Upload Date | September 10 2024 09:54 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 (64-bit) |
Model | Gigabyte Technology Co., Ltd. H610M K DDR4 |
Motherboard | Gigabyte Technology Co., Ltd. H610M K DDR4 |
CPU Information | |
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Name | Intel Core i7-12700KF |
Topology | 1 Processor, 12 Cores, 20 Threads |
Identifier | GenuineIntel Family 6 Model 151 Stepping 2 |
Base Frequency | 3.60 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 64.0 KB x 10 |
L1 Data Cache | 32.0 KB x 10 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 25.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2165
405.0 IPS |
|
Image Classification (F16)
|
100% |
2145
401.4 IPS |
|
Image Classification (I8)
|
99% |
3886
727.1 IPS |
|
Image Segmentation (F32)
|
100% |
1754
29.3 IPS |
|
Image Segmentation (F16)
|
100% |
1745
29.1 IPS |
|
Image Segmentation (I8)
|
98% |
2512
42.0 IPS |
|
Pose Estimation (F32)
|
100% |
7143
8.65 IPS |
|
Pose Estimation (F16)
|
100% |
7082
8.58 IPS |
|
Pose Estimation (I8)
|
100% |
23124
28.0 IPS |
|
Object Detection (F32)
|
100% |
2010
150.0 IPS |
|
Object Detection (F16)
|
100% |
2034
151.9 IPS |
|
Object Detection (I8)
|
62% |
1900
141.8 IPS |
|
Face Detection (F32)
|
100% |
3185
37.9 IPS |
|
Face Detection (F16)
|
100% |
3181
37.8 IPS |
|
Face Detection (I8)
|
89% |
4067
48.4 IPS |
|
Depth Estimation (F32)
|
100% |
7740
60.0 IPS |
|
Depth Estimation (F16)
|
100% |
7794
60.4 IPS |
|
Depth Estimation (I8)
|
96% |
14055
109.0 IPS |
|
Style Transfer (F32)
|
100% |
16256
21.4 IPS |
|
Style Transfer (F16)
|
100% |
16300
21.4 IPS |
|
Style Transfer (I8)
|
98% |
19593
25.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
3656
130.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
3701
132.2 IPS |
|
Image Super-Resolution (I8)
|
99% |
5138
183.5 IPS |
|
Text Classification (F32)
|
100% |
1509
2.17 KIPS |
|
Text Classification (F16)
|
100% |
1506
2.16 KIPS |
|
Text Classification (I8)
|
98% |
474
681.6 IPS |
|
Machine Translation (F32)
|
100% |
1966
36.2 IPS |
|
Machine Translation (F16)
|
100% |
1954
36.0 IPS |
|
Machine Translation (I8)
|
67% |
2780
51.2 IPS |