Upload Date | July 25 2024 10:35 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy Tab S6 |
Model ID | samsung SM-T860 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.32 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
203
38.0 IPS |
|
Image Classification (F16)
|
100% |
342
64.1 IPS |
|
Image Classification (I8)
|
97% |
370
69.1 IPS |
|
Image Segmentation (F32)
|
100% |
271
4.53 IPS |
|
Image Segmentation (F16)
|
100% |
521
8.70 IPS |
|
Image Segmentation (I8)
|
98% |
504
8.41 IPS |
|
Pose Estimation (F32)
|
100% |
417
0.51 IPS |
|
Pose Estimation (F16)
|
100% |
313
0.38 IPS |
|
Pose Estimation (I8)
|
100% |
314
0.38 IPS |
|
Object Detection (F32)
|
100% |
183
13.7 IPS |
|
Object Detection (F16)
|
100% |
272
20.3 IPS |
|
Object Detection (I8)
|
62% |
292
21.8 IPS |
|
Face Detection (F32)
|
100% |
511
6.08 IPS |
|
Face Detection (F16)
|
97% |
1074
12.8 IPS |
|
Face Detection (I8)
|
87% |
1153
13.7 IPS |
|
Depth Estimation (F32)
|
100% |
466
3.62 IPS |
|
Depth Estimation (F16)
|
100% |
903
7.00 IPS |
|
Depth Estimation (I8)
|
95% |
918
7.12 IPS |
|
Style Transfer (F32)
|
100% |
930
1.22 IPS |
|
Style Transfer (F16)
|
100% |
2308
3.04 IPS |
|
Style Transfer (I8)
|
98% |
2302
3.03 IPS |
|
Image Super-Resolution (F32)
|
100% |
237
8.47 IPS |
|
Image Super-Resolution (F16)
|
100% |
451
16.1 IPS |
|
Image Super-Resolution (I8)
|
98% |
447
16.0 IPS |
|
Text Classification (F32)
|
100% |
187
268.8 IPS |
|
Text Classification (F16)
|
100% |
187
268.2 IPS |
|
Text Classification (I8)
|
92% |
318
457.1 IPS |
|
Machine Translation (F32)
|
100% |
343
6.32 IPS |
|
Machine Translation (F16)
|
100% |
338
6.22 IPS |
|
Machine Translation (I8)
|
64% |
376
6.91 IPS |