Geekbench ML Score

1154
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date May 26 2021 08:06 PM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPad mini (5th generation)
Model IDiPad11,1
Motherboard J210AP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache128 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.85 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1000
107.1 IPS
 
Image Classification (F16)
100% 1099
117.7 IPS
 
Image Classification (I8)
81% 400
42.9 IPS
 
Image Segmentation (F32)
100% 3089
19.1 IPS
 
Image Segmentation (F16)
100% 4714
29.1 IPS
 
Image Segmentation (I8)
89% 731
4.52 IPS
 
Pose Estimation (F32)
100% 1208
4.89 IPS
 
Pose Estimation (F16)
100% 3445
13.9 IPS
 
Pose Estimation (I8)
80% 140
0.56 IPS
 
Object Detection (F32)
100% 1434
50.3 IPS
 
Object Detection (F16)
99% 1508
52.9 IPS
 
Object Detection (I8)
52% 564
19.8 IPS
 
Face Detection (F32)
100% 3214
36.9 IPS
 
Face Detection (F16)
97% 5082
58.4 IPS
 
Face Detection (I8)
75% 542
6.22 IPS
 
Text Classification (F32)
100% 666
263.5 IPS
 
Text Classification (F16)
98% 799
316.2 IPS
 
Machine Translation (F32)
100% 992
152.9 IPS
 
Machine Translation (F16)
100% 993
153.1 IPS
 

Compare

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