Geekbench ML Score

1141
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 06:44 AM
Views 1

System Information

System Information
Operating System iOS 14.7.1
Model iPhone XS
Model IDiPhone11,2
Motherboard D321AP
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 3.70 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 816
87.5 IPS
 
Image Classification (F16)
100% 1072
114.9 IPS
 
Image Classification (I8)
81% 401
42.9 IPS
 
Image Segmentation (F32)
100% 3084
19.0 IPS
 
Image Segmentation (F16)
100% 4676
28.9 IPS
 
Image Segmentation (I8)
89% 746
4.61 IPS
 
Pose Estimation (F32)
100% 1209
4.89 IPS
 
Pose Estimation (F16)
100% 3449
14.0 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
100% 1417
49.7 IPS
 
Object Detection (F16)
99% 1502
52.7 IPS
 
Object Detection (I8)
52% 566
19.9 IPS
 
Face Detection (F32)
100% 3207
36.8 IPS
 
Face Detection (F16)
97% 5153
59.2 IPS
 
Face Detection (I8)
75% 550
6.32 IPS
 
Text Classification (F32)
100% 652
257.7 IPS
 
Text Classification (F16)
98% 784
310.2 IPS
 
Machine Translation (F32)
100% 995
153.4 IPS
 
Machine Translation (F16)
100% 993
153.0 IPS
 

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