From 5508acb0c7803769b9bbda08762b232c13272bd9 Mon Sep 17 00:00:00 2001 From: Davide Grohmann Date: Mon, 8 Aug 2022 17:12:08 +0200 Subject: Generalize test models to be reused Change-Id: I47705cfde2788fa74f8bbcd07100188e4690dbf2 --- .../models/ethos-u55-256/keyword_spotting_cnn_small_int8/input.h | 4 ++-- .../models/ethos-u55-256/keyword_spotting_cnn_small_int8/model.h | 8 +++++--- .../models/ethos-u55-256/keyword_spotting_cnn_small_int8/output.h | 4 ++-- .../models/ethos-u55-256/keyword_spotting_dnn_medium_int8/input.h | 4 ++-- .../models/ethos-u55-256/keyword_spotting_dnn_medium_int8/model.h | 8 +++++--- .../ethos-u55-256/keyword_spotting_dnn_medium_int8/output.h | 4 ++-- .../keyword_spotting_ds_cnn_large_clustered_int8/input.h | 4 ++-- .../keyword_spotting_ds_cnn_large_clustered_int8/model.h | 8 +++++--- .../keyword_spotting_ds_cnn_large_clustered_int8/output.h | 4 ++-- 9 files changed, 27 insertions(+), 21 deletions(-) (limited to 'applications/baremetal/models/ethos-u55-256') diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/input.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/input.h index 6ceab5d..44dcd43 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/input.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/input.h @@ -18,7 +18,7 @@ /****************************************************************************************************************** * Model: keyword_spotting_cnn_small_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/cnn_small/tflite_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/cnn_small/tflite_int8 * Hexdump: python3 -c 'import numpy;i=numpy.load("input.npy");i.tofile("input.bin");' && xxd -i input.bin > input.h ******************************************************************************************************************/ @@ -48,4 +48,4 @@ unsigned char inputData[] __attribute__((aligned(16), section("input_data_sec")) 0x98, 0xbc, 0x57, 0xb4, 0x26, 0x2a, 0x3e, 0x8e, 0x85, 0x26, 0xa7, 0x50, 0x5e, 0xa2, 0x12, 0x71, 0x9d, 0x5f, 0xe5, 0x8f, 0x18, 0x86, 0x4f, 0x08, 0x49, 0xca, 0xe9, 0xbe, 0x49, 0x7a, 0x4d, 0x1e, 0xe7, 0x10, 0x55, 0x47, 0x85, 0x26, 0xed, 0xbd, 0x53, 0x75, 0x13, 0xac, 0x0c, 0x99, 0xa5, 0x66, 0x7b, 0xe4, 0xe1, 0x18, 0x22, 0xb7, 0x37, 0x26, 0xbe, - 0xea, 0xc7, 0x44, 0xcc, 0xce, 0x0e, 0x50, 0x66, 0x48, 0x6b, 0x8e, 0x2e, 0x65, 0x81, 0xc6}; \ No newline at end of file + 0xea, 0xc7, 0x44, 0xcc, 0xce, 0x0e, 0x50, 0x66, 0x48, 0x6b, 0x8e, 0x2e, 0x65, 0x81, 0xc6}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/model.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/model.h index df4480b..82959fe 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/model.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/model.h @@ -18,12 +18,14 @@ /************************************************************************************* * Model: keyword_spotting_cnn_small_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/cnn_small/tflite_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/cnn_small/tflite_int8 * Vela optimisation: vela --accelerator-config ethos-u55-256 cnn_s_quantized.tflite * Hexdump: xxd -i cnn_s_quantized_vela.tflite model.h ************************************************************************************/ -#define TENSOR_ARENA_SIZE 50000 +#include + +const size_t tensorArenaSize = 50000; const char *modelName = "keyword_spotting_cnn_small_int8"; @@ -4068,4 +4070,4 @@ unsigned char networkModelData[] __attribute__((aligned(16), section("network_mo 0x00, 0x56, 0x65, 0x6c, 0x61, 0x20, 0x4f, 0x70, 0x74, 0x69, 0x6d, 0x69, 0x73, 0x65, 0x64, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x07, 0x00, 0x00, 0x00, - 0x65, 0x74, 0x68, 0x6f, 0x73, 0x2d, 0x75, 0x00}; \ No newline at end of file + 0x65, 0x74, 0x68, 0x6f, 0x73, 0x2d, 0x75, 0x00}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/output.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/output.h index a1b0422..cf9d440 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/output.