Geekbench ML Score

1289
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 06:56 AM
Views 1

System Information

System Information
Operating System iOS 14.8
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 Core ML

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 3029
324.6 IPS
 
Image Classification (F16)
100% 3142
336.6 IPS
 
Image Classification (I8)
81% 401
43.0 IPS
 
Image Segmentation (F32)
100% 1343
8.30 IPS
 
Image Segmentation (F16)
100% 1343
8.30 IPS
 
Image Segmentation (I8)
89% 746
4.61 IPS
 
Pose Estimation (F32)
100% 7109
28.8 IPS
 
Pose Estimation (F16)
100% 7152
28.9 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
94% 3976
139.5 IPS
 
Object Detection (F16)
94% 3803
133.5 IPS
 
Object Detection (I8)
52% 566
19.9 IPS
 
Face Detection (F32)
67% 3419
39.3 IPS
 
Face Detection (F16)
67% 3370
38.7 IPS
 
Face Detection (I8)
75% 550
6.32 IPS
 
Text Classification (F32)
100% 257
101.7 IPS
 
Text Classification (F16)
100% 247
97.6 IPS
 
Machine Translation (F32)
100% 993
153.0 IPS
 
Machine Translation (F16)
100% 994
153.3 IPS
 

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