If you want to do "budget ML" for training or long-running GPU jobs, you should check out Lambda GPU cloud.
Our on-demand instances are 50% the cost of GCP/AWS. Our 8x V100 instances are $12/hr and our 1x Quadro RTX 6000 instances are $1.25/hr. They come set up with TensorFlow/PyTorch/Jupyter notebook so you don't need to do much DevOps work to get started.
Hey @sabalaba, that sounds pretty interesting. Would you be willing to integrate with ZenML? https://github.com/maiot-io/zenml . We're looking for solutions like that that have synergies
Our on-demand instances are 50% the cost of GCP/AWS. Our 8x V100 instances are $12/hr and our 1x Quadro RTX 6000 instances are $1.25/hr. They come set up with TensorFlow/PyTorch/Jupyter notebook so you don't need to do much DevOps work to get started.
https://lambdalabs.com/service/gpu-cloud