Geekbench ML Score

398
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 17 2021 12:18 PM
Views 1

System Information

System Information
Operating System iOS 14.7.1
Model iPhone 7 Plus
Model IDiPhone9,4
Motherboard D111AP
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% 279
29.9 IPS
 
Image Classification (F16)
100% 274
29.4 IPS
 
Image Classification (I8)
81% 482
51.7 IPS
 
Image Segmentation (F32)
100% 489
3.02 IPS
 
Image Segmentation (F16)
100% 468
2.89 IPS
 
Image Segmentation (I8)
89% 873
5.39 IPS
 
Pose Estimation (F32)
100% 141
0.57 IPS
 
Pose Estimation (F16)
100% 141
0.57 IPS
 
Pose Estimation (I8)
80% 180
0.73 IPS
 
Object Detection (F32)
100% 376
13.2 IPS
 
Object Detection (F16)
100% 414
14.5 IPS
 
Object Detection (I8)
52% 640
22.5 IPS
 
Face Detection (F32)
100% 521
5.98 IPS
 
Face Detection (F16)
100% 504
5.79 IPS
 
Face Detection (I8)
75% 556
6.38 IPS
 
Text Classification (F32)
100% 497
196.6 IPS
 
Text Classification (F16)
100% 438
173.4 IPS
 
Machine Translation (F32)
100% 521
80.3 IPS
 
Machine Translation (F16)
100% 586
90.3 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download