Upload Date | January 23 2024 09:46 AM |
Views | 2 |
System Information | |
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Operating System | Windows 10 (64-bit) |
Model | Intel 8850 EmETXe-i91M0 |
Motherboard | Default string Default string |
CPU Information | |
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Name | Intel Core i7-8850H |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 158 Stepping 10 |
Base Frequency | 2.59 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 256 KB x 6 |
L3 Cache | 9.00 MB x 1 |
Memory Information | |
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Size | 8.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | DirectML |
Device | NVIDIA RTX A2000 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3997
748.0 IPS |
|
Image Classification (F16)
|
100% |
4077
762.9 IPS |
|
Image Classification (I8)
|
100% |
3106
581.2 IPS |
|
Image Segmentation (F32)
|
100% |
4065
67.9 IPS |
|
Image Segmentation (F16)
|
100% |
4382
73.2 IPS |
|
Image Segmentation (I8)
|
98% |
3671
61.3 IPS |
|
Pose Estimation (F32)
|
100% |
42102
51.0 IPS |
|
Pose Estimation (F16)
|
100% |
41543
50.3 IPS |
|
Pose Estimation (I8)
|
100% |
34823
42.2 IPS |
|
Object Detection (F32)
|
100% |
2326
173.7 IPS |
|
Object Detection (F16)
|
100% |
2255
168.3 IPS |
|
Object Detection (I8)
|
61% |
2109
157.4 IPS |
|
Face Detection (F32)
|
100% |
9764
116.1 IPS |
|
Face Detection (F16)
|
100% |
10094
120.0 IPS |
|
Face Detection (I8)
|
89% |
8045
95.7 IPS |
|
Depth Estimation (F32)
|
100% |
19941
154.6 IPS |
|
Depth Estimation (F16)
|
100% |
21962
170.3 IPS |
|
Depth Estimation (I8)
|
95% |
17843
138.4 IPS |
|
Style Transfer (F32)
|
100% |
70081
92.2 IPS |
|
Style Transfer (F16)
|
100% |
70148
92.3 IPS |
|
Style Transfer (I8)
|
98% |
57789
76.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
13479
481.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
13512
482.6 IPS |
|
Image Super-Resolution (I8)
|
99% |
8945
319.5 IPS |
|
Text Classification (F32)
|
100% |
1171
1.68 KIPS |
|
Text Classification (F16)
|
100% |
1499
2.15 KIPS |
|
Text Classification (I8)
|
98% |
965
1.39 KIPS |
|
Machine Translation (F32)
|
100% |
1925
35.4 IPS |
|
Machine Translation (F16)
|
100% |
1919
35.3 IPS |
|
Machine Translation (I8)
|
70% |
1133
20.8 IPS |