User | nimblebits |
Upload Date | September 21 2024 01:58 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASRock Z790 PG Lightning |
Motherboard | ASRock Z790 PG Lightning |
Power Plan | High performance |
CPU Information | |
---|---|
Name | Intel Core i5-13600K |
Topology | 1 Processor, 14 Cores, 20 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.50 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 10 |
L1 Data Cache | 48.0 KB x 10 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Arc(TM) A310 Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2636
493.3 IPS |
|
Image Classification (F16)
|
100% |
2634
492.8 IPS |
|
Image Classification (I8)
|
99% |
2191
410.0 IPS |
|
Image Segmentation (F32)
|
100% |
2253
37.6 IPS |
|
Image Segmentation (F16)
|
100% |
2244
37.5 IPS |
|
Image Segmentation (I8)
|
98% |
1852
30.9 IPS |
|
Pose Estimation (F32)
|
100% |
19297
23.4 IPS |
|
Pose Estimation (F16)
|
100% |
19269
23.3 IPS |
|
Pose Estimation (I8)
|
100% |
15803
19.1 IPS |
|
Object Detection (F32)
|
100% |
2562
191.3 IPS |
|
Object Detection (F16)
|
100% |
2565
191.5 IPS |
|
Object Detection (I8)
|
60% |
2172
162.1 IPS |
|
Face Detection (F32)
|
100% |
4656
55.4 IPS |
|
Face Detection (F16)
|
100% |
4693
55.8 IPS |
|
Face Detection (I8)
|
88% |
3327
39.6 IPS |
|
Depth Estimation (F32)
|
100% |
11808
91.6 IPS |
|
Depth Estimation (F16)
|
100% |
11819
91.7 IPS |
|
Depth Estimation (I8)
|
95% |
9094
70.5 IPS |
|
Style Transfer (F32)
|
100% |
39538
52.0 IPS |
|
Style Transfer (F16)
|
100% |
39623
52.1 IPS |
|
Style Transfer (I8)
|
98% |
28775
37.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
6440
230.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
6443
230.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
4435
158.4 IPS |
|
Text Classification (F32)
|
90% |
746
1.07 KIPS |
|
Text Classification (F16)
|
90% |
746
1.07 KIPS |
|
Text Classification (I8)
|
90% |
556
798.7 IPS |
|
Machine Translation (F32)
|
100% |
1733
31.9 IPS |
|
Machine Translation (F16)
|
100% |
1725
31.7 IPS |
|
Machine Translation (I8)
|
70% |
984
18.1 IPS |