Geekbench ML Score

306
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 08 2022 05:47 AM
Views 1

System Information

System Information
Operating System Android 13
Model Google Pixel 6a
Model IDGoogle Pixel 6a
Motherboard bluejay
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3396 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 22 Cores @ 2.25 GHz
Cluster 32 Cores @ 2.80 GHz
Memory Information
Size 5.44 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 141
15.1 IPS
 
Image Classification (F16)
100% 107
11.4 IPS
 
Image Classification (I8)
81% 237
25.4 IPS
 
Image Segmentation (F32)
100% 351
2.17 IPS
 
Image Segmentation (F16)
100% 350
2.16 IPS
 
Image Segmentation (I8)
89% 681
4.20 IPS
 
Pose Estimation (F32)
100% 238
0.96 IPS
 
Pose Estimation (F16)
100% 229
0.93 IPS
 
Pose Estimation (I8)
80% 232
0.94 IPS
 
Object Detection (F32)
100% 173
6.06 IPS
 
Object Detection (F16)
100% 139
4.88 IPS
 
Object Detection (I8)
52% 319
11.2 IPS
 
Face Detection (F32)
100% 421
4.84 IPS
 
Face Detection (F16)
100% 416
4.78 IPS
 
Face Detection (I8)
75% 509
5.85 IPS
 
Text Classification (F32)
100% 430
170.3 IPS
 
Text Classification (F16)
100% 404
159.9 IPS
 
Machine Translation (F32)
100% 632
97.4 IPS
 
Machine Translation (F16)
100% 632
97.4 IPS
 

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