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There is presently no benchmark suite for Numba’s CUDA target, and there is a gap between Numba’s performance and the maximum achievable. To support performance optimization efforts, a benchmark suite…
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Hi!
Recently I did many Profile-Guided Optimization (PGO) benchmarks on multiple projects (including static analysis tools and compilers like Rustc, Clang, Clangd, Clang Tidy, and many others) - th…
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CUDA programming , which is essential for ML/AI optimization, is incredibly sought in the ML industry especially as we entered the LLM era. In order to make the neural network training faster and more…
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### Description
Currently, for computeValueIds, VectorHasher consumes the entire input, either successfully hashing all values, or if an unhashable value is encountered, VectorHasher will still con…
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## 📝 Scenario
As a **FinOps practitioner**, I need to **get notified when there are cost optimization opportunities** in order to **keep my workloads running efficiently**
## 🚀 Goal
Create a logic …
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- link: https://developer.arm.com/tools-and-software/embedded/arm-development-studio/components/streamline-performance-analyzer
- intro: https://developer.arm.com/documentation/101816/0705/Getting-st…
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#### What would you like to be added:
#### Why is this needed:
Centralized Management: Administrators would benefit from a single pane of glass to manage multiple clusters, simplifying the use…
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It'd be useful to have some more labels for classifying issues and PRs.
For example, as more users adopt Dask-SQL for diverse workloads, we see a lot of SQL syntax specific feature requests:
[su…
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Hi!
Recently I did many Profile-Guided Optimization (PGO) benchmarks on multiple projects (including many databases like PostgreSQL, MongoDB, Redis, and many others) - the results are available [he…
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This page is accessible via [roadmap.vllm.ai](https://roadmap.vllm.ai)
### Themes.
As before, we categorized our roadmap into 6 broad themes: broad model support, wide hardware coverage, state of…