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### Checks
- [X] I have checked that this issue has not already been reported.
- [X] I have confirmed this bug exists on the [latest version](https://pypi.org/project/polars/) of Polars.
### Re…
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### Search before asking
- [X] I have searched the Multimodal Maestro [issues](https://github.com/roboflow/multimodal-maestro/issues) and found no similar feature requests.
### Question
### Descri…
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Our bottleneck in writing ~500MB zstd compressed files is that the write happens single threaded, often taking minutes to complete. It also takes ~15 GB of RAM during that processing, which is a weird…
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Currently the multicast is displayed as sequential steps...
![Image](https://github.com/user-attachments/assets/f452a276-cd41-4663-8922-9aac59af4a9e)
In future these should be shown as parallel step…
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#419 touches on being able to run two commands within a single parallel step in series, but is orchestrating something like the [npm-run-all](https://www.npmjs.com/package/npm-run-all) invocation
`…
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### Summary
Our mocha tests run serially which is inefficient and slow. For example in https://github.com/mui/mui-x, https://app.circleci.com/pipelines/github/mui/mui-x/60861/workflows/e2ea2b79-d33…
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### What Happened
I have setup the laravel preset for my tests. I set one up to fail. (added dd somewhere in my code) But it didn't run. Until I use --parallel option.
### How to Reproduce
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This week's recurring test suite failed - looks like it hung on one of the parallel tests and timed out after almost 6 hours.
```
test/test_adapt.py::test_adapt_parallel_3d_np3[False]
```
http…
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Can we do Multi-GPU over MPI?
Here is a summary of distributed computing capabilities
https://pytorch.org/docs/stable/distributed.html
AFAIK there are no "distributed tensors" or anything like …
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Corrected the loop over grid sizes to decrement n.
Replaced mpi_real8 with MPI_DOUBLE_PRECISION.
Passed n as an argument to the julia function.
Added proper OpenMP directives closing.
Checked for …