Upload Date | October 15 2024 01:32 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | GIGABYTE G6 MF |
Motherboard | GIGABYTE G6 MF |
Power Plan | Balanced |
CPU Information | |
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Name | Intel Core i7-13620H |
Topology | 1 Processor, 10 Cores, 16 Threads |
Identifier | GenuineIntel Family 6 Model 186 Stepping 2 |
Base Frequency | 2.40 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 8 |
L1 Data Cache | 48.0 KB x 8 |
L2 Cache | 1.25 MB x 2 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4050 Laptop GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4856
908.7 IPS |
|
Image Classification (F16)
|
100% |
4947
925.8 IPS |
|
Image Classification (I8)
|
100% |
4080
763.4 IPS |
|
Image Segmentation (F32)
|
100% |
6966
116.3 IPS |
|
Image Segmentation (F16)
|
100% |
6435
107.5 IPS |
|
Image Segmentation (I8)
|
98% |
5941
99.2 IPS |
|
Pose Estimation (F32)
|
100% |
55758
67.5 IPS |
|
Pose Estimation (F16)
|
100% |
55663
67.4 IPS |
|
Pose Estimation (I8)
|
100% |
50306
60.9 IPS |
|
Object Detection (F32)
|
100% |
4254
317.6 IPS |
|
Object Detection (F16)
|
100% |
4289
320.2 IPS |
|
Object Detection (I8)
|
61% |
3961
295.7 IPS |
|
Face Detection (F32)
|
100% |
14058
167.2 IPS |
|
Face Detection (F16)
|
100% |
12250
145.7 IPS |
|
Face Detection (I8)
|
89% |
10617
126.2 IPS |
|
Depth Estimation (F32)
|
100% |
26117
202.5 IPS |
|
Depth Estimation (F16)
|
100% |
23630
183.2 IPS |
|
Depth Estimation (I8)
|
95% |
23740
184.1 IPS |
|
Style Transfer (F32)
|
100% |
111337
146.5 IPS |
|
Style Transfer (F16)
|
100% |
89335
117.5 IPS |
|
Style Transfer (I8)
|
98% |
84509
111.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
18629
665.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
17852
637.6 IPS |
|
Image Super-Resolution (I8)
|
99% |
14519
518.5 IPS |
|
Text Classification (F32)
|
100% |
1994
2.87 KIPS |
|
Text Classification (F16)
|
100% |
1825
2.62 KIPS |
|
Text Classification (I8)
|
98% |
1152
1.66 KIPS |
|
Machine Translation (F32)
|
100% |
2940
54.1 IPS |
|
Machine Translation (F16)
|
100% |
3026
55.7 IPS |
|
Machine Translation (I8)
|
70% |
1733
31.9 IPS |