Geekbench ML Score

886
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.1 for iOS AArch64

Result Information

Upload Date June 11 2021 04:04 AM
Views 1

System Information

System Information
Operating System iOS 14.6
Model iPad Air (4th generation)
Model IDiPad13,1
Motherboard J307AP
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 3.78 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 626
67.1 IPS
 
Image Classification (F16)
100% 612
65.6 IPS
 
Image Classification (I8)
81% 432
46.2 IPS
 
Image Segmentation (F32)
100% 945
5.84 IPS
 
Image Segmentation (F16)
100% 931
5.75 IPS
 
Image Segmentation (I8)
89% 1407
8.69 IPS
 
Pose Estimation (F32)
100% 358
1.45 IPS
 
Pose Estimation (F16)
100% 355
1.44 IPS
 
Pose Estimation (I8)
80% 437
1.77 IPS
 
Object Detection (F32)
100% 893
31.3 IPS
 
Object Detection (F16)
100% 884
31.0 IPS
 
Object Detection (I8)
52% 777
27.3 IPS
 
Face Detection (F32)
100% 1077
12.4 IPS
 
Face Detection (F16)
100% 1061
12.2 IPS
 
Face Detection (I8)
75% 815
9.36 IPS
 
Text Classification (F32)
100% 2338
924.6 IPS
 
Text Classification (F16)
100% 2343
926.7 IPS
 
Machine Translation (F32)
100% 1682
259.2 IPS
 
Machine Translation (F16)
100% 1683
259.3 IPS
 

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