Geekbench ML Score

235
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 26 2022 10:28 AM
Views 1

System Information

System Information
Operating System iOS 15.7
Model iPhone 7
Model IDiPhone9,3
Motherboard D101AP
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% 139
14.9 IPS
 
Image Classification (F16)
100% 134
14.4 IPS
 
Image Classification (I8)
81% 266
28.5 IPS
 
Image Segmentation (F32)
100% 264
1.63 IPS
 
Image Segmentation (F16)
100% 263
1.63 IPS
 
Image Segmentation (I8)
89% 471
2.91 IPS
 
Pose Estimation (F32)
100% 83
0.34 IPS
 
Pose Estimation (F16)
100% 83
0.34 IPS
 
Pose Estimation (I8)
80% 109
0.44 IPS
 
Object Detection (F32)
100% 253
8.88 IPS
 
Object Detection (F16)
100% 242
8.48 IPS
 
Object Detection (I8)
52% 374
13.1 IPS
 
Face Detection (F32)
100% 332
3.82 IPS
 
Face Detection (F16)
100% 331
3.81 IPS
 
Face Detection (I8)
75% 357
4.10 IPS
 
Text Classification (F32)
100% 322
127.2 IPS
 
Text Classification (F16)
100% 321
127.1 IPS
 
Machine Translation (F32)
100% 326
50.2 IPS
 
Machine Translation (F16)
100% 318
49.0 IPS
 

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