Geekbench ML Score

547
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

User morglor
Upload Date April 03 2024 02:42 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 CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 360
67.3 IPS
 
Image Classification (F16)
100% 350
65.5 IPS
 
Image Classification (I8)
97% 734
137.3 IPS
 
Image Segmentation (F32)
100% 431
7.19 IPS
 
Image Segmentation (F16)
100% 410
6.84 IPS
 
Image Segmentation (I8)
98% 662
11.1 IPS
 
Pose Estimation (F32)
100% 590
0.71 IPS
 
Pose Estimation (F16)
100% 623
0.75 IPS
 
Pose Estimation (I8)
100% 2451
2.97 IPS
 
Object Detection (F32)
100% 286
21.3 IPS
 
Object Detection (F16)
100% 279
20.8 IPS
 
Object Detection (I8)
61% 743
55.5 IPS
 
Face Detection (F32)
100% 619
7.36 IPS
 
Face Detection (F16)
100% 588
7.00 IPS
 
Face Detection (I8)
86% 1115
13.3 IPS
 
Depth Estimation (F32)
100% 427
3.31 IPS
 
Depth Estimation (F16)
100% 421
3.27 IPS
 
Depth Estimation (I8)
95% 940
7.29 IPS
 
Style Transfer (F32)
100% 813
1.07 IPS
 
Style Transfer (F16)
100% 742
0.98 IPS
 
Style Transfer (I8)
98% 1898
2.50 IPS
 
Image Super-Resolution (F32)
100% 338
12.1 IPS
 
Image Super-Resolution (F16)
100% 387
13.8 IPS
 
Image Super-Resolution (I8)
98% 1178
42.1 IPS
 
Text Classification (F32)
100% 281
403.5 IPS
 
Text Classification (F16)
100% 298
428.9 IPS
 
Text Classification (I8)
92% 275
395.9 IPS
 
Machine Translation (F32)
100% 618
11.4 IPS
 
Machine Translation (F16)
100% 516
9.49 IPS
 
Machine Translation (I8)
64% 274
5.04 IPS
 

Compare

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