Geekbench ML Score

1238
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 10:38 AM
Views 1

System Information

System Information
Operating System Android 12
Model Xiaomi 22021211RI
Model IDXiaomi 22021211RI
Motherboard munch
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 3.19 GHz
Memory Information
Size 5.48 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 969
103.8 IPS
 
Image Classification (F16)
100% 1496
160.3 IPS
 
Image Classification (I8)
80% 1296
138.9 IPS
 
Image Segmentation (F32)
100% 2498
15.4 IPS
 
Image Segmentation (F16)
100% 4342
26.8 IPS
 
Image Segmentation (I8)
89% 3512
21.7 IPS
 
Pose Estimation (F32)
100% 1309
5.30 IPS
 
Pose Estimation (F16)
100% 2250
9.11 IPS
 
Pose Estimation (I8)
80% 2262
9.15 IPS
 
Object Detection (F32)
100% 644
22.6 IPS
 
Object Detection (F16)
99% 741
26.0 IPS
 
Object Detection (I8)
53% 721
25.3 IPS
 
Face Detection (F32)
100% 1798
20.7 IPS
 
Face Detection (F16)
97% 2872
33.0 IPS
 
Face Detection (I8)
76% 2412
27.7 IPS
 
Text Classification (F32)
100% 407
161.0 IPS
 
Text Classification (F16)
98% 435
172.1 IPS
 
Machine Translation (F32)
100% 404
62.3 IPS
 
Machine Translation (F16)
100% 399
61.5 IPS
 

Compare

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