ResNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ResNet (inference)
1Inference Time (s)
21
ResNet-18 watermarked
1Clean Similarity
9
ResNet architecture
22.06Latency (s)
7
ResNet
0.008Latency per GPU
7
Small ResNet CIFAR-10 trained (test)
0.976R^2
4
ResNet50
25.55Latency (LAN, s)
3
ResNet18
7.9LAN Latency (s)
3
ResNet WAN1
1Latency (s)
3
ResNet LAN
11.3Communication Overhead (MiB)
3
ResNet WAN1
426Latency (second)
3
ResNet computation graph
4Edge Cut
2
ResNet20
—Primary metric
0