CMSIS-NN: Add maxpool unit test

* Add new max pool unit test with relu.
* Add some old unit tests that were missing in the generate script so
  that it can be regenerated if needed.
* Add check in generate script for unit tests that are not in the list.

CMSIS/NN/Source/PoolingFunctions/arm_max_pool_s8.c

@@ -21,8 +21,8 @@
  * Title:        arm_max_pool_s8.c
  * Description:  Pooling function implementations
  *
- * $Date:        09. October 2020
- * $Revision:    V.2.0.1
+ * $Date:        19. Februari 2021
+ * $Revision:    V.2.0.2
  *
  * Target Processor:  Cortex-M CPUs
  *

CMSIS/NN/Tests/UnitTest/PregeneratedData/basic/bias.txt

@@ -1,2 +1,2 @@
 # 1
-0.000000000000000000e+00
+2.000000000000000000e+00

CMSIS/NN/Tests/UnitTest/PregeneratedData/basic/input.txt

@@ -1,41 +1,41 @@
 # 1,8,5,1
--4.000000000000000000e+00
-4.000000000000000000e+00
-3.000000000000000000e+00
--1.000000000000000000e+00
-0.000000000000000000e+00
--6.000000000000000000e+00
--4.000000000000000000e+00
-3.000000000000000000e+00
--7.000000000000000000e+00
--2.000000000000000000e+00
-2.000000000000000000e+00
-3.000000000000000000e+00
--3.000000000000000000e+00
--7.000000000000000000e+00
--3.000000000000000000e+00
--3.000000000000000000e+00
-4.000000000000000000e+00
--3.000000000000000000e+00
--3.000000000000000000e+00
-3.000000000000000000e+00
--4.000000000000000000e+00
--6.000000000000000000e+00
--7.000000000000000000e+00
--6.000000000000000000e+00
--3.000000000000000000e+00
--5.000000000000000000e+00
--3.000000000000000000e+00
--5.000000000000000000e+00
--2.000000000000000000e+00
--2.000000000000000000e+00
-4.000000000000000000e+00
--6.000000000000000000e+00
-6.000000000000000000e+00
-0.000000000000000000e+00
-0.000000000000000000e+00
-2.000000000000000000e+00
-1.000000000000000000e+00
-1.000000000000000000e+00
-3.000000000000000000e+00
--2.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00

CMSIS/NN/Tests/UnitTest/PregeneratedData/basic/kernel.txt

@@ -1,9 +1,9 @@
 # 4,2,1,1
--2.000000000000000000e+00
--1.000000000000000000e+00
 2.000000000000000000e+00
--7.000000000000000000e+00
-0.000000000000000000e+00
-0.000000000000000000e+00
-6.000000000000000000e+00
--6.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00

CMSIS/NN/Tests/UnitTest/PregeneratedData/maxpooling_7/input.txt

@@ -0,0 +1,9 @@
+# 1,2,4,1
+-1.500000000000000000e+01
+-2.000000000000000000e+01
+-7.000000000000000000e+00
+-1.900000000000000000e+01
+-1.400000000000000000e+01
+-1.000000000000000000e+01
+-1.600000000000000000e+01
+-8.000000000000000000e+00

