User | orion1 |
Upload Date | September 04 2024 07:03 AM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Generic |
Motherboard | ASRock P45DE |
Power Plan | High performance |
CPU Information | |
---|---|
Name | Intel Core 2 Quad Q9650 |
Topology | 1 Processor, 4 Cores |
Identifier | GenuineIntel Family 6 Model 23 Stepping 10 |
Base Frequency | 3.00 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 6.00 MB x 2 |
Memory Information | |
---|---|
Size | 8.00 GB |
Type | SDRAM |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Radeon RX 580 Series |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2304
431.2 IPS |
|
Image Classification (F16)
|
100% |
2046
382.9 IPS |
|
Image Classification (I8)
|
99% |
1893
354.2 IPS |
|
Image Segmentation (F32)
|
100% |
1822
30.4 IPS |
|
Image Segmentation (F16)
|
100% |
1454
24.3 IPS |
|
Image Segmentation (I8)
|
98% |
1262
21.1 IPS |
|
Pose Estimation (F32)
|
100% |
53615
64.9 IPS |
|
Pose Estimation (F16)
|
100% |
54457
65.9 IPS |
|
Pose Estimation (I8)
|
100% |
42545
51.5 IPS |
|
Object Detection (F32)
|
100% |
1171
87.4 IPS |
|
Object Detection (F16)
|
100% |
1173
87.6 IPS |
|
Object Detection (I8)
|
57% |
1126
84.0 IPS |
|
Face Detection (F32)
|
100% |
5278
62.8 IPS |
|
Face Detection (F16)
|
100% |
5369
63.8 IPS |
|
Face Detection (I8)
|
88% |
4548
54.1 IPS |
|
Depth Estimation (F32)
|
100% |
16536
128.2 IPS |
|
Depth Estimation (F16)
|
100% |
16824
130.5 IPS |
|
Depth Estimation (I8)
|
95% |
13112
101.7 IPS |
|
Style Transfer (F32)
|
100% |
71507
94.1 IPS |
|
Style Transfer (F16)
|
100% |
75052
98.7 IPS |
|
Style Transfer (I8)
|
98% |
59494
78.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
4855
173.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
5078
181.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
3727
133.1 IPS |
|
Text Classification (F32)
|
100% |
1077
1.55 KIPS |
|
Text Classification (F16)
|
100% |
1082
1.56 KIPS |
|
Text Classification (I8)
|
98% |
676
972.0 IPS |
|
Machine Translation (F32)
|
100% |
547
10.1 IPS |
|
Machine Translation (F16)
|
100% |
548
10.1 IPS |
|
Machine Translation (I8)
|
69% |
533
9.81 IPS |