Geekbench ML Score

2054
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 06:57 AM
Views 10

System Information

System Information
Operating System Android 14
Model Google Pixel 7
Model IDGoogle Pixel 7
Motherboard panther
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 7.30 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 220
41.2 IPS
 
Image Classification (F16)
100% 5519
1.03 KIPS
 
Image Classification (I8)
99% 8449
1.58 KIPS
 
Image Segmentation (F32)
100% 281
4.69 IPS
 
Image Segmentation (F16)
100% 5261
87.9 IPS
 
Image Segmentation (I8)
98% 9260
154.7 IPS
 
Pose Estimation (F32)
100% 368
0.45 IPS
 
Pose Estimation (F16)
100% 20106
24.3 IPS
 
Pose Estimation (I8)
100% 37330
45.2 IPS
 
Object Detection (F32)
100% 217
16.2 IPS
 
Object Detection (F16)
100% 3144
234.7 IPS
 
Object Detection (I8)
65% 3801
283.8 IPS
 
Face Detection (F32)
100% 496
5.89 IPS
 
Face Detection (F16)
100% 496
5.90 IPS
 
Face Detection (I8)
87% 31165
370.6 IPS
 
Depth Estimation (F32)
100% 435
3.37 IPS
 
Depth Estimation (F16)
100% 23211
180.0 IPS
 
Depth Estimation (I8)
94% 39738
308.2 IPS
 
Style Transfer (F32)
100% 690
0.91 IPS
 
Style Transfer (F16)
100% 1620
2.13 IPS
 
Style Transfer (I8)
28% 3079
4.05 IPS
 
Image Super-Resolution (F32)
100% 233
8.31 IPS
 
Image Super-Resolution (F16)
100% 6825
243.7 IPS
 
Image Super-Resolution (I8)
98% 14994
535.5 IPS
 
Text Classification (F32)
100% 280
402.0 IPS
 
Text Classification (F16)
100% 1854
2.66 KIPS
 
Text Classification (I8)
94% 2289
3.29 KIPS
 
Machine Translation (F32)
100% 462
8.50 IPS
 
Machine Translation (F16)
100% 445
8.18 IPS
 
Machine Translation (I8)
64% 389
7.15 IPS
 

Compare

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