Upload Date | March 16 2025 07:25 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 14 |
Model | motorola moto g54 5G |
Model ID | motorola moto g54 5G |
Motherboard | cancunf |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.20 GHz |
Memory Information | |
---|---|
Size | 7.43 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
181
33.8 IPS |
|
Image Classification (F16)
|
97% |
340
63.7 IPS |
|
Image Classification (I8)
|
97% |
12
2.17 IPS |
|
Image Segmentation (F32)
|
100% |
243
4.06 IPS |
|
Image Segmentation (F16)
|
100% |
611
10.2 IPS |
|
Image Segmentation (I8)
|
98% |
13
0.21 IPS |
|
Pose Estimation (F32)
|
100% |
1003
1.22 IPS |
|
Pose Estimation (F16)
|
100% |
2187
2.65 IPS |
|
Pose Estimation (I8)
|
80% |
1037
1.26 IPS |
|
Object Detection (F32)
|
100% |
170
12.7 IPS |
|
Object Detection (F16)
|
100% |
316
23.6 IPS |
|
Object Detection (I8)
|
51% |
16
1.22 IPS |
|
Face Detection (F32)
|
100% |
581
6.90 IPS |
|
Face Detection (F16)
|
97% |
1084
12.9 IPS |
|
Face Detection (I8)
|
87% |
19
0.23 IPS |
|
Depth Estimation (F32)
|
98% |
671
5.20 IPS |
|
Depth Estimation (F16)
|
98% |
1513
11.7 IPS |
|
Depth Estimation (I8)
|
93% |
104
0.81 IPS |
|
Style Transfer (F32)
|
99% |
879
1.16 IPS |
|
Style Transfer (F16)
|
99% |
1204
1.58 IPS |
|
Style Transfer (I8)
|
98% |
1625
2.14 IPS |
|
Image Super-Resolution (F32)
|
98% |
453
16.2 IPS |
|
Image Super-Resolution (F16)
|
0
|
||
Image Super-Resolution (I8)
|
98% |
439
15.7 IPS |
|
Text Classification (F32)
|
36% |
37
52.5 IPS |
|
Text Classification (F16)
|
36% |
33
47.5 IPS |
|
Text Classification (I8)
|
94% |
58
83.9 IPS |
|
Machine Translation (F32)
|
100% |
141
2.60 IPS |
|
Machine Translation (F16)
|
100% |
224
4.13 IPS |
|
Machine Translation (I8)
|
57% |
156
2.86 IPS |