Upload Date | August 31 2024 02:18 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Thirdwave Diginnos Co., Ltd. Diginnos PC |
Motherboard | ASRock B85M |
CPU Information | |
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Name | Intel Core i5-4590 |
Topology | 1 Processor, 4 Cores |
Identifier | GenuineIntel Family 6 Model 60 Stepping 3 |
Base Frequency | 3.30 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 2 |
L1 Data Cache | 32.0 KB x 2 |
L2 Cache | 256 KB x 2 |
L3 Cache | 6.00 MB x 1 |
Memory Information | |
---|---|
Size | 8.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce GTX 1060 3GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1126
210.6 IPS |
|
Image Classification (F16)
|
100% |
1089
203.9 IPS |
|
Image Classification (I8)
|
100% |
1000
187.1 IPS |
|
Image Segmentation (F32)
|
100% |
2801
46.8 IPS |
|
Image Segmentation (F16)
|
100% |
2774
46.3 IPS |
|
Image Segmentation (I8)
|
98% |
2386
39.9 IPS |
|
Pose Estimation (F32)
|
100% |
33086
40.1 IPS |
|
Pose Estimation (F16)
|
100% |
33092
40.1 IPS |
|
Pose Estimation (I8)
|
100% |
27466
33.3 IPS |
|
Object Detection (F32)
|
100% |
1326
99.0 IPS |
|
Object Detection (F16)
|
100% |
1038
77.5 IPS |
|
Object Detection (I8)
|
60% |
1202
89.7 IPS |
|
Face Detection (F32)
|
100% |
2980
35.4 IPS |
|
Face Detection (F16)
|
100% |
2978
35.4 IPS |
|
Face Detection (I8)
|
89% |
2471
29.4 IPS |
|
Depth Estimation (F32)
|
100% |
10954
84.9 IPS |
|
Depth Estimation (F16)
|
100% |
10925
84.7 IPS |
|
Depth Estimation (I8)
|
95% |
8867
68.8 IPS |
|
Style Transfer (F32)
|
100% |
52532
69.1 IPS |
|
Style Transfer (F16)
|
100% |
52950
69.7 IPS |
|
Style Transfer (I8)
|
98% |
42295
55.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
11257
402.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
11293
403.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
7329
261.7 IPS |
|
Text Classification (F32)
|
100% |
1361
1.96 KIPS |
|
Text Classification (F16)
|
100% |
1304
1.87 KIPS |
|
Text Classification (I8)
|
98% |
807
1.16 KIPS |
|
Machine Translation (F32)
|
100% |
1509
27.8 IPS |
|
Machine Translation (F16)
|
100% |
1422
26.2 IPS |
|
Machine Translation (I8)
|
70% |
905
16.7 IPS |