Geekbench ML Score

1905
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date November 25 2021 05:09 PM
Views 1

System Information

System Information
Operating System iOS 15.1
Model iPad Pro (11-inch)
Model IDiPad8,3
Motherboard J318AP
CPU Information
Name Apple A12X Bionic
Topology 1 Processor, 8 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 3.69 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 2610
279.7 IPS
 
Image Classification (F16)
100% 4826
517.1 IPS
 
Image Classification (I8)
81% 406
43.5 IPS
 
Image Segmentation (F32)
100% 5450
33.7 IPS
 
Image Segmentation (F16)
100% 9157
56.6 IPS
 
Image Segmentation (I8)
89% 753
4.65 IPS
 
Pose Estimation (F32)
100% 1867
7.55 IPS
 
Pose Estimation (F16)
100% 5804
23.5 IPS
 
Pose Estimation (I8)
80% 143
0.58 IPS
 
Object Detection (F32)
100% 2812
98.7 IPS
 
Object Detection (F16)
99% 3265
114.6 IPS
 
Object Detection (I8)
52% 574
20.1 IPS
 
Face Detection (F32)
100% 5128
58.9 IPS
 
Face Detection (F16)
97% 9790
112.5 IPS
 
Face Detection (I8)
75% 556
6.39 IPS
 
Text Classification (F32)
100% 2208
873.2 IPS
 
Text Classification (F16)
98% 2155
852.4 IPS
 
Machine Translation (F32)
100% 998
153.7 IPS
 
Machine Translation (F16)
100% 1008
155.4 IPS
 

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