User | noderaser |
Upload Date | December 09 2024 09:25 AM |
Views | 4 |
AI Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4070 SUPER |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. X670 AORUS ELITE AX |
Motherboard | Gigabyte Technology Co., Ltd. X670 AORUS ELITE AX |
Power Plan | High performance |
CPU Information | |
---|---|
Name | AMD Ryzen 7 7700 |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 3.80 GHz |
Cluster 1 | 8 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
11623
2.16 KIPS |
|
Image Classification (HP)
|
99% |
16824
3.14 KIPS |
|
Image Classification (Q)
|
100% |
10227
1.90 KIPS |
|
Image Segmentation (SP)
|
100% |
19033
308.5 IPS |
|
Image Segmentation (HP)
|
100% |
24318
394.2 IPS |
|
Image Segmentation (Q)
|
98% |
15537
252.6 IPS |
|
Pose Estimation (SP)
|
100% |
175558
204.8 IPS |
|
Pose Estimation (HP)
|
100% |
441948
515.7 IPS |
|
Pose Estimation (Q)
|
96% |
158230
185.4 IPS |
|
Object Detection (SP)
|
100% |
13917
1.10 KIPS |
|
Object Detection (HP)
|
100% |
21363
1.69 KIPS |
|
Object Detection (Q)
|
85% |
11825
952.0 IPS |
|
Face Detection (SP)
|
100% |
39275
466.7 IPS |
|
Face Detection (HP)
|
100% |
52462
623.4 IPS |
|
Face Detection (Q)
|
97% |
33936
404.7 IPS |
|
Depth Estimation (SP)
|
100% |
68242
525.8 IPS |
|
Depth Estimation (HP)
|
99% |
120520
931.1 IPS |
|
Depth Estimation (Q)
|
77% |
53304
426.2 IPS |
|
Style Transfer (SP)
|
100% |
310115
398.7 IPS |
|
Style Transfer (HP)
|
100% |
729346
937.6 IPS |
|
Style Transfer (Q)
|
98% |
272684
351.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
48705
1.80 KIPS |
|
Image Super-Resolution (HP)
|
100% |
62380
2.30 KIPS |
|
Image Super-Resolution (Q)
|
99% |
35530
1.32 KIPS |
|
Text Classification (SP)
|
100% |
3297
4.40 KIPS |
|
Text Classification (HP)
|
99% |
3889
5.19 KIPS |
|
Text Classification (Q)
|
97% |
2065
2.77 KIPS |
|
Machine Translation (SP)
|
100% |
5033
86.7 IPS |
|
Machine Translation (HP)
|
100% |
4950
85.3 IPS |
|
Machine Translation (Q)
|
70% |
2530
47.5 IPS |