COMPMID-674 - Create Google InceptionV3 example
Change-Id: I389e0d4104b7dde60b7cdd612a83f3328517e44c
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/115804
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
diff --git a/src/graph/nodes/BranchLayer.cpp b/src/graph/nodes/BranchLayer.cpp
index 6352bfc..7a20a56 100644
--- a/src/graph/nodes/BranchLayer.cpp
+++ b/src/graph/nodes/BranchLayer.cpp
@@ -37,46 +37,6 @@
using namespace arm_compute::graph;
-namespace
-{
-void depth_concatenate_output_info(ITensorInfo *info, ITensorInfo *sub_tensor_info)
-{
- ARM_COMPUTE_ERROR_ON(info == nullptr);
- ARM_COMPUTE_ERROR_ON(sub_tensor_info == nullptr);
-
- TensorShape info_shape = info->tensor_shape();
- const TensorShape &sub_tensor_info_shape = sub_tensor_info->tensor_shape();
-
- // Update parent info and valid region
- if(info_shape.total_size() == 0)
- {
- arm_compute::auto_init_if_empty(*info,
- sub_tensor_info->tensor_shape(),
- sub_tensor_info->num_channels(),
- sub_tensor_info->data_type(), sub_tensor_info->fixed_point_position(), sub_tensor_info->quantization_info());
- info->set_valid_region(sub_tensor_info->valid_region());
- }
- else
- {
- ARM_COMPUTE_ERROR_ON(info->num_channels() != sub_tensor_info->num_channels());
- ARM_COMPUTE_ERROR_ON(info->data_type() != sub_tensor_info->data_type());
- ARM_COMPUTE_ERROR_ON(info->fixed_point_position() != sub_tensor_info->fixed_point_position());
-
- // Concatenate depth
- ARM_COMPUTE_ERROR_ON(info_shape.x() != sub_tensor_info_shape.x());
- ARM_COMPUTE_ERROR_ON(info_shape.y() != sub_tensor_info_shape.y());
- info_shape.set(2, info_shape.z() + sub_tensor_info_shape.z());
- info->set_tensor_shape(info_shape);
-
- // Update valid region
- arm_compute::ValidRegion info_valid_region = info->valid_region();
- info_valid_region.shape.set(2, info_shape.z());
- arm_compute::ValidRegion updated_region = arm_compute::intersect_valid_regions(info_valid_region, sub_tensor_info->valid_region());
- info->set_valid_region(updated_region);
- }
-}
-} // namespace
-
/** Branch function */
class BranchFunction final : public arm_compute::IFunction
{
@@ -117,9 +77,8 @@
// Create branch function
auto func = arm_compute::support::cpp14::make_unique<BranchFunction>();
- // Track output SubTensorInfo and depth
- TensorInfo out_info;
- int depth = 0;
+ // Track output depth
+ int depth = 0;
// Constuct all sub-graphs given the input/output
for(auto &sg : _sub_graphs)
@@ -143,10 +102,13 @@
// Create output sub-tensor
if(!sg->has_output())
{
- ARM_COMPUTE_ERROR_ON(dynamic_cast<Tensor *>(output) == nullptr);
- out = arm_compute::support::cpp14::make_unique<SubTensor>(*dynamic_cast<Tensor *>(output),
- output->tensor()->info()->tensor_shape(),
- Coordinates(0, 0, depth));
+ ARM_COMPUTE_ERROR_ON((dynamic_cast<Tensor *>(output) == nullptr) && (dynamic_cast<SubTensor *>(output) == nullptr));
+
+ out = arm_compute::support::cpp14::make_unique<SubTensor>(output->tensor(),
+ TensorShape(),
+ Coordinates(0, 0, depth),
+ output->target(),
+ true);
out_sub_tensor = dynamic_cast<SubTensor *>(out.get());
}
@@ -161,17 +123,8 @@
{
ARM_COMPUTE_ERROR_ON(out_sub_tensor->tensor() == nullptr);
depth += out_sub_tensor->tensor()->info()->tensor_shape()[2];
- depth_concatenate_output_info(&out_info, out_sub_tensor->tensor()->info());
}
}
- // Auto-init output
- arm_compute::auto_init_if_empty(*output->tensor()->info(),
- out_info.tensor_shape(),
- out_info.num_channels(),
- out_info.data_type(),
- out_info.fixed_point_position(),
- out_info.quantization_info());
-
return std::move(func);
}
\ No newline at end of file