Proper visualization is key to better understanding of all kinds of complex systems and data flows. At Antmicro, we use graphs to visualize AI optimization pipelines and applications using Kenning, digital designs written in...
ASIC and FPGA designs consist of distinct blocks of logic bound together by a top-level design. Taking advantage of this modularity and enabling automation and reuse of blocks across designs requires tools for automated processing...
At Antmicro, we take a CLI-first approach to developing tools, providing clean and testable APIs as well as using them in continuous integration and other headless scenarios, which are frequently found in the industrial projects...
Given the rising demand for AI processing on the edge along with rapid advances in AI model compression through pruning and quantization to 8-bit, 4-bit (and even lower) integers, the configurability, low power and latency...
With a rapid increase in interest in adding edge Machine Learning capabilities to consumer-facing as well as industrial devices - brought about by the rapid advances in deep learning and now also LLMs, the increasing compute...
When working with abstract concepts such as building machine learning data flows in Kenning or designing an FPGA platform with FPGA Topwrap, the ability to represent the data in an easily understandable form can greatly improve...
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