Geekbench ML Score

2060
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User M91
Upload Date July 27 2024 12:29 AM
Views 2

System Information

System Information
Operating System Android 14
Model Google Pixel 8a
Model IDGoogle Pixel 8a
Motherboard akita
Governorsched_pixel
CPU Information
Name ARM ARMv8
Topology 1 Processor, 9 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3406 revision 0
Base Frequency 1.70 GHz
Cluster 14 Cores @ 1.70 GHz
Cluster 24 Cores @ 2.37 GHz
Cluster 31 Core @ 2.91 GHz
Memory Information
Size 7.42 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 232
43.5 IPS
 
Image Classification (F16)
100% 3077
575.8 IPS
 
Image Classification (I8)
99% 4583
857.6 IPS
 
Image Segmentation (F32)
100% 281
4.70 IPS
 
Image Segmentation (F16)
100% 6815
113.8 IPS
 
Image Segmentation (I8)
98% 16663
278.3 IPS
 
Pose Estimation (F32)
100% 351
0.42 IPS
 
Pose Estimation (F16)
100% 23691
28.7 IPS
 
Pose Estimation (I8)
100% 46927
56.8 IPS
 
Object Detection (F32)
100% 211
15.7 IPS
 
Object Detection (F16)
100% 2170
162.0 IPS
 
Object Detection (I8)
65% 2271
169.6 IPS
 
Face Detection (F32)
100% 565
6.71 IPS
 
Face Detection (F16)
98% 13717
163.1 IPS
 
Face Detection (I8)
87% 24601
292.5 IPS
 
Depth Estimation (F32)
100% 478
3.71 IPS
 
Depth Estimation (F16)
100% 27131
210.4 IPS
 
Depth Estimation (I8)
94% 33643
260.9 IPS
 
Style Transfer (F32)
100% 476
0.63 IPS
 
Style Transfer (F16)
100% 1875
2.47 IPS
 
Style Transfer (I8)
28% 3199
4.21 IPS
 
Image Super-Resolution (F32)
100% 276
9.85 IPS
 
Image Super-Resolution (F16)
100% 8188
292.4 IPS
 
Image Super-Resolution (I8)
98% 14904
532.3 IPS
 
Text Classification (F32)
100% 323
463.6 IPS
 
Text Classification (F16)
100% 677
973.5 IPS
 
Text Classification (I8)
94% 720
1.04 KIPS
 
Machine Translation (F32)
100% 449
8.26 IPS
 
Machine Translation (F16)
100% 214
3.93 IPS
 
Machine Translation (I8)
64% 514
9.47 IPS
 

Compare

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