triton-operator-code-gen

To generate Triton kernels from operator designs, provide your design document specifying input/output specs and tiling strategies. The system maps operator types to Triton templates and outputs executable kernel code with basic correctness tests.

Deploying Triton kernels on Ascend NPU involves mapping operator types to Triton templates and selecting correct AI or Vector core counts for kernel deployment. The process outputs executable kernels with smoke tests verifying compilation and basic correctness.

Yes, you can generate code for custom Ascend NPU operators by providing a design document. The system supports various operators by mapping them to appropriate Triton templates and producing both executable kernels and smoke tests for verification.

Yes, the generated Triton kernel code includes basic correctness tests. The system produces smoke tests that verify compilation and basic correctness, ensuring the implementation aligns with the original operator design intent.

The best way to handle tiling strategies is to specify them in your operator design document. The system uses these tiling strategies alongside input/output specifications and template selection to produce correctly structured Triton kernels for Ascend NPU deployment.

You need to specify AI or Vector core counts because Ascend NPU requires correct core allocation for kernel deployment. The system maps operator types to Triton templates and uses the appropriate core counts to ensure the generated kernel executes correctly on the hardware.