Geekbench ML Score

986
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date July 22 2021 09:50 AM
Views 1

System Information

System Information
Operating System iOS 14.6
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% 807
86.5 IPS
 
Image Classification (F16)
100% 1058
113.3 IPS
 
Image Classification (I8)
81% 200
21.5 IPS
 
Image Segmentation (F32)
100% 2720
16.8 IPS
 
Image Segmentation (F16)
100% 4139
25.6 IPS
 
Image Segmentation (I8)
89% 352
2.17 IPS
 
Pose Estimation (F32)
100% 903
3.65 IPS
 
Pose Estimation (F16)
100% 2977
12.0 IPS
 
Pose Estimation (I8)
80% 104
0.42 IPS
 
Object Detection (F32)
100% 1461
51.3 IPS
 
Object Detection (F16)
99% 1484
52.1 IPS
 
Object Detection (I8)
52% 549
19.3 IPS
 
Face Detection (F32)
100% 3050
35.0 IPS
 
Face Detection (F16)
97% 5050
58.0 IPS
 
Face Detection (I8)
75% 427
4.90 IPS
 
Text Classification (F32)
100% 684
270.7 IPS
 
Text Classification (F16)
98% 829
327.7 IPS
 
Machine Translation (F32)
100% 954
147.1 IPS
 
Machine Translation (F16)
100% 959
147.8 IPS
 

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