Upload Date | August 27 2024 05:55 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Alienware Alienware m15 R6 |
Motherboard | Alienware 0WY027 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-11800H |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 141 Stepping 1 |
Base Frequency | 2.30 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 48.0 KB x 6 |
L2 Cache | 1.25 MB x 6 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1880
351.8 IPS |
|
Image Classification (F16)
|
100% |
1745
326.6 IPS |
|
Image Classification (I8)
|
99% |
3680
688.6 IPS |
|
Image Segmentation (F32)
|
100% |
1497
25.0 IPS |
|
Image Segmentation (F16)
|
100% |
1308
21.8 IPS |
|
Image Segmentation (I8)
|
98% |
2582
43.1 IPS |
|
Pose Estimation (F32)
|
100% |
5237
6.34 IPS |
|
Pose Estimation (F16)
|
100% |
5221
6.32 IPS |
|
Pose Estimation (I8)
|
100% |
18153
22.0 IPS |
|
Object Detection (F32)
|
100% |
1549
115.6 IPS |
|
Object Detection (F16)
|
100% |
1596
119.2 IPS |
|
Object Detection (I8)
|
62% |
1901
141.9 IPS |
|
Face Detection (F32)
|
100% |
2628
31.3 IPS |
|
Face Detection (F16)
|
100% |
2552
30.3 IPS |
|
Face Detection (I8)
|
89% |
4204
50.0 IPS |
|
Depth Estimation (F32)
|
100% |
4787
37.1 IPS |
|
Depth Estimation (F16)
|
100% |
6413
49.7 IPS |
|
Depth Estimation (I8)
|
96% |
13558
105.1 IPS |
|
Style Transfer (F32)
|
100% |
10469
13.8 IPS |
|
Style Transfer (F16)
|
100% |
12936
17.0 IPS |
|
Style Transfer (I8)
|
98% |
17717
23.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
2712
96.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
2921
104.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
4406
157.3 IPS |
|
Text Classification (F32)
|
100% |
1651
2.37 KIPS |
|
Text Classification (F16)
|
100% |
1430
2.06 KIPS |
|
Text Classification (I8)
|
98% |
1203
1.73 KIPS |
|
Machine Translation (F32)
|
100% |
1998
36.8 IPS |
|
Machine Translation (F16)
|
100% |
1998
36.8 IPS |
|
Machine Translation (I8)
|
67% |
3025
55.7 IPS |