Upload Date | August 16 2024 03:47 PM |
Views | 9 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3070 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. X570 AORUS PRO |
Motherboard | Gigabyte Technology Co., Ltd. X570 AORUS PRO |
Power Plan | AMD Ryzen Balanced |
CPU Information | |
---|---|
Name | AMD Ryzen 7 3800X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 23 Model 113 Stepping 0 |
Base Frequency | 3.89 GHz |
Cluster 1 | 8 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
7370
1.37 KIPS |
|
Image Classification (HP)
|
99% |
11451
2.14 KIPS |
|
Image Classification (Q)
|
100% |
5206
968.2 IPS |
|
Image Segmentation (SP)
|
100% |
11875
192.5 IPS |
|
Image Segmentation (HP)
|
100% |
17285
280.2 IPS |
|
Image Segmentation (Q)
|
98% |
9384
152.6 IPS |
|
Pose Estimation (SP)
|
100% |
107085
125.0 IPS |
|
Pose Estimation (HP)
|
100% |
300546
350.7 IPS |
|
Pose Estimation (Q)
|
97% |
86434
101.2 IPS |
|
Object Detection (SP)
|
100% |
9508
754.2 IPS |
|
Object Detection (HP)
|
100% |
14805
1.17 KIPS |
|
Object Detection (Q)
|
88% |
6886
552.2 IPS |
|
Face Detection (SP)
|
100% |
19602
232.9 IPS |
|
Face Detection (HP)
|
100% |
30871
366.8 IPS |
|
Face Detection (Q)
|
97% |
14277
170.2 IPS |
|
Depth Estimation (SP)
|
100% |
42701
329.0 IPS |
|
Depth Estimation (HP)
|
99% |
80228
618.1 IPS |
|
Depth Estimation (Q)
|
75% |
28520
230.7 IPS |
|
Style Transfer (SP)
|
100% |
181311
233.1 IPS |
|
Style Transfer (HP)
|
100% |
434524
558.6 IPS |
|
Style Transfer (Q)
|
98% |
138510
178.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
31265
1.15 KIPS |
|
Image Super-Resolution (HP)
|
100% |
41896
1.55 KIPS |
|
Image Super-Resolution (Q)
|
99% |
18259
676.1 IPS |
|
Text Classification (SP)
|
100% |
2809
3.75 KIPS |
|
Text Classification (HP)
|
100% |
2320
3.10 KIPS |
|
Text Classification (Q)
|
97% |
1515
2.03 KIPS |
|
Machine Translation (SP)
|
100% |
3676
63.3 IPS |
|
Machine Translation (HP)
|
100% |
3697
63.7 IPS |
|
Machine Translation (Q)
|
60% |
1283
28.6 IPS |