Geekbench ML Score

693
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 14 2022 10:11 AM
Views 1

System Information

System Information
Operating System Android 12
Model Firefly ITX-3588J
Model IDFirefly ITX-3588J
Motherboard rk30sdk
Governorschedutil
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 4 part 3339 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 3.37 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 433
46.4 IPS
 
Image Classification (F16)
100% 719
77.0 IPS
 
Image Classification (I8)
81% 699
74.9 IPS
 
Image Segmentation (F32)
100% 1026
6.34 IPS
 
Image Segmentation (F16)
100% 1693
10.5 IPS
 
Image Segmentation (I8)
89% 1527
9.43 IPS
 
Pose Estimation (F32)
100% 364
1.47 IPS
 
Pose Estimation (F16)
100% 906
3.67 IPS
 
Pose Estimation (I8)
80% 909
3.68 IPS
 
Object Detection (F32)
100% 346
12.2 IPS
 
Object Detection (F16)
99% 497
17.5 IPS
 
Object Detection (I8)
54% 489
17.2 IPS
 
Face Detection (F32)
100% 1091
12.5 IPS
 
Face Detection (F16)
97% 1822
20.9 IPS
 
Face Detection (I8)
75% 1543
17.7 IPS
 
Text Classification (F32)
100% 638
252.5 IPS
 
Text Classification (F16)
98% 923
365.1 IPS
 
Machine Translation (F32)
100% 187
28.8 IPS
 
Machine Translation (F16)
100% 192
29.5 IPS
 

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