Geekbench ML Score

604
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date April 03 2024 02:47 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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 284
53.2 IPS
 
Image Classification (F16)
100% 412
77.0 IPS
 
Image Classification (I8)
97% 389
72.7 IPS
 
Image Segmentation (F32)
100% 611
10.2 IPS
 
Image Segmentation (F16)
100% 987
16.5 IPS
 
Image Segmentation (I8)
98% 954
15.9 IPS
 
Pose Estimation (F32)
100% 328
0.40 IPS
 
Pose Estimation (F16)
100% 425
0.51 IPS
 
Pose Estimation (I8)
100% 423
0.51 IPS
 
Object Detection (F32)
100% 263
19.7 IPS
 
Object Detection (F16)
100% 324
24.2 IPS
 
Object Detection (I8)
62% 347
25.9 IPS
 
Face Detection (F32)
100% 1371
16.3 IPS
 
Face Detection (F16)
98% 1638
19.5 IPS
 
Face Detection (I8)
86% 1880
22.3 IPS
 
Depth Estimation (F32)
100% 572
4.44 IPS
 
Depth Estimation (F16)
100% 737
5.72 IPS
 
Depth Estimation (I8)
95% 694
5.38 IPS
 
Style Transfer (F32)
100% 1384
1.82 IPS
 
Style Transfer (F16)
100% 2538
3.34 IPS
 
Style Transfer (I8)
98% 2535
3.33 IPS
 
Image Super-Resolution (F32)
100% 469
16.7 IPS
 
Image Super-Resolution (F16)
100% 671
23.9 IPS
 
Image Super-Resolution (I8)
98% 667
23.8 IPS
 
Text Classification (F32)
100% 261
375.8 IPS
 
Text Classification (F16)
100% 271
390.1 IPS
 
Text Classification (I8)
92% 494
709.5 IPS
 
Machine Translation (F32)
100% 418
7.70 IPS
 
Machine Translation (F16)
100% 417
7.67 IPS
 
Machine Translation (I8)
64% 437
8.05 IPS
 

Compare

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