Upload Date | January 10 2024 06:18 PM |
Views | 11 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASUS System Product Name |
Motherboard | ASUSTeK COMPUTER INC. ProArt Z790-CREATOR WIFI |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i9-13900K |
Topology | 1 Processor, 24 Cores, 32 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.00 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 16 Cores |
L1 Instruction Cache | 64.0 KB x 16 |
L1 Data Cache | 32.0 KB x 16 |
L2 Cache | 4.00 MB x 4 |
L3 Cache | 36.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | AMD Radeon RX 7900 XTX |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
14158
2.65 KIPS |
|
Image Classification (F16)
|
100% |
14126
2.64 KIPS |
|
Image Classification (I8)
|
100% |
12298
2.30 KIPS |
|
Image Segmentation (F32)
|
100% |
14308
239.0 IPS |
|
Image Segmentation (F16)
|
100% |
13992
233.7 IPS |
|
Image Segmentation (I8)
|
98% |
12761
213.1 IPS |
|
Pose Estimation (F32)
|
100% |
171825
208.1 IPS |
|
Pose Estimation (F16)
|
100% |
172424
208.8 IPS |
|
Pose Estimation (I8)
|
100% |
161806
195.9 IPS |
|
Object Detection (F32)
|
100% |
3772
281.6 IPS |
|
Object Detection (F16)
|
100% |
3758
280.6 IPS |
|
Object Detection (I8)
|
56% |
3571
266.6 IPS |
|
Face Detection (F32)
|
100% |
39292
467.2 IPS |
|
Face Detection (F16)
|
100% |
39298
467.3 IPS |
|
Face Detection (I8)
|
88% |
34343
408.3 IPS |
|
Depth Estimation (F32)
|
100% |
46959
364.2 IPS |
|
Depth Estimation (F16)
|
100% |
59817
463.9 IPS |
|
Depth Estimation (I8)
|
95% |
38857
301.3 IPS |
|
Style Transfer (F32)
|
100% |
276667
363.9 IPS |
|
Style Transfer (F16)
|
100% |
272639
358.6 IPS |
|
Style Transfer (I8)
|
98% |
235887
310.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
30002
1.07 KIPS |
|
Image Super-Resolution (F16)
|
100% |
30252
1.08 KIPS |
|
Image Super-Resolution (I8)
|
99% |
24436
872.7 IPS |
|
Text Classification (F32)
|
100% |
4006
5.76 KIPS |
|
Text Classification (F16)
|
100% |
4153
5.97 KIPS |
|
Text Classification (I8)
|
98% |
2830
4.07 KIPS |
|
Machine Translation (F32)
|
100% |
3752
69.0 IPS |
|
Machine Translation (F16)
|
100% |
3710
68.3 IPS |
|
Machine Translation (I8)
|
70% |
2683
49.4 IPS |