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_cnn_small_int8/output.h @@ -18,9 +18,9 @@ /****************************************************************************************************************** * Model: keyword_spotting_cnn_small_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/cnn_small/tflite_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/cnn_small/tflite_int8 ******************************************************************************************************************/ unsigned char expectedOutputData[] __attribute__(( aligned(16), - section("expected_output_data_sec"))) = {0x80, 0xba, 0x80, 0x81, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x45}; \ No newline at end of file + section("expected_output_data_sec"))) = {0x80, 0xba, 0x80, 0x81, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x45}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/input.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/input.h index c075960..ae75244 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/input.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/input.h @@ -18,7 +18,7 @@ /****************************************************************************************************************** * Model: keyword_spotting_dnn_medium_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/dnn_medium/tflite_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/dnn_medium/tflite_int8 * Hexdump: python3 -c 'import numpy;i=numpy.load("input.npy");i.tofile("input.bin");' && xxd -i input.bin > input.h ******************************************************************************************************************/ @@ -36,4 +36,4 @@ unsigned char inputData[] __attribute__((aligned(16), section("input_data_sec")) 0x21, 0x90, 0xc5, 0x35, 0x6c, 0x3e, 0x7a, 0xf1, 0x53, 0xee, 0x90, 0x47, 0x4b, 0xf2, 0xfa, 0xa7, 0x76, 0x31, 0x10, 0xbd, 0xf0, 0x04, 0x59, 0x45, 0x86, 0x0c, 0x6b, 0x72, 0xb5, 0x59, 0x0c, 0x05, 0x67, 0xfc, 0x8c, 0x80, 0x82, 0x86, 0xbb, 0xbe, 0xbf, 0x5f, 0x80, 0x6e, 0x17, 0x2f, 0x6c, 0x5b, 0x7b, 0x04, 0xe3, 0x42, 0xbf, 0xf4, - 0xac, 0x03, 0xdd, 0x18, 0x11, 0x61, 0xe8, 0x6f, 0x58, 0xc8, 0xa0, 0xef, 0x8e, 0x16, 0x2f, 0xc5}; \ No newline at end of file + 0xac, 0x03, 0xdd, 0x18, 0x11, 0x61, 0xe8, 0x6f, 0x58, 0xc8, 0xa0, 0xef, 0x8e, 0x16, 0x2f, 0xc5}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/model.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/model.h index a4c7437..d9e6593 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/model.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/model.h @@ -18,12 +18,14 @@ /************************************************************************************* * Model: keyword_spotting_dnn_medium_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/dnn_medium/tflite_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/dnn_medium/tflite_int8 * Vela optimisation: vela --accelerator-config ethos-u55-128 dnn_m_quantized.tflite * Hexdump: xxd -i dnn_m_quantized_vela.tflite model.h ************************************************************************************/ -#define TENSOR_ARENA_SIZE 2000 +#include + +const size_t tensorArenaSize = 2000; const char *modelName = "keyword_spotting_dnn_medium_int8"; @@ -10457,4 +10459,4 @@ unsigned char networkModelData[] __attribute__((aligned(16), section("network_mo 0x00, 0x00, 0x56, 0x65, 0x6c, 0x61, 0x20, 0x4f, 0x70, 0x74, 0x69, 0x6d, 0x69, 0x73, 0x65, 0x64, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x07, 0x00, 0x00, - 0x00, 0x65, 0x74, 0x68, 0x6f, 0x73, 0x2d, 0x75, 0x00}; \ No newline at end of file + 0x00, 0x65, 0x74, 0x68, 0x6f, 0x73, 0x2d, 0x75, 0x00}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/output.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/output.h index 7458eff..f4c8a4b 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/output.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_dnn_medium_int8/output.h @@ -18,10 +18,10 @@ /****************************************************************************************************************** * Model: keyword_spotting_dnn_medium_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/dnn_medium/tflite_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/dnn_medium/tflite_int8 * Hexdump: python3 -c 'import numpy;i=numpy.load("output.npy");i.tofile("output.bin");' && xxd -i output.bin > output.h ******************************************************************************************************************/ unsigned char expectedOutputData[] __attribute__(( aligned(16), - section("expected_output_data_sec"))) = {0x80, 0x80, 0x80, 0x7f, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80}; \ No newline at end of file + section("expected_output_data_sec"))) = {0x80, 0x80, 0x80, 0x7f, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80, 0x80}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/input.