Geekbench ML Score

763
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 06 2024 04:04 AM
Views 1

System Information

System Information
Operating System Android 14
Model Google Pixel 6 Pro
Model IDGoogle Pixel 6 Pro
Motherboard raven
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 11.28 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 324
60.7 IPS
 
Image Classification (F16)
100% 297
55.5 IPS
 
Image Classification (I8)
97% 745
139.4 IPS
 
Image Segmentation (F32)
100% 428
7.15 IPS
 
Image Segmentation (F16)
100% 429
7.16 IPS
 
Image Segmentation (I8)
98% 706
11.8 IPS
 
Pose Estimation (F32)
100% 715
0.87 IPS
 
Pose Estimation (F16)
100% 691
0.84 IPS
 
Pose Estimation (I8)
100% 3792
4.59 IPS
 
Object Detection (F32)
100% 366
27.3 IPS
 
Object Detection (F16)
100% 382
28.5 IPS
 
Object Detection (I8)
61% 875
65.4 IPS
 
Face Detection (F32)
100% 769
9.14 IPS
 
Face Detection (F16)
100% 744
8.85 IPS
 
Face Detection (I8)
86% 1861
22.1 IPS
 
Depth Estimation (F32)
100% 731
5.67 IPS
 
Depth Estimation (F16)
100% 714
5.54 IPS
 
Depth Estimation (I8)
95% 1631
12.6 IPS
 
Style Transfer (F32)
100% 1260
1.66 IPS
 
Style Transfer (F16)
100% 1236
1.63 IPS
 
Style Transfer (I8)
98% 2966
3.90 IPS
 
Image Super-Resolution (F32)
100% 553
19.7 IPS
 
Image Super-Resolution (F16)
100% 563
20.1 IPS
 
Image Super-Resolution (I8)
98% 1986
70.9 IPS
 
Text Classification (F32)
100% 541
777.6 IPS
 
Text Classification (F16)
100% 561
805.6 IPS
 
Text Classification (I8)
92% 544
782.2 IPS
 
Machine Translation (F32)
100% 930
17.1 IPS
 
Machine Translation (F16)
100% 846
15.6 IPS
 
Machine Translation (I8)
64% 430
7.91 IPS
 

Compare

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