Upload Date | November 26 2024 04:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | HUAWEI TAH-AN00 |
Model ID | HUAWEI TAH-AN00 |
Motherboard | TAH |
CPU Information | |
---|---|
Name | vendor |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 72 architecture 8 variant 1 part 3392 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 1.92 GHz |
Cluster 3 | 2 Cores @ 2.60 GHz |
Memory Information | |
---|---|
Size | 7.64 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
487
52.2 IPS |
|
Image Classification (F16)
|
100% |
612
65.5 IPS |
|
Image Classification (I8)
|
80% |
655
70.2 IPS |
|
Image Segmentation (F32)
|
100% |
1347
8.32 IPS |
|
Image Segmentation (F16)
|
100% |
2395
14.8 IPS |
|
Image Segmentation (I8)
|
89% |
2272
14.0 IPS |
|
Pose Estimation (F32)
|
100% |
323
1.31 IPS |
|
Pose Estimation (F16)
|
100% |
1612
6.52 IPS |
|
Pose Estimation (I8)
|
80% |
1606
6.50 IPS |
|
Object Detection (F32)
|
100% |
408
14.3 IPS |
|
Object Detection (F16)
|
100% |
718
25.2 IPS |
|
Object Detection (I8)
|
54% |
683
24.0 IPS |
|
Face Detection (F32)
|
100% |
1173
13.5 IPS |
|
Face Detection (F16)
|
97% |
2153
24.7 IPS |
|
Face Detection (I8)
|
75% |
1724
19.8 IPS |
|
Text Classification (F32)
|
100% |
370
146.4 IPS |
|
Text Classification (F16)
|
98% |
314
124.1 IPS |
|
Machine Translation (F32)
|
100% |
391
60.3 IPS |
|
Machine Translation (F16)
|
100% |
391
60.2 IPS |