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A platform for GPU programming challenges. Write efficient GPU kernels and compare your solutions with other developers.

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Real GPU Challenges

Battle-tested problems that push your kernel optimization skills to the limit.

Live Rankings

Compete for the highest GFLOPS and lowest kernel execution times on the leaderboard.

Global Competition

Join the ranks of GPU programmers worldwide and prove your parallel programming prowess.

Recent Platform Updates

Check out the latest improvements across all Tensara projects

Core Platform


Feature

Triton submission support

Feature

Rating & leaderboard system

Improvement

Rate limiting & error handling

Feature

Test result streaming with SSE

Problem Repository


Feature

PyTorch-based test cases

Feature

3D/4D Tensor matmul problems

Improvement

Python problem definitions

Feature

Sigmoid, Tanh, and more activation functions

CLI Tool


Feature

CLI interface for platform

Feature

GitHub authentication system

Improvement

Pretty printing for results

Release

Version 0.2.0 released

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Write efficient GPU code and compete with other developers.

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