CMSIS/NN/Tests/UnitTest/PregeneratedData/maxpooling_7/params.txt

@@ -0,0 +1,12 @@
+1
+1
+4
+2
+2
+2
+2
+2
+0
+0
+1
+0

CMSIS/NN/Tests/UnitTest/PregeneratedData/stride2pad1/input.txt

@@ -1,50 +1,50 @@
 # 1,7,7,1
--7.000000000000000000e+00
--6.000000000000000000e+00
-6.000000000000000000e+00
--4.000000000000000000e+00
--7.000000000000000000e+00
-6.000000000000000000e+00
-5.000000000000000000e+00
-0.000000000000000000e+00
--2.000000000000000000e+00
--1.000000000000000000e+00
-0.000000000000000000e+00
--1.000000000000000000e+00
--3.000000000000000000e+00
-0.000000000000000000e+00
--7.000000000000000000e+00
-3.000000000000000000e+00
--5.000000000000000000e+00
-4.000000000000000000e+00
--2.000000000000000000e+00
-0.000000000000000000e+00
--4.000000000000000000e+00
--4.000000000000000000e+00
--7.000000000000000000e+00
--6.000000000000000000e+00
-2.000000000000000000e+00
--6.000000000000000000e+00
-6.000000000000000000e+00
-6.000000000000000000e+00
--5.000000000000000000e+00
-6.000000000000000000e+00
--1.000000000000000000e+00
-1.000000000000000000e+00
--5.000000000000000000e+00
-0.000000000000000000e+00
--1.000000000000000000e+00
-1.000000000000000000e+00
-6.000000000000000000e+00
--5.000000000000000000e+00
-0.000000000000000000e+00
-0.000000000000000000e+00
--6.000000000000000000e+00
-5.000000000000000000e+00
-5.000000000000000000e+00
--1.000000000000000000e+00
-3.000000000000000000e+00
--6.000000000000000000e+00
--4.000000000000000000e+00
--5.000000000000000000e+00
-5.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00

CMSIS/NN/Tests/UnitTest/PregeneratedData/stride2pad1/kernel.txt

@@ -1,10 +1,10 @@
 # 3,3,1,1
--1.000000000000000000e+00
--5.000000000000000000e+00
--1.000000000000000000e+00
-0.000000000000000000e+00
-5.000000000000000000e+00
--6.000000000000000000e+00
--7.000000000000000000e+00
--3.000000000000000000e+00
-0.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+3.000000000000000000e+00
+1.000000000000000000e+00
+3.000000000000000000e+00
+2.000000000000000000e+00
+1.000000000000000000e+00
+2.000000000000000000e+00

CMSIS/NN/Tests/UnitTest/PregeneratedData/stride2pad1/params.txt

@@ -6,7 +6,7 @@
 3
 2
 2
-0
-0
+1
+1
 1
 1

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define AVGPOOLING_OUT_CH 8
 #define AVGPOOLING_IN_CH 8

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "config_data.h"
 #include "input_data.h"
 #include "output_ref_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_1/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define AVGPOOLING_1_OUT_CH 3
 #define AVGPOOLING_1_IN_CH 3

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_1/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_1/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_1/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "config_data.h"
 #include "input_data.h"
 #include "output_ref_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_2/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define AVGPOOLING_2_OUT_CH 5
 #define AVGPOOLING_2_IN_CH 5

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_2/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_2/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_2/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "config_data.h"
 #include "input_data.h"
 #include "output_ref_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_3/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define AVGPOOLING_3_OUT_CH 2
 #define AVGPOOLING_3_IN_CH 2

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_3/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_3/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_3/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "config_data.h"
 #include "input_data.h"
 #include "output_ref_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_4/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define AVGPOOLING_4_OUT_CH 2
 #define AVGPOOLING_4_IN_CH 2

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_4/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_4/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/avgpooling_4/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "config_data.h"
 #include "input_data.h"
 #include "output_ref_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/biases_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,8 +16,8 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #include <stdint.h>
 
-const int32_t basic_biases[1] = {0};
+const int32_t basic_biases[1] = {4318};

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/config_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,12 +16,19 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #define BASIC_OUT_CH 1
 #define BASIC_IN_CH 1
 #define BASIC_INPUT_W 5
 #define BASIC_INPUT_H 8
+#define BASIC_DST_SIZE 20
+#define BASIC_INPUT_SIZE 40
+#define BASIC_INPUT_OFFSET 128
+#define BASIC_OUTPUT_OFFSET 0
+#define BASIC_OUT_ACTIVATION_MIN -128
+#define BASIC_OUT_ACTIVATION_MAX 127
+#define BASIC_INPUT_BATCHES 1
 #define BASIC_FILTER_X 2
 #define BASIC_FILTER_Y 4
 #define BASIC_STRIDE_X 1
@@ -31,10 +37,3 @@
 #define BASIC_PAD_Y 0
 #define BASIC_OUTPUT_W 4
 #define BASIC_OUTPUT_H 5
-#define BASIC_DST_SIZE 20
-#define BASIC_INPUT_SIZE 40
-#define BASIC_INPUT_OFFSET 0
-#define BASIC_OUTPUT_OFFSET 0
-#define BASIC_OUT_ACTIVATION_MIN -128
-#define BASIC_OUT_ACTIVATION_MAX 127
-#define BASIC_INPUT_BATCHES 1

