User | 46fy45 |
Upload Date | October 24 2024 07:29 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 (64-bit) |
Model | YJKC Corporation vBOOK Plus |
Motherboard | YJKC Corporation. vBOOK Plus |
CPU Information | |
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Name | Intel Core i7-7500U |
Topology | 1 Processor, 2 Cores, 4 Threads |
Identifier | GenuineIntel Family 6 Model 142 Stepping 9 |
Base Frequency | 2.90 GHz |
Cluster 1 | 2 Cores |
L1 Instruction Cache | 32.0 KB x 2 |
L1 Data Cache | 32.0 KB x 2 |
L2 Cache | 256 KB x 2 |
L3 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | DirectML |
Device | Intel(R) HD Graphics 620 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
157
29.4 IPS |
|
Image Classification (F16)
|
100% |
144
26.9 IPS |
|
Image Classification (I8)
|
100% |
124
23.1 IPS |
|
Image Segmentation (F32)
|
100% |
196
3.28 IPS |
|
Image Segmentation (F16)
|
100% |
210
3.52 IPS |
|
Image Segmentation (I8)
|
98% |
182
3.05 IPS |
|
Pose Estimation (F32)
|
100% |
461
0.56 IPS |
|
Pose Estimation (F16)
|
100% |
457
0.55 IPS |
|
Pose Estimation (I8)
|
100% |
452
0.55 IPS |
|
Object Detection (F32)
|
100% |
166
12.4 IPS |
|
Object Detection (F16)
|
100% |
166
12.4 IPS |
|
Object Detection (I8)
|
54% |
154
11.5 IPS |
|
Face Detection (F32)
|
100% |
337
4.01 IPS |
|
Face Detection (F16)
|
100% |
336
3.99 IPS |
|
Face Detection (I8)
|
89% |
277
3.29 IPS |
|
Depth Estimation (F32)
|
100% |
500
3.87 IPS |
|
Depth Estimation (F16)
|
100% |
502
3.89 IPS |
|
Depth Estimation (I8)
|
95% |
471
3.65 IPS |
|
Style Transfer (F32)
|
100% |
1006
1.32 IPS |
|
Style Transfer (F16)
|
100% |
975
1.28 IPS |
|
Style Transfer (I8)
|
98% |
917
1.21 IPS |
|
Image Super-Resolution (F32)
|
100% |
300
10.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
302
10.8 IPS |
|
Image Super-Resolution (I8)
|
99% |
266
9.51 IPS |
|
Text Classification (F32)
|
100% |
142
204.3 IPS |
|
Text Classification (F16)
|
100% |
143
206.0 IPS |
|
Text Classification (I8)
|
98% |
107
153.6 IPS |
|
Machine Translation (F32)
|
100% |
195
3.58 IPS |
|
Machine Translation (F16)
|
100% |
192
3.54 IPS |
|
Machine Translation (I8)
|
70% |
137
2.51 IPS |