User | RG22032 |
Upload Date | March 14 2025 09:56 PM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. Z97X-Gaming 7 |
Motherboard | Gigabyte Technology Co., Ltd. Z97X-Gaming 7 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-4790S |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 60 Stepping 3 |
Base Frequency | 3.20 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 | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 24.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
828
155.0 IPS |
|
Image Classification (F16)
|
100% |
857
160.3 IPS |
|
Image Classification (I8)
|
97% |
898
168.1 IPS |
|
Image Segmentation (F32)
|
100% |
564
9.42 IPS |
|
Image Segmentation (F16)
|
100% |
561
9.37 IPS |
|
Image Segmentation (I8)
|
97% |
879
14.7 IPS |
|
Pose Estimation (F32)
|
100% |
2578
3.12 IPS |
|
Pose Estimation (F16)
|
100% |
2276
2.76 IPS |
|
Pose Estimation (I8)
|
100% |
2936
3.56 IPS |
|
Object Detection (F32)
|
100% |
744
55.5 IPS |
|
Object Detection (F16)
|
100% |
565
42.2 IPS |
|
Object Detection (I8)
|
60% |
686
51.2 IPS |
|
Face Detection (F32)
|
100% |
993
11.8 IPS |
|
Face Detection (F16)
|
100% |
962
11.4 IPS |
|
Face Detection (I8)
|
87% |
1590
18.9 IPS |
|
Depth Estimation (F32)
|
100% |
2292
17.8 IPS |
|
Depth Estimation (F16)
|
100% |
2645
20.5 IPS |
|
Depth Estimation (I8)
|
74% |
3199
24.8 IPS |
|
Style Transfer (F32)
|
100% |
3991
5.25 IPS |
|
Style Transfer (F16)
|
100% |
4489
5.90 IPS |
|
Style Transfer (I8)
|
85% |
5402
7.11 IPS |
|
Image Super-Resolution (F32)
|
100% |
1142
40.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
856
30.6 IPS |
|
Image Super-Resolution (I8)
|
97% |
1131
40.4 IPS |
|
Text Classification (F32)
|
100% |
895
1.29 KIPS |
|
Text Classification (F16)
|
100% |
614
882.5 IPS |
|
Text Classification (I8)
|
94% |
311
447.4 IPS |
|
Machine Translation (F32)
|
100% |
750
13.8 IPS |
|
Machine Translation (F16)
|
100% |
852
15.7 IPS |
|
Machine Translation (I8)
|
67% |
997
18.4 IPS |