how it works
Design in the language of your choice. Deploy to your platform of your choice. Automated Code Translation and Verification powered by AI.
01
Load your high level reference code written in Python, Matlab or Julia in your favorite IDE with the CodeMetal plugin installed. Our environment automatically tracks complex module and library dependencies, identifies low level language equivalents and provides a transpilation and deployment plan for your edge environment of choice.
02
Choose your edge environment configuration - pick a CPU (e.g. x86 or ARM/RISC), and a combination of accelerators including GPUs (e.g. NVidia, AMD or Qualcomm), FPGAs (e.g., Xilinx - Spartan, Virtex, Artix; Altera - Stratix, Cyclone; Actel or others). Specify available resources - RAM, VRAM, number of cores, number of LEs and others. Choose preferred toolchains (e.g., ROOm, ONNX, Vivado) you would like to integrate with your build.
03
Our agentic workflow will automatically generate a transpilation and deployment plan for your edge environment. You can interact with or simply execute the plan to produce generated code that will include embedded C/C++ or Rust for the CPU, synthesizable VHDL or Verilog for FPGAs, Cuda, HIP or ONNX code for GPUs. Then choose among variants automatically optimized for memory, runtime performance, code size or power consumption and build your binaries.
04
Making changes to the generated code is easy. CodeMetal generates code that conforms to your coding standards and is easily readable by developers. Plus, we integrate into standard IDEs for team collaboration and code versioning tools. CodeMetal will detect optimizations you want to manually make to generated code and suggest matching changes and annotations to your input code.
Verifiable Code Translation
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