Geekbench ML Score

368
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date November 26 2023 07:02 AM
Views 1

System Information

System Information
Operating System Android 14
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 11.20 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 155
16.6 IPS
 
Image Classification (F16)
100% 122
13.1 IPS
 
Image Classification (I8)
81% 264
28.3 IPS
 
Image Segmentation (F32)
100% 441
2.73 IPS
 
Image Segmentation (F16)
100% 471
2.91 IPS
 
Image Segmentation (I8)
89% 699
4.32 IPS
 
Pose Estimation (F32)
100% 303
1.23 IPS
 
Pose Estimation (F16)
100% 275
1.11 IPS
 
Pose Estimation (I8)
80% 233
0.94 IPS
 
Object Detection (F32)
100% 161
5.64 IPS
 
Object Detection (F16)
100% 119
4.17 IPS
 
Object Detection (I8)
52% 309
10.8 IPS
 
Face Detection (F32)
100% 564
6.48 IPS
 
Face Detection (F16)
100% 571
6.56 IPS
 
Face Detection (I8)
75% 520
5.98 IPS
 
Text Classification (F32)
100% 962
380.7 IPS
 
Text Classification (F16)
100% 899
355.5 IPS
 
Machine Translation (F32)
100% 686
105.8 IPS
 
Machine Translation (F16)
100% 684
105.4 IPS
 

Compare

Set Baseline Geekbench 6 now available