David John Gagne

icon indicating a website link miles.ucar.edu

icon company NSF National Center for Atmospheric Research icon location Boulder, CO icon location Machine Learning Scientist II and head of the Machine Integration and Learning for Earth Systems group at the NSF National Center for Atmospheric Research.

Results 7 comments of David John Gagne

WIP: A deployment story - Using GPUs on GKE

I ran a short course using Jupyterhub and Kubernetes with pre-emptible GPUs and scaled up to about 50 users. I ran the nodes for 8 hours with a total cost...

WIP: A deployment story - Using GPUs on GKE

@jrmlhermitte What version of tensorflow-GPU did you install? The Tensorflow 1.13 binary is built with CUDA 10 while 1.12 and earlier is built with CUDA 9. Try `pip install tensorflow-gpu==1.12`...

Long-term goal: rogue workshop

I want to follow up on a short discussion we had at today's Pangeo ML group meeting. There is still interest in the workshop but no one has volunteered to...

Memory leak in quantile function

Bumping this issue because I have run into the same problem. I suspect the issue coming from the C function that wraps the quantile call for ndarrays. I ended up...

Memory leak in quantile function

I have written numba versions of cdf and quantile so far but have not tackled the code for updating and merging the tdigest. I have the code in a [PR](https://github.com/NCAR/bridgescaler/pull/15)...

First commit of updated torch code

@jsschreck Can you add unit tests and docstrings, especially for the model, layer, and loss classes? The docstrings should be in google format and should match formatting on the keras...

First commit of updated torch code

I made a bunch of formatting updates to the code, got the docs to compile, removed the ptype-physical dependency and added some other ones, and removed an accidental credit dependency....