Upload Date | July 26 2024 09:34 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Education (64-bit) |
Model | Gigabyte Technology Co., Ltd. B760 GAMING X AX |
Motherboard | Gigabyte Technology Co., Ltd. B760 GAMING X AX |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-14700KF |
Topology | 1 Processor, 20 Cores, 28 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.40 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 12 Cores |
L1 Instruction Cache | 32.0 KB x 14 |
L1 Data Cache | 48.0 KB x 14 |
L2 Cache | 2.00 MB x 3 |
L3 Cache | 33.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2697
504.6 IPS |
|
Image Classification (F16)
|
100% |
2682
501.9 IPS |
|
Image Classification (I8)
|
99% |
4696
878.7 IPS |
|
Image Segmentation (F32)
|
100% |
2293
38.3 IPS |
|
Image Segmentation (F16)
|
100% |
2293
38.3 IPS |
|
Image Segmentation (I8)
|
98% |
3441
57.5 IPS |
|
Pose Estimation (F32)
|
100% |
10527
12.7 IPS |
|
Pose Estimation (F16)
|
100% |
10520
12.7 IPS |
|
Pose Estimation (I8)
|
100% |
33754
40.9 IPS |
|
Object Detection (F32)
|
100% |
2552
190.5 IPS |
|
Object Detection (F16)
|
100% |
2767
206.6 IPS |
|
Object Detection (I8)
|
62% |
2229
166.4 IPS |
|
Face Detection (F32)
|
100% |
5390
64.1 IPS |
|
Face Detection (F16)
|
100% |
5230
62.2 IPS |
|
Face Detection (I8)
|
89% |
5463
65.0 IPS |
|
Depth Estimation (F32)
|
100% |
10929
84.8 IPS |
|
Depth Estimation (F16)
|
100% |
10691
82.9 IPS |
|
Depth Estimation (I8)
|
96% |
19109
148.2 IPS |
|
Style Transfer (F32)
|
100% |
24198
31.8 IPS |
|
Style Transfer (F16)
|
100% |
24303
32.0 IPS |
|
Style Transfer (I8)
|
98% |
28864
38.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
4497
160.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
4773
170.5 IPS |
|
Image Super-Resolution (I8)
|
99% |
6280
224.3 IPS |
|
Text Classification (F32)
|
100% |
1878
2.70 KIPS |
|
Text Classification (F16)
|
100% |
1912
2.75 KIPS |
|
Text Classification (I8)
|
98% |
549
788.5 IPS |
|
Machine Translation (F32)
|
100% |
2652
48.8 IPS |
|
Machine Translation (F16)
|
100% |
2636
48.5 IPS |
|
Machine Translation (I8)
|
67% |
3336
61.4 IPS |