Geekbench ML Score

1156
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 11 2021 03:17 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPad (8th generation)
Model IDiPad11,6
Motherboard J171aAP
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 2.88 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 987
105.7 IPS
 
Image Classification (F16)
100% 1084
116.1 IPS
 
Image Classification (I8)
81% 400
42.9 IPS
 
Image Segmentation (F32)
100% 3056
18.9 IPS
 
Image Segmentation (F16)
100% 4565
28.2 IPS
 
Image Segmentation (I8)
89% 743
4.59 IPS
 
Pose Estimation (F32)
100% 1208
4.89 IPS
 
Pose Estimation (F16)
100% 3448
14.0 IPS
 
Pose Estimation (I8)
80% 140
0.57 IPS
 
Object Detection (F32)
100% 1473
51.7 IPS
 
Object Detection (F16)
99% 1541
54.1 IPS
 
Object Detection (I8)
52% 565
19.8 IPS
 
Face Detection (F32)
100% 3217
37.0 IPS
 
Face Detection (F16)
97% 5091
58.5 IPS
 
Face Detection (I8)
75% 548
6.29 IPS
 
Text Classification (F32)
100% 667
263.9 IPS
 
Text Classification (F16)
98% 805
318.2 IPS
 
Machine Translation (F32)
100% 996
153.4 IPS
 
Machine Translation (F16)
100% 992
152.9 IPS
 

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