Geekbench ML Score

1135
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 06:49 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% 847
90.7 IPS
 
Image Classification (F16)
100% 1069
114.6 IPS
 
Image Classification (I8)
81% 401
43.0 IPS
 
Image Segmentation (F32)
100% 3094
19.1 IPS
 
Image Segmentation (F16)
100% 4432
27.4 IPS
 
Image Segmentation (I8)
89% 746
4.61 IPS
 
Pose Estimation (F32)
100% 1209
4.89 IPS
 
Pose Estimation (F16)
100% 3436
13.9 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
100% 1337
46.9 IPS
 
Object Detection (F16)
99% 1496
52.5 IPS
 
Object Detection (I8)
52% 565
19.8 IPS
 
Face Detection (F32)
100% 3203
36.8 IPS
 
Face Detection (F16)
97% 5089
58.5 IPS
 
Face Detection (I8)
75% 552
6.34 IPS
 
Text Classification (F32)
100% 652
257.7 IPS
 
Text Classification (F16)
98% 788
311.6 IPS
 
Machine Translation (F32)
100% 992
152.8 IPS
 
Machine Translation (F16)
100% 993
153.1 IPS
 

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