Geekbench ML Score

367
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 27 2023 12:42 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 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 120
12.9 IPS
 
Image Classification (F16)
100% 97
10.4 IPS
 
Image Classification (I8)
81% 268
28.7 IPS
 
Image Segmentation (F32)
100% 481
2.97 IPS
 
Image Segmentation (F16)
100% 513
3.17 IPS
 
Image Segmentation (I8)
89% 681
4.20 IPS
 
Pose Estimation (F32)
100% 325
1.31 IPS
 
Pose Estimation (F16)
100% 320
1.30 IPS
 
Pose Estimation (I8)
80% 202
0.82 IPS
 
Object Detection (F32)
100% 148
5.19 IPS
 
Object Detection (F16)
100% 133
4.68 IPS
 
Object Detection (I8)
52% 323
11.4 IPS
 
Face Detection (F32)
100% 584
6.71 IPS
 
Face Detection (F16)
100% 560
6.44 IPS
 
Face Detection (I8)
75% 529
6.08 IPS
 
Text Classification (F32)
100% 983
389.0 IPS
 
Text Classification (F16)
100% 952
376.5 IPS
 
Machine Translation (F32)
100% 694
107.0 IPS
 
Machine Translation (F16)
100% 694
107.0 IPS
 

Compare

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