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/input.h index a9f3cc5..47f72f3 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/input.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/input.h @@ -19,7 +19,7 @@ /****************************************************************************************************************** * Model: keyword_spotting_ds_cnn_large_clustered_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8 * Hexdump: python3 -c 'import numpy;i=numpy.load("input.npy");i.tofile("input.bin");' && xxd -i input.bin > input.h ******************************************************************************************************************/ @@ -49,4 +49,4 @@ unsigned char inputData[] __attribute__((aligned(16), section("input_data_sec")) 0xe3, 0x42, 0x94, 0x7e, 0x6f, 0xf8, 0x8e, 0x1d, 0xcc, 0x4e, 0xf2, 0xce, 0xa5, 0x92, 0x54, 0xfe, 0xce, 0xf0, 0xf2, 0xb1, 0x2c, 0xa8, 0x6e, 0x5a, 0x16, 0xf4, 0xa8, 0x4f, 0xdb, 0x1f, 0x86, 0xe0, 0x7b, 0x87, 0xd6, 0x95, 0x54, 0x35, 0x56, 0x66, 0xb4, 0x15, 0x96, 0xca, 0xd3, 0xf0, 0x39, 0x18, 0xb6, 0x70, 0xde, 0x5e, 0xbd, 0x04, 0x0e, 0x12, 0xf8, - 0xd1, 0x2f, 0xbf, 0xb1, 0xfd, 0x10, 0x40, 0x50, 0x72, 0xc4, 0x83, 0x03, 0xca, 0x05, 0xcd}; \ No newline at end of file + 0xd1, 0x2f, 0xbf, 0xb1, 0xfd, 0x10, 0x40, 0x50, 0x72, 0xc4, 0x83, 0x03, 0xca, 0x05, 0xcd}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/model.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/model.h index df1595b..814e440 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/model.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/model.h @@ -19,12 +19,14 @@ /****************************************************************************************************************** * Model: keyword_spotting_ds_cnn_large_clustered_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8 * Vela optimisation: vela --accelerator-config ethos-u55-256 ds_cnn_clustered_int8.tflite * Hexdump: xxd -i ds_cnn_clustered_int8_vela.tflite model.h ******************************************************************************************************************/ -#define TENSOR_ARENA_SIZE 300000 +#include + +const size_t tensorArenaSize = 300000; const char *modelName = "keyword_spotting_ds_cnn_large_clustered_int8"; @@ -24015,4 +24017,4 @@ unsigned char networkModelData[] __attribute__((aligned(16), section("network_mo 0x00, 0x00, 0x00, 0x56, 0x65, 0x6c, 0x61, 0x20, 0x4f, 0x70, 0x74, 0x69, 0x6d, 0x69, 0x73, 0x65, 0x64, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x04, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x07, 0x00, - 0x00, 0x00, 0x65, 0x74, 0x68, 0x6f, 0x73, 0x2d, 0x75, 0x00}; \ No newline at end of file + 0x00, 0x00, 0x65, 0x74, 0x68, 0x6f, 0x73, 0x2d, 0x75, 0x00}; diff --git a/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/output.h b/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/output.h index 4b9689f..44e333d 100644 --- a/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/output.h +++ b/applications/baremetal/models/ethos-u55-256/keyword_spotting_ds_cnn_large_clustered_int8/output.h @@ -19,10 +19,10 @@ /****************************************************************************************************************** * Model: keyword_spotting_ds_cnn_large_clustered_int8 - * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8 + * Source: https://github.com/ARM-software/ML-zoo/tree/22.02/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8 * Hexdump: python3 -c 'import numpy;i=numpy.load("output.npy");i.tofile("output.bin");' && xxd -i output.bin > output.h ******************************************************************************************************************/ unsigned char expectedOutputData[] __attribute__(( aligned(16), - section("expected_output_data_sec"))) = {0x80, 0x3d, 0x80, 0x80, 0x80, 0x80, 0x82, 0x80, 0x80, 0x80, 0x80, 0xc1}; \ No newline at end of file + section("expected_output_data_sec"))) = {0x80, 0x3d, 0x80, 0x80, 0x80, 0x80, 0x82, 0x80, 0x80, 0x80, 0x80, 0xc1}; -- cgit v1.2.1