Geekbench ML Score

1888
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

User Betancd
Upload Date October 29 2023 06:27 AM
Views 4

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 11.19 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 474
50.8 IPS
 
Image Classification (F16)
100% 7459
799.2 IPS
 
Image Classification (I8)
79% 11050
1.18 KIPS
 
Image Segmentation (F32)
100% 591
3.65 IPS
 
Image Segmentation (F16)
100% 11179
69.1 IPS
 
Image Segmentation (I8)
89% 35942
222.0 IPS
 
Pose Estimation (F32)
100% 453
1.83 IPS
 
Pose Estimation (F16)
100% 5570
22.5 IPS
 
Pose Estimation (I8)
80% 12142
49.1 IPS
 
Object Detection (F32)
100% 408
14.3 IPS
 
Object Detection (F16)
100% 1648
57.8 IPS
 
Object Detection (I8)
50% 1832
64.3 IPS
 
Face Detection (F32)
100% 745
8.55 IPS
 
Face Detection (F16)
100% 542
6.23 IPS
 
Face Detection (I8)
75% 26475
304.2 IPS
 
Text Classification (F32)
100% 88
35.0 IPS
 
Text Classification (F16)
100% 1097
433.9 IPS
 
Machine Translation (F32)
100% 696
107.3 IPS
 
Machine Translation (F16)
100% 698
107.6 IPS
 

Compare

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