Geekbench ML Score

1031
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 17 2022 02:39 PM
Views 1

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% 565
60.5 IPS
 
Image Classification (F16)
100% 747
80.1 IPS
 
Image Classification (I8)
81% 681
73.0 IPS
 
Image Segmentation (F32)
100% 2010
12.4 IPS
 
Image Segmentation (F16)
100% 3632
22.4 IPS
 
Image Segmentation (I8)
89% 3621
22.4 IPS
 
Pose Estimation (F32)
100% 710
2.87 IPS
 
Pose Estimation (F16)
0% 2181
8.83 IPS
 
Pose Estimation (I8)
0% 2137
8.65 IPS
 
Object Detection (F32)
100% 480
16.8 IPS
 
Object Detection (F16)
99% 575
20.2 IPS
 
Object Detection (I8)
54% 551
19.3 IPS
 
Face Detection (F32)
100% 1418
16.3 IPS
 
Face Detection (F16)
97% 2224
25.6 IPS
 
Face Detection (I8)
75% 2137
24.5 IPS
 
Text Classification (F32)
100% 306
121.1 IPS
 
Text Classification (F16)
46% 510
201.7 IPS
 
Machine Translation (F32)
100% 675
104.0 IPS
 
Machine Translation (F16)
100% 668
102.9 IPS
 

Compare

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