Geekbench ML Score

148
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date July 22 2021 09:22 AM
Views 1

System Information

System Information
Operating System iOS 14.7
Model iPad mini 4
Model IDiPad5,1
Motherboard J96AP
CPU Information
Name Apple A8
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 1.50 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache1.00 MB x 1
Memory Information
Size 1.94 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 127
13.7 IPS
 
Image Classification (F16)
100% 116
12.4 IPS
 
Image Classification (I8)
81% 222
23.8 IPS
 
Image Segmentation (F32)
100% 203
1.25 IPS
 
Image Segmentation (F16)
100% 196
1.21 IPS
 
Image Segmentation (I8)
89% 340
2.10 IPS
 
Pose Estimation (F32)
100% 53
0.21 IPS
 
Pose Estimation (F16)
100% 48
0.19 IPS
 
Pose Estimation (I8)
80% 59
0.24 IPS
 
Object Detection (F32)
100% 145
5.09 IPS
 
Object Detection (F16)
100% 147
5.16 IPS
 
Object Detection (I8)
52% 235
8.26 IPS
 
Face Detection (F32)
100% 189
2.17 IPS
 
Face Detection (F16)
100% 184
2.11 IPS
 
Face Detection (I8)
75% 218
2.50 IPS
 
Text Classification (F32)
100% 178
70.3 IPS
 
Text Classification (F16)
100% 180
71.1 IPS
 
Machine Translation (F32)
100% 146
22.6 IPS
 
Machine Translation (F16)
100% 146
22.5 IPS
 

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