ADLIK-MO-ResNet50-W4A4

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology3 results

QuantizationonImageNet
Activation bits· 2019-02-21
4
best: 8 (FQ-ViT (ViT-L))
SOTA
Learned Step Size Quantization arXiv:1902.08153
QuantizationonImageNet
Top-1 Accuracy (%)· 2019-02-21
77.878
best: 85.03 (FQ-ViT (ViT-L))
SOTA
Learned Step Size Quantization arXiv:1902.08153
QuantizationonImageNet
Weight bits· 2019-02-21
4
best: 8 (FQ-ViT (ViT-L))
SOTA
Learned Step Size Quantization arXiv:1902.08153