Geekbench ML Score

919
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 04 2023 02:14 AM
Views 4

System Information

System Information
Operating System Android 13
Model Google Pixel 7 Pro
Model IDGoogle Pixel 7 Pro
Motherboard cheetah
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 @ 2.35 GHz
Cluster 32 Cores @ 2.85 GHz
Memory Information
Size 11.15 GB
Inference Information
Framework TensorFlow Lite
Backend GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 415
44.4 IPS
 
Image Classification (F16)
100% 479
51.3 IPS
 
Image Classification (I8)
81% 450
48.2 IPS
 
Image Segmentation (F32)
100% 2017
12.5 IPS
 
Image Segmentation (F16)
100% 3676
22.7 IPS
 
Image Segmentation (I8)
89% 3723
23.0 IPS
 
Pose Estimation (F32)
100% 725
2.93 IPS
 
Pose Estimation (F16)
0% 2123
8.59 IPS
 
Pose Estimation (I8)
0% 2136
8.64 IPS
 
Object Detection (F32)
100% 433
15.2 IPS
 
Object Detection (F16)
99% 560
19.7 IPS
 
Object Detection (I8)
54% 533
18.7 IPS
 
Face Detection (F32)
100% 1391
16.0 IPS
 
Face Detection (F16)
97% 2100
24.1 IPS
 
Face Detection (I8)
75% 2213
25.4 IPS
 
Text Classification (F32)
100% 223
88.2 IPS
 
Text Classification (F16)
46% 288
113.8 IPS
 
Machine Translation (F32)
100% 685
105.5 IPS
 
Machine Translation (F16)
100% 684
105.4 IPS
 

Compare

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