User | nimblebits |
Upload Date | August 26 2024 10:24 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASRock Z790 PG Lightning |
Motherboard | ASRock Z790 PG Lightning |
Power Plan | High performance |
CPU Information | |
---|---|
Name | Intel Core i5-13600K |
Topology | 1 Processor, 14 Cores, 20 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.50 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 10 |
L1 Data Cache | 48.0 KB x 10 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce GTX 1080 Ti |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3677
688.1 IPS |
|
Image Classification (F16)
|
100% |
3778
706.9 IPS |
|
Image Classification (I8)
|
100% |
2953
552.7 IPS |
|
Image Segmentation (F32)
|
100% |
7070
118.1 IPS |
|
Image Segmentation (F16)
|
100% |
6915
115.5 IPS |
|
Image Segmentation (I8)
|
98% |
5417
90.5 IPS |
|
Pose Estimation (F32)
|
100% |
93909
113.7 IPS |
|
Pose Estimation (F16)
|
100% |
88354
107.0 IPS |
|
Pose Estimation (I8)
|
100% |
66753
80.8 IPS |
|
Object Detection (F32)
|
100% |
3623
270.4 IPS |
|
Object Detection (F16)
|
100% |
3627
270.7 IPS |
|
Object Detection (I8)
|
61% |
3065
228.8 IPS |
|
Face Detection (F32)
|
100% |
8284
98.5 IPS |
|
Face Detection (F16)
|
100% |
8261
98.2 IPS |
|
Face Detection (I8)
|
89% |
6389
76.0 IPS |
|
Depth Estimation (F32)
|
100% |
27443
212.8 IPS |
|
Depth Estimation (F16)
|
100% |
27382
212.3 IPS |
|
Depth Estimation (I8)
|
95% |
19429
150.7 IPS |
|
Style Transfer (F32)
|
100% |
151208
198.9 IPS |
|
Style Transfer (F16)
|
100% |
152110
200.1 IPS |
|
Style Transfer (I8)
|
98% |
106232
139.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
26115
932.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
25229
901.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
14210
507.5 IPS |
|
Text Classification (F32)
|
100% |
1544
2.22 KIPS |
|
Text Classification (F16)
|
100% |
1667
2.40 KIPS |
|
Text Classification (I8)
|
98% |
1093
1.57 KIPS |
|
Machine Translation (F32)
|
100% |
3055
56.2 IPS |
|
Machine Translation (F16)
|
100% |
3074
56.6 IPS |
|
Machine Translation (I8)
|
70% |
1651
30.4 IPS |