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coiled.io

@coiled.io

Run Python on the cloud easily + cheaply. Based on Dask for parallel computing.

coiled.io @coiled.io · 05/03/2025

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...

Carbon code snippet of the following CLI command: coiled run --docker-shm-size=3gb python train.py

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coiled.io @coiled.io · 19/12/2024

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...

Dask dashboard computing quantiles for an Xarray dataset.

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coiled.io @coiled.io · 05/12/2024

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...

Rich terminal output from coiled logs CLI command

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