Minor fixes & add FP16 support to refmodel testing and conformance gen

Improve base inference conformance generation:
* Change to target specific dtypes required for conformance tests.
* Reduce dimension sizes of ERROR_IF tests.
NOTE: Will impact tensor, clamp and all ERROR_IF tests.

Add option to change seed on conformance generation for extra
testing.
Stop creation of convolution tests with negative output dimensions.
Improve reporting on failing to allocate tensor due to above issue.
Fix runner to correctly pass ref model debug flags.
Update reference_model examples.

Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I992180dcfe265a7d50edfb151c9f38eeaef5c369

1 files changed, 15 insertions, 6 deletions

diff --git a/verif/conformance/test_select.py b/verif/conformance/test_select.py
index 8b60fbb..9e73b0d 100644
--- a/verif/conformance/test_select.py
+++ b/verif/conformance/test_select.py
@@ -336,7 +336,7 @@ class AvgPool2dOperator(Operator):
     """Test selector for the AVG_POOL2D operator."""
 
     name = "avg_pool2d"
-    param_names = ["shape", "type", "stride", "kernel", "pad"]
+    param_names = ["shape", "type", "accum_type", "stride", "kernel", "pad"]
 
 
 class BitwiseAndOperator(Operator):
@@ -380,7 +380,6 @@ class CLZOperator(Operator):
     """Test selector for the CLZ operator."""
 
     name = "clz"
-    param_names = ["shape", "type"]
 
 
 class ConcatOperator(Operator):
@@ -407,21 +406,21 @@ class Conv2dOperator(Operator):
     """Test selector for the CONV2D operator."""
 
     name = "conv2d"
-    param_names = ["kernel", "shape", "type", "stride", "pad", "dilation"]
+    param_names = ["kernel", "shape", "type", "accum_type", "stride", "pad", "dilation"]
 
 
 class Conv3dOperator(Operator):
     """Test selector for the CONV3D operator."""
 
     name = "conv3d"
-    param_names = ["kernel", "shape", "type", "stride", "pad", "dilation"]
+    param_names = ["kernel", "shape", "type", "accum_type", "stride", "pad", "dilation"]
 
 
 class DepthwiseConv2dOperator(Operator):
     """Test selector for the DEPTHWISE_CONV2D operator."""
 
     name = "depthwise_conv2d"
-    param_names = ["kernel", "shape", "type", "stride", "pad", "dilation"]
+    param_names = ["kernel", "shape", "type", "accum_type", "stride", "pad", "dilation"]
 
 
 class EqualOperator(Operator):
@@ -434,6 +433,7 @@ class FullyConnectedOperator(Operator):
     """Test selector for the FULLY_CONNECTED operator."""
 
     name = "fully_connected"
+    param_names = ["shape", "type", "accum_type"]
 
 
 class GatherOperator(Operator):
@@ -511,6 +511,7 @@ class MatmulOperator(Operator):
     """Test selector for the MATMUL operator."""
 
     name = "matmul"
+    param_names = ["shape", "type", "accum_type"]
 
 
 class MaximumOperator(Operator):
@@ -684,7 +685,15 @@ class TransposeConv2dOperator(Operator):
     """Test selector for the TRANSPOSE_CONV2D operator."""
 
     name = "transpose_conv2d"
-    param_names = ["kernel", "shape", "type", "stride", "pad", "out_shape"]
+    param_names = [
+        "kernel",
+        "shape",
+        "type",
+        "accum_type",
+        "stride",
+        "pad",
+        "out_shape",
+    ]
 
     def path_params(self, path):
         """Return a dictionary of params from the test path."""