Geekbench ML Score

1068
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 14 2021 07:13 AM
Views 1

System Information

System Information
Operating System iOS 15.0.1
Model iPad Pro (10.5-inch)
Model IDiPad7,4
Motherboard J208AP
CPU Information
Name Apple A10X Fusion
Topology 1 Processor, 3 Cores
Identifier ARM
Base Frequency 2.34 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 3.91 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1117
119.6 IPS
 
Image Classification (F16)
100% 1977
211.8 IPS
 
Image Classification (I8)
81% 335
35.9 IPS
 
Image Segmentation (F32)
100% 2936
18.1 IPS
 
Image Segmentation (F16)
100% 5057
31.2 IPS
 
Image Segmentation (I8)
89% 611
3.77 IPS
 
Pose Estimation (F32)
100% 844
3.41 IPS
 
Pose Estimation (F16)
100% 2272
9.19 IPS
 
Pose Estimation (I8)
80% 132
0.53 IPS
 
Object Detection (F32)
100% 1460
51.2 IPS
 
Object Detection (F16)
100% 2270
79.7 IPS
 
Object Detection (I8)
52% 478
16.8 IPS
 
Face Detection (F32)
100% 2580
29.6 IPS
 
Face Detection (F16)
97% 4661
53.6 IPS
 
Face Detection (I8)
75% 442
5.08 IPS
 
Text Classification (F32)
100% 597
236.2 IPS
 
Text Classification (F16)
98% 735
290.5 IPS
 
Machine Translation (F32)
100% 750
115.6 IPS
 
Machine Translation (F16)
100% 748
115.4 IPS
 

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