Geekbench ML Score

1582
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date January 10 2024 10:19 AM
Views 3

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% 221
41.4 IPS
 
Image Classification (F16)
100% 4228
791.1 IPS
 
Image Classification (I8)
99% 6875
1.29 KIPS
 
Image Segmentation (F32)
100% 280
4.67 IPS
 
Image Segmentation (F16)
100% 3297
55.1 IPS
 
Image Segmentation (I8)
98% 2023
33.8 IPS
 
Pose Estimation (F32)
100% 362
0.44 IPS
 
Pose Estimation (F16)
100% 18910
22.9 IPS
 
Pose Estimation (I8)
100% 45979
55.7 IPS
 
Object Detection (F32)
100% 226
16.8 IPS
 
Object Detection (F16)
100% 223
16.7 IPS
 
Object Detection (I8)
61% 626
46.8 IPS
 
Face Detection (F32)
100% 518
6.17 IPS
 
Face Detection (F16)
97% 9742
115.8 IPS
 
Face Detection (I8)
87% 18684
222.2 IPS
 
Depth Estimation (F32)
100% 452
3.50 IPS
 
Depth Estimation (F16)
100% 21459
166.4 IPS
 
Depth Estimation (I8)
94% 34800
269.9 IPS
 
Style Transfer (F32)
100% 735
0.97 IPS
 
Style Transfer (F16)
100% 1732
2.28 IPS
 
Style Transfer (I8)
98% 3361
4.42 IPS
 
Image Super-Resolution (F32)
100% 240
8.58 IPS
 
Image Super-Resolution (F16)
100% 240
8.56 IPS
 
Image Super-Resolution (I8)
98% 14014
500.5 IPS
 
Text Classification (F32)
100% 304
436.3 IPS
 
Text Classification (F16)
100% 1338
1.92 KIPS
 
Text Classification (I8)
94% 1520
2.18 KIPS
 
Machine Translation (F32)
100% 497
9.15 IPS
 
Machine Translation (F16)
100% 489
9.00 IPS
 
Machine Translation (I8)
64% 482
8.87 IPS
 

Compare

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