Inside TensorPlay: Finding a Kernel

How a + b reaches real instructions: two YAML contracts, one code generator, and a lock-free dispatcher that routes each operator to its kernel.

Views: 0 · Created: 2026-10-11 · Updated: 2026-10-11 · 13 min · 2764 words · TensorPlay Team · AI

Inside TensorPlay: Anatomy of a Tensor

How TensorPlay builds a tensor across DataPtr, Storage, TensorImpl, and Tensor: the move-only deleter, caching allocator, version guard, and zero-copy views.

Views: 0 · Created: 2026-10-11 · Updated: 2026-10-11 · 16 min · 3369 words · TensorPlay Team · AI

Stax (6): References and Appendices

References for the whole chapter, plus appendices: a source-code index, measurement scripts, and worked solutions for selected exercises.

Views: 0 · Created: 2026-10-11 · Updated: 2026-10-11 · 19 min · 3870 words · TensorPlay Team · AI

Stax (5): Caching and Measurement

Content-addressed caching, parallel compilation, fallback semantics, design comparisons against PyTorch 2 and XLA, measurement models, exercises, and labs.

Views: 0 · Created: 2026-10-11 · Updated: 2026-10-11 · 69 min · 14522 words · TensorPlay Team · AI

Stax (4): GPU Codegen and Dynamic Shapes

GPU execution and Triton programming models, reduction kernels, multi-reduction fusion, launch configurations, epilogue fusion, and CUDA Graphs.

Views: 0 · Created: 2026-10-11 · Updated: 2026-10-11 · 60 min · 12760 words · TensorPlay Team · AI