Geekbench ML Score

409
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date December 24 2024 02:46 PM
Views 3

System Information

System Information
Operating System Android 13
Model Xiaomi 2312DRA50C
Model IDXiaomi 2312DRA50C
Motherboard garnet
Governorwalt
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3393 revision 2
Base Frequency 1.96 GHz
Cluster 14 Cores @ 1.96 GHz
Cluster 24 Cores @ 2.40 GHz
Memory Information
Size 7.13 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 180
33.6 IPS
 
Image Classification (F16)
100% 191
35.7 IPS
 
Image Classification (I8)
97% 419
78.4 IPS
 
Image Segmentation (F32)
100% 300
5.01 IPS
 
Image Segmentation (F16)
100% 301
5.03 IPS
 
Image Segmentation (I8)
98% 454
7.58 IPS
 
Pose Estimation (F32)
100% 447
0.54 IPS
 
Pose Estimation (F16)
100% 450
0.55 IPS
 
Pose Estimation (I8)
100% 2284
2.77 IPS
 
Object Detection (F32)
100% 208
15.5 IPS
 
Object Detection (F16)
100% 202
15.1 IPS
 
Object Detection (I8)
61% 422
31.5 IPS
 
Face Detection (F32)
100% 459
5.46 IPS
 
Face Detection (F16)
100% 449
5.34 IPS
 
Face Detection (I8)
86% 911
10.8 IPS
 
Depth Estimation (F32)
100% 423
3.28 IPS
 
Depth Estimation (F16)
100% 434
3.37 IPS
 
Depth Estimation (I8)
95% 989
7.67 IPS
 
Style Transfer (F32)
100% 758
1.00 IPS
 
Style Transfer (F16)
100% 762
1.00 IPS
 
Style Transfer (I8)
98% 2065
2.72 IPS
 
Image Super-Resolution (F32)
100% 242
8.63 IPS
 
Image Super-Resolution (F16)
100% 252
8.99 IPS
 
Image Super-Resolution (I8)
98% 574
20.5 IPS
 
Text Classification (F32)
100% 198
285.1 IPS
 
Text Classification (F16)
100% 208
298.6 IPS
 
Text Classification (I8)
92% 189
272.0 IPS
 
Machine Translation (F32)
100% 425
7.82 IPS
 
Machine Translation (F16)
100% 442
8.12 IPS
 
Machine Translation (I8)
64% 226
4.15 IPS
 

Compare

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