Upload Date | September 08 2024 10:13 AM |
Views | 3 |
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% |
2514
470.4 IPS |
|
Image Classification (F16)
|
100% |
2610
488.4 IPS |
|
Image Classification (I8)
|
99% |
4425
828.0 IPS |
|
Image Segmentation (F32)
|
100% |
2269
37.9 IPS |
|
Image Segmentation (F16)
|
100% |
2261
37.8 IPS |
|
Image Segmentation (I8)
|
98% |
3286
54.9 IPS |
|
Pose Estimation (F32)
|
100% |
10503
12.7 IPS |
|
Pose Estimation (F16)
|
100% |
10560
12.8 IPS |
|
Pose Estimation (I8)
|
100% |
32457
39.3 IPS |
|
Object Detection (F32)
|
100% |
2420
180.7 IPS |
|
Object Detection (F16)
|
100% |
2505
187.0 IPS |
|
Object Detection (I8)
|
62% |
2036
152.0 IPS |
|
Face Detection (F32)
|
100% |
5054
60.1 IPS |
|
Face Detection (F16)
|
100% |
5024
59.7 IPS |
|
Face Detection (I8)
|
89% |
5162
61.4 IPS |
|
Depth Estimation (F32)
|
100% |
10590
82.1 IPS |
|
Depth Estimation (F16)
|
100% |
10004
77.6 IPS |
|
Depth Estimation (I8)
|
96% |
17271
133.9 IPS |
|
Style Transfer (F32)
|
100% |
25238
33.2 IPS |
|
Style Transfer (F16)
|
100% |
25077
33.0 IPS |
|
Style Transfer (I8)
|
98% |
27404
36.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
4638
165.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
4638
165.6 IPS |
|
Image Super-Resolution (I8)
|
99% |
5977
213.4 IPS |
|
Text Classification (F32)
|
100% |
1729
2.48 KIPS |
|
Text Classification (F16)
|
100% |
1687
2.42 KIPS |
|
Text Classification (I8)
|
98% |
451
648.7 IPS |
|
Machine Translation (F32)
|
100% |
2281
42.0 IPS |
|
Machine Translation (F16)
|
100% |
2287
42.1 IPS |
|
Machine Translation (I8)
|
67% |
3251
59.8 IPS |