Geekbench ML Score

293
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date October 29 2024 09:49 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% 256
27.4 IPS
 
Image Classification (F16)
100% 264
28.3 IPS
 
Image Classification (I8)
81% 445
47.6 IPS
 
Image Segmentation (F32)
100% 388
2.40 IPS
 
Image Segmentation (F16)
100% 270
1.67 IPS
 
Image Segmentation (I8)
89% 476
2.94 IPS
 
Pose Estimation (F32)
100% 87
0.35 IPS
 
Pose Estimation (F16)
100% 117
0.47 IPS
 
Pose Estimation (I8)
80% 152
0.61 IPS
 
Object Detection (F32)
100% 334
11.7 IPS
 
Object Detection (F16)
100% 357
12.5 IPS
 
Object Detection (I8)
52% 525
18.4 IPS
 
Face Detection (F32)
100% 407
4.68 IPS
 
Face Detection (F16)
100% 328
3.77 IPS
 
Face Detection (I8)
75% 353
4.06 IPS
 
Text Classification (F32)
100% 318
125.7 IPS
 
Text Classification (F16)
100% 319
126.1 IPS
 
Machine Translation (F32)
100% 327
50.4 IPS
 
Machine Translation (F16)
100% 330
50.8 IPS
 

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