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Diffstat (limited to 'src/graph/backends/GLES/GCNodeValidator.cpp')
-rw-r--r--src/graph/backends/GLES/GCNodeValidator.cpp151
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diff --git a/src/graph/backends/GLES/GCNodeValidator.cpp b/src/graph/backends/GLES/GCNodeValidator.cpp
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-/*
- * Copyright (c) 2018-2019 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.
- */
-#include "arm_compute/graph/backends/GLES/GCNodeValidator.h"
-
-#include "arm_compute/graph/backends/ValidateHelpers.h"
-#include "arm_compute/graph/nodes/Nodes.h"
-
-#include "arm_compute/core/utils/misc/Cast.h"
-#include "arm_compute/runtime/GLES_COMPUTE/GCFunctions.h"
-
-using namespace arm_compute::utils::cast;
-
-namespace arm_compute
-{
-namespace graph
-{
-namespace backends
-{
-namespace
-{
-/** Validates a Depthwise Convolution layer node
- *
- * @param[in] node Node to validate
- *
- * @return Status
- */
-Status validate_depthwise_convolution_layer(DepthwiseConvolutionLayerNode &node)
-{
- ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating GCDepthwiseConvolutionLayer node with ID : " << node.id() << " and Name: " << node.name() << std::endl);
- ARM_COMPUTE_RETURN_ERROR_ON(node.num_inputs() != 3);
- ARM_COMPUTE_RETURN_ERROR_ON(node.num_outputs() != 1);
-
- // Extract IO and info
- arm_compute::ITensorInfo *weights = detail::get_backing_tensor_info(node.input(1));
- ARM_COMPUTE_ERROR_ON(weights == nullptr);
-
- // TODO (geopin01) : Switch when validation is implemented
- // Validate function
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(weights->tensor_shape().x() != 3 && weights->tensor_shape().y() != 3, "Unsupported depthwise convolution");
-
- return Status{};
-}
-/** Validates a Convolution layer node
- *
- * @param[in] node Node to validate
- *
- * @return Status
- */
-Status validate_convolution_layer(ConvolutionLayerNode &node)
-{
- ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating ConvolutionLayer node with ID : " << node.id() << " and Name: " << node.name() << std::endl);
- ARM_COMPUTE_RETURN_ERROR_ON(node.num_inputs() != 3);
- ARM_COMPUTE_RETURN_ERROR_ON(node.num_outputs() != 1);
-
- // Extract IO and info
- arm_compute::ITensorInfo *weights = detail::get_backing_tensor_info(node.input(1));
- const PadStrideInfo conv_info = node.convolution_info();
- const ConvolutionMethod conv_algorithm = node.convolution_method();
-
- // Validate function
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(node.num_groups() != 1, "Grouping is not supported by ConvolutionLayer!");
- if(conv_algorithm == ConvolutionMethod::Direct)
- {
- bool is_square = weights->tensor_shape().x() == weights->tensor_shape().y();
- bool is_direct = (weights->tensor_shape().x() == 1) || (weights->tensor_shape().x() == 3) || (weights->tensor_shape().x() == 5);
- bool is_correct_stride = (conv_info.stride().first) <= 2 && (conv_info.stride().second <= 2);
- ARM_COMPUTE_RETURN_ERROR_ON_MSG(!(is_square && is_direct && is_correct_stride), "Direct convolution is not supported for given configuration");
- }
-
- return Status{};
-}
-} // namespace
-
-Status GCNodeValidator::validate(INode *node)
-{
- if(node == nullptr)
- {
- return Status{};
- }
-
- NodeType type = node->type();
- switch(type)
- {
- case NodeType::BoundingBoxTransformLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : BoundingBoxTransformLayer");
- case NodeType::ChannelShuffleLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ChannelShuffleLayer");
- case NodeType::ConvolutionLayer:
- return validate_convolution_layer(*polymorphic_downcast<ConvolutionLayerNode *>(node));
- case NodeType::DepthwiseConvolutionLayer:
- return validate_depthwise_convolution_layer(*polymorphic_downcast<DepthwiseConvolutionLayerNode *>(node));
- case NodeType::DequantizationLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : DequantizationLayer");
- case NodeType::DetectionOutputLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : DetectionOutputLayer");
- case NodeType::DetectionPostProcessLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : DetectionPostProcessLayer");
- case NodeType::FlattenLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : FlattenLayer");
- case NodeType::GenerateProposalsLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : GenerateProposalsLayer");
- case NodeType::NormalizePlanarYUVLayer:
- return detail::validate_normalize_planar_yuv_layer<GCNormalizePlanarYUVLayer>(*polymorphic_downcast<NormalizePlanarYUVLayerNode *>(node));
- case NodeType::PadLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : PadLayer");
- case NodeType::PermuteLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : PermuteLayer");
- case NodeType::PriorBoxLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : PriorBoxLayer");
- case NodeType::QuantizationLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : QuantizationLayer");
- case NodeType::ReorgLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ReorgLayer");
- case NodeType::ReshapeLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ReshapeLayer");
- case NodeType::ROIAlignLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : ROIAlignLayer");
- case NodeType::SliceLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : SliceLayer");
- case NodeType::UpsampleLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : UpsampleLayer");
- case NodeType::YOLOLayer:
- return ARM_COMPUTE_CREATE_ERROR(arm_compute::ErrorCode::RUNTIME_ERROR, "Unsupported operation : YOLOLayer");
- default:
- return Status{};
- }
-}
-} // namespace backends
-} // namespace graph
-} // namespace arm_compute