Geekbench ML Score

338
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 23 2021 02:49 AM
Views 2

System Information

System Information
Operating System iOS 15.0.2
Model iPhone X
Model IDiPhone10,6
Motherboard D221AP
CPU Information
Name Apple A11 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.39 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache8.00 MB x 1
Memory Information
Size 2.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 362
38.7 IPS
 
Image Classification (F16)
100% 359
38.5 IPS
 
Image Classification (I8)
81% 369
39.5 IPS
 
Image Segmentation (F32)
100% 216
1.33 IPS
 
Image Segmentation (F16)
100% 330
2.04 IPS
 
Image Segmentation (I8)
89% 727
4.49 IPS
 
Pose Estimation (F32)
100% 153
0.62 IPS
 
Pose Estimation (F16)
100% 132
0.53 IPS
 
Pose Estimation (I8)
80% 128
0.52 IPS
 
Object Detection (F32)
100% 338
11.9 IPS
 
Object Detection (F16)
100% 375
13.1 IPS
 
Object Detection (I8)
52% 474
16.6 IPS
 
Face Detection (F32)
100% 544
6.25 IPS
 
Face Detection (F16)
100% 543
6.24 IPS
 
Face Detection (I8)
75% 562
6.45 IPS
 
Text Classification (F32)
100% 283
111.8 IPS
 
Text Classification (F16)
100% 283
112.0 IPS
 
Machine Translation (F32)
100% 478
73.7 IPS
 
Machine Translation (F16)
100% 480
74.0 IPS
 

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