diff options
Diffstat (limited to 'arm_compute/graph/backends')
-rw-r--r-- | arm_compute/graph/backends/FunctionHelpers.h | 37 | ||||
-rw-r--r-- | arm_compute/graph/backends/ValidateHelpers.h | 23 |
2 files changed, 60 insertions, 0 deletions
diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h index b7c9c579de..5739773dfc 100644 --- a/arm_compute/graph/backends/FunctionHelpers.h +++ b/arm_compute/graph/backends/FunctionHelpers.h @@ -591,6 +591,43 @@ std::unique_ptr<IFunction> create_normalization_layer(NormalizationLayerNode &no return std::move(func); } +/** Create a backend permute layer function + * + * @tparam PermuteLayerFunction Backend permute function + * @tparam TargetInfo Target-specific information + * + * @param[in] node Node to create the backend function for + * + * @return Backend permute layer function + */ +template <typename PermuteLayerFunction, typename TargetInfo> +std::unique_ptr<IFunction> create_permute_layer(PermuteLayerNode &node) +{ + validate_node<TargetInfo>(node, 1 /* expected inputs */, 1 /* expected outputs */); + + // Extract IO and info + typename TargetInfo::TensorType *input = get_backing_tensor<TargetInfo>(node.input(0)); + typename TargetInfo::TensorType *output = get_backing_tensor<TargetInfo>(node.output(0)); + const PermutationVector &perm = node.permutation_vector(); + ARM_COMPUTE_ERROR_ON(input == nullptr); + ARM_COMPUTE_ERROR_ON(output == nullptr); + + // Create and configure function + auto func = support::cpp14::make_unique<PermuteLayerFunction>(); + func->configure(input, output, perm); + + // Log info + ARM_COMPUTE_LOG_GRAPH_INFO("Instantiated " << node.type() + << " Target " << TargetInfo::TargetType + << " Data Type: " << input->info()->data_type() + << " Input shape: " << input->info()->tensor_shape() + << " Output shape: " << output->info()->tensor_shape() + << " Permutation vector: " << perm + << std::endl); + + return std::move(func); +} + /** Create a backend pooling layer function * * @tparam PoolingLayerFunction Backend pooling function diff --git a/arm_compute/graph/backends/ValidateHelpers.h b/arm_compute/graph/backends/ValidateHelpers.h index ae52593b03..ec84399ac6 100644 --- a/arm_compute/graph/backends/ValidateHelpers.h +++ b/arm_compute/graph/backends/ValidateHelpers.h @@ -175,6 +175,29 @@ Status validate_depthwise_convolution_layer(DepthwiseConvolutionLayerNode &node) return Status{}; } + +/** Validates a permute layer node + * + * @tparam PermuteLayer Permute layer type + * + * @param[in] node Node to validate + * + * @return Status + */ +template <typename PermuteLayer> +Status validate_permute_layer(PermuteLayerNode &node) +{ + ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating PermuteLayer node with ID : " << node.id() << " and Name: " << node.name() << std::endl); + ARM_COMPUTE_RETURN_ERROR_ON(node.num_inputs() != 1); + ARM_COMPUTE_RETURN_ERROR_ON(node.num_outputs() != 1); + + // Extract IO and info + arm_compute::ITensorInfo *input = get_backing_tensor_info(node.input(0)); + arm_compute::ITensorInfo *output = get_backing_tensor_info(node.output(0)); + const PermutationVector &perm = node.permutation_vector(); + + return PermuteLayer::validate(input, output, perm); +} } // namespace detail } // namespace backends } // namespace graph |