Upload Date | August 15 2024 02:46 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Dell Inc. Latitude 5450 |
Motherboard | Dell Inc. 04MMMW |
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 | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1068
199.9 IPS |
|
Image Classification (F16)
|
100% |
1021
191.1 IPS |
|
Image Classification (I8)
|
99% |
2276
425.8 IPS |
|
Image Segmentation (F32)
|
100% |
954
15.9 IPS |
|
Image Segmentation (F16)
|
100% |
860
14.4 IPS |
|
Image Segmentation (I8)
|
98% |
2143
35.8 IPS |
|
Pose Estimation (F32)
|
100% |
3090
3.74 IPS |
|
Pose Estimation (F16)
|
100% |
3319
4.02 IPS |
|
Pose Estimation (I8)
|
100% |
13135
15.9 IPS |
|
Object Detection (F32)
|
100% |
1224
91.4 IPS |
|
Object Detection (F16)
|
100% |
1204
89.8 IPS |
|
Object Detection (I8)
|
62% |
1357
101.3 IPS |
|
Face Detection (F32)
|
100% |
2555
30.4 IPS |
|
Face Detection (F16)
|
100% |
2616
31.1 IPS |
|
Face Detection (I8)
|
89% |
3494
41.5 IPS |
|
Depth Estimation (F32)
|
100% |
4274
33.1 IPS |
|
Depth Estimation (F16)
|
100% |
4149
32.2 IPS |
|
Depth Estimation (I8)
|
96% |
9548
74.0 IPS |
|
Style Transfer (F32)
|
100% |
9547
12.6 IPS |
|
Style Transfer (F16)
|
100% |
9413
12.4 IPS |
|
Style Transfer (I8)
|
98% |
15561
20.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
2071
73.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
1948
69.6 IPS |
|
Image Super-Resolution (I8)
|
99% |
3808
136.0 IPS |
|
Text Classification (F32)
|
100% |
1048
1.51 KIPS |
|
Text Classification (F16)
|
100% |
985
1.42 KIPS |
|
Text Classification (I8)
|
98% |
426
612.4 IPS |
|
Machine Translation (F32)
|
100% |
1445
26.6 IPS |
|
Machine Translation (F16)
|
100% |
1448
26.6 IPS |
|
Machine Translation (I8)
|
67% |
2384
43.9 IPS |