https://blog.tensorplay.cn/ Recent content on TensorPlay Blog Hugo -- 0.157.0 en-us Sun, 11 Oct 2026 14:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-06/ Sun, 11 Oct 2026 14:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-06/ References for the whole chapter, plus appendices: a source-code index, measurement scripts, and worked solutions for selected exercises. https://blog.tensorplay.cn/en/posts/tensorplay-stax-05/ Sun, 11 Oct 2026 13:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-05/ Content-addressed caching, parallel compilation, fallback semantics, design comparisons against PyTorch 2 and XLA, measurement models, exercises, and labs. https://blog.tensorplay.cn/en/posts/tensorplay-stax-04/ Sun, 11 Oct 2026 12:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-04/ GPU execution and Triton programming models, reduction kernels, multi-reduction fusion, launch configurations, epilogue fusion, and CUDA Graphs. https://blog.tensorplay.cn/en/posts/tensorplay-stax-03/ Sun, 11 Oct 2026 11:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-03/ Buffer dependencies, the greedy fusion algorithm, buffer reuse, affine dependences and tiling, plus the full CPU codegen path from vectorization to wrappers. https://blog.tensorplay.cn/en/posts/tensorplay-stax-02/ Sun, 11 Oct 2026 10:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-02/ Reverse-mode autodiff over the operator-level graph, the minimum-cut model for save-versus-recompute, and lowering to a loop-level intermediate representation. https://blog.tensorplay.cn/en/posts/tensorplay-stax-01/ Sun, 11 Oct 2026 09:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-01/ Just-in-time compilation as program specialization: guards, specialization keys, tracing-time proxy capture, data-dependent control flow, and graph rewrites. https://blog.tensorplay.cn/en/posts/tensorplay-stax-guide/ Sun, 11 Oct 2026 08:00:00 +0800 https://blog.tensorplay.cn/en/posts/tensorplay-stax-guide/ A systematic tour of Stax, TensorPlay's compiler backend: specialization, graph capture, transformations, autodiff, loop-level IR, scheduling, and codegen.