Geekbench ML Score

2197
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 18 2022 04:16 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
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 480
51.4 IPS
 
Image Classification (F16)
100% 6646
712.1 IPS
 
Image Classification (I8)
79% 10838
1.16 KIPS
 
Image Segmentation (F32)
100% 594
3.67 IPS
 
Image Segmentation (F16)
96% 10631
65.7 IPS
 
Image Segmentation (I8)
89% 33526
207.1 IPS
 
Pose Estimation (F32)
100% 454
1.84 IPS
 
Pose Estimation (F16)
100% 5788
23.4 IPS
 
Pose Estimation (I8)
80% 13246
53.6 IPS
 
Object Detection (F32)
100% 402
14.1 IPS
 
Object Detection (F16)
100% 1609
56.5 IPS
 
Object Detection (I8)
50% 1886
66.2 IPS
 
Face Detection (F32)
100% 793
9.12 IPS
 
Face Detection (F16)
98% 12770
146.7 IPS
 
Face Detection (I8)
75% 24192
277.9 IPS
 
Text Classification (F32)
100% 68
27.1 IPS
 
Text Classification (F16)
100% 1295
512.2 IPS
 
Machine Translation (F32)
100% 684
105.4 IPS
 
Machine Translation (F16)
100% 686
105.7 IPS
 

Compare

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