Geekbench ML Score

2781
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date August 15 2024 02:53 PM
Views 2

System Information

System Information
Operating System Android 14
Model Xiaomi 2311DRK48C
Model IDXiaomi 2311DRK48C
Motherboard duchamp
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3405 revision 0
Base Frequency 2.20 GHz
Cluster 14 Cores @ 2.20 GHz
Cluster 23 Cores @ 3.20 GHz
Cluster 31 Core @ 3.35 GHz
Memory Information
Size 11.08 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 659
123.2 IPS
 
Image Classification (F16)
100% 3869
724.0 IPS
 
Image Classification (I8)
97% 7221
1.35 KIPS
 
Image Segmentation (F32)
100% 521
8.70 IPS
 
Image Segmentation (F16)
100% 3671
61.3 IPS
 
Image Segmentation (I8)
98% 1724
28.8 IPS
 
Pose Estimation (F32)
100% 5518
6.68 IPS
 
Pose Estimation (F16)
100% 16786
20.3 IPS
 
Pose Estimation (I8)
100% 69446
84.1 IPS
 
Object Detection (F32)
100% 462
34.5 IPS
 
Object Detection (F16)
100% 2912
217.4 IPS
 
Object Detection (I8)
64% 3250
242.6 IPS
 
Face Detection (F32)
100% 2330
27.7 IPS
 
Face Detection (F16)
97% 9896
117.7 IPS
 
Face Detection (I8)
86% 10796
128.4 IPS
 
Depth Estimation (F32)
100% 618
4.79 IPS
 
Depth Estimation (F16)
100% 18245
141.5 IPS
 
Depth Estimation (I8)
95% 36501
283.1 IPS
 
Style Transfer (F32)
100% 2093
2.75 IPS
 
Style Transfer (F16)
100% 2114
2.78 IPS
 
Style Transfer (I8)
31% 4115
5.41 IPS
 
Image Super-Resolution (F32)
100% 1821
65.0 IPS
 
Image Super-Resolution (F16)
100% 9786
349.5 IPS
 
Image Super-Resolution (I8)
33% 26209
936.0 IPS
 
Text Classification (F32)
100% 66
94.6 IPS
 
Text Classification (F16)
100% 1424
2.05 KIPS
 
Text Classification (I8)
92% 1362
1.96 KIPS
 
Machine Translation (F32)
100% 237
4.35 IPS
 
Machine Translation (F16)
100% 1224
22.5 IPS
 
Machine Translation (I8)
76% 386
7.11 IPS
 

Compare

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