Geekbench ML Score

2174
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 03:48 AM
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 NNAPI

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 455
48.8 IPS
 
Image Classification (F16)
100% 6614
708.6 IPS
 
Image Classification (I8)
79% 10566
1.13 KIPS
 
Image Segmentation (F32)
100% 578
3.57 IPS
 
Image Segmentation (F16)
96% 10893
67.3 IPS
 
Image Segmentation (I8)
89% 34663
214.1 IPS
 
Pose Estimation (F32)
100% 451
1.82 IPS
 
Pose Estimation (F16)
100% 5783
23.4 IPS
 
Pose Estimation (I8)
80% 13465
54.5 IPS
 
Object Detection (F32)
100% 396
13.9 IPS
 
Object Detection (F16)
100% 1602
56.2 IPS
 
Object Detection (I8)
50% 1873
65.7 IPS
 
Face Detection (F32)
100% 721
8.28 IPS
 
Face Detection (F16)
98% 10770
123.7 IPS
 
Face Detection (I8)
75% 24582
282.4 IPS
 
Text Classification (F32)
100% 76
30.1 IPS
 
Text Classification (F16)
100% 1264
499.8 IPS
 
Machine Translation (F32)
100% 695
107.1 IPS
 
Machine Translation (F16)
100% 695
107.0 IPS
 

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