时间 | 主讲人 | 论文题目 | 附件
| 会议/期刊 |
2020.09.22 | 张宇翔 | The Tensor Algebra Compiler | taco.pptx | OOPSLA 2017 |
2020.09.29 | 郭兴 | Sparse GPU kernels for DL
| file.pptx | SC 2020
|
2020.10.20 | 黄奕桐 | DeepCPU:Serving RNN-based Deep Learning Models 10x Faster | DeepCPU.pptx | ATC 2018 |
2020.10.27 | 刘硕 | Estimating GPU Memory Consumption of Deep Learning Models
| DNNmem.pptx | ESEC/FSE 2020 |
2020.11.03 | 张宇翔 | Ansor: Generating High-Performance Tensor Programs for Deep Learning
| Ansor.pptx | OSDI 2020 |
2020.11.17 | 郭兴 | Taichi: a language for high-performance computation on spatially sparse data structures | Taichi.pptx | TOG 2019 |
2020.12.01
| 黄奕桐 | Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks | Rammer.pptx | OSDI 2020 |
2020.12.15 | 刘硕 | Enhancing the interoperability between deep learning frameworks by model conversion | mmdnn.pptx | ESEC/FSE 2020
|
2020.12.22 | 张宇翔 | Learning to optimize halide with tree search and random programs | AutoHalide.pptx | TOG 2019 |
2020.12.22 | 翟祎 | DeepCache: Principled Cache for Mobile Deep Vision | DeepCache.pptx | MOBICOM 2018 |
2020.12.29 | 黄奕桐 | Optimizing the Memory Hierarchy by Compositing Automatic Transformations on Computations and Data | AKG.pptx | Micro 2020 |