Tflite to Onnx

Anoop Mishra

Is there a cap on the size of the tensorflow lite model we are using? Also, is there a limit to the input size of a tlite model (larger input could lead to a larger model)?

Thanks

Ethon Lin

There is no specific size limitation for model. But to implement model inference on Kneron's device, there is memory limitation on chip.

All of following functions cost memory,

model data(NEF), input image, inference output data, npu working buffer, and fifo queue

And all these functions can only using with 32MB memory on KL520 or 70MB on KL720.

The NEF model would be 1/4 size of onnx model in general.