Geekbench ML Score

282
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 29 2024 09:28 PM
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 CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 241
25.8 IPS
 
Image Classification (F16)
100% 238
25.5 IPS
 
Image Classification (I8)
81% 440
47.2 IPS
 
Image Segmentation (F32)
100% 389
2.40 IPS
 
Image Segmentation (F16)
100% 329
2.03 IPS
 
Image Segmentation (I8)
89% 500
3.09 IPS
 
Pose Estimation (F32)
100% 107
0.43 IPS
 
Pose Estimation (F16)
100% 114
0.46 IPS
 
Pose Estimation (I8)
80% 147
0.59 IPS
 
Object Detection (F32)
100% 295
10.4 IPS
 
Object Detection (F16)
100% 278
9.77 IPS
 
Object Detection (I8)
52% 390
13.7 IPS
 
Face Detection (F32)
100% 340
3.90 IPS
 
Face Detection (F16)
100% 328
3.77 IPS
 
Face Detection (I8)
75% 353
4.05 IPS
 
Text Classification (F32)
100% 319
126.2 IPS
 
Text Classification (F16)
100% 319
126.3 IPS
 
Machine Translation (F32)
100% 327
50.4 IPS
 
Machine Translation (F16)
100% 309
47.6 IPS
 

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