MemoryError: Model buffer memory allocation failed #39
Description
Describe the bug
I am trying to deploy a kmodel that's around 1MB to k210 but the model can't be loaded.
To Reproduce
Steps to reproduce the behavior:
from maix import KPU
kpu = KPU()
kpu.load("/sd/best_model_float32.kmodel")
The kmodel used and the tflite model before conversion are attached
Expected behavior
I expect the model to load without an issue given the spec of k210.
Actual behaviour
I get one of the two errors
MicroPython v1.0.5-5-ge1b2766-dirty on 2023-05-24; CanMV_Board with kendryte-k210
Traceback (most recent call last):
File "<stdin>", line 164, in <module>
File "<stdin>", line 64, in main
MemoryError: Model buffer memory allocation failed
MicroPython v1.0.5-5-ge1b2766-dirty on 2023-05-24; CanMV_Board with kendryte-k210
Traceback (most recent call last):
File "<stdin>", line 164, in <module>
File "<stdin>", line 64, in main
OSError: Failed to load model
Please complete the following information
- IDE version: v2.9.2-2
- Firmware version: v1.0.5-5-ge1b2766-dirty
- Board: SiPEED M1
- OS: Mac