Portable Ascend C and TileLang operator engineering skill with tested workflows and lessons from DeepGEMM and TileKernels.
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Updated
Oct 17, 2026 - Python
Portable Ascend C and TileLang operator engineering skill with tested workflows and lessons from DeepGEMM and TileKernels.
Agent-evolving TileLang compiler for Ascend A2/A3, with TIR simulation, dependency tracing, FP32 GEMM and im2col.
System-One: a calibrated on-device System-1 decision engine (from scratch). TileLang kernels for Ascend 910B & Apple MPS, SFT -> on-policy distillation -> RLCD training stack, OpenSpec multi-level change management. Two-track course reference.
DeepSeek Ascend NPU high-performance operator infrastructure & training framework (TileLang tile DSL compiler + DeepGEMM/DeepEP/TileKernels/FlashMLA/DeepSelect + MoE expert parallelism + MLA sparse attention + zero-dependency trainable mock backend + OpenAI-compatible HTTP server + CLI/Docker/K8s/Helm/CI + LangChain/MCP).
LLM and vision-language inference on NVIDIA Jetson, powered by Rust and TileLang.
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