Geekbench ML Score

373
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 08 2024 02:28 AM
Views 1

System Information

System Information
Operating System iOS 15.8.3
Model iPhone 7
Model IDiPhone9,1
Motherboard D10AP
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 Core ML
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 210
22.5 IPS
 
Image Classification (F16)
100% 222
23.8 IPS
 
Image Classification (I8)
81% 316
33.9 IPS
 
Image Segmentation (F32)
100% 606
3.74 IPS
 
Image Segmentation (F16)
100% 607
3.75 IPS
 
Image Segmentation (I8)
89% 581
3.59 IPS
 
Pose Estimation (F32)
100% 439
1.78 IPS
 
Pose Estimation (F16)
100% 438
1.77 IPS
 
Pose Estimation (I8)
80% 119
0.48 IPS
 
Object Detection (F32)
100% 399
14.0 IPS
 
Object Detection (F16)
100% 617
21.7 IPS
 
Object Detection (I8)
52% 452
15.9 IPS
 
Face Detection (F32)
100% 702
8.07 IPS
 
Face Detection (F16)
100% 790
9.07 IPS
 
Face Detection (I8)
75% 376
4.32 IPS
 
Text Classification (F32)
98% 120
47.5 IPS
 
Text Classification (F16)
98% 89
35.1 IPS
 
Machine Translation (F32)
100% 643
99.2 IPS
 
Machine Translation (F16)
100% 663
102.2 IPS
 

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