Geekbench ML Score

1103
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 17 2021 12:10 PM
Views 1

System Information

System Information
Operating System iOS 14.4.1
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
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 2.78 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 699
74.9 IPS
 
Image Classification (F16)
100% 1061
113.7 IPS
 
Image Classification (I8)
81% 400
42.8 IPS
 
Image Segmentation (F32)
100% 3055
18.9 IPS
 
Image Segmentation (F16)
100% 4532
28.0 IPS
 
Image Segmentation (I8)
89% 703
4.34 IPS
 
Pose Estimation (F32)
100% 1209
4.89 IPS
 
Pose Estimation (F16)
100% 3446
13.9 IPS
 
Pose Estimation (I8)
80% 130
0.53 IPS
 
Object Detection (F32)
100% 1400
49.1 IPS
 
Object Detection (F16)
99% 1511
53.0 IPS
 
Object Detection (I8)
52% 560
19.6 IPS
 
Face Detection (F32)
100% 3213
36.9 IPS
 
Face Detection (F16)
97% 5112
58.7 IPS
 
Face Detection (I8)
75% 507
5.82 IPS
 
Text Classification (F32)
100% 650
257.1 IPS
 
Text Classification (F16)
98% 783
309.6 IPS
 
Machine Translation (F32)
100% 911
140.5 IPS
 
Machine Translation (F16)
100% 913
140.6 IPS
 

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