[reference_model] tosa.fb name changes

This patch adjusts reference model for attribute name changes in
tosa.fb schema, and for obsoleted slice/tile/reshape attributes
also updated examples due to the breaking tosa flatbuffers changes

Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I105eb99a4c35f289c5078aed0a7f9cbb6dfe9123

18 files changed, 19 insertions, 18 deletions

diff --git a/examples/run_ref_model_examples.sh b/examples/run_ref_model_examples.sh
index 2744bc8..3d796de 100755
--- a/examples/run_ref_model_examples.sh
+++ b/examples/run_ref_model_examples.sh
@@ -30,3 +30,4 @@ run_test test_add_1x4x4x4_f32 tflite
 run_test test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11 tf
 run_test test_conv2d_1x1_1x32x32x8_f32_st11_padSAME_dilat11 tflite
 run_test test_conv2d_1x1_1x32x32x8_qi8_st11_padSAME_dilat11 tflite
+run_test test_lstm_stateful_13x21x3_f32 tflite
diff --git a/examples/test_add_1x4x4x4_f32/model.pb b/examples/test_add_1x4x4x4_f32/model.pb
index 41b87df..f1af89b 100644
--- a/examples/test_add_1x4x4x4_f32/model.pb
+++ b/examples/test_add_1x4x4x4_f32/model.pb
@@ -92,5 +92,5 @@ node {
   }
 }
 versions {
-  producer: 1707
+  producer: 1597
 }
diff --git a/examples/test_add_1x4x4x4_f32/model.tflite b/examples/test_add_1x4x4x4_f32/model.tflite
index f21b91d..f686724 100644
--- a/examples/test_add_1x4x4x4_f32/model.tflite
+++ b/examples/test_add_1x4x4x4_f32/model.tflite
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 1ae89a6..e3bc565 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 d55d5d6..90e8e86 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 825d6ac..bf7ee3a 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: 1707
+  producer: 1597
 }
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 fcd9565..8fae7b0 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_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 ced7eb7..e9fb643 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 b2b83d9..66885db 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_lstm_stateful_13x21x3_f32/flatbuffer-tflite/desc.json b/examples/test_lstm_stateful_13x21x3_f32/flatbuffer-tflite/desc.json
new file mode 100644
index 0000000..7fa53d0
--- /dev/null
+++ b/examples/test_lstm_stateful_13x21x3_f32/flatbuffer-tflite/desc.json
@@ -0,0 +1,16 @@
+{
+  "tosa_file": "test_lstm_stateful_13x21x3_f32.tosa",
+  "ifm_name": [
+    "TosaInput_0"
+  ],
+  "ifm_file": [
+    "../placeholder_0.npy"
+  ],
+  "ofm_name": [
+    "TosaOutput_0"
+  ],
+  "ofm_file": [
+    "ref_model_output_0.npy"
+  ],
+  "expected_failure": false
+}
\ No newline at end of file
diff --git a/examples/test_lstm_stateful_13x21x3_f32/flatbuffer-tflite/test_lstm_stateful_13x21x3_f32.tosa b/examples/test_lstm_stateful_13x21x3_f32/flatbuffer-tflite/test_lstm_stateful_13x21x3_f32.tosa
new file mode 100644
index 0000000..39087fa
--- /dev/null
+++ b/examples/test_lstm_stateful_13x21x3_f32/flatbuffer-tflite/test_lstm_stateful_13x21x3_f32.tosa
diff --git a/examples/test_lstm_stateful_13x21x3_f32/model.tflite b/examples/test_lstm_stateful_13x21x3_f32/model.tflite
new file mode 100644
index 0000000..c95205d
--- /dev/null
+++ b/examples/test_lstm_stateful_13x21x3_f32/model.tflite
diff --git a/examples/test_lstm_stateful_13x21x3_f32/placeholder_0.npy b/examples/test_lstm_stateful_13x21x3_f32/placeholder_0.npy
new file mode 100644
index 0000000..6452c52
--- /dev/null
+++ b/examples/test_lstm_stateful_13x21x3_f32/placeholder_0.npy
diff --git a/examples/test_lstm_stateful_13x21x3_f32/tflite_result.npy b/examples/test_lstm_stateful_13x21x3_f32/tflite_result.npy
new file mode 100644
index 0000000..9efb8ed
--- /dev/null
+++ b/examples/test_lstm_stateful_13x21x3_f32/tflite_result.npy
diff --git a/examples/test_stateful_op/desc.json b/examples/test_stateful_op/desc.json
deleted file mode 100644
index 1f1459f..0000000
--- a/examples/test_stateful_op/desc.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-    "tosa_file": "test_variable_add.tosa",
-    "ifm_name": [
-      "TosaInput_0"
-    ],
-    "ifm_file": [
-      "placeholder_0.npy"
-    ],
-    "variable_name": [
-      "Variable_0"
-    ],
-    "variable_file": [
-      "variable_0.npy"
-    ],
-    "expected_failure": false
-}
\ No newline at end of file
diff --git a/examples/test_stateful_op/placeholder_0.npy b/examples/test_stateful_op/placeholder_0.npy
deleted file mode 100644
index f9688e6..0000000
--- a/examples/test_stateful_op/placeholder_0.npy
+++ /dev/null
diff --git a/examples/test_stateful_op/test_variable_add.tosa b/examples/test_stateful_op/test_variable_add.tosa
deleted file mode 100644
index 2be3044..0000000
--- a/examples/test_stateful_op/test_variable_add.tosa
+++ /dev/null
diff --git a/examples/test_stateful_op/variable_0.npy b/examples/test_stateful_op/variable_0.npy
deleted file mode 100644
index c183a15..0000000
--- a/examples/test_stateful_op/variable_0.npy
+++ /dev/null