I have do cnn classification in jetson nano dev kit 4GB with robot arm ros.
i success install tensorflow==2.3.1 and i try
model = tf.keras.Sequential([
tf.keras.applications.MobileNetV2(weights='imagenet',input_shape=(224,224,3),pooling=None,classes=1000),
#tf.keras.layers.Dense(50,activation='relu'),
tf.keras.layers.Dense(num_class,activation='softmax',activity_regularizer = tf.keras.regularizers.l1(0.04))
])
but it not working and error
‘OOM when allocating tensor with shape and type float’
so I recofnize its memory storage problem.
then I try memory swap
code is this
git clone https://github.com/JetsonHacksNano/installSwapfile
cd installSwapfile
./installSwapfile.sh
So message is
‘Modifying /etc/fstab to enable on boot
/mnt/swapfile
Swap file has been created
Reboot to make sure changes are in effect’
then i finial texting
‘sudo reboot’
but!
after that jetson nano not booting…
What’s the problem??