Geekbench ML Score

1097
TensorFlow Lite Core ML Inference Score
Geekbench ML 0.5.0 for iOS AArch64

Result Information

Upload Date May 11 2021 12:21 PM
Views 3

System Information

System Information
Operating System iOS 14.6
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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 3070
328.9 IPS
 
Image Classification (F16)
100% 2927
313.6 IPS
 
Image Classification (I8)
81% 405
43.4 IPS
 
Image Segmentation (F32)
100% 1342
8.29 IPS
 
Image Segmentation (F16)
100% 1365
8.43 IPS
 
Image Segmentation (I8)
89% 750
4.63 IPS
 
Pose Estimation (F32)
100% 8205
33.2 IPS
 
Pose Estimation (F16)
100% 7284
29.5 IPS
 
Pose Estimation (I8)
80% 141
0.57 IPS
 
Object Detection (F32)
94% 1179
41.4 IPS
 
Object Detection (F16)
94% 790
27.7 IPS
 
Object Detection (I8)
52% 456
16.0 IPS
 
Face Detection (F32)
67% 3363
38.6 IPS
 
Face Detection (F16)
67% 3278
37.7 IPS
 
Face Detection (I8)
75% 503
5.78 IPS
 
Text Classification (F32)
100% 264
104.4 IPS
 
Text Classification (F16)
100% 227
89.8 IPS
 
Machine Translation (F32)
100% 990
152.5 IPS
 
Machine Translation (F16)
100% 991
152.7 IPS
 

Compare

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