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Keras is a popular, open-source deep learning API for Python built on top of TensorFlow and is useful for fast implementation. Topics include efficient low-level tensor operations, computation of arbitrary gradients, scalable computations, export of graphs, etc.
1
vote
Accepted
CNN inference is slow on Jetson Nano
Seems like converting to TensorRT improves performance by more than 10x (!) for me, which I didn't expect at all.
The downside is, loading the TensorRT model takes >2min now and for reasons I can't gr …
1
vote
1
answer
1k
views
CNN inference is slow on Jetson Nano
params: 91,169
Non-trainable params: 0
_________________________________________________________________
Code:
import numpy as np
import cv2
import time
import tensorflow as tf
from tensorflow import keras …