Geekbench ML Score

796
TensorFlow Lite NNAPI Inference Score
Geekbench ML 0.6.0 for Android AArch64

Result Information

Upload Date September 24 2024 04:39 PM
Views 3

System Information

System Information
Operating System Android 12
Model Xiaomi M2007J3SC
Model IDXiaomi M2007J3SC
Motherboard apollo
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 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 7.43 GB
Inference Information
Framework TensorFlow Lite
Backend NNAPI
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 527
98.7 IPS
 
Image Classification (F16)
100% 773
144.6 IPS
 
Image Classification (I8)
97% 1346
251.9 IPS
 
Image Segmentation (F32)
100% 672
11.2 IPS
 
Image Segmentation (F16)
100% 850
14.2 IPS
 
Image Segmentation (I8)
98% 1254
20.9 IPS
 
Pose Estimation (F32)
100% 1894
2.29 IPS
 
Pose Estimation (F16)
100% 7013
8.49 IPS
 
Pose Estimation (I8)
100% 11176
13.5 IPS
 
Object Detection (F32)
100% 454
33.9 IPS
 
Object Detection (F16)
99% 675
50.4 IPS
 
Object Detection (I8)
59% 1114
83.2 IPS
 
Face Detection (F32)
100% 1263
15.0 IPS
 
Face Detection (F16)
97% 1586
18.9 IPS
 
Face Detection (I8)
88% 3460
41.1 IPS
 
Depth Estimation (F32)
100% 510
3.95 IPS
 
Depth Estimation (F16)
100% 581
4.51 IPS
 
Depth Estimation (I8)
82% 7640
59.3 IPS
 
Style Transfer (F32)
100% 777
1.02 IPS
 
Style Transfer (F16)
100% 814
1.07 IPS
 
Style Transfer (I8)
98% 3703
4.87 IPS
 
Image Super-Resolution (F32)
100% 976
34.9 IPS
 
Image Super-Resolution (F16)
100% 2440
87.1 IPS
 
Image Super-Resolution (I8)
98% 5590
199.6 IPS
 
Text Classification (F32)
64% 7
9.96 IPS
 
Text Classification (F16)
64% 7
10.3 IPS
 
Text Classification (I8)
92% 96
137.8 IPS
 
Machine Translation (F32)
100% 212
3.89 IPS
 
Machine Translation (F16)
100% 353
6.49 IPS
 
Machine Translation (I8)
58% 319
5.88 IPS
 

Compare

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