Geekbench ML Score

556
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 12 2024 06:57 AM
Views 3

System Information

System Information
Operating System Android 12
Model Samsung Galaxy S10e
Model IDsamsung SM-G970U1
Motherboard msmnile
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 13 part 2052 revision 14
Base Frequency 1.78 GHz
Cluster 14 Cores @ 1.79 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 5.34 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 423
79.2 IPS
 
Image Classification (F16)
99% 599
112.0 IPS
 
Image Classification (I8)
97% 1143
213.9 IPS
 
Image Segmentation (F32)
100% 536
8.95 IPS
 
Image Segmentation (F16)
100% 692
11.6 IPS
 
Image Segmentation (I8)
98% 1043
17.4 IPS
 
Pose Estimation (F32)
100% 1216
1.47 IPS
 
Pose Estimation (F16)
100% 2905
3.52 IPS
 
Pose Estimation (I8)
100% 10261
12.4 IPS
 
Object Detection (F32)
100% 402
30.0 IPS
 
Object Detection (F16)
100% 526
39.3 IPS
 
Object Detection (I8)
59% 961
71.8 IPS
 
Face Detection (F32)
100% 1124
13.4 IPS
 
Face Detection (F16)
97% 1507
17.9 IPS
 
Face Detection (I8)
88% 3104
36.9 IPS
 
Depth Estimation (F32)
100% 490
3.80 IPS
 
Depth Estimation (F16)
100% 556
4.31 IPS
 
Depth Estimation (I8)
82% 6760
52.4 IPS
 
Style Transfer (F32)
100% 727
0.96 IPS
 
Style Transfer (F16)
100% 756
0.99 IPS
 
Style Transfer (I8)
98% 3532
4.65 IPS
 
Image Super-Resolution (F32)
100% 744
26.6 IPS
 
Image Super-Resolution (F16)
100% 1414
50.5 IPS
 
Image Super-Resolution (I8)
98% 4443
158.7 IPS
 
Text Classification (F32)
64% 8
11.1 IPS
 
Text Classification (F16)
64% 7
10.4 IPS
 
Text Classification (I8)
92% 71
101.5 IPS
 
Machine Translation (F32)
100% 227
4.19 IPS
 
Machine Translation (F16)
100% 349
6.42 IPS
 
Machine Translation (I8)
0
 

Compare

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