Geekbench ML Score

141
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 07 2024 01:49 PM
Views 1

System Information

System Information
Operating System iOS 15.6
Model iPhone X
Model IDiPhone10,6
Motherboard D221AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 83
8.84 IPS
 
Image Classification (F16)
100% 106
11.3 IPS
 
Image Classification (I8)
81% 102
11.0 IPS
 
Image Segmentation (F32)
100% 157
0.97 IPS
 
Image Segmentation (F16)
100% 159
0.98 IPS
 
Image Segmentation (I8)
89% 279
1.72 IPS
 
Pose Estimation (F32)
100% 51
0.21 IPS
 
Pose Estimation (F16)
100% 52
0.21 IPS
 
Pose Estimation (I8)
80% 69
0.28 IPS
 
Object Detection (F32)
100% 176
6.17 IPS
 
Object Detection (F16)
100% 183
6.42 IPS
 
Object Detection (I8)
52% 186
6.53 IPS
 
Face Detection (F32)
100% 223
2.56 IPS
 
Face Detection (F16)
100% 203
2.33 IPS
 
Face Detection (I8)
75% 194
2.22 IPS
 
Text Classification (F32)
100% 132
52.3 IPS
 
Text Classification (F16)
100% 159
63.0 IPS
 
Machine Translation (F32)
100% 249
38.3 IPS
 
Machine Translation (F16)
100% 246
37.9 IPS
 

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