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

13 files changed, 5 insertions, 5 deletions

diff --git a/examples/test_add_1x4x4x4_f32/flatbuffer-tf/test_add_1x4x4x4_f32.tosa b/examples/test_add_1x4x4x4_f32/flatbuffer-tf/test_add_1x4x4x4_f32.tosa
index 861665f..c240a91 100644
--- a/examples/test_add_1x4x4x4_f32/flatbuffer-tf/test_add_1x4x4x4_f32.tosa
+++ b/examples/test_add_1x4x4x4_f32/flatbuffer-tf/test_add_1x4x4x4_f32.tosa
diff --git a/examples/test_add_1x4x4x4_f32/flatbuffer-tflite/test_add_1x4x4x4_f32.tosa b/examples/test_add_1x4x4x4_f32/flatbuffer-tflite/test_add_1x4x4x4_f32.tosa
index 861665f..c240a91 100644
--- a/examples/test_add_1x4x4x4_f32/flatbuffer-tflite/test_add_1x4x4x4_f32.tosa
+++ b/examples/test_add_1x4x4x4_f32/flatbuffer-tflite/test_add_1x4x4x4_f32.tosa
diff --git a/examples/test_add_1x4x4x4_f32/model.pb b/examples/test_add_1x4x4x4_f32/model.pb
index a3c5cae..479979c 100644
--- a/examples/test_add_1x4x4x4_f32/model.pb
+++ b/examples/test_add_1x4x4x4_f32/model.pb
@@ -92,5 +92,5 @@ node {
   }
 }
 versions {
-  producer: 925
+  producer: 1247
 }
diff --git a/examples/test_add_1x4x4x4_f32/model.tflite b/examples/test_add_1x4x4x4_f32/model.tflite
index 5a88e98..c8fdae2 100644
--- a/examples/test_add_1x4x4x4_f32/model.tflite
+++ b/examples/test_add_1x4x4x4_f32/model.tflite
diff --git a/examples/test_add_1x4x4x4_f32/test.json b/examples/test_add_1x4x4x4_f32/test.json
index 48df6a1..c75c169 100644
--- a/examples/test_add_1x4x4x4_f32/test.json
+++ b/examples/test_add_1x4x4x4_f32/test.json
@@ -4,7 +4,7 @@
   "tf_result_name": "result",
   "tflite_model_filename": "model.tflite",
   "tflite_result_npy_filename": "tflite_result.npy",
-  "tflite_result_name": "Identity",
+  "tflite_result_name": "PartitionedCall:0",
   "ifm_file": [
     "placeholder_0.npy",
     "placeholder_1.npy"
diff --git a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tf/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tf/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa
index a0a268d..c4224d3 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tf/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa
+++ b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tf/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa
diff --git a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa
index 497c01b..98480be 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa
+++ b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11.tosa
diff --git a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.pb b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.pb
index 9d199e4..e95ba45 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.pb
+++ b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.pb
@@ -137,5 +137,5 @@ node {
   }
 }
 versions {
-  producer: 925
+  producer: 1247
 }
diff --git a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.tflite b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.tflite
index b2a60f8..17a4e6a 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.tflite
+++ b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/model.tflite
diff --git a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/test.json b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/test.json
index 58766b7..2bd0aa8 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/test.json
+++ b/examples/test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11/test.json
@@ -4,7 +4,7 @@
   "tf_result_name": "result",
   "tflite_model_filename": "model.tflite",
   "tflite_result_npy_filename": "tflite_result.npy",
-  "tflite_result_name": "Identity",
+  "tflite_result_name": "PartitionedCall:0",
   "ifm_file": [
     "placeholder_0.npy"
   ],
diff --git a/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11.tosa b/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11.tosa
index a18e8c4..5570543 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11.tosa
+++ b/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/flatbuffer-tflite/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11.tosa
diff --git a/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/model.tflite b/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/model.tflite
index 840fdb9..a503e7b 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/model.tflite
+++ b/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/model.tflite
diff --git a/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/test.json b/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/test.json
index 5124ff9..9fc6bad 100644
--- a/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/test.json
+++ b/examples/test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11/test.json
@@ -1,7 +1,7 @@
 {
   "tflite_model_filename": "model.tflite",
   "tflite_result_npy_filename": "tflite_result.npy",
-  "tflite_result_name": "Identity",
+  "tflite_result_name": "PartitionedCall:0",
   "ifm_file": [
     "placeholder_0.npy"
   ],