_lhs.arg_id);
- const ITensorInfo *rhs_info = _blueprint->impl().get_kernel_argument_info(_rhs.arg_id);
- ITensorInfo *dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
-
- ARM_COMPUTE_ERROR_ON_NULLPTR(lhs_info, rhs_info, dst_info);
-
- const std::pair<TensorShape, ValidRegion> broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(*lhs_info, *rhs_info);
- const TensorShape &out_shape = broadcast_pair.first;
-
- auto_init_if_empty(*dst_info, out_shape, 1, lhs_info->data_type());
-
- const unsigned int vector_size_byte_opencl = 16;
- const unsigned int num_elems_processed_per_iteration = adjust_vec_size(vector_size_byte_opencl / dst_info->element_size(), dst_info->dimension(0));
- Window win = calculate_max_window(*dst_info, Steps(num_elems_processed_per_iteration));
-
- return win;
-}
-
-std::string ClElementwiseAddKernelComponent::get_component_code() const
-{
- std::string code;
- const bool is_root = _blueprint->impl().group(_lhs.arg_id) == SharedVarGroup::Argument && _blueprint->impl().group(_rhs.arg_id) == SharedVarGroup::Argument;
-
- if(is_root)
- {
- return R"_(
- //------------------ START KERNEL {{meta_kernel_id}} ELTWISE_ADD ---------------------
- // IN_0(LHS) {{lhs}}
- // IN_1(RHS) {{rhs}}
- // OUT(dst, accum) {{dst}}
-
- // dst = lhs + rhs (mix-precision, broadcast, boundary aware)
- TILE({{DATA_TYPE}}, M0, N0, {{dst}});
- {
- TILE({{DATA_TYPE}}, M0, N0, lhs_tile);
- TILE({{DATA_TYPE}}, M0, N0, rhs_tile);
-
- T_LOAD({{DATA_TYPE}}, M0, N0, BUFFER, {{lhs}}, cout, mout, 1, {{lhs}}_stride_y, lhs_tile);
- T_LOAD({{DATA_TYPE}}, M0, N0, BUFFER, {{rhs}}, cout, mout, 1, {{rhs}}_stride_y, rhs_tile);
-
-#if defined(IS_BROADCAST)
- T_ADD_BROADCAST_X({{DATA_TYPE}}, M0, N0, lhs_tile, rhs_tile, {{dst}});
-#else // !defined(IS_BROADCAST)
- T_ADD({{DATA_TYPE}}, M0, N0, lhs_tile, rhs_tile, {{dst}});
-#endif // defined(IS_BROADCAST)
-
- }
- //------------------ END KERNEL {{meta_kernel_id}} ELTWISE_ADD ---------------------
-)_";
- }
- else
- {
- return R"_(
- //------------------ START KERNEL {{meta_kernel_id}} ELTWISE_ADD ---------------------
- // IN_0/Out(Accumulator) {{acc}}
- // IN_1(Addend) {{addend}}
-
- // acc = addend + acc (mix-precision, broadcast, boundary aware)
- {
- TILE({{DATA_TYPE}}, M0, N0, addend_tile);
-
- T_LOAD({{DATA_TYPE}}, M0, N0, BUFFER, {{addend}}, cout, mout, 1, {{addend}}_stride_y, addend_tile);
-
-#if defined(IS_BROADCAST)
- T_ADD_BROADCAST_X({{DATA_TYPE}}, M0, N0, {{acc}}, addend_tile, {{acc}});
-#else // !defined(IS_BROADCAST)
- T_ADD({{DATA_TYPE}}, M0, N0, {{acc}}, addend_tile, {{acc}});
-#endif // defined(IS_BROADCAST)
- }
- //------------------ END KERNEL {{meta_kernel_id}} ELTWISE_ADD ---------------------
-)_";
- }
-}
-
-CLBuildOptions ClElementwiseAddKernelComponent::generate_build_options() const
-{
- const auto t_src_info = _blueprint->impl().get_kernel_argument_info(_rhs.arg_id);
- const auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
-
- CLBuildOptions build_opts{};
