when render loading training cameras, automatic quit

chiehwangs / gaussian-head

Official repository for 'GaussianHead: High-fidelity Head Avatars with Learnable Gaussian Derivation'

MIT License

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when render loading training cameras, automatic quit #12

Closed westwind027 closed 9 months ago

westwind027 commented 9 months ago

chiehwangs commented 9 months ago

Hi,

The possible reason is RAM limitation causes the process to be killed.

We load the training data into the memory at one time before training to reduce the communication time between CPU and storage during training. For 2000 frames, this may require more than 24GB of memory. Therefore, you can try reducing images; or, try using dataloader to load images during training.