Geekbench ML Score

599
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 23 2024 09:22 AM
Views 1

System Information

System Information
Operating System Android 14
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 5.47 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 246
46.0 IPS
 
Image Classification (F16)
100% 431
80.7 IPS
 
Image Classification (I8)
97% 416
77.8 IPS
 
Image Segmentation (F32)
100% 633
10.6 IPS
 
Image Segmentation (F16)
100% 996
16.6 IPS
 
Image Segmentation (I8)
98% 934
15.6 IPS
 
Pose Estimation (F32)
100% 327
0.40 IPS
 
Pose Estimation (F16)
100% 426
0.52 IPS
 
Pose Estimation (I8)
100% 424
0.51 IPS
 
Object Detection (F32)
100% 296
22.1 IPS
 
Object Detection (F16)
100% 346
25.9 IPS
 
Object Detection (I8)
62% 276
20.6 IPS
 
Face Detection (F32)
100% 1289
15.3 IPS
 
Face Detection (F16)
98% 1664
19.8 IPS
 
Face Detection (I8)
86% 1705
20.3 IPS
 
Depth Estimation (F32)
100% 620
4.81 IPS
 
Depth Estimation (F16)
100% 725
5.62 IPS
 
Depth Estimation (I8)
95% 709
5.50 IPS
 
Style Transfer (F32)
100% 1384
1.82 IPS
 
Style Transfer (F16)
100% 2537
3.34 IPS
 
Style Transfer (I8)
98% 2537
3.34 IPS
 
Image Super-Resolution (F32)
100% 444
15.9 IPS
 
Image Super-Resolution (F16)
100% 651
23.3 IPS
 
Image Super-Resolution (I8)
98% 654
23.3 IPS
 
Text Classification (F32)
100% 262
375.8 IPS
 
Text Classification (F16)
100% 277
398.7 IPS
 
Text Classification (I8)
92% 487
699.2 IPS
 
Machine Translation (F32)
100% 410
7.54 IPS
 
Machine Translation (F16)
100% 406
7.47 IPS
 
Machine Translation (I8)
64% 421
7.75 IPS
 

Compare

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