Geekbench ML Score

395
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 09:51 AM
Views 1

System Information

System Information
Operating System iOS 14.7.1
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% 278
29.8 IPS
 
Image Classification (F16)
100% 265
28.4 IPS
 
Image Classification (I8)
81% 519
55.6 IPS
 
Image Segmentation (F32)
100% 438
2.71 IPS
 
Image Segmentation (F16)
100% 459
2.84 IPS
 
Image Segmentation (I8)
89% 878
5.42 IPS
 
Pose Estimation (F32)
100% 143
0.58 IPS
 
Pose Estimation (F16)
100% 145
0.59 IPS
 
Pose Estimation (I8)
80% 170
0.69 IPS
 
Object Detection (F32)
100% 431
15.1 IPS
 
Object Detection (F16)
100% 410
14.4 IPS
 
Object Detection (I8)
52% 608
21.3 IPS
 
Face Detection (F32)
100% 533
6.12 IPS
 
Face Detection (F16)
100% 496
5.70 IPS
 
Face Detection (I8)
75% 544
6.24 IPS
 
Text Classification (F32)
100% 501
198.0 IPS
 
Text Classification (F16)
100% 535
211.8 IPS
 
Machine Translation (F32)
100% 476
73.3 IPS
 
Machine Translation (F16)
100% 482
74.3 IPS
 

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