Geekbench ML Score

601
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date May 10 2024 03:04 PM
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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 297
55.5 IPS
 
Image Classification (F16)
100% 442
82.7 IPS
 
Image Classification (I8)
97% 395
73.9 IPS
 
Image Segmentation (F32)
100% 626
10.5 IPS
 
Image Segmentation (F16)
100% 1006
16.8 IPS
 
Image Segmentation (I8)
98% 918
15.3 IPS
 
Pose Estimation (F32)
100% 326
0.40 IPS
 
Pose Estimation (F16)
100% 425
0.51 IPS
 
Pose Estimation (I8)
100% 424
0.51 IPS
 
Object Detection (F32)
100% 301
22.5 IPS
 
Object Detection (F16)
100% 364
27.1 IPS
 
Object Detection (I8)
62% 315
23.5 IPS
 
Face Detection (F32)
100% 1356
16.1 IPS
 
Face Detection (F16)
98% 1907
22.7 IPS
 
Face Detection (I8)
86% 1770
21.0 IPS
 
Depth Estimation (F32)
100% 583
4.52 IPS
 
Depth Estimation (F16)
100% 679
5.27 IPS
 
Depth Estimation (I8)
95% 716
5.56 IPS
 
Style Transfer (F32)
100% 1386
1.82 IPS
 
Style Transfer (F16)
100% 2542
3.34 IPS
 
Style Transfer (I8)
98% 2539
3.34 IPS
 
Image Super-Resolution (F32)
100% 443
15.8 IPS
 
Image Super-Resolution (F16)
100% 676
24.1 IPS
 
Image Super-Resolution (I8)
98% 707
25.3 IPS
 
Text Classification (F32)
100% 247
355.1 IPS
 
Text Classification (F16)
100% 247
354.6 IPS
 
Text Classification (I8)
92% 484
695.2 IPS
 
Machine Translation (F32)
100% 375
6.90 IPS
 
Machine Translation (F16)
100% 374
6.89 IPS
 
Machine Translation (I8)
64% 378
6.95 IPS
 

Compare

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