Geekbench ML Score

231
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 20 2024 08:31 AM
Views 3

System Information

System Information
Operating System iOS 15.2
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% 131
14.0 IPS
 
Image Classification (F16)
100% 137
14.7 IPS
 
Image Classification (I8)
81% 260
27.9 IPS
 
Image Segmentation (F32)
100% 260
1.61 IPS
 
Image Segmentation (F16)
100% 260
1.61 IPS
 
Image Segmentation (I8)
89% 473
2.92 IPS
 
Pose Estimation (F32)
100% 82
0.33 IPS
 
Pose Estimation (F16)
100% 81
0.33 IPS
 
Pose Estimation (I8)
80% 106
0.43 IPS
 
Object Detection (F32)
100% 237
8.33 IPS
 
Object Detection (F16)
100% 250
8.76 IPS
 
Object Detection (I8)
52% 364
12.8 IPS
 
Face Detection (F32)
100% 325
3.74 IPS
 
Face Detection (F16)
100% 327
3.76 IPS
 
Face Detection (I8)
75% 350
4.02 IPS
 
Text Classification (F32)
100% 318
125.6 IPS
 
Text Classification (F16)
100% 317
125.5 IPS
 
Machine Translation (F32)
100% 325
50.1 IPS
 
Machine Translation (F16)
100% 316
48.7 IPS
 

Compare

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