Geekbench ML Score

276
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date July 22 2021 09:31 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 GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 305
32.7 IPS
 
Image Classification (F16)
100% 431
46.2 IPS
 
Image Classification (I8)
81% 143
15.3 IPS
 
Image Segmentation (F32)
100% 494
3.05 IPS
 
Image Segmentation (F16)
100% 653
4.04 IPS
 
Image Segmentation (I8)
89% 245
1.51 IPS
 
Pose Estimation (F32)
100% 179
0.73 IPS
 
Pose Estimation (F16)
100% 303
1.22 IPS
 
Pose Estimation (I8)
80% 47
0.19 IPS
 
Object Detection (F32)
100% 397
13.9 IPS
 
Object Detection (F16)
100% 548
19.2 IPS
 
Object Detection (I8)
52% 193
6.77 IPS
 
Face Detection (F32)
100% 500
5.74 IPS
 
Face Detection (F16)
97% 765
8.79 IPS
 
Face Detection (I8)
75% 180
2.06 IPS
 
Text Classification (F32)
100% 239
94.6 IPS
 
Text Classification (F16)
98% 303
120.0 IPS
 
Machine Translation (F32)
100% 176
27.2 IPS
 
Machine Translation (F16)
100% 177
27.2 IPS
 

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