aboutsummaryrefslogtreecommitdiff
path: root/arm_compute/graph/backends/ValidateHelpers.h
diff options
context:
space:
mode:
Diffstat (limited to 'arm_compute/graph/backends/ValidateHelpers.h')
-rw-r--r--arm_compute/graph/backends/ValidateHelpers.h73
1 files changed, 73 insertions, 0 deletions
diff --git a/arm_compute/graph/backends/ValidateHelpers.h b/arm_compute/graph/backends/ValidateHelpers.h
index 673caf9eac..d689c1f89d 100644
--- a/arm_compute/graph/backends/ValidateHelpers.h
+++ b/arm_compute/graph/backends/ValidateHelpers.h
@@ -579,6 +579,79 @@ Status validate_yolo_layer(YOLOLayerNode &node)
// Validate function
return YOLOLayer::validate(input, output, node.activation_info(), node.num_classes());
}
+/** Validates a element-wise layer node
+ *
+ * @param[in] node Node to validate
+ *
+ * @return Status
+ */
+template <typename EltwiseLayerFunctions>
+Status validate_eltwise_Layer(EltwiseLayerNode &node)
+{
+ ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating EltwiseLayer node with ID : " << node.id() << " and Name: " << node.name() << std::endl);
+ ARM_COMPUTE_RETURN_ERROR_ON(node.num_inputs() != 2);
+ ARM_COMPUTE_RETURN_ERROR_ON(node.num_outputs() != 1);
+
+ // Extract input and output
+ const arm_compute::ITensorInfo *input1 = detail::get_backing_tensor_info(node.input(0));
+ const arm_compute::ITensorInfo *input2 = detail::get_backing_tensor_info(node.input(1));
+ const arm_compute::ITensorInfo *output = get_backing_tensor_info(node.output(0));
+ const EltwiseOperation eltwise_op = node.eltwise_operation();
+ const ConvertPolicy convert_policy = node.convert_policy();
+ const RoundingPolicy round_policy = node.rounding_policy();
+ const ActivationLayerInfo act_info = node.fused_activation();
+ const QuantizationInfo quant_info = node.output_quant_info();
+ const float scale = (quant_info.scale().empty()) ? 1.0f : quant_info.scale()[0];
+
+ // Validate function
+ if(eltwise_op == EltwiseOperation::Add)
+ {
+ return EltwiseLayerFunctions::ArithmeticAddition::validate(input1, input2, output, convert_policy, act_info);
+ }
+ else if(eltwise_op == EltwiseOperation::Sub)
+ {
+ return EltwiseLayerFunctions::ArithmeticSubtraction::validate(input1, input2, output, convert_policy, act_info);
+ }
+ else if(eltwise_op == EltwiseOperation::Mul)
+ {
+ return EltwiseLayerFunctions::PixelWiseMultiplication::validate(input1, input2, output, scale, convert_policy, round_policy, act_info);
+ }
+ else
+ {
+ ARM_COMPUTE_ERROR("Unsupported element-wise operation!");
+ }
+ return Status{};
+}
+/** Validates a unary element-wise layer node
+ *
+ * @param[in] node Node to validate
+ *
+ * @return Status
+ */
+template <typename UnaryEltwiseLayerFunctions>
+Status validate_unary_eltwise_layer(UnaryEltwiseLayerNode &node)
+{
+ ARM_COMPUTE_LOG_GRAPH_VERBOSE("Validating EltwiseLayer 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));
+ const UnaryEltwiseOperation eltwise_op = node.eltwise_descriptor().op;
+
+ // Validate function
+ if(eltwise_op == UnaryEltwiseOperation::Exp)
+ {
+ return UnaryEltwiseLayerFunctions::ExpLayer::validate(input, output);
+ }
+ else
+ {
+ ARM_COMPUTE_ERROR("Unsupported unary element-wise operation!");
+ }
+
+ return Status{};
+}
} // namespace detail
} // namespace backends
} // namespace graph