Geekbench ML Score

418
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date December 08 2022 11:01 PM
Views 1

System Information

System Information
Operating System iOS 16.1.1
Model iPad (7th generation)
Model IDiPad7,11
Motherboard J171AP
CPU Information
Name Apple A10 Fusion
Topology 1 Processor, 2 Cores
Identifier ARM
Base Frequency 2.32 GHz
L1 Instruction Cache64.0 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache3.00 MB x 1
Memory Information
Size 2.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 277
29.7 IPS
 
Image Classification (F16)
100% 276
29.5 IPS
 
Image Classification (I8)
81% 525
56.3 IPS
 
Image Segmentation (F32)
100% 502
3.10 IPS
 
Image Segmentation (F16)
100% 488
3.02 IPS
 
Image Segmentation (I8)
89% 907
5.60 IPS
 
Pose Estimation (F32)
100% 159
0.64 IPS
 
Pose Estimation (F16)
100% 148
0.60 IPS
 
Pose Estimation (I8)
80% 178
0.72 IPS
 
Object Detection (F32)
100% 418
14.7 IPS
 
Object Detection (F16)
100% 432
15.2 IPS
 
Object Detection (I8)
52% 668
23.4 IPS
 
Face Detection (F32)
100% 553
6.35 IPS
 
Face Detection (F16)
100% 535
6.14 IPS
 
Face Detection (I8)
75% 587
6.74 IPS
 
Text Classification (F32)
100% 499
197.4 IPS
 
Text Classification (F16)
100% 512
202.4 IPS
 
Machine Translation (F32)
100% 561
86.5 IPS
 
Machine Translation (F16)
100% 591
91.0 IPS
 

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