HKG18-417 – OpenCL support by NNVM & TVM

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.
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★ 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
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★ Event Details ★
Linaro Connect Hong Kong 2018 (HKG18)
19-23 March 2018
Regal Airport Hotel Hong Kong

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Keyword: AI / ML
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Speakers: Jammy Zhou

Speaker Positions: Solution Director