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CUDA Python: Performance meets Productivity

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We have them in the bindings: - driver: https://nvidia.github.io/cuda-python/cuda-bindings/latest/module/driver.html#occupancy - runtime: https://nvidia.github.io/cuda-python/cuda-bindings/latest/module/runtime.html#occupancy and this issue is about cuda.core exposure.

triage
feature
cuda.core

Sounds like a good idea to - move the lifetime-related changes to another PR - ensure **both** driver/runtime Python layers have the lifetime management for callbacks - ensure **both** driver/runtime...

enhancement
P0
cuda.bindings

This is the ABC class that all concrete cache classes should inherit/overwrite: ```python class ProgramCacheResource(abc.ABC): @abc.abstractmethod def __getitem__(self, key: Any) -> Module: """Retrieve the cached Module instance. key should be...

triage
P1
feature
cuda.core

Two kinds of on-disk caches: - one for sqlite3 based (suitable for single processes) - one for file-stream based (suitable for concurrent processes, thanks to atomic I/O) It is unclear...

triage
P0
feature
cuda.core

We will add opt-in cache classes for library developers and end users to cache the compiler artifacts.

triage
P0
feature
cuda.core

This was the Cursor prompt: > I want to add typing annotations to the cuda_core code, to be checked with mypy when running the pre-commit command. Note: I had to...

In 2025, there are many ways of installing CUDA to a Python environment. One key challenge here is that all header/library search logics implemented in the existing CUDA-enabled libraries (ex:...

P1
feature
cuda.bindings
cuda.core
EPIC

enhancement
P0
CI/CD