From 23e2479c6e29674a1186465eb6e38b73760c8a91 Mon Sep 17 00:00:00 2001 From: Gian Marco Iodice Date: Fri, 7 Sep 2018 15:32:14 +0100 Subject: COMPMID-1556 - Add ReorgLayer to graph API Change-Id: I50c13b5808f3cceec36b92e7afc027f47ebbdea4 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/147369 Reviewed-by: Michele DiGiorgio Reviewed-by: Georgios Pinitas Tested-by: Jenkins --- arm_compute/graph/backends/FunctionHelpers.h | 35 ++++++++++++++++++++++++++++ arm_compute/graph/backends/ValidateHelpers.h | 23 ++++++++++++++++++ 2 files changed, 58 insertions(+) (limited to 'arm_compute/graph/backends') diff --git a/arm_compute/graph/backends/FunctionHelpers.h b/arm_compute/graph/backends/FunctionHelpers.h index bf458ae33f..b1446ea493 100644 --- a/arm_compute/graph/backends/FunctionHelpers.h +++ b/arm_compute/graph/backends/FunctionHelpers.h @@ -695,6 +695,41 @@ std::unique_ptr create_pooling_layer(PoolingLayerNode &node) return std::move(func); } +/** Create a backend reorg layer function + * + * @tparam ReorgLayerFunction Backend reshape function + * @tparam TargetInfo Target-specific information + * + * @param[in] node Node to create the backend function for + * + * @return Backend reshape layer function + */ +template +std::unique_ptr create_reorg_layer(ReorgLayerNode &node) +{ + validate_node(node, 1 /* expected inputs */, 1 /* expected outputs */); + + // Extract IO and info + typename TargetInfo::TensorType *input = get_backing_tensor(node.input(0)); + typename TargetInfo::TensorType *output = get_backing_tensor(node.output(0)); + ARM_COMPUTE_ERROR_ON(input == nullptr); + ARM_COMPUTE_ERROR_ON(output == nullptr); + + // Create and configure function + auto func = support::cpp14::make_unique(); + func->configure(input, output, node.stride()); + + // 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() + << std::endl); + + return std::move(func); +} + /** Create a backend reshape layer function * * @tparam ReshapeLayerFunction Backend reshape function diff --git a/arm_compute/graph/backends/ValidateHelpers.h b/arm_compute/graph/backends/ValidateHelpers.h index 3064db20c3..e8b8af154f 100644 --- a/arm_compute/graph/backends/ValidateHelpers.h +++ b/arm_compute/graph/backends/ValidateHelpers.h @@ -201,6 +201,29 @@ Status validate_permute_layer(PermuteLayerNode &node) return PermuteLayer::validate(input, output, perm); } + +/** Validates a Reorg layer node + * + * @tparam ReorgLayer Reorg layer type + * + * @param[in] node Node to validate + * + * @return Status + */ +template +Status validate_reorg_layer(ReorgLayerNode &node) +{ + ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating ReorgLayer 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 input and output + arm_compute::ITensorInfo *input = detail::get_backing_tensor_info(node.input(0)); + arm_compute::ITensorInfo *output = get_backing_tensor_info(node.output(0)); + + // Validate function + return ReorgLayer::validate(input, output, node.stride()); +} } // namespace detail } // namespace backends } // namespace graph -- cgit v1.2.1