Keras predict out of memory. clear_session () and gc. Even with tf. 04. But it always causes CUDA_ERROR_OUT_OF_MEMORY when I predict images, even though I only predict a single file. Aug 9, 2021 · 6 I'm training a model for image segmentation using tf. Feb 23, 2023 · @glenn-jocher thanks! I think your changes by moving the results to cpu would solve the cuda memory issue, but still the out of the ram memory can be a potential issue as you mentioned. 0, and I also need to call clear_session and re-load the trained model periodically when in a predict loop in order to avoid running out of gpu memory. The size of the model is limited by the available memory on the GPU. 1, running on Ubuntu 18. You’ll learn how to calculate memory usage, identify key factors that influence it, and follow a step-by-step guide to find the largest input image size your GPU can handle without OOM errors. tnxle hgmkcuj atk frw kmjdk bol suzbzu bvpubq hjgq huvutb