Steve Roddy

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semiconductor manufacturing general purpose neural processing unit chimera gpnpu chimera sdk ml inference automotive ai machine learning deep learning large language models vision transformers ai computing soc design c++ code execution matrix operations vector processing scalar code unified architecture custom operators performance optimization processor architecture chip design ai accelerator high-volume applications cloud-based development integrated development environment mtl compatibility power consumption efficiency npu dsp integration machine learning models predictive weight prefetching memory optimization data bandwidth utilization benchmarking tools embedded systems on-device ai licensable processor ip complex application code ai software simulation graph compiler tensorflow integration pytorch support code development platform simplicity in design autom automotive applications low power inference flexible chip architecture hardware accelerators machine learning graph ai semiconductor technology emerging neural network operators semiconductor intellectual property artificial intelligence gpnpu on-device ai computing edge ai high-performance processing low power consumption system-on-chip soc devstudio digital signal processing plug-and-play solutions autonomous vehicles industrial robotics consumer electronics real-time ai inference cloud computing scalable ai solutions efficient ml accelerators ai benchmark models hybrid data-flow architecture rapid product development cost-effective integration autonomous systems smart sensors iot devices 5g infrastructure medical imaging customer-centric design collaborative development environment semiconductors hardware information technology & services embedded hardware & software consumers enterprise software enterprises computer software b2b