Upload Date | November 04 2024 04:46 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | LENOVO 83DG |
Motherboard | LENOVO LNVNB161216 |
Power Plan | Balanced |
CPU Information | |
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Name | Intel Core i9-14900HX |
Topology | 1 Processor, 24 Cores, 32 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 2.20 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 | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) UHD Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
683
127.8 IPS |
|
Image Classification (F16)
|
100% |
681
127.4 IPS |
|
Image Classification (I8)
|
100% |
571
106.9 IPS |
|
Image Segmentation (F32)
|
100% |
996
16.6 IPS |
|
Image Segmentation (F16)
|
100% |
988
16.5 IPS |
|
Image Segmentation (I8)
|
98% |
769
12.8 IPS |
|
Pose Estimation (F32)
|
100% |
5539
6.71 IPS |
|
Pose Estimation (F16)
|
100% |
5551
6.72 IPS |
|
Pose Estimation (I8)
|
100% |
3619
4.38 IPS |
|
Object Detection (F32)
|
100% |
714
53.3 IPS |
|
Object Detection (F16)
|
100% |
693
51.8 IPS |
|
Object Detection (I8)
|
54% |
593
44.3 IPS |
|
Face Detection (F32)
|
100% |
1484
17.6 IPS |
|
Face Detection (F16)
|
100% |
1485
17.7 IPS |
|
Face Detection (I8)
|
89% |
1060
12.6 IPS |
|
Depth Estimation (F32)
|
100% |
3090
24.0 IPS |
|
Depth Estimation (F16)
|
100% |
3072
23.8 IPS |
|
Depth Estimation (I8)
|
95% |
2356
18.3 IPS |
|
Style Transfer (F32)
|
100% |
10981
14.4 IPS |
|
Style Transfer (F16)
|
100% |
10958
14.4 IPS |
|
Style Transfer (I8)
|
98% |
8287
10.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
1821
65.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
1812
64.7 IPS |
|
Image Super-Resolution (I8)
|
99% |
978
34.9 IPS |
|
Text Classification (F32)
|
100% |
700
1.01 KIPS |
|
Text Classification (F16)
|
100% |
754
1.08 KIPS |
|
Text Classification (I8)
|
98% |
378
543.9 IPS |
|
Machine Translation (F32)
|
100% |
685
12.6 IPS |
|
Machine Translation (F16)
|
100% |
682
12.6 IPS |
|
Machine Translation (I8)
|
70% |
409
7.53 IPS |