/* * 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(node)); case NodeType::DepthwiseConvolutionLayer: return validate_depthwise_convolution_layer(*polymorphic_downcast(node)); 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(*polymorphic_downcast(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