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Oral
Wed Aug 31 02:15 PM -- 02:33 PM (PDT) @ Exhibit Hall A None
ULPPACK: Fast Sub-8-bit Matrix Multiply on Commodity SIMD Hardware
In Efficient Inference and Model Serving
Jaeyeon Won · Jeyeon Si · Sam Son · Tae Jun Ham · Jae W. Lee
Oral
Wed Aug 31 02:33 PM -- 02:51 PM (PDT) @ Exhibit Hall A
AccMPEG: Optimizing Video Encoding for Accurate Video Analytics
In Efficient Inference and Model Serving
Kuntai Du · Kuntai Du · Qizheng Zhang · Qizheng Zhang · Anton Arapin · Anton Arapin · Haodong Wang · Haodong Wang · Zhengxu Xia · Zhengxu Xia · Junchen Jiang · Junchen Jiang
Oral
Wed Aug 31 02:51 PM -- 03:09 PM (PDT) @ Exhibit Hall A
HALOS: Hashing Large Output Space for Cheap Inference
In Efficient Inference and Model Serving
Zichang Liu · Zhaozhuo Xu · Alan Ji · Junyan Zhang · Jonathan Li · Beidi Chen · Anshumali Shrivastava
Oral
Wed Aug 31 03:09 PM -- 03:27 PM (PDT) @ Exhibit Hall A
Learning Compressed Embeddings for On-Device Inference
In Efficient Inference and Model Serving
Niketan Pansare · Jay Katukuri · Aditya Arora · Frank Cipollone · Riyaaz Shaik · Noyan Tokgozoglu · Chandru Venkataraman
Oral
Wed Aug 31 03:27 PM -- 03:45 PM (PDT) @ Exhibit Hall A
Bolt: Bridging the Gap between Auto-tuners and Hardware-native Performance
In Efficient Inference and Model Serving
Jiarong Xing · Leyuan Wang · Shang Zhang · Jack Chen · Ang Chen · Yibo Zhu
Oral
Wed Aug 31 03:45 PM -- 04:03 PM (PDT) @ Exhibit Hall A
URSABench: A System for Comprehensive Benchmarking of Bayesian Deep Neural Network Models and Inference methods
In Efficient Inference and Model Serving
Meet Vadera · Jinyang Li · Adam Cobb · Brian Jalaian · Tarek Abdelzaher · Benjamin Marlin