Geekbench ML Score

405
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date May 15 2022 10:14 AM
Views 1

System Information

System Information
Operating System iOS 15.5
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 273
29.2 IPS
 
Image Classification (F16)
100% 268
28.7 IPS
 
Image Classification (I8)
81% 493
52.9 IPS
 
Image Segmentation (F32)
100% 500
3.09 IPS
 
Image Segmentation (F16)
100% 471
2.91 IPS
 
Image Segmentation (I8)
89% 905
5.59 IPS
 
Pose Estimation (F32)
100% 148
0.60 IPS
 
Pose Estimation (F16)
100% 145
0.59 IPS
 
Pose Estimation (I8)
80% 158
0.64 IPS
 
Object Detection (F32)
100% 418
14.7 IPS
 
Object Detection (F16)
100% 425
14.9 IPS
 
Object Detection (I8)
52% 637
22.3 IPS
 
Face Detection (F32)
100% 529
6.07 IPS
 
Face Detection (F16)
100% 528
6.07 IPS
 
Face Detection (I8)
75% 602
6.91 IPS
 
Text Classification (F32)
100% 468
185.3 IPS
 
Text Classification (F16)
100% 483
191.2 IPS
 
Machine Translation (F32)
100% 525
80.9 IPS
 
Machine Translation (F16)
100% 602
92.7 IPS
 

Compare

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