User | monopuerco |
Upload Date | August 15 2024 05:39 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% |
2269
424.5 IPS |
|
Image Classification (F16)
|
100% |
2300
430.4 IPS |
|
Image Classification (I8)
|
100% |
1924
360.0 IPS |
|
Image Segmentation (F32)
|
100% |
4856
81.1 IPS |
|
Image Segmentation (F16)
|
100% |
5016
83.8 IPS |
|
Image Segmentation (I8)
|
98% |
3983
66.5 IPS |
|
Pose Estimation (F32)
|
100% |
59637
72.2 IPS |
|
Pose Estimation (F16)
|
100% |
57097
69.1 IPS |
|
Pose Estimation (I8)
|
100% |
45263
54.8 IPS |
|
Object Detection (F32)
|
100% |
2249
167.9 IPS |
|
Object Detection (F16)
|
100% |
2271
169.6 IPS |
|
Object Detection (I8)
|
61% |
2044
152.6 IPS |
|
Face Detection (F32)
|
100% |
5328
63.3 IPS |
|
Face Detection (F16)
|
100% |
5588
66.4 IPS |
|
Face Detection (I8)
|
89% |
4521
53.8 IPS |
|
Depth Estimation (F32)
|
100% |
19257
149.3 IPS |
|
Depth Estimation (F16)
|
100% |
19209
149.0 IPS |
|
Depth Estimation (I8)
|
95% |
14881
115.4 IPS |
|
Style Transfer (F32)
|
100% |
105378
138.6 IPS |
|
Style Transfer (F16)
|
100% |
105398
138.6 IPS |
|
Style Transfer (I8)
|
98% |
75706
99.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
17558
627.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
17546
626.6 IPS |
|
Image Super-Resolution (I8)
|
99% |
10727
383.1 IPS |
|
Text Classification (F32)
|
100% |
1319
1.90 KIPS |
|
Text Classification (F16)
|
100% |
1320
1.90 KIPS |
|
Text Classification (I8)
|
98% |
892
1.28 KIPS |
|
Machine Translation (F32)
|
100% |
2493
45.9 IPS |
|
Machine Translation (F16)
|
100% |
2559
47.1 IPS |
|
Machine Translation (I8)
|
70% |
1427
26.3 IPS |