Adds Conv3d reference implementation support.

Expands the interface with the following items:
- Size3D Class.
- Conv3dInfo Struct.
- Padding3D Struct.
- Add 'NDHWC' to supported Tensor Data Layouts.
- Add function to compute expected size of Conv3d.

Resolves COMPMID-4658 & COMPMID-4657

Signed-off-by: Adnan AlSinan <adnan.alsinan@arm.com>
Change-Id: Ic7452c48461eedaa38eaf3ac458f54b031e7dfa8
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/6187
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 106 insertions, 0 deletions

diff --git a/arm_compute/core/Size3D.h b/arm_compute/core/Size3D.h
new file mode 100644
index 0000000000..1d8febe3ce
--- /dev/null
+++ b/arm_compute/core/Size3D.h
@@ -0,0 +1,106 @@
+/*
+ * Copyright (c) 2021 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef ARM_COMPUTE_SIZE3D_H
+#define ARM_COMPUTE_SIZE3D_H
+
+#include <string>
+
+namespace arm_compute
+{
+/** Class for specifying the size of a 3D shape or object */
+class Size3D
+{
+public:
+    /** Default constructor */
+    Size3D() = default;
+    /** Constructor. Initializes "width", "height" and "depth" respectively with "w", "h" and "d"
+     *
+     * @param[in] w Width of the 3D shape or object
+     * @param[in] h Height of the 3D shape or object
+     * @param[in] d Depth of the 3D shape or object
+     */
+    Size3D(size_t w, size_t h, size_t d)
+        : width(w), height(h), depth(d)
+    {
+    }
+
+    /** Convert the values stored to string
+     *
+     * @return string of (width x height x depth).
+     */
+    std::string to_string() const;
+
+    /** Semantic accessor for width as x.
+     *
+     * @return x.
+     */
+    size_t x() const
+    {
+        return width;
+    }
+
+    /** Semantic accessor for height as y.
+     *
+     * @return y.
+     */
+    size_t y() const
+    {
+        return height;
+    }
+
+    /** Semantic accessor for depth as z.
+     *
+     * @return z.
+     */
+    size_t z() const
+    {
+        return depth;
+    }
+
+public:
+    size_t width  = {}; /**< Width of the 3D shape or object */
+    size_t height = {}; /**< Height of the 3D shape or object */
+    size_t depth  = {}; /**< Depth of the 3D shape or object */
+};
+
+/** Operator to compare two Size3D objects to be equal
+ *
+ * @param[in] lhs Left-hand side Size3D object.
+ * @param[in] rhs Right-hand side Size3D object.
+ *
+ * @return True if two instances have the same width, height and depth
+ */
+bool operator==(const Size3D &lhs, const Size3D &rhs);
+
+/** Operator to compare two Size3D objects to be different
+ *
+ * @param[in] lhs Left-hand side Size3D object.
+ * @param[in] rhs Right-hand side Size3D object.
+ *
+ * @return True if two instances have a difference in width, height or depth
+ */
+bool operator!=(const Size3D &lhs, const Size3D &rhs);
+
+} // namespace arm_compute
+#endif /* ARM_COMPUTE_SIZE3D_H */