I try to load a trained model using the function “keras.model.load_model” but I get an OOM error. My model is of memory 235 MB. This is the error trace: … 8] 1 Chunks of size 35651584 totalling 34.00MiB 2020-09-28 11:44:30.540303: I tensorflow/core/common_runtime/bfc_allocator.cc:1002] Sum Total …

tensorflow.python.framework.errors_impl.ResourceExhaustedError

AastaLLL October 16, 2020, 2:44am 9

Hi,

$ sudo nvpmodel -m 1
$ sudo jetson_clocks

If yes, the root cause is power starvation. Please check the following topic for more information:

Thanks.

Topic		Replies	Views
resource exhausted error using tensorflow on jetson nano Jetson Nano	6	4381	October 14, 2021
Resource Exhausted Error Jetson Nano tensorflow	2	2496	October 18, 2021
Jetson Nano running out of memory: ResourceExhaustedError: OOM when allocating tensor with shape[3,3,512,1024 Jetson Nano tensorrt	16	6948	October 18, 2021
Out of memory error from TensorFlow: any workaround for this, or do I just need a bigger boat? Jetson Nano	11	14464	June 12, 2020
Resource exhausted: OOM when allocation tensor of shape [3,3,256,512] and type float Jetson Nano tensorrt , tensorflow , jetson-inference	2	1388	October 18, 2021
Tensorflow crash when making an inference on Jetson Nano Jetson Nano jetpack , cuda , tensorflow	2	814	October 18, 2021
Failed to allocate memory [Op:Mul] Jetson Nano tensorflow	5	7382	March 9, 2022
Resource exhausted: OOM when allocating tensor with shape[256] Jetson Nano tensorrt , tensorflow	6	5403	October 18, 2021
Problem running Tensorflow in Jetson nano Jetson Nano tensorflow	2	677	March 15, 2022
Can't run LSTM based (TF-Keras) model on Jetson Nano - Function call stack: distributed_function -> distributed_function -> distributed_function Jetson Nano	3	1723	October 14, 2021