Geekbench ML Score

152
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 22 2024 01:03 AM
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% 80
8.58 IPS
 
Image Classification (F16)
100% 93
9.94 IPS
 
Image Classification (I8)
81% 99
10.6 IPS
 
Image Segmentation (F32)
100% 186
1.15 IPS
 
Image Segmentation (F16)
100% 190
1.17 IPS
 
Image Segmentation (I8)
89% 314
1.94 IPS
 
Pose Estimation (F32)
100% 55
0.22 IPS
 
Pose Estimation (F16)
100% 56
0.23 IPS
 
Pose Estimation (I8)
80% 77
0.31 IPS
 
Object Detection (F32)
100% 180
6.33 IPS
 
Object Detection (F16)
100% 182
6.38 IPS
 
Object Detection (I8)
52% 175
6.16 IPS
 
Face Detection (F32)
100% 209
2.40 IPS
 
Face Detection (F16)
100% 209
2.40 IPS
 
Face Detection (I8)
75% 221
2.53 IPS
 
Text Classification (F32)
100% 173
68.3 IPS
 
Text Classification (F16)
100% 169
66.9 IPS
 
Machine Translation (F32)
100% 313
48.2 IPS
 
Machine Translation (F16)
100% 313
48.3 IPS
 

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