| Upload Date | June 04 2023 11:35 AM |
| Views | 4 |
| System Information | |
|---|---|
| Operating System | Android 13 |
| Model | samsung SM-X700 |
| Model ID | samsung SM-X700 |
| Motherboard | taro |
| Governor | walt |
| CPU Information | |
|---|---|
| Name | ARM ARMv8 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
| Base Frequency | 1.78 GHz |
| Cluster 1 | 4 Cores @ 1.79 GHz |
| Cluster 2 | 3 Cores @ 2.50 GHz |
| Cluster 3 | 1 Core @ 3.00 GHz |
| Memory Information | |
|---|---|
| Size | 7.13 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
468
50.1 IPS |
|
|
Image Classification (F16)
|
100% |
474
50.7 IPS |
|
|
Image Classification (I8)
|
81% |
179
19.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
717
4.43 IPS |
|
|
Image Segmentation (F16)
|
100% |
705
4.36 IPS |
|
|
Image Segmentation (I8)
|
89% |
929
5.74 IPS |
|
|
Pose Estimation (F32)
|
100% |
284
1.15 IPS |
|
|
Pose Estimation (F16)
|
100% |
263
1.07 IPS |
|
|
Pose Estimation (I8)
|
80% |
229
0.93 IPS |
|
|
Object Detection (F32)
|
100% |
451
15.8 IPS |
|
|
Object Detection (F16)
|
100% |
457
16.0 IPS |
|
|
Object Detection (I8)
|
52% |
281
9.85 IPS |
|
|
Face Detection (F32)
|
100% |
741
8.51 IPS |
|
|
Face Detection (F16)
|
100% |
719
8.26 IPS |
|
|
Face Detection (I8)
|
75% |
522
5.99 IPS |
|
|
Text Classification (F32)
|
100% |
344
136.1 IPS |
|
|
Text Classification (F16)
|
100% |
341
134.8 IPS |
|
|
Machine Translation (F32)
|
100% |
1049
161.6 IPS |
|
|
Machine Translation (F16)
|
100% |
1018
157.0 IPS |