Geekbench ML Score

874
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date October 22 2021 09:12 PM
Views 1

System Information

System Information
Operating System iOS 15.0.2
Model iPhone 12
Model IDiPhone13,2
Motherboard D53gAP
CPU Information
Name Apple A14 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.99 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache4.00 MB x 1
Memory Information
Size 3.62 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 640
68.6 IPS
 
Image Classification (F16)
100% 605
64.9 IPS
 
Image Classification (I8)
81% 410
44.0 IPS
 
Image Segmentation (F32)
100% 957
5.91 IPS
 
Image Segmentation (F16)
100% 927
5.73 IPS
 
Image Segmentation (I8)
89% 1371
8.47 IPS
 
Pose Estimation (F32)
100% 358
1.45 IPS
 
Pose Estimation (F16)
100% 349
1.41 IPS
 
Pose Estimation (I8)
80% 433
1.75 IPS
 
Object Detection (F32)
100% 874
30.7 IPS
 
Object Detection (F16)
100% 872
30.6 IPS
 
Object Detection (I8)
52% 707
24.8 IPS
 
Face Detection (F32)
100% 1070
12.3 IPS
 
Face Detection (F16)
100% 1046
12.0 IPS
 
Face Detection (I8)
75% 809
9.29 IPS
 
Text Classification (F32)
100% 2269
897.4 IPS
 
Text Classification (F16)
100% 2397
948.1 IPS
 
Machine Translation (F32)
100% 1684
259.5 IPS
 
Machine Translation (F16)
100% 1683
259.4 IPS
 

Compare

Set Baseline

Share

Geekbench ML now available for download