coiled.io

Easily configure shared memory size for CLI jobs with `--docker-shm-size`. Training PyTorch models on a GPU and need more memory? Ever run into "Error: No space left on device"? You can now customize Docker shared memory size with `--docker-shm-size`. docs.coiled.io/user_guide/c...

🔨 Job setup option for Coiled Batch Use `--host-setup-script` to configure your VM before your batch job starts. Easily: ✅ Install dependencies ✅ Mount cloud storage ✅ Handle authentication or any other setup your jobs need. Learn more: docs.coiled.io/user_guide/b...

Coiled 2024 in Review docs.coiled.io/blog/2024-eo... It’s the time when companies issue year-end summaries, acclaiming success (or not), and forecasting incredible growth for the next year (or not). I thought I’d do something similar for Coiled. It’s been a significant year for us ...

Calculating quantiles, a common application in #geospatial workloads, used to be slow due to GIL contention in NumPy. The new implementation in @dask.org + @xarray.bsky.social is up to a hundred times faster and scales independently of the number of threads 🥳 . docs.coiled.io/blog/array-q...

We're big fans of rich for a nice terminal experience, but we've found sometimes folks log things even rich can't handle. As of the latest coiled=1.67.0 release, coiled logs automatically falls back to non-rich printing in these situations. Release notes: docs.coiled.io/user_guide/c...

Learn more about @dask.org + @xarray.bsky.social for large-scale geo workloads at PyData Global. We'll cover what works (and what breaks) + updates on building a benchmarking suite for 100s of TBs of geospatial data. 🗓️ Thursday, Dec. 5th ⏰ 4pm UTC global2024.pydata.org/cfp/talk/G9D...