47 citations · 159 across the 11 of their papers we have counts for
3 papers · 1 filter
Deferred Objects to Enhance Smart Contract Programming with Optimistic Parallel Execution
George Mitenkov, Igor Kabiljo, Zekun Li +6
One of the main bottlenecks of blockchains is smart contract execution. To increase throughput, modern blockchains try to execute transactions in parallel. Unfortunately, however,…
L3 Fusion: Fast Transformed Convolutions on CPUs
Rati Gelashvili, Nir Shavit, Aleksandar Zlateski
Fast convolutions via transforms, either Winograd or FFT, had emerged as a preferred way of performing the computation of convolutional layers, as it greatly reduces the number of…
ZNNi - Maximizing the Inference Throughput of 3D Convolutional Networks on Multi-Core CPUs and GPUs
Aleksandar Zlateski, Kisuk Lee, H. Sebastian Seung
Sliding window convolutional networks (ConvNets) have become a popular approach to computer vision problems such as image segmentation, and object detection and localization. Here…