Upload Date | August 31 2024 05:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | System manufacturer System Product Name |
Motherboard | ASUSTeK COMPUTER INC. SABERTOOTH Z77 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i5-3570K |
Topology | 1 Processor, 4 Cores |
Identifier | GenuineIntel Family 6 Model 58 Stepping 9 |
Base Frequency | 3.40 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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
550
102.9 IPS |
|
Image Classification (F16)
|
100% |
535
100.1 IPS |
|
Image Classification (I8)
|
96% |
555
103.9 IPS |
|
Image Segmentation (F32)
|
100% |
447
7.46 IPS |
|
Image Segmentation (F16)
|
100% |
426
7.11 IPS |
|
Image Segmentation (I8)
|
97% |
508
8.48 IPS |
|
Pose Estimation (F32)
|
100% |
1398
1.69 IPS |
|
Pose Estimation (F16)
|
100% |
1421
1.72 IPS |
|
Pose Estimation (I8)
|
100% |
1312
1.59 IPS |
|
Object Detection (F32)
|
100% |
521
38.9 IPS |
|
Object Detection (F16)
|
100% |
512
38.3 IPS |
|
Object Detection (I8)
|
62% |
463
34.5 IPS |
|
Face Detection (F32)
|
100% |
860
10.2 IPS |
|
Face Detection (F16)
|
100% |
872
10.4 IPS |
|
Face Detection (I8)
|
87% |
976
11.6 IPS |
|
Depth Estimation (F32)
|
100% |
1614
12.5 IPS |
|
Depth Estimation (F16)
|
100% |
1634
12.7 IPS |
|
Depth Estimation (I8)
|
74% |
1529
11.9 IPS |
|
Style Transfer (F32)
|
100% |
3331
4.38 IPS |
|
Style Transfer (F16)
|
100% |
3474
4.57 IPS |
|
Style Transfer (I8)
|
85% |
2785
3.66 IPS |
|
Image Super-Resolution (F32)
|
100% |
750
26.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
770
27.5 IPS |
|
Image Super-Resolution (I8)
|
97% |
713
25.5 IPS |
|
Text Classification (F32)
|
100% |
590
848.1 IPS |
|
Text Classification (F16)
|
100% |
607
872.4 IPS |
|
Text Classification (I8)
|
94% |
258
371.2 IPS |
|
Machine Translation (F32)
|
100% |
738
13.6 IPS |
|
Machine Translation (F16)
|
100% |
721
13.3 IPS |
|
Machine Translation (I8)
|
67% |
479
8.81 IPS |