- const auto n0 = _blueprint->impl().get_execution_window().x().step();
- const auto m0 = _blueprint->impl().get_execution_window().y().step();
- const bool is_broadcast = t_src_info->tensor_shape() != t_dst_info->tensor_shape();
-
- build_opts.add_option("-DM0=" + support::cpp11::to_string(m0));
- build_opts.add_option("-DN0=" + support::cpp11::to_string(n0));
- build_opts.add_option_if(is_broadcast, "-DIS_BROADCAST");
-
- return build_opts;
-}
-
-std::string ClElementwiseAddKernelComponent::generate_config_id() const
-{
- auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
- std::string config_id{};
- config_id += lower_string(string_from_data_type(t_dst_info->data_type()));
- config_id += "_";
- config_id += support::cpp11::to_string(t_dst_info->dimension(0));
- config_id += "_";
- config_id += support::cpp11::to_string(t_dst_info->dimension(1));
- config_id += "_";
- config_id += lower_string(string_from_data_layout(t_dst_info->data_layout()));
- return config_id;
-}
-
-void ClElementwiseAddKernelComponent::allocate_shared_vars(SharedVarTable &vtable) const
-{
- const bool is_root = _blueprint->impl().group(_lhs.arg_id) == SharedVarGroup::Argument && _blueprint->impl().group(_rhs.arg_id) == SharedVarGroup::Argument;
- vtable.add(_lhs, _blueprint->impl().group(_lhs.arg_id), ClKernelArgDescriptor(_lhs.arg_id, ClKernelTensorArgType::Tensor_4D_t_Buffer), "lhs");
- vtable.add(_rhs, _blueprint->impl().group(_rhs.arg_id), ClKernelArgDescriptor(_rhs.arg_id, ClKernelTensorArgType::Tensor_4D_t_Buffer), "rhs");
- if(is_root)
- {
- vtable.add(_dst, _blueprint->impl().group(_dst.arg_id), ClKernelArgDescriptor(_dst.arg_id, ClKernelTensorArgType::Tensor_4D_t_Buffer), "dst");
- }
-}
-
-ClElementwiseAddKernelComponent::TagLUT ClElementwiseAddKernelComponent::get_tag_lut(const SharedVarTable &vtable) const
-{
- TagLUT lut{};
- const auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
- // Arguments and global shared variables
- const bool is_root = _blueprint->impl().group(_lhs.arg_id) == SharedVarGroup::Argument && _blueprint->impl().group(_rhs.arg_id) == SharedVarGroup::Argument;
- if(is_root)
- {
- lut["lhs"] = vtable.get(_lhs);
- lut["rhs"] = vtable.get(_rhs);
- lut["dst"] = vtable.get(_dst);
- }
- else
- {
- // Determine which link is the accumulator
- Link accumulator;
- Link addend;
- if(_blueprint->impl().group(_lhs.arg_id) == SharedVarGroup::Automatic)
- {
- accumulator = _lhs;
- addend = _rhs;
- }
- else if(_blueprint->impl().group(_rhs.arg_id) == SharedVarGroup::Automatic)
- {
- accumulator = _rhs;
- addend = _lhs;
- }
- else
- {
- ARM_COMPUTE_ERROR("Invalid elementwise component linking");
- }
- lut["acc"] = vtable.get(accumulator);
- lut["addend"] = vtable.get(addend);
- }
- // Local build options
- lut["meta_kernel_id"] = id();
- lut["DATA_TYPE"] = get_cl_type_from_data_type(t_dst_info->data_type());
- return lut;
-}
-} // namespace dynamic_fusion
-} // namespace experimental
-} // namespace arm_compute
-#endif /* ENABLE_EXPERIMENTAL_DYNAMIC_FUSION */ \ No newline at end of file