Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Tips

1. Training a model requires significantly more CPU/GPU memories than running inference using the model.

2. torch.cuda.empty_cache() doesn't help if memory is not enough

3. It is suggested that you …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Data Modeling with RDF(S)

Learn OWL and RDFS

RDF: Resource Description Framework OWL: Web Ontology Language

Products

neo4j

RDFox

Unique features of RDFox include the very powerful rule language (roughly …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

1. torchvision pretrained models

2. Model Zoo

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Memory

1. ResNet152 inferencing requies about (a little bit less than) 2G GPU memory and training can be done with 8G GPU memory (need to set a small batch size). Deeper ResNet …

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

Define command as ["/busybox/sh", "-c", "tail -f /dev/null"] instead of ["/busybox/sh", "-c", "tail", "-f", "/dev/null"]

Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!

1. You can pass the option --entrypoint to the command docker to overwrite the entrypoint at runtime.

References

Difference between Docker ENTRYPOINT and Kubernetes container spec COMMAND?

Docker - Override or remove ENTRYPOINT …