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>

1 files changed, 47 insertions, 6 deletions

diff --git a/src/core/SubTensorInfo.cpp b/src/core/SubTensorInfo.cpp
index 7a4886ff60..0150a95cc6 100644
--- a/src/core/SubTensorInfo.cpp
+++ b/src/core/SubTensorInfo.cpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017, 2018 ARM Limited.
+ * Copyright (c) 2017-2018 ARM Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -30,17 +30,49 @@
 
 using namespace arm_compute;
 
+namespace
+{
+/** Extends parent shape depending on subtensor's coordinates and shape
+ *
+ * @param parent_shape Parent shape
+ * @param shape        Subtensor shape
+ * @param coords       Subtensor coordinates inside parent tensor
+ *
+ * @return Extended parent shape
+ */
+TensorShape extend_parent_shape(TensorShape parent_shape, TensorShape shape, Coordinates coords)
+{
+    // Subtensor should not index in x, y dimensions.
+    ARM_COMPUTE_ERROR_ON((coords.x() != 0) || (coords.y() != 0));
+
+    // Cannot extend on x, y ?
+    ARM_COMPUTE_ERROR_ON((parent_shape.total_size() != 0) && (parent_shape.x() != shape.x()) && (parent_shape.y() != shape.y()));
+
+    // Extend shape
+    for(unsigned int i = 0; i < TensorShape::num_max_dimensions; ++i)
+    {
+        int dimension_extend = coords[i] + static_cast<int>(shape[i]);
+        if((dimension_extend > static_cast<int>(parent_shape[i])) && (dimension_extend > 0))
+        {
+            parent_shape.set(i, static_cast<size_t>(dimension_extend));
+        }
+    }
+
+    return parent_shape;
+}
+} // namespace
+
 SubTensorInfo::SubTensorInfo()
-    : _parent(nullptr), _tensor_shape(), _coords(), _valid_region{ Coordinates(), _tensor_shape }
+    : _parent(nullptr), _tensor_shape(), _coords(), _valid_region{ Coordinates(), _tensor_shape }, _extend_parent(false)
 {
 }
 
-SubTensorInfo::SubTensorInfo(ITensorInfo *parent, TensorShape tensor_shape, Coordinates coords)
-    : _parent(parent), _tensor_shape(tensor_shape), _coords(coords), _valid_region{ Coordinates(), _tensor_shape }
+SubTensorInfo::SubTensorInfo(ITensorInfo *parent, TensorShape tensor_shape, Coordinates coords, bool extend_parent)
+    : _parent(parent), _tensor_shape(tensor_shape), _coords(coords), _valid_region{ Coordinates(), _tensor_shape }, _extend_parent(extend_parent)
 {
     ARM_COMPUTE_ERROR_ON(parent == nullptr);
     // Check if subtensor is valid if parent is configured
-    if(parent->tensor_shape().total_size() != 0)
+    if(parent->tensor_shape().total_size() != 0 && !_extend_parent)
     {
         ARM_COMPUTE_ERROR_ON_INVALID_SUBTENSOR(parent->tensor_shape(), coords, tensor_shape);
     }
@@ -63,11 +95,19 @@ std::unique_ptr<ITensorInfo> SubTensorInfo::clone() const
 ITensorInfo &SubTensorInfo::set_tensor_shape(TensorShape shape)
 {
     ARM_COMPUTE_ERROR_ON(_parent == nullptr);
+
     // Check if subtensor is valid if parent is configured
-    if(_parent->tensor_shape().total_size() != 0)
+    if(_parent->tensor_shape().total_size() != 0 && !_extend_parent)
     {
         ARM_COMPUTE_ERROR_ON_INVALID_SUBTENSOR(_parent->tensor_shape(), _coords, shape);
     }
+    else if(_extend_parent) // Extend parent shape, configure if specified
+    {
+        ARM_COMPUTE_ERROR_ON((_parent->data_type() == DataType::UNKNOWN) && (_parent->format() == Format::UNKNOWN));
+        TensorShape parent_extended_shape = extend_parent_shape(_parent->tensor_shape(), shape, _coords);
+        _parent->set_tensor_shape(parent_extended_shape);
+        _parent->set_valid_region(ValidRegion{ Coordinates(), parent_extended_shape });
+    }
     _tensor_shape = shape;
     return *this;
 }
@@ -76,6 +116,7 @@ bool SubTensorInfo::extend_padding(const PaddingSize &padding)
 {
     ARM_COMPUTE_ERROR_ON(_parent == nullptr);
     ARM_COMPUTE_ERROR_ON(!_parent->is_resizable());
+    ARM_COMPUTE_ERROR_ON(_parent->total_size() == 0);
 
     // Extend parent padding if required
     return _parent->extend_padding(padding);