Geekbench ML Score

326
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 25 2021 04:39 PM
Views 1

System Information

System Information
Operating System iOS 14.8.1
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% 277
29.7 IPS
 
Image Classification (F16)
100% 255
27.3 IPS
 
Image Classification (I8)
81% 476
51.0 IPS
 
Image Segmentation (F32)
100% 489
3.02 IPS
 
Image Segmentation (F16)
100% 478
2.95 IPS
 
Image Segmentation (I8)
89% 869
5.37 IPS
 
Pose Estimation (F32)
100% 140
0.57 IPS
 
Pose Estimation (F16)
100% 118
0.48 IPS
 
Pose Estimation (I8)
80% 117
0.47 IPS
 
Object Detection (F32)
100% 229
8.03 IPS
 
Object Detection (F16)
100% 250
8.79 IPS
 
Object Detection (I8)
52% 361
12.7 IPS
 
Face Detection (F32)
100% 403
4.63 IPS
 
Face Detection (F16)
100% 423
4.86 IPS
 
Face Detection (I8)
75% 451
5.18 IPS
 
Text Classification (F32)
100% 398
157.3 IPS
 
Text Classification (F16)
100% 399
157.9 IPS
 
Machine Translation (F32)
100% 415
63.9 IPS
 
Machine Translation (F16)
100% 420
64.8 IPS
 

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