Upload Date | September 04 2024 10:43 AM |
Views | 2 |
System Information | |
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Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Alienware Alienware Aurora R16 |
Motherboard | Alienware 0RF96M |
CPU Information | |
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Name | Intel Core i9-14900F |
Topology | 1 Processor, 24 Cores, 32 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 16 Cores |
L1 Instruction Cache | 32.0 KB x 16 |
L1 Data Cache | 48.0 KB x 16 |
L2 Cache | 2.00 MB x 4 |
L3 Cache | 36.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2584
483.6 IPS |
|
Image Classification (F16)
|
100% |
2669
499.5 IPS |
|
Image Classification (I8)
|
99% |
4435
829.8 IPS |
|
Image Segmentation (F32)
|
100% |
2257
37.7 IPS |
|
Image Segmentation (F16)
|
100% |
2254
37.6 IPS |
|
Image Segmentation (I8)
|
98% |
3340
55.8 IPS |
|
Pose Estimation (F32)
|
100% |
10548
12.8 IPS |
|
Pose Estimation (F16)
|
100% |
10564
12.8 IPS |
|
Pose Estimation (I8)
|
100% |
33297
40.3 IPS |
|
Object Detection (F32)
|
100% |
2429
181.3 IPS |
|
Object Detection (F16)
|
100% |
2372
177.1 IPS |
|
Object Detection (I8)
|
62% |
2144
160.1 IPS |
|
Face Detection (F32)
|
100% |
5054
60.1 IPS |
|
Face Detection (F16)
|
100% |
5068
60.3 IPS |
|
Face Detection (I8)
|
89% |
5179
61.6 IPS |
|
Depth Estimation (F32)
|
100% |
10698
83.0 IPS |
|
Depth Estimation (F16)
|
100% |
10735
83.3 IPS |
|
Depth Estimation (I8)
|
96% |
17651
136.9 IPS |
|
Style Transfer (F32)
|
100% |
25199
33.1 IPS |
|
Style Transfer (F16)
|
100% |
24936
32.8 IPS |
|
Style Transfer (I8)
|
98% |
28280
37.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
4633
165.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
4711
168.2 IPS |
|
Image Super-Resolution (I8)
|
99% |
6098
217.8 IPS |
|
Text Classification (F32)
|
100% |
1734
2.49 KIPS |
|
Text Classification (F16)
|
100% |
1776
2.55 KIPS |
|
Text Classification (I8)
|
98% |
528
759.5 IPS |
|
Machine Translation (F32)
|
100% |
2371
43.6 IPS |
|
Machine Translation (F16)
|
100% |
2361
43.5 IPS |
|
Machine Translation (I8)
|
67% |
3351
61.7 IPS |