Geekbench ML Score

594
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date July 26 2024 09:33 AM
Views 1

System Information

System Information
Operating System Android 14
Model realme RMX3312
Model IDrealme RMX3312
Motherboard lahaina
Governoruag
CPU Information
Name ARM Qualcomm
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 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.10 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 273
51.1 IPS
 
Image Classification (F16)
100% 260
48.7 IPS
 
Image Classification (I8)
97% 624
116.8 IPS
 
Image Segmentation (F32)
100% 356
5.95 IPS
 
Image Segmentation (F16)
100% 365
6.09 IPS
 
Image Segmentation (I8)
98% 506
8.46 IPS
 
Pose Estimation (F32)
100% 603
0.73 IPS
 
Pose Estimation (F16)
100% 608
0.74 IPS
 
Pose Estimation (I8)
100% 2822
3.42 IPS
 
Object Detection (F32)
100% 272
20.3 IPS
 
Object Detection (F16)
100% 309
23.1 IPS
 
Object Detection (I8)
61% 800
59.7 IPS
 
Face Detection (F32)
100% 627
7.46 IPS
 
Face Detection (F16)
100% 619
7.36 IPS
 
Face Detection (I8)
86% 1517
18.0 IPS
 
Depth Estimation (F32)
100% 646
5.01 IPS
 
Depth Estimation (F16)
100% 666
5.16 IPS
 
Depth Estimation (I8)
95% 1469
11.4 IPS
 
Style Transfer (F32)
100% 1100
1.45 IPS
 
Style Transfer (F16)
100% 1159
1.52 IPS
 
Style Transfer (I8)
98% 2344
3.08 IPS
 
Image Super-Resolution (F32)
100% 397
14.2 IPS
 
Image Super-Resolution (F16)
100% 369
13.2 IPS
 
Image Super-Resolution (I8)
98% 1230
43.9 IPS
 
Text Classification (F32)
100% 328
471.5 IPS
 
Text Classification (F16)
100% 332
477.0 IPS
 
Text Classification (I8)
92% 289
415.8 IPS
 
Machine Translation (F32)
100% 696
12.8 IPS
 
Machine Translation (F16)
100% 695
12.8 IPS
 
Machine Translation (I8)
64% 272
5.00 IPS
 

Compare

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