Geekbench ML Score

1167
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 23 2022 06:34 AM
Views 1

System Information

System Information
Operating System iOS 16.0
Model iPhone XS Max
Model IDiPhone11,6
Motherboard D331pAP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 3.67 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1124
120.4 IPS
 
Image Classification (F16)
100% 1183
126.8 IPS
 
Image Classification (I8)
81% 402
43.1 IPS
 
Image Segmentation (F32)
100% 3026
18.7 IPS
 
Image Segmentation (F16)
100% 4559
28.2 IPS
 
Image Segmentation (I8)
89% 746
4.61 IPS
 
Pose Estimation (F32)
100% 1185
4.79 IPS
 
Pose Estimation (F16)
100% 3402
13.8 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
100% 1410
49.5 IPS
 
Object Detection (F16)
99% 1497
52.6 IPS
 
Object Detection (I8)
52% 568
19.9 IPS
 
Face Detection (F32)
100% 3160
36.3 IPS
 
Face Detection (F16)
97% 5264
60.5 IPS
 
Face Detection (I8)
75% 552
6.34 IPS
 
Text Classification (F32)
100% 679
268.6 IPS
 
Text Classification (F16)
98% 824
325.8 IPS
 
Machine Translation (F32)
100% 993
153.0 IPS
 
Machine Translation (F16)
100% 989
152.5 IPS
 

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