MLBEDSW-6686: Resize bilinear HPC with tile padding

- Added support for Resize Bilinear with half pixel centers for int8 and
uint8.

- Utilizes the new "TILE" padding mode.

- Utilizes ofm stride multipliers and modified tile base offsets to
write OFMs interleaved.

Signed-off-by: Rickard Bolin <rickard.bolin@arm.com>
Change-Id: I37fa77c022a368f05fda0ead75d8696c9205f833

1 files changed, 10 insertions, 9 deletions

diff --git a/SUPPORTED_OPS.md b/SUPPORTED_OPS.md
index 6a92e829..36b403ad 100644
--- a/SUPPORTED_OPS.md
+++ b/SUPPORTED_OPS.md
@@ -1,7 +1,7 @@
 # Supported Ops
 
 This file was automatically generated by Vela using the `--supported-ops-report` parameter.  
-Vela version: `3.5.0`
+Vela version: `3.5.1.dev14+gc22ad76.d20220921`
 
 This file complies with
 [**Gitiles Markdown syntax**](https://github.com/google/gitiles/blob/master/Documentation/markdown.md)
@@ -36,6 +36,7 @@ Please check the supported operator list for your chosen runtime for further inf
 | MUL | [Generic](#tflite-generic-constraints), [Specific](#tflite-mul-constraints) |
 | PACK | [Generic](#tflite-generic-constraints) |
 | PAD | [Generic](#tflite-generic-constraints), [Specific](#tflite-pad-constraints) |
+| PRELU | [Generic](#tflite-generic-constraints) |
 | QUANTIZE | [Generic](#tflite-generic-constraints) |
 | RELU | [Generic](#tflite-generic-constraints) |
 | RELU6 | [Generic](#tflite-generic-constraints) |
@@ -116,7 +117,6 @@ This is a list of constraints that the CONCATENATION operator must satisfy in or
 - Axis attribute must be in the range [0, <ofm_dimensions>)
 - All Input dimensionalities must match OFM dimensionality
 - All Input dimensions must match OFM dimension in all axes except the one defined by the axis attribute
-- All Input dimensions must match OFM dimension in all axes except the one defined by the axis attribute
 - The size of the OFM axis must match the sum of all IFM axis defined by the axis attribute
 
 ### TFLite CONV_2D Constraints
@@ -184,7 +184,6 @@ This is a list of constraints that the LEAKY_RELU operator must satisfy in order
 
 - At least one Input's shape must match the OFM's shape
 - IFM and OFM data types must match
-- Alpha only allowed to be negative if IFM is int8 or uint8
 - Batch size must be 1 for Input tensors with more than 2 dimensions
 
 ### TFLite MAXIMUM Constraints
@@ -268,6 +267,7 @@ This is a list of constraints that the RESHAPE operator must satisfy in order to
 
 - Input and output quantisation must match.
 - Shape must be constant
+- Reshape on NPU not supported before MEAN operator
 
 ### TFLite RESIZE_BILINEAR Constraints
 
@@ -276,11 +276,12 @@ This is a list of constraints that the RESIZE_BILINEAR operator must satisfy in
 - The width and height of the IFM and OFM must match one of the following criteria:  
         IFM W and H must both be 1  
         IFM must match OFM  
-        OFM W and H must be equal and OFM W-1 and H-1 must be 2x/4x/8x IFM W-1 and H-1, if align_corners is True  
-        OFM W and H must be equal and OFM W and H must be 2x/4x/8x IFM W and H, if align_corners is False
+        W and H scaling must be equal and OFM W-1 and H-1 must be 2x/4x/8x IFM W-1 and H-1, if align_corners is True  
+        W and H scaling must be equal and OFM W and H must be 2x/4x/8x IFM W and H, if align_corners is False
 - The size tensor must match the output tensor shape
 - Both align_corners and half_pixel_centers can't be True
-- half_pixel_centers are not supported
+- Half_pixel_centers are only supported for resize bilinear with IFM dtype int8 or uint8
+- Half_pixel_centers for resize bilinear requires that OFM W and H is 2x IFM W and H
 
 ### TFLite RESIZE_NEAREST_NEIGHBOR Constraints
 
@@ -289,11 +290,11 @@ This is a list of constraints that the RESIZE_NEAREST_NEIGHBOR operator must sat
 - The width and height of the IFM and OFM must match one of the following criteria:  
         IFM W and H must both be 1  
         IFM must match OFM  
-        OFM W and H must be equal and OFM W-1 and H-1 must be 2x/4x/8x IFM W-1 and H-1, if align_corners is True  
-        OFM W and H must be equal and OFM W and H must be 2x/4x/8x IFM W and H, if align_corners is False
+        W and H scaling must be equal and OFM W-1 and H-1 must be 2x/4x/8x IFM W-1 and H-1, if align_corners is True  
+        W and H scaling must be equal and OFM W and H must be 2x/4x/8x IFM W and H, if align_corners is False
 - The size tensor must match the output tensor shape
 - Both align_corners and half_pixel_centers can't be True
-- half_pixel_centers are not supported
+- Half_pixel_centers are only supported for resize bilinear with IFM dtype int8 or uint8
 
 ### TFLite SOFTMAX Constraints