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CUDA Python: Performance meets Productivity

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This task should be simple: - Allow users to opt-in and internally pass `cudaGraphInstantiateFlagDeviceLaunch` to `cudaGraphInstantiate()` - Add code samples to showcase how this can done The majority of work...

P0
feature
cuda.core

This adds two convenience methods to convert between `cuda.core.Device` and `cuda.core.system.Device`. I have a few design questions for this one: - Is the naming of `Device.to_system_device` and `Device.to_cuda_device` ok? -...

### Is this a duplicate? - [x] I confirmed there appear to be no [duplicate issues](https://github.com/NVIDIA/cuda-python/issues) for this request and that I agree to the [Code of Conduct](CODE_OF_CONDUCT.md) ### Area...

triage

## Description Issue Link - #981 ### Changes to be addressed in this WIP PR: - LTO IR testing - Is there a way to add multiple modules? {If /...

enhancement
P1
cuda.core

### Is this a duplicate? - [ ] I confirmed there appear to be no [duplicate issues](https://github.com/NVIDIA/cuda-python/issues) for this request and that I agree to the [Code of Conduct](CODE_OF_CONDUCT.md) ###...

triage
cuda.core

### Is this a duplicate? - [ ] I confirmed there appear to be no [duplicate issues](https://github.com/NVIDIA/cuda-python/issues) for this request and that I agree to the [Code of Conduct](CODE_OF_CONDUCT.md) ###...

triage
cuda.core

## Description closes #1494 This PR ensures that `Stream.legacy_default()` and `Stream.per_thread_default()` return singleton instances when called from the base `Stream` class. Previously, these methods were returning new Python instances on...

enhancement
P0
cuda.core

### Tasks for cuda-core and cuda-bindings patch release - [ ] File an internal nvbug to communicate test plan & release schedule with QA - [x] Ensure all pending PRs...

P0
cuda.core

**WIP WIP WIP** — Bug discovered while testing suggested code for NVIDIA/numba-cuda#308 This fix was generated by Cursor. I still need to review it myself. The bug went unnoticed because...

### Is this a duplicate? - [x] I confirmed there appear to be no [duplicate issues](https://github.com/NVIDIA/cuda-python/issues) for this request and that I agree to the [Code of Conduct](CODE_OF_CONDUCT.md) ### Area...

P1
test
cuda.core