Geekbench ML Score

302
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date August 06 2022 04:08 AM
Views 1

System Information

System Information
Operating System iOS 15.5
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% 164
17.6 IPS
 
Image Classification (F16)
100% 134
14.4 IPS
 
Image Classification (I8)
81% 338
36.3 IPS
 
Image Segmentation (F32)
100% 412
2.55 IPS
 
Image Segmentation (F16)
100% 414
2.55 IPS
 
Image Segmentation (I8)
89% 780
4.82 IPS
 
Pose Estimation (F32)
100% 134
0.54 IPS
 
Pose Estimation (F16)
100% 125
0.50 IPS
 
Pose Estimation (I8)
80% 148
0.60 IPS
 
Object Detection (F32)
100% 285
9.99 IPS
 
Object Detection (F16)
100% 270
9.47 IPS
 
Object Detection (I8)
52% 396
13.9 IPS
 
Face Detection (F32)
100% 373
4.29 IPS
 
Face Detection (F16)
100% 424
4.87 IPS
 
Face Detection (I8)
75% 462
5.30 IPS
 
Text Classification (F32)
100% 400
158.3 IPS
 
Text Classification (F16)
100% 399
158.0 IPS
 
Machine Translation (F32)
100% 404
62.3 IPS
 
Machine Translation (F16)
100% 396
61.0 IPS
 

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