Geekbench ML Score

249
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 26 2022 04:04 AM
Views 1

System Information

System Information
Operating System Android 11
Model Xiaomi 2201117TG
Model IDXiaomi 2201117TG
Motherboard spes
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3337 revision 0
Base Frequency 1.90 GHz
Cluster 14 Cores @ 1.90 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 5.52 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 150
16.1 IPS
 
Image Classification (F16)
100% 304
32.6 IPS
 
Image Classification (I8)
80% 271
29.0 IPS
 
Image Segmentation (F32)
100% 312
1.93 IPS
 
Image Segmentation (F16)
100% 614
3.79 IPS
 
Image Segmentation (I8)
89% 571
3.53 IPS
 
Pose Estimation (F32)
100% 135
0.55 IPS
 
Pose Estimation (F16)
100% 255
1.03 IPS
 
Pose Estimation (I8)
80% 254
1.03 IPS
 
Object Detection (F32)
100% 142
4.98 IPS
 
Object Detection (F16)
99% 228
8.02 IPS
 
Object Detection (I8)
53% 216
7.58 IPS
 
Face Detection (F32)
100% 307
3.53 IPS
 
Face Detection (F16)
97% 554
6.37 IPS
 
Face Detection (I8)
76% 516
5.93 IPS
 
Text Classification (F32)
100% 210
82.9 IPS
 
Text Classification (F16)
98% 285
112.6 IPS
 
Machine Translation (F32)
100% 95
14.6 IPS
 
Machine Translation (F16)
100% 88
13.6 IPS
 

Compare

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