G-Watch.
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  • Getting Started

    • Introduction
    • Installation
  • Intra-kernel Tracing
    • Supported DSLs
      • CUDA
      • TileLang
      • CuTeDSL
      • Triton
    • Visualize Xtrace for Agent
  • Intra-kernel Profiling
    • Counter-based Profiling
    • PC Sampling
  • Binary Analysis
    • Control Flow
      • Control Flow Graph
      • Control Divergence Graph
      • Warp Specialization
      • Software Pipeline
    • Data Flow
      • Data Flow Graph
      • SMEM Usage
      • DMEM/SMEM Access Pattern
    • Hardware Execution
      • Instruction Scheduling
      • RMEM Liveness
      • RMEM Cache
HumanizeAgent

SMEM Usage

Content coming soon.

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G-Watch.

Profiling and program analysis for agentic GPU/TPU kernel optimization.

G-Watch is an open-source project under Mars Compute.

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G-Watch 2024 – 2026