Geekbench ML Score

324
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 22 2022 12:25 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 CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 220
23.6 IPS
 
Image Classification (F16)
100% 132
14.1 IPS
 
Image Classification (I8)
81% 198
21.2 IPS
 
Image Segmentation (F32)
100% 378
2.33 IPS
 
Image Segmentation (F16)
100% 403
2.49 IPS
 
Image Segmentation (I8)
89% 889
5.49 IPS
 
Pose Estimation (F32)
100% 252
1.02 IPS
 
Pose Estimation (F16)
100% 239
0.97 IPS
 
Pose Estimation (I8)
80% 229
0.93 IPS
 
Object Detection (F32)
100% 155
5.44 IPS
 
Object Detection (F16)
100% 164
5.76 IPS
 
Object Detection (I8)
52% 260
9.12 IPS
 
Face Detection (F32)
100% 461
5.30 IPS
 
Face Detection (F16)
100% 474
5.45 IPS
 
Face Detection (I8)
75% 531
6.10 IPS
 
Text Classification (F32)
100% 391
154.5 IPS
 
Text Classification (F16)
100% 367
145.3 IPS
 
Machine Translation (F32)
100% 664
102.4 IPS
 
Machine Translation (F16)
100% 663
102.2 IPS
 

Compare

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