Geekbench ML Score

314
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date January 07 2024 01:44 PM
Views 1

System Information

System Information
Operating System iOS 14.8.1
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 176
18.8 IPS
 
Image Classification (F16)
100% 173
18.5 IPS
 
Image Classification (I8)
81% 331
35.5 IPS
 
Image Segmentation (F32)
100% 324
2.00 IPS
 
Image Segmentation (F16)
100% 327
2.02 IPS
 
Image Segmentation (I8)
89% 575
3.55 IPS
 
Pose Estimation (F32)
100% 94
0.38 IPS
 
Pose Estimation (F16)
100% 94
0.38 IPS
 
Pose Estimation (I8)
80% 139
0.56 IPS
 
Object Detection (F32)
100% 294
10.3 IPS
 
Object Detection (F16)
100% 294
10.3 IPS
 
Object Detection (I8)
52% 481
16.9 IPS
 
Face Detection (F32)
100% 372
4.27 IPS
 
Face Detection (F16)
100% 362
4.16 IPS
 
Face Detection (I8)
75% 457
5.25 IPS
 
Text Classification (F32)
100% 579
228.8 IPS
 
Text Classification (F16)
100% 568
224.7 IPS
 
Machine Translation (F32)
100% 678
104.5 IPS
 
Machine Translation (F16)
100% 667
102.8 IPS
 

Compare

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