Geekbench ML Score

1363
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 07:06 AM
Views 1

System Information

System Information
Operating System iOS 15.0.2
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 Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 3.69 GB
Inference Information
Framework TensorFlow Lite
Backend Core ML

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 3730
399.7 IPS
 
Image Classification (F16)
100% 3686
395.0 IPS
 
Image Classification (I8)
81% 401
43.0 IPS
 
Image Segmentation (F32)
100% 1376
8.50 IPS
 
Image Segmentation (F16)
100% 1376
8.50 IPS
 
Image Segmentation (I8)
89% 746
4.61 IPS
 
Pose Estimation (F32)
100% 7186
29.1 IPS
 
Pose Estimation (F16)
100% 7132
28.9 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
94% 3999
140.3 IPS
 
Object Detection (F16)
94% 3906
137.1 IPS
 
Object Detection (I8)
52% 567
19.9 IPS
 
Face Detection (F32)
67% 3676
42.2 IPS
 
Face Detection (F16)
67% 3657
42.0 IPS
 
Face Detection (I8)
75% 551
6.33 IPS
 
Text Classification (F32)
100% 310
122.6 IPS
 
Text Classification (F16)
100% 320
126.4 IPS
 
Machine Translation (F32)
100% 992
152.8 IPS
 
Machine Translation (F16)
100% 994
153.2 IPS
 

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