OptimizeBenchmarkRepeat
A platform for GPU programming challenges. Write efficient GPU kernels and compare your solutions with other developers.
Want to submit from your IDE? Check out our CLI tool
vector-add.cu
#include <cuda_runtime.h>
__global__ void vectorAdd(const float* A, const float* B, float* C, int N) {
}
Why Tensara?
Tensara provides a unique platform for honing your GPU programming skills through competitive challenges and detailed benchmarking.
Real Hardware Benchmarking
Submissions are run on standardized GPU hardware for fair and accurate performance comparisons.
Competitive Leaderboards
See how your solutions stack up against others on detailed leaderboards for each problem.
Community & Collaboration
Discuss strategies, share insights, and learn from fellow GPU programming enthusiasts.
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Latest Updates
Core Platform
Experimental Mojo Support
FEATUREAdded support for Mojo submissions.
3 days ago
Rating System
FEATURENew rating system for user rankings.
2 weeks ago
Triton Kernel Support
FEATUREAdded support for Triton-based kernel submissions.
3 weeks ago
CLI Tool
v1 Release
RELEASEFully integrated CLI tool for Tensara.
1 hour ago
Submissions
FEATUREAllows direct submissions via CLI.
5 hours ago
v0.1 Release
RELEASEInitial release of the Tensara CLI.
1 month ago
Problems
Graphics Problems
IN PROGRESSImage processing problems in progress.
1 day ago
Convolution Problems
FEATURENew set of convolution challenges available.
1 week ago
3D/4D Tensor Matmul Problems
FEATUREAdded new matrix multiplication problems.
2 weeks ago
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