Overview

MindStudio Ops Generator (msOpGen) is an operator development efficiency tool integrated into the MindStudio toolchain. After analyzing an operator and defining its prototype, you can use msOpGen to generate a custom operator project and perform compilation and deployment.

Core Features:

• Operator Project Generation (msopgen gen): Automatically generates a complete operator project framework (including Host-side and Kernel-side code templates, build scripts, etc.) based on JSON prototype definition files
• Simulation Pipeline Visualization (msopgen sim): Parses dump data from the performance simulation environment and generates operator simulation pipeline visualization files viewable in Chrome tracing

Supporting Tools:

• msOpST (Operator Test Tool): Performs ST (System Test) in real hardware environments to verify operator functionality
• msProf (Profiling Tool) / msSanitizer (Sanitizer Tool) / msDebug (Debug Tool): Deeply integrated with operator projects generated by msOpGen, covering performance tuning, memory detection, and on-board debugging

Use Cases:

• Ascend C custom operator development
• TBE / AI CPU operator project setup
• Multi-framework adaptation (TensorFlow, PyTorch, MindSpore, ONNX)