ONE - On-device Neural Engine
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Split.cc
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1/*
2 * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
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#include "../KernelGenerator.h"
18#include "../Validator.h"
19
20#include <AclKernelGen.h>
21
23{
24
25void Validator::visit(const ir::operation::Split &) { _supported = true; }
26
27void KernelGenerator::visit(const ir::operation::Split &node)
28{
29 // TODO Support this op by SubTensor
30 const auto ifm_index{node.getInputs().at(ir::operation::Split::Input::INPUT)};
31 const auto axis_index{node.getInputs().at(ir::operation::Split::Input::AXIS)};
32
33 assert(node.param().num_splits == static_cast<int>(node.getOutputs().size()));
34 if (!_ctx.at(axis_index).isConstant())
35 {
36 throw std::runtime_error("Non-constant axis_index NYI for acl_neon backend");
37 }
38
39 const auto ifm_rank = _ctx.at(ifm_index).shape().rank();
40 std::vector<ir::OperandIndex> output_indexes;
41 for (const auto &output : node.getOutputs())
42 output_indexes.emplace_back(output);
43
44 auto ifm_tensor = _tensor_reg->getAclTensor(ifm_index);
45 std::vector<arm_compute::ITensor *> output_tensors;
46 for (const auto &ofm_ind : output_indexes)
47 output_tensors.emplace_back(_tensor_reg->getAclTensor(ofm_ind)->handle());
48
49 auto axis = _ctx.at(axis_index).asScalar<int32_t>();
50 if (axis < 0)
51 axis += ifm_rank;
52 axis = acl_common::ToARMComputeAxis(ifm_rank, axis).value();
53
54 auto fn =
55 acl_common::generateLayer<arm_compute::NESplit>(ifm_tensor->handle(), output_tensors, axis);
56
58}
59
60} // namespace onert::backend::acl_neon
std::unique_ptr< exec::IFunction > _return_fn
const Object & at(const Index &index) const
Get the object that is associated with the given index.
ARMComputeAxis ToARMComputeAxis(uint32_t rank, uint32_t axis)
Definition Swizzle.h:45
std::unique_ptr< AclFunction > asAclFunction(std::unique_ptr<::arm_compute::IFunction > &&layer)
Definition Convert.cc:246