Geekbench ML Score

1886
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 08 2023 05:56 AM
Views 3

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% 484
51.9 IPS
 
Image Classification (F16)
100% 7390
791.8 IPS
 
Image Classification (I8)
79% 10721
1.15 KIPS
 
Image Segmentation (F32)
100% 581
3.59 IPS
 
Image Segmentation (F16)
100% 11386
70.3 IPS
 
Image Segmentation (I8)
89% 34396
212.5 IPS
 
Pose Estimation (F32)
100% 452
1.83 IPS
 
Pose Estimation (F16)
100% 5677
23.0 IPS
 
Pose Estimation (I8)
80% 11749
47.5 IPS
 
Object Detection (F32)
100% 415
14.6 IPS
 
Object Detection (F16)
100% 1587
55.7 IPS
 
Object Detection (I8)
50% 1840
64.6 IPS
 
Face Detection (F32)
100% 773
8.88 IPS
 
Face Detection (F16)
100% 526
6.05 IPS
 
Face Detection (I8)
75% 25474
292.7 IPS
 
Text Classification (F32)
100% 101
39.8 IPS
 
Text Classification (F16)
100% 1075
425.1 IPS
 
Machine Translation (F32)
100% 694
107.0 IPS
 
Machine Translation (F16)
100% 697
107.4 IPS
 

Compare

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