A New Type of Eye Movement Model Based on Recurrent Neural Networks for Simulating the Gaze Behavior of Human Reading

Table 5

Comparison between reference latency, HMKA12 latency, and RNN-based latency.

Count of pixels	Reference Latency		HMKA12 Latency		RNN-based Latency
	Single-GPU	Multi-GPU	Single-GPU	Multi-GPU	Single-GPU	Multi-GPU
32M	780 ms	577 ms	96.2 ms	74.0 ms	27.6 ms	19.7 ms
16M	532 ms	410 ms	95.6 ms	65.4 ms	27.6 ms	19.8 ms
8M	385 ms	289 ms	95.0 ms	58.6 ms	27.4 ms	16.9 ms
4M	267 ms	212 ms	94.4 ms	62.2 ms	27.4 ms	17.4 ms
2M	98.6 ms	75.4 ms	93.8 ms	63.1 ms	27.1 ms	17.6 ms
1M	90.4 ms	72.1 ms	89.9 ms	63.7 ms	27.3 ms	18.3 ms