Geekbench ML Score

432
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 09:48 AM
Views 1

System Information

System Information
Operating System iOS 14.8
Model iPhone 7
Model IDiPhone9,3
Motherboard D101AP
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 1.95 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 279
29.9 IPS
 
Image Classification (F16)
100% 283
30.3 IPS
 
Image Classification (I8)
81% 559
59.9 IPS
 
Image Segmentation (F32)
100% 492
3.04 IPS
 
Image Segmentation (F16)
100% 534
3.30 IPS
 
Image Segmentation (I8)
89% 845
5.22 IPS
 
Pose Estimation (F32)
100% 162
0.66 IPS
 
Pose Estimation (F16)
100% 149
0.60 IPS
 
Pose Estimation (I8)
80% 204
0.83 IPS
 
Object Detection (F32)
100% 424
14.9 IPS
 
Object Detection (F16)
100% 452
15.9 IPS
 
Object Detection (I8)
52% 674
23.7 IPS
 
Face Detection (F32)
100% 585
6.72 IPS
 
Face Detection (F16)
100% 546
6.28 IPS
 
Face Detection (I8)
75% 593
6.82 IPS
 
Text Classification (F32)
100% 519
205.4 IPS
 
Text Classification (F16)
100% 518
205.0 IPS
 
Machine Translation (F32)
100% 571
88.0 IPS
 
Machine Translation (F16)
100% 672
103.5 IPS
 

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