Geekbench ML Score

2142
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 11 2023 10:32 AM
Views 3

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 NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 481
51.6 IPS
 
Image Classification (F16)
100% 7504
804.1 IPS
 
Image Classification (I8)
79% 10709
1.15 KIPS
 
Image Segmentation (F32)
100% 588
3.63 IPS
 
Image Segmentation (F16)
96% 10378
64.1 IPS
 
Image Segmentation (I8)
89% 33866
209.2 IPS
 
Pose Estimation (F32)
100% 456
1.85 IPS
 
Pose Estimation (F16)
100% 5663
22.9 IPS
 
Pose Estimation (I8)
80% 9840
39.8 IPS
 
Object Detection (F32)
100% 418
14.7 IPS
 
Object Detection (F16)
100% 1545
54.2 IPS
 
Object Detection (I8)
50% 1795
63.0 IPS
 
Face Detection (F32)
100% 730
8.39 IPS
 
Face Detection (F16)
98% 10938
125.7 IPS
 
Face Detection (I8)
75% 22276
255.9 IPS
 
Text Classification (F32)
100% 89
35.0 IPS
 
Text Classification (F16)
100% 1139
450.5 IPS
 
Machine Translation (F32)
100% 678
104.4 IPS
 
Machine Translation (F16)
100% 673
103.8 IPS
 

Compare

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