Device Placement on ResNet benchmark leaderboard · SOTA2 Research

Device Placement on ResNet

0.0077Latency per GPUHSDAG

Evaluation Results

Method	Links
HSDAG2024.05		0.0077	—	52.1
GPU-only2024.05		0.0078	—	51.2
RNN-based2024.05		0.0088	—	45.3
OpenVINO2024.05		0.0088	—	45.3
Placeto2024.05		0.0093	—	41.8
CPU-only2024.05		0.016	—	0
OpenVINO2024.05		0.0234	—	-46.3
HSDAG2024.05		—	1,047	—
Placeto2024.05		—	1,162	—
RNN-based2024.05		—	1,212	—