Upload Date | February 11 2025 10:29 AM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | B450M-HDV R4.0 |
Motherboard | ASRock B450M-HDV R4.0 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | AMD Ryzen 7 2700 |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 23 Model 8 Stepping 2 |
Base Frequency | 3.20 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 64.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 512 KB x 8 |
L3 Cache | 8.00 MB x 2 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | AMD Radeon RX 6800 XT |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6984
1.31 KIPS |
|
Image Classification (F16)
|
100% |
7227
1.35 KIPS |
|
Image Classification (I8)
|
100% |
7612
1.42 KIPS |
|
Image Segmentation (F32)
|
100% |
7018
117.2 IPS |
|
Image Segmentation (F16)
|
100% |
7471
124.8 IPS |
|
Image Segmentation (I8)
|
98% |
6790
113.4 IPS |
|
Pose Estimation (F32)
|
100% |
161844
196.0 IPS |
|
Pose Estimation (F16)
|
100% |
164389
199.1 IPS |
|
Pose Estimation (I8)
|
100% |
147611
178.8 IPS |
|
Object Detection (F32)
|
100% |
2219
165.7 IPS |
|
Object Detection (F16)
|
100% |
2224
166.0 IPS |
|
Object Detection (I8)
|
56% |
1993
148.8 IPS |
|
Face Detection (F32)
|
100% |
22552
268.2 IPS |
|
Face Detection (F16)
|
100% |
16789
199.6 IPS |
|
Face Detection (I8)
|
89% |
19321
229.7 IPS |
|
Depth Estimation (F32)
|
100% |
27410
212.6 IPS |
|
Depth Estimation (F16)
|
100% |
27420
212.6 IPS |
|
Depth Estimation (I8)
|
95% |
26591
206.2 IPS |
|
Style Transfer (F32)
|
100% |
117656
154.8 IPS |
|
Style Transfer (F16)
|
100% |
122697
161.4 IPS |
|
Style Transfer (I8)
|
98% |
113578
149.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
9906
353.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
9814
350.5 IPS |
|
Image Super-Resolution (I8)
|
99% |
8246
294.5 IPS |
|
Text Classification (F32)
|
100% |
2374
3.41 KIPS |
|
Text Classification (F16)
|
100% |
2019
2.90 KIPS |
|
Text Classification (I8)
|
98% |
1830
2.63 KIPS |
|
Machine Translation (F32)
|
100% |
2632
48.4 IPS |
|
Machine Translation (F16)
|
100% |
2179
40.1 IPS |
|
Machine Translation (I8)
|
70% |
2438
44.9 IPS |