conftrace_

hardware acceleration

48 papers

Explore in graph

Co-occurring keywords

model compression (3302) parallel computing (146) neural network (6616) convolutional neural network (4226) spiking neural network (331) neural network optimization (1293) load balancing (55) field programmable gate array (11) embedded system (21) large language model (13587)

Papers

Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets ICML 2022
OpEvo: An Evolutionary Method for Tensor Operator Optimization AAAI 2021
Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution ICML 2021
Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021
Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation AAAI 2021
The nanoPU: A Nanosecond Network Stack for Datacenters OSDI 2021
Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors CVPR 2019
Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure IJCAI 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ICCV 2019
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019
Channel Gating Neural Networks NIPS 2019
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning OSDI 2018
Metron: NFV Service Chains at the True Speed of the Underlying Hardware NSDI 2018
Training DNNs with Hybrid Block Floating Point NIPS 2018
Azure Accelerated Networking: SmartNICs in the Public Cloud NSDI 2018
Speech Recognition and Understanding on Hardware-Accelerated DSP INTERSPEECH 2017
Flexplane: An Experimentation Platform for Resource Management in Datacenters NSDI 2017
Robot Motion Planning on a Chip RSS 2016
BinaryConnect: Training Deep Neural Networks with binary weights during propagations NIPS 2015
Backpropagation for Energy-Efficient Neuromorphic Computing NIPS 2015
A Massively Parallel Digital Learning Processor NIPS 2008