Geekbench ML Score

418
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date September 15 2021 09:44 AM
Views 1

System Information

System Information
Operating System iOS 14.7.1
Model iPhone XR
Model IDiPhone11,8
Motherboard N841AP
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 2.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 323
34.6 IPS
 
Image Classification (F16)
100% 322
34.5 IPS
 
Image Classification (I8)
81% 274
29.3 IPS
 
Image Segmentation (F32)
100% 540
3.33 IPS
 
Image Segmentation (F16)
100% 539
3.33 IPS
 
Image Segmentation (I8)
89% 781
4.83 IPS
 
Pose Estimation (F32)
100% 146
0.59 IPS
 
Pose Estimation (F16)
100% 146
0.59 IPS
 
Pose Estimation (I8)
80% 192
0.78 IPS
 
Object Detection (F32)
100% 474
16.6 IPS
 
Object Detection (F16)
100% 470
16.5 IPS
 
Object Detection (I8)
52% 487
17.1 IPS
 
Face Detection (F32)
100% 593
6.81 IPS
 
Face Detection (F16)
100% 586
6.74 IPS
 
Face Detection (I8)
75% 525
6.03 IPS
 
Text Classification (F32)
100% 526
207.9 IPS
 
Text Classification (F16)
100% 517
204.5 IPS
 
Machine Translation (F32)
100% 667
102.8 IPS
 
Machine Translation (F16)
100% 667
102.8 IPS
 

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