Geekbench ML Score

290
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 19 2024 07:44 AM
Views 2

System Information

System Information
Operating System Android 14
Model realme RMX3800
Model IDrealme RMX3800
Motherboard pineapple
Governoruag
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3458 revision 1
Base Frequency 2.26 GHz
Cluster 12 Cores @ 2.27 GHz
Cluster 22 Cores @ 2.96 GHz
Cluster 33 Cores @ 3.15 GHz
Cluster 41 Core @ 3.30 GHz
Memory Information
Size 10.99 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 227
42.5 IPS
 
Image Classification (F16)
100% 226
42.3 IPS
 
Image Classification (I8)
97% 619
115.8 IPS
 
Image Segmentation (F32)
100% 288
4.82 IPS
 
Image Segmentation (F16)
100% 167
2.79 IPS
 
Image Segmentation (I8)
98% 308
5.14 IPS
 
Pose Estimation (F32)
100% 201
0.24 IPS
 
Pose Estimation (F16)
100% 191
0.23 IPS
 
Pose Estimation (I8)
100% 719
0.87 IPS
 
Object Detection (F32)
100% 119
8.90 IPS
 
Object Detection (F16)
100% 119
8.88 IPS
 
Object Detection (I8)
61% 321
23.9 IPS
 
Face Detection (F32)
100% 341
4.06 IPS
 
Face Detection (F16)
100% 371
4.41 IPS
 
Face Detection (I8)
86% 654
7.77 IPS
 
Depth Estimation (F32)
100% 272
2.11 IPS
 
Depth Estimation (F16)
100% 268
2.08 IPS
 
Depth Estimation (I8)
95% 715
5.54 IPS
 
Style Transfer (F32)
100% 474
0.62 IPS
 
Style Transfer (F16)
100% 473
0.62 IPS
 
Style Transfer (I8)
98% 1306
1.72 IPS
 
Image Super-Resolution (F32)
100% 132
4.73 IPS
 
Image Super-Resolution (F16)
100% 132
4.72 IPS
 
Image Super-Resolution (I8)
98% 457
16.3 IPS
 
Text Classification (F32)
100% 146
210.0 IPS
 
Text Classification (F16)
100% 146
209.6 IPS
 
Text Classification (I8)
92% 238
342.1 IPS
 
Machine Translation (F32)
100% 282
5.19 IPS
 
Machine Translation (F16)
100% 282
5.18 IPS
 
Machine Translation (I8)
64% 338
6.23 IPS
 

Compare

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