Geekbench ML Score

1117
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

User Gothic_Day
Upload Date June 24 2021 12:39 AM
Views 3

System Information

System Information
Operating System iOS 15.0
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% 1113
119.3 IPS
 
Image Classification (F16)
100% 1146
122.8 IPS
 
Image Classification (I8)
81% 400
42.9 IPS
 
Image Segmentation (F32)
100% 2691
16.6 IPS
 
Image Segmentation (F16)
100% 3702
22.9 IPS
 
Image Segmentation (I8)
89% 743
4.59 IPS
 
Pose Estimation (F32)
100% 1205
4.88 IPS
 
Pose Estimation (F16)
100% 3300
13.4 IPS
 
Pose Estimation (I8)
80% 114
0.46 IPS
 
Object Detection (F32)
100% 1330
46.7 IPS
 
Object Detection (F16)
99% 1493
52.4 IPS
 
Object Detection (I8)
52% 555
19.5 IPS
 
Face Detection (F32)
100% 3189
36.6 IPS
 
Face Detection (F16)
97% 5025
57.7 IPS
 
Face Detection (I8)
75% 506
5.82 IPS
 
Text Classification (F32)
100% 674
266.5 IPS
 
Text Classification (F16)
98% 815
322.5 IPS
 
Machine Translation (F32)
100% 991
152.8 IPS
 
Machine Translation (F16)
100% 990
152.5 IPS
 

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