Upload Date | October 22 2024 09:38 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Generic |
Motherboard | ASRock X299 Creator |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i9-10980XE |
Topology | 1 Processor, 18 Cores |
Identifier | GenuineIntel Family 6 Model 85 Stepping 7 |
Base Frequency | 3.00 GHz |
Cluster 1 | 18 Cores |
L1 Instruction Cache | 32.0 KB x 9 |
L1 Data Cache | 32.0 KB x 9 |
L2 Cache | 1.00 MB x 9 |
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% |
5166
966.8 IPS |
|
Image Classification (F16)
|
100% |
5367
1.00 KIPS |
|
Image Classification (I8)
|
100% |
3877
725.6 IPS |
|
Image Segmentation (F32)
|
100% |
9344
156.1 IPS |
|
Image Segmentation (F16)
|
100% |
8820
147.3 IPS |
|
Image Segmentation (I8)
|
98% |
6650
111.1 IPS |
|
Pose Estimation (F32)
|
100% |
134382
162.7 IPS |
|
Pose Estimation (F16)
|
100% |
135053
163.5 IPS |
|
Pose Estimation (I8)
|
100% |
101830
123.3 IPS |
|
Object Detection (F32)
|
100% |
3878
289.5 IPS |
|
Object Detection (F16)
|
100% |
3050
227.7 IPS |
|
Object Detection (I8)
|
56% |
2504
186.9 IPS |
|
Face Detection (F32)
|
100% |
16531
196.6 IPS |
|
Face Detection (F16)
|
100% |
16471
195.8 IPS |
|
Face Detection (I8)
|
89% |
12774
151.9 IPS |
|
Depth Estimation (F32)
|
100% |
39983
310.1 IPS |
|
Depth Estimation (F16)
|
100% |
43606
338.2 IPS |
|
Depth Estimation (I8)
|
94% |
28305
219.5 IPS |
|
Style Transfer (F32)
|
100% |
213396
280.7 IPS |
|
Style Transfer (F16)
|
100% |
211070
277.6 IPS |
|
Style Transfer (I8)
|
98% |
158324
208.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
28034
1.00 KIPS |
|
Image Super-Resolution (F16)
|
100% |
31218
1.11 KIPS |
|
Image Super-Resolution (I8)
|
99% |
16203
578.7 IPS |
|
Text Classification (F32)
|
100% |
1589
2.28 KIPS |
|
Text Classification (F16)
|
100% |
1656
2.38 KIPS |
|
Text Classification (I8)
|
98% |
902
1.30 KIPS |
|
Machine Translation (F32)
|
100% |
1952
35.9 IPS |
|
Machine Translation (F16)
|
100% |
1945
35.8 IPS |
|
Machine Translation (I8)
|
70% |
1124
20.7 IPS |