Upload Date | April 25 2024 06:37 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Dell Inc. XPS 15 9560 |
Motherboard | Dell Inc. 05FFDN |
Power Plan | Rovnovha |
CPU Information | |
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Name | Intel Core i7-7700HQ |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 158 Stepping 9 |
Base Frequency | 2.80 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 256 KB x 4 |
L3 Cache | 6.00 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce GTX 1050 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
334
62.5 IPS |
|
Image Classification (F16)
|
100% |
334
62.6 IPS |
|
Image Classification (I8)
|
100% |
277
51.8 IPS |
|
Image Segmentation (F32)
|
100% |
464
7.75 IPS |
|
Image Segmentation (F16)
|
100% |
463
7.74 IPS |
|
Image Segmentation (I8)
|
98% |
376
6.28 IPS |
|
Pose Estimation (F32)
|
100% |
4066
4.92 IPS |
|
Pose Estimation (F16)
|
100% |
4058
4.91 IPS |
|
Pose Estimation (I8)
|
100% |
3481
4.21 IPS |
|
Object Detection (F32)
|
100% |
406
30.3 IPS |
|
Object Detection (F16)
|
100% |
405
30.2 IPS |
|
Object Detection (I8)
|
60% |
343
25.6 IPS |
|
Face Detection (F32)
|
100% |
738
8.78 IPS |
|
Face Detection (F16)
|
100% |
738
8.78 IPS |
|
Face Detection (I8)
|
89% |
561
6.67 IPS |
|
Depth Estimation (F32)
|
100% |
1815
14.1 IPS |
|
Depth Estimation (F16)
|
100% |
1816
14.1 IPS |
|
Depth Estimation (I8)
|
95% |
1472
11.4 IPS |
|
Style Transfer (F32)
|
100% |
5675
7.46 IPS |
|
Style Transfer (F16)
|
100% |
5671
7.46 IPS |
|
Style Transfer (I8)
|
98% |
5004
6.58 IPS |
|
Image Super-Resolution (F32)
|
100% |
1900
67.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
1905
68.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
1260
45.0 IPS |
|
Text Classification (F32)
|
100% |
355
510.8 IPS |
|
Text Classification (F16)
|
100% |
349
501.6 IPS |
|
Text Classification (I8)
|
98% |
218
312.8 IPS |
|
Machine Translation (F32)
|
100% |
786
14.5 IPS |
|
Machine Translation (F16)
|
100% |
791
14.6 IPS |
|
Machine Translation (I8)
|
70% |
357
6.57 IPS |