Upload Date | August 22 2024 08:39 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Alienware Alienware m15 R6 |
Motherboard | Alienware 0WY027 |
Power Plan | Balanced |
CPU Information | |
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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 | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1397
261.4 IPS |
|
Image Classification (F16)
|
100% |
1647
308.1 IPS |
|
Image Classification (I8)
|
99% |
3754
702.6 IPS |
|
Image Segmentation (F32)
|
100% |
1265
21.1 IPS |
|
Image Segmentation (F16)
|
100% |
1217
20.3 IPS |
|
Image Segmentation (I8)
|
98% |
1922
32.1 IPS |
|
Pose Estimation (F32)
|
100% |
3930
4.76 IPS |
|
Pose Estimation (F16)
|
100% |
3830
4.64 IPS |
|
Pose Estimation (I8)
|
100% |
18442
22.3 IPS |
|
Object Detection (F32)
|
100% |
1239
92.5 IPS |
|
Object Detection (F16)
|
100% |
1170
87.4 IPS |
|
Object Detection (I8)
|
62% |
1420
106.0 IPS |
|
Face Detection (F32)
|
100% |
2320
27.6 IPS |
|
Face Detection (F16)
|
100% |
2395
28.5 IPS |
|
Face Detection (I8)
|
89% |
4203
50.0 IPS |
|
Depth Estimation (F32)
|
100% |
5380
41.7 IPS |
|
Depth Estimation (F16)
|
100% |
4214
32.7 IPS |
|
Depth Estimation (I8)
|
96% |
13873
107.6 IPS |
|
Style Transfer (F32)
|
100% |
11928
15.7 IPS |
|
Style Transfer (F16)
|
100% |
9063
11.9 IPS |
|
Style Transfer (I8)
|
98% |
18130
23.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
2040
72.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
2975
106.2 IPS |
|
Image Super-Resolution (I8)
|
99% |
4152
148.3 IPS |
|
Text Classification (F32)
|
100% |
1233
1.77 KIPS |
|
Text Classification (F16)
|
100% |
1525
2.19 KIPS |
|
Text Classification (I8)
|
98% |
370
531.2 IPS |
|
Machine Translation (F32)
|
100% |
1781
32.8 IPS |
|
Machine Translation (F16)
|
100% |
1833
33.7 IPS |
|
Machine Translation (I8)
|
67% |
2706
49.8 IPS |