Upload Date | September 02 2024 02:42 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Windows 11 Pro (64-bit) |
Model | ASUS System Product Name |
Motherboard | ASUSTeK COMPUTER INC. PRIME X670-P WIFI |
CPU Information | |
---|---|
Name | AMD Ryzen 9 7900X |
Topology | 1 Processor, 12 Cores, 24 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 4.70 GHz |
Cluster 1 | 12 Cores |
L1 Instruction Cache | 32.0 KB x 12 |
L1 Data Cache | 32.0 KB x 12 |
L2 Cache | 1.00 MB x 12 |
L3 Cache | 32.0 MB x 2 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1873
350.5 IPS |
|
Image Classification (F16)
|
100% |
1868
349.6 IPS |
|
Image Classification (I8)
|
99% |
4592
859.2 IPS |
|
Image Segmentation (F32)
|
100% |
2385
39.8 IPS |
|
Image Segmentation (F16)
|
100% |
2425
40.5 IPS |
|
Image Segmentation (I8)
|
98% |
3083
51.5 IPS |
|
Pose Estimation (F32)
|
100% |
12465
15.1 IPS |
|
Pose Estimation (F16)
|
100% |
12453
15.1 IPS |
|
Pose Estimation (I8)
|
100% |
38046
46.1 IPS |
|
Object Detection (F32)
|
100% |
2111
157.6 IPS |
|
Object Detection (F16)
|
100% |
2074
154.9 IPS |
|
Object Detection (I8)
|
62% |
2129
158.9 IPS |
|
Face Detection (F32)
|
100% |
4010
47.7 IPS |
|
Face Detection (F16)
|
100% |
4010
47.7 IPS |
|
Face Detection (I8)
|
89% |
5664
67.3 IPS |
|
Depth Estimation (F32)
|
100% |
9581
74.3 IPS |
|
Depth Estimation (F16)
|
100% |
9578
74.3 IPS |
|
Depth Estimation (I8)
|
96% |
20725
160.7 IPS |
|
Style Transfer (F32)
|
100% |
26026
34.2 IPS |
|
Style Transfer (F16)
|
100% |
24443
32.2 IPS |
|
Style Transfer (I8)
|
98% |
37205
48.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
3673
131.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
3924
140.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
4104
146.6 IPS |
|
Text Classification (F32)
|
100% |
1568
2.25 KIPS |
|
Text Classification (F16)
|
100% |
1572
2.26 KIPS |
|
Text Classification (I8)
|
98% |
391
562.0 IPS |
|
Machine Translation (F32)
|
100% |
3091
56.9 IPS |
|
Machine Translation (F16)
|
100% |
3072
56.5 IPS |
|
Machine Translation (I8)
|
67% |
3630
66.8 IPS |