Geekbench ML Score

958
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 09 2023 10:26 AM
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% 490
52.5 IPS
 
Image Classification (F16)
100% 458
49.1 IPS
 
Image Classification (I8)
81% 435
46.6 IPS
 
Image Segmentation (F32)
100% 2004
12.4 IPS
 
Image Segmentation (F16)
100% 3591
22.2 IPS
 
Image Segmentation (I8)
89% 3639
22.5 IPS
 
Pose Estimation (F32)
100% 722
2.92 IPS
 
Pose Estimation (F16)
0% 2113
8.55 IPS
 
Pose Estimation (I8)
0% 2118
8.57 IPS
 
Object Detection (F32)
100% 430
15.1 IPS
 
Object Detection (F16)
99% 584
20.5 IPS
 
Object Detection (I8)
54% 583
20.5 IPS
 
Face Detection (F32)
100% 1410
16.2 IPS
 
Face Detection (F16)
97% 2261
26.0 IPS
 
Face Detection (I8)
75% 2116
24.3 IPS
 
Text Classification (F32)
100% 277
109.8 IPS
 
Text Classification (F16)
46% 425
168.3 IPS
 
Machine Translation (F32)
100% 684
105.4 IPS
 
Machine Translation (F16)
100% 685
105.6 IPS
 

Compare

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