Geekbench ML Score

326
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date November 24 2022 05:13 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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 206
22.0 IPS
 
Image Classification (F16)
100% 113
12.2 IPS
 
Image Classification (I8)
81% 210
22.5 IPS
 
Image Segmentation (F32)
100% 416
2.57 IPS
 
Image Segmentation (F16)
100% 424
2.62 IPS
 
Image Segmentation (I8)
89% 892
5.51 IPS
 
Pose Estimation (F32)
100% 314
1.27 IPS
 
Pose Estimation (F16)
100% 296
1.20 IPS
 
Pose Estimation (I8)
80% 244
0.99 IPS
 
Object Detection (F32)
100% 143
5.01 IPS
 
Object Detection (F16)
100% 157
5.50 IPS
 
Object Detection (I8)
52% 249
8.73 IPS
 
Face Detection (F32)
100% 419
4.81 IPS
 
Face Detection (F16)
100% 440
5.06 IPS
 
Face Detection (I8)
75% 532
6.11 IPS
 
Text Classification (F32)
100% 336
133.0 IPS
 
Text Classification (F16)
100% 367
145.0 IPS
 
Machine Translation (F32)
100% 698
107.6 IPS
 
Machine Translation (F16)
100% 695
107.2 IPS
 

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