Upload Date | February 06 2025 07:47 AM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASUSTeK COMPUTER INC. ROG Zephyrus G16 GA605WI_GA605WI |
Motherboard | ASUSTeK COMPUTER INC. GA605WI |
Power Plan | Balanced |
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 | 5.33 MB x 3 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4070 Laptop GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7988
1.49 KIPS |
|
Image Classification (F16)
|
100% |
7988
1.49 KIPS |
|
Image Classification (I8)
|
100% |
7012
1.31 KIPS |
|
Image Segmentation (F32)
|
100% |
9733
162.6 IPS |
|
Image Segmentation (F16)
|
100% |
9899
165.3 IPS |
|
Image Segmentation (I8)
|
98% |
9043
151.0 IPS |
|
Pose Estimation (F32)
|
100% |
75534
91.5 IPS |
|
Pose Estimation (F16)
|
100% |
76922
93.1 IPS |
|
Pose Estimation (I8)
|
100% |
69850
84.6 IPS |
|
Object Detection (F32)
|
100% |
4583
342.2 IPS |
|
Object Detection (F16)
|
100% |
4413
329.5 IPS |
|
Object Detection (I8)
|
63% |
4093
305.6 IPS |
|
Face Detection (F32)
|
100% |
16228
193.0 IPS |
|
Face Detection (F16)
|
100% |
17236
204.9 IPS |
|
Face Detection (I8)
|
89% |
13045
155.1 IPS |
|
Depth Estimation (F32)
|
100% |
26408
204.8 IPS |
|
Depth Estimation (F16)
|
100% |
26574
206.1 IPS |
|
Depth Estimation (I8)
|
95% |
24761
192.0 IPS |
|
Style Transfer (F32)
|
100% |
117760
154.9 IPS |
|
Style Transfer (F16)
|
100% |
118255
155.6 IPS |
|
Style Transfer (I8)
|
98% |
102294
134.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
24811
886.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
24921
890.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
14916
532.7 IPS |
|
Text Classification (F32)
|
100% |
2172
3.12 KIPS |
|
Text Classification (F16)
|
100% |
2159
3.10 KIPS |
|
Text Classification (I8)
|
98% |
1308
1.88 KIPS |
|
Machine Translation (F32)
|
100% |
3915
72.1 IPS |
|
Machine Translation (F16)
|
100% |
3940
72.5 IPS |
|
Machine Translation (I8)
|
70% |
1816
33.4 IPS |