Upload Date | October 22 2024 08:47 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Generic |
Motherboard | ASRock X299 Creator |
Power Plan | Balanced |
CPU Information | |
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Name | Intel Core i9-10980XE |
Topology | 1 Processor, 18 Cores, 36 Threads |
Identifier | GenuineIntel Family 6 Model 85 Stepping 7 |
Base Frequency | 3.00 GHz |
Cluster 1 | 18 Cores |
L1 Instruction Cache | 32.0 KB x 18 |
L1 Data Cache | 32.0 KB x 18 |
L2 Cache | 1.00 MB x 18 |
L3 Cache | 24.8 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3090 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4667
873.4 IPS |
|
Image Classification (F16)
|
100% |
5601
1.05 KIPS |
|
Image Classification (I8)
|
100% |
3870
724.3 IPS |
|
Image Segmentation (F32)
|
100% |
7857
131.2 IPS |
|
Image Segmentation (F16)
|
100% |
8128
135.7 IPS |
|
Image Segmentation (I8)
|
98% |
6285
105.0 IPS |
|
Pose Estimation (F32)
|
100% |
138134
167.3 IPS |
|
Pose Estimation (F16)
|
100% |
134958
163.4 IPS |
|
Pose Estimation (I8)
|
100% |
103014
124.7 IPS |
|
Object Detection (F32)
|
100% |
3854
287.7 IPS |
|
Object Detection (F16)
|
100% |
4059
303.1 IPS |
|
Object Detection (I8)
|
56% |
2091
156.1 IPS |
|
Face Detection (F32)
|
100% |
16970
201.8 IPS |
|
Face Detection (F16)
|
100% |
16599
197.4 IPS |
|
Face Detection (I8)
|
89% |
12936
153.8 IPS |
|
Depth Estimation (F32)
|
100% |
41322
320.5 IPS |
|
Depth Estimation (F16)
|
100% |
43015
333.6 IPS |
|
Depth Estimation (I8)
|
94% |
27975
216.9 IPS |
|
Style Transfer (F32)
|
100% |
205453
270.3 IPS |
|
Style Transfer (F16)
|
100% |
221909
291.9 IPS |
|
Style Transfer (I8)
|
98% |
157364
207.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
26781
956.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
31798
1.14 KIPS |
|
Image Super-Resolution (I8)
|
99% |
18176
649.1 IPS |
|
Text Classification (F32)
|
100% |
1708
2.45 KIPS |
|
Text Classification (F16)
|
100% |
1592
2.29 KIPS |
|
Text Classification (I8)
|
98% |
912
1.31 KIPS |
|
Machine Translation (F32)
|
100% |
1966
36.2 IPS |
|
Machine Translation (F16)
|
100% |
1985
36.5 IPS |
|
Machine Translation (I8)
|
70% |
1124
20.7 IPS |