Upload Date | August 15 2024 07:30 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | ASUSTeK COMPUTER INC. ROG Zephyrus G16 GA605WV_GA605WV |
Motherboard | ASUSTeK COMPUTER INC. GA605WV |
Power Plan | Performance |
CPU Information | |
---|---|
Name | AMD Ryzen AI 9 HX 370 w/ Radeon 890M |
Topology | 1 Processor, 12 Cores, 24 Threads |
Identifier | AuthenticAMD Family 26 Model 36 Stepping 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 12 |
L1 Data Cache | 48.0 KB x 12 |
L2 Cache | 1.00 MB x 12 |
L3 Cache | 16.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4060 Laptop GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6096
1.14 KIPS |
|
Image Classification (F16)
|
100% |
6285
1.18 KIPS |
|
Image Classification (I8)
|
100% |
5637
1.05 KIPS |
|
Image Segmentation (F32)
|
100% |
9216
153.9 IPS |
|
Image Segmentation (F16)
|
100% |
9152
152.8 IPS |
|
Image Segmentation (I8)
|
98% |
8376
139.9 IPS |
|
Pose Estimation (F32)
|
100% |
62662
75.9 IPS |
|
Pose Estimation (F16)
|
100% |
63832
77.3 IPS |
|
Pose Estimation (I8)
|
100% |
57333
69.4 IPS |
|
Object Detection (F32)
|
100% |
4168
311.1 IPS |
|
Object Detection (F16)
|
100% |
4787
357.4 IPS |
|
Object Detection (I8)
|
61% |
4059
303.0 IPS |
|
Face Detection (F32)
|
100% |
16765
199.3 IPS |
|
Face Detection (F16)
|
100% |
17664
210.0 IPS |
|
Face Detection (I8)
|
89% |
14698
174.8 IPS |
|
Depth Estimation (F32)
|
100% |
35810
277.7 IPS |
|
Depth Estimation (F16)
|
100% |
35308
273.8 IPS |
|
Depth Estimation (I8)
|
94% |
23599
183.0 IPS |
|
Style Transfer (F32)
|
100% |
97997
128.9 IPS |
|
Style Transfer (F16)
|
100% |
101201
133.1 IPS |
|
Style Transfer (I8)
|
98% |
92095
121.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
21297
760.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
20199
721.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
15825
565.2 IPS |
|
Text Classification (F32)
|
100% |
2291
3.29 KIPS |
|
Text Classification (F16)
|
100% |
2340
3.36 KIPS |
|
Text Classification (I8)
|
98% |
1360
1.95 KIPS |
|
Machine Translation (F32)
|
100% |
3755
69.1 IPS |
|
Machine Translation (F16)
|
100% |
3645
67.1 IPS |
|
Machine Translation (I8)
|
70% |
1913
35.2 IPS |