User | nimblebits |
Upload Date | August 26 2024 11:49 AM |
Views | 4 |
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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2501
468.1 IPS |
|
Image Classification (F16)
|
100% |
2488
465.6 IPS |
|
Image Classification (I8)
|
99% |
4275
799.9 IPS |
|
Image Segmentation (F32)
|
100% |
2095
35.0 IPS |
|
Image Segmentation (F16)
|
100% |
2074
34.6 IPS |
|
Image Segmentation (I8)
|
98% |
3231
54.0 IPS |
|
Pose Estimation (F32)
|
100% |
7761
9.40 IPS |
|
Pose Estimation (F16)
|
100% |
8022
9.71 IPS |
|
Pose Estimation (I8)
|
100% |
26489
32.1 IPS |
|
Object Detection (F32)
|
100% |
2101
156.9 IPS |
|
Object Detection (F16)
|
100% |
2395
178.8 IPS |
|
Object Detection (I8)
|
62% |
2332
174.1 IPS |
|
Face Detection (F32)
|
100% |
4194
49.9 IPS |
|
Face Detection (F16)
|
100% |
3859
45.9 IPS |
|
Face Detection (I8)
|
89% |
4695
55.8 IPS |
|
Depth Estimation (F32)
|
100% |
9211
71.4 IPS |
|
Depth Estimation (F16)
|
100% |
9350
72.5 IPS |
|
Depth Estimation (I8)
|
96% |
15866
123.0 IPS |
|
Style Transfer (F32)
|
100% |
18979
25.0 IPS |
|
Style Transfer (F16)
|
100% |
19010
25.0 IPS |
|
Style Transfer (I8)
|
98% |
23844
31.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
4062
145.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
4296
153.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
5527
197.4 IPS |
|
Text Classification (F32)
|
100% |
1800
2.59 KIPS |
|
Text Classification (F16)
|
100% |
1780
2.56 KIPS |
|
Text Classification (I8)
|
98% |
586
841.6 IPS |
|
Machine Translation (F32)
|
100% |
2231
41.1 IPS |
|
Machine Translation (F16)
|
100% |
2260
41.6 IPS |
|
Machine Translation (I8)
|
67% |
3184
58.6 IPS |