Job Description
Job Description1. Neuropilot converter tool enhancement, maintenance, and customer support
* Enhance the converter tool coverage for different models and different deep learning frameworks
* Develop general graph optimization passes to simplify the model after conversion
* Develop and optimize PC model execution tool for accuracy evaluation after quantization/conversion
* Troubleshoot and resolve technical issues related to converter tool
2. NeuroPilot quantization tool enhancement, maintenance, and customer support
* Survey state-of-the-art (SOTA) quantization algorithms and conduct feasibility experiments/analysis
* Design and implement quantization algorithms and acuracy analysis tool to reduce the accuracy impact after quantization
* Troubleshoot and resolve technical issues related to quantization tool
#LI-LYNNRequirementEducation:
* Master's degree (or above) in Computer Science, Electrical Engineering, or related fields.<...
* Enhance the converter tool coverage for different models and different deep learning frameworks
* Develop general graph optimization passes to simplify the model after conversion
* Develop and optimize PC model execution tool for accuracy evaluation after quantization/conversion
* Troubleshoot and resolve technical issues related to converter tool
2. NeuroPilot quantization tool enhancement, maintenance, and customer support
* Survey state-of-the-art (SOTA) quantization algorithms and conduct feasibility experiments/analysis
* Design and implement quantization algorithms and acuracy analysis tool to reduce the accuracy impact after quantization
* Troubleshoot and resolve technical issues related to quantization tool
#LI-LYNNRequirementEducation:
* Master's degree (or above) in Computer Science, Electrical Engineering, or related fields.<...