NVIDIA/warp
Oct 2025 – Oct 2025
1 Month active
Languages Used
C++Python
Technical Skills
Automatic DifferentiationCUDAFFI (Foreign Function Interface)JAXKernel Development
Mehdi Ataei
PROFILE
Mehdi Ataei
Mehdi Ataei developed automatic differentiation support for Warp kernels within the NVIDIA/warp repository, enabling seamless integration with JAX for machine learning and scientific computing workflows. He implemented adjoint computation in the jax_kernel module, allowing Warp kernels to be differentiable and thus suitable for gradient-based optimization. Using C++ and Python, Mehdi leveraged skills in CUDA, FFI, and kernel development to deliver this feature, along with comprehensive documentation and unit tests to ensure reliability and ease of adoption. His work addressed integration friction between Warp and JAX, laying a technical foundation for more flexible and efficient experimentation in differentiable programming.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
924
Activity Months1
Your Network
116 people
Work History
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025 Monthly Summary for NVIDIA/warp: Delivered JAX Warp Kernel Automatic Differentiation feature with adjoint computation, plus docs and tests. This enables differentiable Warp kernels within JAX for ML and scientific computing workflows, reducing integration friction and accelerating experimentation.
1 Commits • 1 Features
Oct 1, 2025October 2025 Monthly Summary for NVIDIA/warp: Delivered JAX Warp Kernel Automatic Differentiation feature with adjoint computation, plus docs and tests. This enables differentiable Warp kernels within JAX for ML and scientific computing workflows, reducing integration friction and accelerating experimentation.
October 2025
Activity
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Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++Python
Technical Skills
Automatic DifferentiationCUDAFFI (Foreign Function Interface)JAXKernel Development
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