Geekbench ML Score

479
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 17 2024 05:59 PM
Views 1

System Information

System Information
Operating System Android 12
Model vivo I1927
Model IDvivo I1927
Motherboard kona
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 @ 2.84 GHz
Memory Information
Size 7.47 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 365
68.3 IPS
 
Image Classification (F16)
100% 566
106.0 IPS
 
Image Classification (I8)
97% 1165
218.1 IPS
 
Image Segmentation (F32)
100% 427
7.13 IPS
 
Image Segmentation (F16)
100% 540
9.01 IPS
 
Image Segmentation (I8)
98% 1090
18.2 IPS
 
Pose Estimation (F32)
100% 1352
1.64 IPS
 
Pose Estimation (F16)
100% 5090
6.16 IPS
 
Pose Estimation (I8)
100% 10826
13.1 IPS
 
Object Detection (F32)
100% 305
22.7 IPS
 
Object Detection (F16)
99% 446
33.3 IPS
 
Object Detection (I8)
59% 588
43.9 IPS
 
Face Detection (F32)
100% 878
10.4 IPS
 
Face Detection (F16)
97% 1059
12.6 IPS
 
Face Detection (I8)
88% 3291
39.1 IPS
 
Depth Estimation (F32)
100% 440
3.41 IPS
 
Depth Estimation (F16)
100% 531
4.11 IPS
 
Depth Estimation (I8)
82% 6928
53.7 IPS
 
Style Transfer (F32)
100% 745
0.98 IPS
 
Style Transfer (F16)
100% 795
1.05 IPS
 
Style Transfer (I8)
98% 3582
4.71 IPS
 
Image Super-Resolution (F32)
100% 701
25.0 IPS
 
Image Super-Resolution (F16)
100% 1513
54.0 IPS
 
Image Super-Resolution (I8)
98% 4851
173.2 IPS
 
Text Classification (F32)
64% 3
4.35 IPS
 
Text Classification (F16)
64% 3
4.22 IPS
 
Text Classification (I8)
92% 62
89.8 IPS
 
Machine Translation (F32)
100% 69
1.27 IPS
 
Machine Translation (F16)
100% 354
6.52 IPS
 
Machine Translation (I8)
0
 

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