User | 46fy45 |
Upload Date | January 31 2025 07:32 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 (64-bit) |
Model | Gigabyte Technology Co., Ltd. X570 GAMING X |
Motherboard | Gigabyte Technology Co., Ltd. X570 GAMING X |
CPU Information | |
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Name | AMD Ryzen 5 5600X |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | AuthenticAMD Family 25 Model 33 Stepping 0 |
Base Frequency | 3.70 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 512 KB x 6 |
L3 Cache | 32.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3080 Ti |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
8602
1.61 KIPS |
|
Image Classification (F16)
|
100% |
8709
1.63 KIPS |
|
Image Classification (I8)
|
100% |
5800
1.09 KIPS |
|
Image Segmentation (F32)
|
100% |
12801
213.8 IPS |
|
Image Segmentation (F16)
|
100% |
12318
205.7 IPS |
|
Image Segmentation (I8)
|
98% |
9339
156.0 IPS |
|
Pose Estimation (F32)
|
100% |
160513
194.4 IPS |
|
Pose Estimation (F16)
|
100% |
160099
193.9 IPS |
|
Pose Estimation (I8)
|
100% |
117325
142.1 IPS |
|
Object Detection (F32)
|
100% |
5498
410.5 IPS |
|
Object Detection (F16)
|
100% |
5384
401.9 IPS |
|
Object Detection (I8)
|
56% |
4352
324.9 IPS |
|
Face Detection (F32)
|
100% |
26494
315.0 IPS |
|
Face Detection (F16)
|
100% |
28301
336.5 IPS |
|
Face Detection (I8)
|
89% |
18681
222.1 IPS |
|
Depth Estimation (F32)
|
100% |
56818
440.6 IPS |
|
Depth Estimation (F16)
|
100% |
49961
387.4 IPS |
|
Depth Estimation (I8)
|
94% |
31287
242.6 IPS |
|
Style Transfer (F32)
|
100% |
233081
306.6 IPS |
|
Style Transfer (F16)
|
100% |
237074
311.9 IPS |
|
Style Transfer (I8)
|
98% |
170124
223.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
33031
1.18 KIPS |
|
Image Super-Resolution (F16)
|
100% |
32867
1.17 KIPS |
|
Image Super-Resolution (I8)
|
99% |
19377
692.0 IPS |
|
Text Classification (F32)
|
100% |
2255
3.24 KIPS |
|
Text Classification (F16)
|
100% |
2200
3.16 KIPS |
|
Text Classification (I8)
|
98% |
1126
1.62 KIPS |
|
Machine Translation (F32)
|
100% |
3507
64.5 IPS |
|
Machine Translation (F16)
|
100% |
3620
66.6 IPS |
|
Machine Translation (I8)
|
70% |
1601
29.5 IPS |