Geekbench ML Score

150
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date January 25 2023 10:50 AM
Views 1

System Information

System Information
Operating System iOS 15.7.2
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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 93
9.93 IPS
 
Image Classification (F16)
100% 76
8.13 IPS
 
Image Classification (I8)
81% 113
12.1 IPS
 
Image Segmentation (F32)
100% 182
1.12 IPS
 
Image Segmentation (F16)
100% 172
1.06 IPS
 
Image Segmentation (I8)
89% 202
1.25 IPS
 
Pose Estimation (F32)
100% 42
0.17 IPS
 
Pose Estimation (F16)
100% 40
0.16 IPS
 
Pose Estimation (I8)
80% 60
0.24 IPS
 
Object Detection (F32)
100% 164
5.76 IPS
 
Object Detection (F16)
100% 219
7.68 IPS
 
Object Detection (I8)
52% 390
13.7 IPS
 
Face Detection (F32)
100% 227
2.61 IPS
 
Face Detection (F16)
100% 178
2.05 IPS
 
Face Detection (I8)
75% 177
2.04 IPS
 
Text Classification (F32)
100% 194
76.9 IPS
 
Text Classification (F16)
100% 190
75.2 IPS
 
Machine Translation (F32)
100% 349
53.7 IPS
 
Machine Translation (F16)
100% 365
56.2 IPS
 

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