Geekbench ML Score

307
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 26 2024 11:08 PM
Views 3

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% 279
29.9 IPS
 
Image Classification (F16)
100% 259
27.8 IPS
 
Image Classification (I8)
81% 475
50.9 IPS
 
Image Segmentation (F32)
100% 488
3.01 IPS
 
Image Segmentation (F16)
100% 450
2.78 IPS
 
Image Segmentation (I8)
89% 788
4.87 IPS
 
Pose Estimation (F32)
100% 125
0.51 IPS
 
Pose Estimation (F16)
100% 109
0.44 IPS
 
Pose Estimation (I8)
80% 122
0.50 IPS
 
Object Detection (F32)
100% 263
9.23 IPS
 
Object Detection (F16)
100% 246
8.64 IPS
 
Object Detection (I8)
52% 406
14.3 IPS
 
Face Detection (F32)
100% 357
4.10 IPS
 
Face Detection (F16)
100% 360
4.14 IPS
 
Face Detection (I8)
75% 374
4.29 IPS
 
Text Classification (F32)
100% 356
140.8 IPS
 
Text Classification (F16)
100% 348
137.6 IPS
 
Machine Translation (F32)
100% 328
50.6 IPS
 
Machine Translation (F16)
100% 362
55.8 IPS
 

Compare

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