Upload Date | October 03 2024 12:17 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Dell Inc. XPS 8960 |
Motherboard | Dell Inc. 09M47G |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-14700K |
Topology | 1 Processor, 20 Cores, 28 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.40 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 12 Cores |
L1 Instruction Cache | 32.0 KB x 14 |
L1 Data Cache | 48.0 KB x 14 |
L2 Cache | 2.00 MB x 3 |
L3 Cache | 33.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2549
477.0 IPS |
|
Image Classification (F16)
|
100% |
2532
473.8 IPS |
|
Image Classification (I8)
|
99% |
4527
847.1 IPS |
|
Image Segmentation (F32)
|
100% |
2194
36.6 IPS |
|
Image Segmentation (F16)
|
100% |
2149
35.9 IPS |
|
Image Segmentation (I8)
|
98% |
3298
55.1 IPS |
|
Pose Estimation (F32)
|
100% |
9938
12.0 IPS |
|
Pose Estimation (F16)
|
100% |
10116
12.2 IPS |
|
Pose Estimation (I8)
|
100% |
33390
40.4 IPS |
|
Object Detection (F32)
|
100% |
2613
195.1 IPS |
|
Object Detection (F16)
|
100% |
2402
179.3 IPS |
|
Object Detection (I8)
|
62% |
2224
166.1 IPS |
|
Face Detection (F32)
|
100% |
5116
60.8 IPS |
|
Face Detection (F16)
|
100% |
4919
58.5 IPS |
|
Face Detection (I8)
|
89% |
5089
60.5 IPS |
|
Depth Estimation (F32)
|
100% |
10316
80.0 IPS |
|
Depth Estimation (F16)
|
100% |
10046
77.9 IPS |
|
Depth Estimation (I8)
|
96% |
17429
135.2 IPS |
|
Style Transfer (F32)
|
100% |
24473
32.2 IPS |
|
Style Transfer (F16)
|
100% |
22590
29.7 IPS |
|
Style Transfer (I8)
|
98% |
25935
34.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
4535
162.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
4309
153.9 IPS |
|
Image Super-Resolution (I8)
|
99% |
6877
245.6 IPS |
|
Text Classification (F32)
|
100% |
1757
2.52 KIPS |
|
Text Classification (F16)
|
100% |
1758
2.53 KIPS |
|
Text Classification (I8)
|
98% |
528
759.1 IPS |
|
Machine Translation (F32)
|
100% |
2595
47.8 IPS |
|
Machine Translation (F16)
|
100% |
2472
45.5 IPS |
|
Machine Translation (I8)
|
67% |
3333
61.3 IPS |