Geekbench ML Score

1454
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 04:28 PM
Views 1

System Information

System Information
Operating System Android 15
Model Xiaomi 2410DPN6CC
Model IDXiaomi 2410DPN6CC
Motherboard sun
Governorwalt
CPU Information
Name Qualcomm ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 3 part 1 revision 4
Base Frequency 3.53 GHz
Cluster 16 Cores @ 3.53 GHz
Cluster 22 Cores @ 4.32 GHz
Memory Information
Size 14.76 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 915
171.2 IPS
 
Image Classification (F16)
100% 961
179.8 IPS
 
Image Classification (I8)
97% 1260
235.7 IPS
 
Image Segmentation (F32)
100% 1170
19.5 IPS
 
Image Segmentation (F16)
100% 1229
20.5 IPS
 
Image Segmentation (I8)
98% 1277
21.3 IPS
 
Pose Estimation (F32)
100% 1902
2.30 IPS
 
Pose Estimation (F16)
100% 1801
2.18 IPS
 
Pose Estimation (I8)
100% 7214
8.74 IPS
 
Object Detection (F32)
100% 935
69.8 IPS
 
Object Detection (F16)
100% 911
68.0 IPS
 
Object Detection (I8)
61% 1368
102.1 IPS
 
Face Detection (F32)
100% 1997
23.7 IPS
 
Face Detection (F16)
100% 2017
24.0 IPS
 
Face Detection (I8)
86% 2498
29.7 IPS
 
Depth Estimation (F32)
100% 1806
14.0 IPS
 
Depth Estimation (F16)
100% 1710
13.3 IPS
 
Depth Estimation (I8)
95% 2840
22.0 IPS
 
Style Transfer (F32)
100% 2860
3.76 IPS
 
Style Transfer (F16)
100% 2915
3.83 IPS
 
Style Transfer (I8)
98% 7097
9.34 IPS
 
Image Super-Resolution (F32)
100% 970
34.6 IPS
 
Image Super-Resolution (F16)
100% 863
30.8 IPS
 
Image Super-Resolution (I8)
98% 2321
82.9 IPS
 
Text Classification (F32)
100% 604
868.0 IPS
 
Text Classification (F16)
100% 502
721.4 IPS
 
Text Classification (I8)
92% 320
460.3 IPS
 
Machine Translation (F32)
100% 1452
26.7 IPS
 
Machine Translation (F16)
100% 1452
26.7 IPS
 
Machine Translation (I8)
64% 626
11.5 IPS
 

Compare

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