Upload Date | November 12 2024 05:17 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Dell Inc. Latitude 7450 |
Motherboard | Dell Inc. 00329X |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel(R) Core(TM) Ultra 7 165U |
Topology | 1 Processor, 12 Cores, 14 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 2.10 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 10 Cores |
L1 Instruction Cache | 64.0 KB x 7 |
L1 Data Cache | 48.0 KB x 7 |
L2 Cache | 2.00 MB x 1 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1043
195.1 IPS |
|
Image Classification (F16)
|
100% |
1024
191.6 IPS |
|
Image Classification (I8)
|
99% |
2276
425.8 IPS |
|
Image Segmentation (F32)
|
100% |
913
15.2 IPS |
|
Image Segmentation (F16)
|
100% |
880
14.7 IPS |
|
Image Segmentation (I8)
|
98% |
2635
44.0 IPS |
|
Pose Estimation (F32)
|
100% |
3240
3.92 IPS |
|
Pose Estimation (F16)
|
100% |
3352
4.06 IPS |
|
Pose Estimation (I8)
|
100% |
13759
16.7 IPS |
|
Object Detection (F32)
|
100% |
1141
85.1 IPS |
|
Object Detection (F16)
|
100% |
1132
84.5 IPS |
|
Object Detection (I8)
|
62% |
1252
93.4 IPS |
|
Face Detection (F32)
|
100% |
2647
31.5 IPS |
|
Face Detection (F16)
|
100% |
2681
31.9 IPS |
|
Face Detection (I8)
|
89% |
3422
40.7 IPS |
|
Depth Estimation (F32)
|
100% |
3889
30.2 IPS |
|
Depth Estimation (F16)
|
100% |
3857
29.9 IPS |
|
Depth Estimation (I8)
|
96% |
9455
73.3 IPS |
|
Style Transfer (F32)
|
100% |
9154
12.0 IPS |
|
Style Transfer (F16)
|
100% |
8858
11.7 IPS |
|
Style Transfer (I8)
|
98% |
15489
20.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
1973
70.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
1819
64.9 IPS |
|
Image Super-Resolution (I8)
|
99% |
3732
133.3 IPS |
|
Text Classification (F32)
|
100% |
1010
1.45 KIPS |
|
Text Classification (F16)
|
100% |
1025
1.47 KIPS |
|
Text Classification (I8)
|
98% |
1016
1.46 KIPS |
|
Machine Translation (F32)
|
100% |
1503
27.7 IPS |
|
Machine Translation (F16)
|
100% |
1455
26.8 IPS |
|
Machine Translation (I8)
|
67% |
2479
45.6 IPS |