Session ID: HKG18-417 Session Name: HKG18-417 - OpenCL support by NNVM & TVM Speaker: Jammy Zhou Track: AI/ML

Session Summary

To use mobile GPU to accelerate deep learning inference on ARM platforms in device side, OpenCL support seems a proper and promising fit. NNVM is an open compiler for AI frameworks with graph IR implementation, and TVM is an open source end-to-end Tensor IR/DSL stack. NNVM together with TVM provides a flexible architecture to support different frameworks and backends. OpenCL is one of the supported backends by NNVM & TVM now, the latest status and some how-tos will be discussed in this session. —————————————————

Resources

Event Page: http://connect.linaro.org/resource/hkg18/hkg18-417/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-417.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-417.mp4 —————————————————

Event Details

hkg18 19-23 March 2018 Regal Airport Hotel Hong Kong


Keyword: AI/ML ‘http://www.linaro.org’ ‘http://connect.linaro.org’ ————————————————— Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961

Speakers: Jammy Zhou

Speaker Positions: Solution Director