Upload Date | August 15 2024 06:58 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Enterprise (64-bit) |
Model | Dell Inc. Latitude 7440 |
Motherboard | Dell Inc. 0PT9FG |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i5-1345U |
Topology | 1 Processor, 10 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 186 Stepping 3 |
Base Frequency | 1.60 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 48.0 KB x 6 |
L2 Cache | 1.25 MB x 1 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Iris(R) Xe Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
911
170.5 IPS |
|
Image Classification (F16)
|
100% |
918
171.8 IPS |
|
Image Classification (I8)
|
100% |
721
134.9 IPS |
|
Image Segmentation (F32)
|
100% |
1363
22.8 IPS |
|
Image Segmentation (F16)
|
100% |
1341
22.4 IPS |
|
Image Segmentation (I8)
|
98% |
1020
17.0 IPS |
|
Pose Estimation (F32)
|
100% |
8390
10.2 IPS |
|
Pose Estimation (F16)
|
100% |
7774
9.41 IPS |
|
Pose Estimation (I8)
|
100% |
4567
5.53 IPS |
|
Object Detection (F32)
|
100% |
876
65.4 IPS |
|
Object Detection (F16)
|
100% |
1084
80.9 IPS |
|
Object Detection (I8)
|
54% |
810
60.4 IPS |
|
Face Detection (F32)
|
100% |
2025
24.1 IPS |
|
Face Detection (F16)
|
100% |
2058
24.5 IPS |
|
Face Detection (I8)
|
89% |
1298
15.4 IPS |
|
Depth Estimation (F32)
|
100% |
4398
34.1 IPS |
|
Depth Estimation (F16)
|
100% |
4402
34.1 IPS |
|
Depth Estimation (I8)
|
95% |
3155
24.5 IPS |
|
Style Transfer (F32)
|
100% |
18352
24.1 IPS |
|
Style Transfer (F16)
|
100% |
18275
24.0 IPS |
|
Style Transfer (I8)
|
98% |
11896
15.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
2728
97.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
2671
95.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
1209
43.2 IPS |
|
Text Classification (F32)
|
100% |
767
1.10 KIPS |
|
Text Classification (F16)
|
100% |
757
1.09 KIPS |
|
Text Classification (I8)
|
98% |
390
559.9 IPS |
|
Machine Translation (F32)
|
100% |
821
15.1 IPS |
|
Machine Translation (F16)
|
100% |
845
15.6 IPS |
|
Machine Translation (I8)
|
70% |
437
8.04 IPS |