Geekbench ML Score

1071
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date July 16 2022 03:30 PM
Views 1

System Information

System Information
Operating System iOS 16.0
Model iPad (8th generation)
Model IDiPad11,6
Motherboard J171aAP
CPU Information
Name Apple A12 Bionic
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 2.49 GHz
L1 Instruction Cache48.0 KB x 1
L1 Data Cache32.0 KB x 1
L2 Cache2.00 MB x 1
Memory Information
Size 2.88 GB
Inference Information
Framework TensorFlow Lite
Backend GPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 663
71.0 IPS
 
Image Classification (F16)
100% 1049
112.4 IPS
 
Image Classification (I8)
81% 401
42.9 IPS
 
Image Segmentation (F32)
100% 3082
19.0 IPS
 
Image Segmentation (F16)
100% 4598
28.4 IPS
 
Image Segmentation (I8)
89% 730
4.51 IPS
 
Pose Estimation (F32)
100% 1205
4.88 IPS
 
Pose Estimation (F16)
100% 3447
13.9 IPS
 
Pose Estimation (I8)
80% 138
0.56 IPS
 
Object Detection (F32)
100% 1461
51.3 IPS
 
Object Detection (F16)
99% 1510
53.0 IPS
 
Object Detection (I8)
52% 565
19.8 IPS
 
Face Detection (F32)
100% 3189
36.6 IPS
 
Face Detection (F16)
97% 5284
60.7 IPS
 
Face Detection (I8)
75% 539
6.19 IPS
 
Text Classification (F32)
100% 674
266.7 IPS
 
Text Classification (F16)
98% 808
319.4 IPS
 
Machine Translation (F32)
100% 777
119.7 IPS
 
Machine Translation (F16)
100% 473
72.9 IPS
 

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