User | monopuerco |
Upload Date | August 15 2024 05:44 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Generic |
Motherboard | ASRock Z370 Killer SLI/ac |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i5-8600K |
Topology | 1 Processor, 6 Cores |
Identifier | GenuineIntel Family 6 Model 158 Stepping 10 |
Base Frequency | 3.60 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 3 |
L1 Data Cache | 32.0 KB x 3 |
L2 Cache | 256 KB x 3 |
L3 Cache | 9.00 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce GTX 1070 Ti |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2325
435.1 IPS |
|
Image Classification (F16)
|
100% |
2349
439.6 IPS |
|
Image Classification (I8)
|
100% |
1947
364.3 IPS |
|
Image Segmentation (F32)
|
100% |
4930
82.3 IPS |
|
Image Segmentation (F16)
|
100% |
4789
80.0 IPS |
|
Image Segmentation (I8)
|
98% |
4001
66.8 IPS |
|
Pose Estimation (F32)
|
100% |
60542
73.3 IPS |
|
Pose Estimation (F16)
|
100% |
60529
73.3 IPS |
|
Pose Estimation (I8)
|
100% |
46116
55.8 IPS |
|
Object Detection (F32)
|
100% |
2128
158.8 IPS |
|
Object Detection (F16)
|
100% |
2129
159.0 IPS |
|
Object Detection (I8)
|
61% |
1322
98.7 IPS |
|
Face Detection (F32)
|
100% |
5867
69.8 IPS |
|
Face Detection (F16)
|
100% |
5934
70.6 IPS |
|
Face Detection (I8)
|
89% |
5029
59.8 IPS |
|
Depth Estimation (F32)
|
100% |
19625
152.2 IPS |
|
Depth Estimation (F16)
|
100% |
20337
157.7 IPS |
|
Depth Estimation (I8)
|
95% |
15678
121.6 IPS |
|
Style Transfer (F32)
|
100% |
109942
144.6 IPS |
|
Style Transfer (F16)
|
100% |
107418
141.3 IPS |
|
Style Transfer (I8)
|
98% |
79432
104.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
18463
659.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
18097
646.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
11336
404.9 IPS |
|
Text Classification (F32)
|
100% |
1479
2.13 KIPS |
|
Text Classification (F16)
|
100% |
1490
2.14 KIPS |
|
Text Classification (I8)
|
98% |
900
1.29 KIPS |
|
Machine Translation (F32)
|
100% |
2605
47.9 IPS |
|
Machine Translation (F16)
|
100% |
2654
48.8 IPS |
|
Machine Translation (I8)
|
70% |
1447
26.6 IPS |