Upload Date | May 18 2024 10:00 AM |
Views | 7 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Enterprise (64-bit) |
Model | HP HP ZBook 15 G5 |
Motherboard | HP 842A |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-8850H |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 158 Stepping 10 |
Base Frequency | 2.59 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 256 KB x 6 |
L3 Cache | 9.00 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA Quadro P2000 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1287
240.9 IPS |
|
Image Classification (F16)
|
100% |
1287
240.8 IPS |
|
Image Classification (I8)
|
100% |
1072
200.6 IPS |
|
Image Segmentation (F32)
|
100% |
1780
29.7 IPS |
|
Image Segmentation (F16)
|
100% |
1781
29.7 IPS |
|
Image Segmentation (I8)
|
98% |
1514
25.3 IPS |
|
Pose Estimation (F32)
|
100% |
12472
15.1 IPS |
|
Pose Estimation (F16)
|
100% |
12414
15.0 IPS |
|
Pose Estimation (I8)
|
100% |
10888
13.2 IPS |
|
Object Detection (F32)
|
100% |
1338
99.9 IPS |
|
Object Detection (F16)
|
100% |
1384
103.3 IPS |
|
Object Detection (I8)
|
58% |
1189
88.8 IPS |
|
Face Detection (F32)
|
100% |
2706
32.2 IPS |
|
Face Detection (F16)
|
100% |
2716
32.3 IPS |
|
Face Detection (I8)
|
89% |
2204
26.2 IPS |
|
Depth Estimation (F32)
|
100% |
6183
48.0 IPS |
|
Depth Estimation (F16)
|
100% |
6228
48.3 IPS |
|
Depth Estimation (I8)
|
95% |
5204
40.4 IPS |
|
Style Transfer (F32)
|
100% |
27409
36.1 IPS |
|
Style Transfer (F16)
|
100% |
27447
36.1 IPS |
|
Style Transfer (I8)
|
98% |
22504
29.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
5218
186.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
5160
184.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
3729
133.2 IPS |
|
Text Classification (F32)
|
100% |
950
1.36 KIPS |
|
Text Classification (F16)
|
100% |
1059
1.52 KIPS |
|
Text Classification (I8)
|
98% |
560
804.3 IPS |
|
Machine Translation (F32)
|
100% |
1679
30.9 IPS |
|
Machine Translation (F16)
|
100% |
1679
30.9 IPS |
|
Machine Translation (I8)
|
70% |
865
15.9 IPS |