Geekbench ML Score

1303
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 03 2024 02:52 AM
Views 1

System Information

System Information
Operating System Android 14
Model Google Pixel 6a
Model IDGoogle Pixel 6a
Motherboard bluejay
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 @ 2.25 GHz
Cluster 32 Cores @ 2.80 GHz
Memory Information
Size 5.47 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 182
34.0 IPS
 
Image Classification (F16)
100% 3538
662.1 IPS
 
Image Classification (I8)
99% 6058
1.13 KIPS
 
Image Segmentation (F32)
100% 222
3.70 IPS
 
Image Segmentation (F16)
100% 2864
47.8 IPS
 
Image Segmentation (I8)
98% 1775
29.6 IPS
 
Pose Estimation (F32)
100% 276
0.33 IPS
 
Pose Estimation (F16)
100% 15349
18.6 IPS
 
Pose Estimation (I8)
100% 36288
43.9 IPS
 
Object Detection (F32)
100% 183
13.6 IPS
 
Object Detection (F16)
100% 173
12.9 IPS
 
Object Detection (I8)
61% 535
40.0 IPS
 
Face Detection (F32)
100% 437
5.19 IPS
 
Face Detection (F16)
97% 8524
101.4 IPS
 
Face Detection (I8)
87% 15752
187.3 IPS
 
Depth Estimation (F32)
100% 377
2.93 IPS
 
Depth Estimation (F16)
100% 16259
126.1 IPS
 
Depth Estimation (I8)
94% 28211
218.8 IPS
 
Style Transfer (F32)
100% 608
0.80 IPS
 
Style Transfer (F16)
100% 1492
1.96 IPS
 
Style Transfer (I8)
98% 2925
3.85 IPS
 
Image Super-Resolution (F32)
100% 194
6.94 IPS
 
Image Super-Resolution (F16)
100% 196
7.01 IPS
 
Image Super-Resolution (I8)
98% 11598
414.2 IPS
 
Text Classification (F32)
100% 230
331.1 IPS
 
Text Classification (F16)
100% 1228
1.76 KIPS
 
Text Classification (I8)
94% 1376
1.98 KIPS
 
Machine Translation (F32)
100% 412
7.58 IPS
 
Machine Translation (F16)
100% 351
6.46 IPS
 
Machine Translation (I8)
64% 374
6.89 IPS
 

Compare

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