nuttx-apps/mlearning
chao an 296d5d15af tflm: add tflm hello world example into nuttx build
1. add tflm hello world example into nuttx build
2. add tflm model convert flow

Test on sim/tflm

$ cmake -B build -DBOARD_CONFIG=sim/tflm -GNinja
$ cmake --build build
$ ./build/nuttx

NuttShell (NSH) NuttX-10.4.0
nsh> tflm_hello
0 (id=0): size=16, offset=0, first_used=0 last_used=1
1 (id=1): size=64, offset=64, first_used=1 last_used=2
2 (id=2): size=64, offset=0, first_used=2 last_used=3
3 (id=3): size=16, offset=64, first_used=3 last_used=3
 0: 0000000000...................................................................... (1k)
 1: 0000000000..............................1111111111111111111111111111111111111111 (1k)
 2: 22222222222222222222222222222222222222221111111111111111111111111111111111111111 (1k)
 3: 22222222222222222222222222222222222222223333333333.............................. (1k)

"Unique Tag","Total ticks across all events with that tag."
FULLY_CONNECTED, 0
"total number of ticks", 0

[RecordingMicroAllocator] Arena allocation total 2344 bytes
[RecordingMicroAllocator] Arena allocation head 128 bytes
[RecordingMicroAllocator] Arena allocation tail 2216 bytes
[RecordingMicroAllocator] 'TfLiteEvalTensor data' used 240 bytes with alignment overhead (requested 240 bytes for 10 allocations)
[RecordingMicroAllocator] 'Persistent TfLiteTensor data' used 128 bytes with alignment overhead (requested 128 bytes for 2 tensors)
[RecordingMicroAllocator] 'Persistent buffer data' used 1152 bytes with alignment overhead (requested 1100 bytes for 7 allocations)
[RecordingMicroAllocator] 'NodeAndRegistration struct' used 192 bytes with alignment overhead (requested 192 bytes for 3 NodeAndRegistration structs)
0 (id=0): size=16, offset=0, first_used=0 last_used=1
1 (id=1): size=64, offset=64, first_used=1 last_used=2
2 (id=2): size=64, offset=0, first_used=2 last_used=3
3 (id=3): size=16, offset=64, first_used=3 last_used=3
 0: 0000000000...................................................................... (1k)
 1: 0000000000..............................1111111111111111111111111111111111111111 (1k)
 2: 22222222222222222222222222222222222222221111111111111111111111111111111111111111 (1k)
 3: 22222222222222222222222222222222222222223333333333.............................. (1k)
0 (id=0): size=16, offset=16, first_used=0 last_used=1
1 (id=1): size=16, offset=0, first_used=1 last_used=2
2 (id=2): size=16, offset=16, first_used=2 last_used=3
3 (id=3): size=16, offset=0, first_used=3 last_used=3
 0: ................0000000000000000................................................ (1k)
 1: 11111111111111110000000000000000................................................ (1k)
 2: 11111111111111112222222222222222................................................ (1k)
 3: 33333333333333332222222222222222................................................ (1k)
~~~ALL TESTS PASSED~~~

nsh>

Signed-off-by: chao an <anchao@lixiang.com>
2024-12-02 13:33:55 +08:00
..
cmsis Kconfig: Make indent consistent with TABS 2023-02-10 14:11:48 +08:00
cmsis-nn ml: update Makefile 2024-10-18 09:40:17 +08:00
darknet Kconfig: Make indent consistent with TABS 2023-02-10 14:11:48 +08:00
libnnablart build/Kconfig: fix warnings detected by kconfiglib 2023-02-09 19:45:36 +08:00
tflite-micro tflm: add tflm hello world example into nuttx build 2024-12-02 13:33:55 +08:00
.gitignore add Machine Learning folder and menu 2022-01-27 17:33:16 +08:00
CMakeLists.txt mlearning/CMakeLists: include subdirectory to ensure ML module could be compile 2024-12-01 10:14:49 +08:00
Make.defs add Machine Learning folder and menu 2022-01-27 17:33:16 +08:00
Makefile add Machine Learning folder and menu 2022-01-27 17:33:16 +08:00