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Announcement
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Ayon Basumallik
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Engineering
Ayon Basumallik Named SVP of Engineering at Code Metal
Ayon Basumallik Joins Code Metal as SVP of Engineering and Product. Read more here.
Explore the innovative solutions we offer
A complete, customized solution from development to deployment, all in one package.
Developing for hardware is hard. We make it easy
At the heart of Code Metal's innovation lies the ability to seamlessly translate complex development tasks into automated, self-correcting processes.
Legacy Code Modernization
Transition outdated systems into future-ready codebases.
Advanced Code Generation
Custom solutions designed to ensure reliability and verification
Streamlined Edge Deployments
Modernize processes for seamless functionality at the edge.
Dependable Performance
Engineered for consistent reliability.
Cost Efficiency
Dramatically reduce costs and time.
Logistics and Supply Chain
Manufacturing, Robotics, and Automation
Defense and
National Security
Automotive
Telecommunications
Industry-Leading Solutions Across Diverse Sectors
Code Metal delivers innovative solutions tailored to the unique needs of industries, driving performance and optimizing efficiency across sectors.
How it Works
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.
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Input your code
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.
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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.
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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.
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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,”
“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.”
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.
