Geekbench ML Score

1292
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 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 Core ML

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 3150
337.5 IPS
 
Image Classification (F16)
100% 3111
333.3 IPS
 
Image Classification (I8)
81% 402
43.1 IPS
 
Image Segmentation (F32)
100% 1341
8.28 IPS
 
Image Segmentation (F16)
100% 1338
8.26 IPS
 
Image Segmentation (I8)
89% 746
4.61 IPS
 
Pose Estimation (F32)
100% 7295
29.5 IPS
 
Pose Estimation (F16)
100% 7322
29.6 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
94% 3806
133.6 IPS
 
Object Detection (F16)
94% 3739
131.2 IPS
 
Object Detection (I8)
52% 566
19.9 IPS
 
Face Detection (F32)
67% 3356
38.6 IPS
 
Face Detection (F16)
67% 3344
38.4 IPS
 
Face Detection (I8)
75% 551
6.33 IPS
 
Text Classification (F32)
100% 259
102.4 IPS
 
Text Classification (F16)
100% 259
102.4 IPS
 
Machine Translation (F32)
100% 994
153.2 IPS
 
Machine Translation (F16)
100% 994
153.2 IPS
 

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