Geekbench ML Score

403
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 06:18 AM
Views 1

System Information

System Information
Operating System iOS 14.7.1
Model iPhone 7 Plus
Model IDiPhone9,2
Motherboard D11AP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 2.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 280
30.0 IPS
 
Image Classification (F16)
100% 272
29.1 IPS
 
Image Classification (I8)
81% 530
56.8 IPS
 
Image Segmentation (F32)
100% 493
3.05 IPS
 
Image Segmentation (F16)
100% 485
2.99 IPS
 
Image Segmentation (I8)
89% 886
5.47 IPS
 
Pose Estimation (F32)
100% 148
0.60 IPS
 
Pose Estimation (F16)
100% 145
0.59 IPS
 
Pose Estimation (I8)
80% 165
0.67 IPS
 
Object Detection (F32)
100% 404
14.2 IPS
 
Object Detection (F16)
100% 399
14.0 IPS
 
Object Detection (I8)
52% 622
21.8 IPS
 
Face Detection (F32)
100% 532
6.11 IPS
 
Face Detection (F16)
100% 497
5.71 IPS
 
Face Detection (I8)
75% 553
6.36 IPS
 
Text Classification (F32)
100% 488
193.1 IPS
 
Text Classification (F16)
100% 492
194.6 IPS
 
Machine Translation (F32)
100% 540
83.3 IPS
 
Machine Translation (F16)
100% 575
88.6 IPS
 

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