Cut your development time from months to days
Input your Code
Upload your Python, Julia, or MATLAB research code to create optimized, edge-ready low-level code.
Define Your Runtime
Pick a deployment chipset from our curated optimizers or customize your own. Set up unit and regression tests, and define constraints like memory usage.
Automate and Run
Launch with our automated stack. Your code automatically adapts to the chosen runtime, enhancing efficiency with each iteration.
< 1 >
Input your code
Load your high level prototype 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.
< 2 >
Define your runtime
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., ROCm, ONNX, Vivado) you would like to integrate with your build.
< 3 >
Automate and Run
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.
< 4 >
Track Changes Between Generated and Input Code
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.
“Code Metal is accelerating development at the edge faster than any of its peers at a time where edge deployments are scaling rapidly,”
Maximize your development potential
Discover the benefits of streamlined coding, high-quality standards, and robust security with CodeMetal.
Accelerate Development
Code directly in a high level language, save months of development time.
Standardized Readable Code
Generate code that’s readable, set coding standards for output.
On-Premise Security
Secure, run completely on premise without talking to the cloud.
“Code Metal has been transformational in designing, building, and delivering intelligence into our logistics network, It’s revolutionized how we think about the supply chain.”
In-Depth News and Research
About Us
Drawing on years of experience from leading AI labs at MIT and industry giants like Meta, Microsoft and Amazon, our team has mastered the science of translating sophisticated research algorithms for cutting-edge platforms, from the F-35 Joint Strike Fighter to the Microsoft HoloLens. Now, we're accelerating the journey from algorithmic breakthroughs to hardware application.
