Upload Date | November 09 2024 07:13 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | AMD Ryzen 9 3900X |
System Information | |
---|---|
Operating System | Pop!_OS 22.04 LTS |
Model | System manufacturer System Product Name |
Motherboard | ASUSTeK COMPUTER INC. ROG STRIX X570-E GAMING |
CPU Information | |
---|---|
Name | AMD Ryzen 9 3900X |
Topology | 1 Processor, 12 Cores, 24 Threads |
Identifier | AuthenticAMD Family 23 Model 113 Stepping 0 |
Base Frequency | 4.67 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 94.20 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
438
81.5 IPS |
|
Image Classification (HP)
|
100% |
270
50.3 IPS |
|
Image Classification (Q)
|
99% |
283
52.9 IPS |
|
Image Segmentation (SP)
|
100% |
307
4.98 IPS |
|
Image Segmentation (HP)
|
100% |
342
5.54 IPS |
|
Image Segmentation (Q)
|
98% |
512
8.32 IPS |
|
Pose Estimation (SP)
|
100% |
1393
1.63 IPS |
|
Pose Estimation (HP)
|
100% |
1330
1.55 IPS |
|
Pose Estimation (Q)
|
96% |
1557
1.82 IPS |
|
Object Detection (SP)
|
100% |
377
29.9 IPS |
|
Object Detection (HP)
|
100% |
714
56.6 IPS |
|
Object Detection (Q)
|
85% |
348
28.0 IPS |
|
Face Detection (SP)
|
100% |
577
6.86 IPS |
|
Face Detection (HP)
|
100% |
431
5.12 IPS |
|
Face Detection (Q)
|
97% |
722
8.61 IPS |
|
Depth Estimation (SP)
|
100% |
407
3.14 IPS |
|
Depth Estimation (HP)
|
99% |
539
4.15 IPS |
|
Depth Estimation (Q)
|
63% |
412
3.86 IPS |
|
Style Transfer (SP)
|
100% |
1824
2.35 IPS |
|
Style Transfer (HP)
|
100% |
1685
2.17 IPS |
|
Style Transfer (Q)
|
98% |
2265
2.92 IPS |
|
Image Super-Resolution (SP)
|
100% |
387
14.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
180
6.63 IPS |
|
Image Super-Resolution (Q)
|
97% |
389
14.4 IPS |
|
Text Classification (SP)
|
100% |
24
32.3 IPS |
|
Text Classification (HP)
|
100% |
644
860.2 IPS |
|
Text Classification (Q)
|
92% |
299
401.7 IPS |
|
Machine Translation (SP)
|
100% |
1324
22.8 IPS |
|
Machine Translation (HP)
|
100% |
1186
20.4 IPS |
|
Machine Translation (Q)
|
58% |
393
9.22 IPS |