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/input_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,9 +16,10 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #include <stdint.h>
 
-const q7_t basic_input[40] = {-8, 8,   6,   -2,  0,  -12, -8, 6,   -14, -4, 4, 6,   -6, -14, -6, -6, 8, -6, -6, 6,
-                              -8, -12, -14, -12, -6, -10, -6, -10, -4,  -4, 8, -12, 12, 0,   0,  4,  2, 2,  6,  -4};
+const q7_t basic_input[40] = {-26, -77, -26, -26, 25,  25,  -26, 25,  25,  25,  25,  -26, -26, -77,
+                              -77, 25,  25,  25,  -77, -77, -26, -26, -26, 25,  -26, -26, 25,  25,
+                              -77, -77, 25,  25,  -77, 25,  -77, 25,  25,  -77, -26, 25};

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/output_mult_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,8 +16,8 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #include <stdint.h>
 
-const int32_t basic_output_mult[1] = {1893843847};
+const int32_t basic_output_mult[1] = {2037075735};

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/output_ref_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,8 +16,8 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #include <stdint.h>
 
-const q7_t basic_output_ref[20] = {-22, 2, 50, -34, 11, 38, 38, 5, -53, 38, 10, -10, 96, -40, 73, 12, 31, 48, 12, 55};
+const q7_t basic_output_ref[20] = {37, 34, 32, 27, 41, 40, 36, 30, 37, 37, 34, 26, 42, 43, 32, 24, 42, 35, 32, 33};

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/output_shift_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,8 +16,8 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #include <stdint.h>
 
-const int32_t basic_output_shift[1] = {-5};
+const int32_t basic_output_shift[1] = {-11};

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/test_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/basic/weights_data.h

@@ -1,6 +1,5 @@
-
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -17,8 +16,8 @@
  * limitations under the License.
  */
 
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
-// Generated by generate_test_data.py
 #include <stdint.h>
 
-const q7_t basic_weights[8] = {-36, -18, 36, -127, 0, 0, 109, -109};
+const q7_t basic_weights[8] = {85, 85, 42, 42, 127, 127, 85, 42};

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define CONV_1_X_N_1_OUT_CH 3
 #define CONV_1_X_N_1_IN_CH 3

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_1/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define CONV_1_X_N_2_OUT_CH 1
 #define CONV_1_X_N_2_IN_CH 3

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_2/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define CONV_1_X_N_3_OUT_CH 3
 #define CONV_1_X_N_3_IN_CH 1

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_1_x_n_3/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define CONV_2_OUT_CH 4
 #define CONV_2_IN_CH 2

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_2/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define CONV_3_OUT_CH 1
 #define CONV_3_IN_CH 3

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_3/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define CONV_4_OUT_CH 3
 #define CONV_4_IN_CH 3

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/conv_4/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define DEPTHWISE_2_OUT_CH 9
 #define DEPTHWISE_2_IN_CH 3

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_2/weights_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/biases_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/config_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #define DEPTHWISE_EQ_IN_OUT_CH_OUT_CH 6
 #define DEPTHWISE_EQ_IN_OUT_CH_IN_CH 6

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/input_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/output_mult_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/output_ref_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/output_shift_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #pragma once
 #include <stdint.h>
 

CMSIS/NN/Tests/UnitTest/TestCases/TestData/depthwise_eq_in_out_ch/test_data.h

@@ -1,5 +1,5 @@
 /*
- * Copyright (C) 2010-2020 Arm Limited or its affiliates. All rights reserved.
+ * Copyright (C) 2010-2021 Arm Limited or its affiliates. All rights reserved.
  *
  * SPDX-License-Identifier: Apache-2.0
  *
@@ -16,7 +16,7 @@
  * limitations under the License.
  */
 
-// Generated by generate_test_data.py using TFL version 2.3.1 as reference.
+// Generated by generate_test_data.py using TFL version 2.4.1 as reference.
 #include "biases_data.h"
 #include "config_data.h"
 #include "input_data.h"