Geekbench ML Score

565
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 13 2021 07:01 AM
Views 1

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 CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 464
49.7 IPS
 
Image Classification (F16)
100% 459
49.1 IPS
 
Image Classification (I8)
81% 269
28.8 IPS
 
Image Segmentation (F32)
100% 762
4.71 IPS
 
Image Segmentation (F16)
100% 756
4.67 IPS
 
Image Segmentation (I8)
89% 970
5.99 IPS
 
Pose Estimation (F32)
100% 247
1.00 IPS
 
Pose Estimation (F16)
100% 191
0.77 IPS
 
Pose Estimation (I8)
80% 255
1.03 IPS
 
Object Detection (F32)
100% 672
23.6 IPS
 
Object Detection (F16)
100% 672
23.6 IPS
 
Object Detection (I8)
52% 520
18.2 IPS
 
Face Detection (F32)
100% 801
9.20 IPS
 
Face Detection (F16)
100% 794
9.12 IPS
 
Face Detection (I8)
75% 603
6.93 IPS
 
Text Classification (F32)
100% 749
296.4 IPS
 
Text Classification (F16)
100% 781
308.9 IPS
 
Machine Translation (F32)
100% 989
152.4 IPS
 
Machine Translation (F16)
100% 990
152.5 IPS
 

Compare

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