Geekbench ML Score

1274
TensorFlow Lite GPU Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date November 19 2024 04:37 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 GPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 686
128.3 IPS
 
Image Classification (F16)
100% 1589
297.3 IPS
 
Image Classification (I8)
100% 1396
261.2 IPS
 
Image Segmentation (F32)
100% 971
16.2 IPS
 
Image Segmentation (F16)
100% 1378
23.0 IPS
 
Image Segmentation (I8)
98% 1370
22.9 IPS
 
Pose Estimation (F32)
100% 1430
1.73 IPS
 
Pose Estimation (F16)
100% 2431
2.94 IPS
 
Pose Estimation (I8)
100% 2437
2.95 IPS
 
Object Detection (F32)
100% 472
35.3 IPS
 
Object Detection (F16)
100% 564
42.1 IPS
 
Object Detection (I8)
59% 645
48.2 IPS
 
Face Detection (F32)
100% 2811
33.4 IPS
 
Face Detection (F16)
97% 5792
68.9 IPS
 
Face Detection (I8)
86% 4940
58.7 IPS
 
Depth Estimation (F32)
100% 1454
11.3 IPS
 
Depth Estimation (F16)
100% 4125
32.0 IPS
 
Depth Estimation (I8)
94% 4108
31.9 IPS
 
Style Transfer (F32)
100% 5018
6.60 IPS
 
Style Transfer (F16)
100% 7498
9.86 IPS
 
Style Transfer (I8)
98% 10268
13.5 IPS
 
Image Super-Resolution (F32)
100% 427
15.2 IPS
 
Image Super-Resolution (F16)
100% 709
25.3 IPS
 
Image Super-Resolution (I8)
98% 1021
36.5 IPS
 
Text Classification (F32)
100% 172
246.5 IPS
 
Text Classification (F16)
100% 296
425.0 IPS
 
Text Classification (I8)
92% 310
445.1 IPS
 
Machine Translation (F32)
100% 404
7.44 IPS
 
Machine Translation (F16)
100% 433
7.96 IPS
 
Machine Translation (I8)
64% 551
10.1 IPS
 

Compare

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