User | RandomHairball_2364 |
Upload Date | August 16 2024 06:09 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. AX370-Gaming 5 |
Motherboard | Gigabyte Technology Co., Ltd. AX370-Gaming 5 |
Power Plan | Balansert |
CPU Information | |
---|---|
Name | AMD Ryzen 7 1700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 23 Model 1 Stepping 1 |
Base Frequency | 3.40 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 | Radeon RX 580 Series |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2605
487.5 IPS |
|
Image Classification (F16)
|
100% |
2606
487.6 IPS |
|
Image Classification (I8)
|
100% |
2082
389.6 IPS |
|
Image Segmentation (F32)
|
100% |
3054
51.0 IPS |
|
Image Segmentation (F16)
|
100% |
3020
50.4 IPS |
|
Image Segmentation (I8)
|
98% |
2662
44.5 IPS |
|
Pose Estimation (F32)
|
100% |
55585
67.3 IPS |
|
Pose Estimation (F16)
|
100% |
55299
67.0 IPS |
|
Pose Estimation (I8)
|
100% |
42505
51.5 IPS |
|
Object Detection (F32)
|
100% |
1918
143.2 IPS |
|
Object Detection (F16)
|
100% |
1883
140.5 IPS |
|
Object Detection (I8)
|
66% |
1668
124.5 IPS |
|
Face Detection (F32)
|
100% |
7528
89.5 IPS |
|
Face Detection (F16)
|
100% |
7460
88.7 IPS |
|
Face Detection (I8)
|
90% |
5841
69.5 IPS |
|
Depth Estimation (F32)
|
100% |
17336
134.4 IPS |
|
Depth Estimation (F16)
|
100% |
17354
134.6 IPS |
|
Depth Estimation (I8)
|
94% |
13078
101.4 IPS |
|
Style Transfer (F32)
|
100% |
56115
73.8 IPS |
|
Style Transfer (F16)
|
100% |
55994
73.7 IPS |
|
Style Transfer (I8)
|
98% |
45708
60.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
7245
258.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
7192
256.8 IPS |
|
Image Super-Resolution (I8)
|
99% |
4844
173.0 IPS |
|
Text Classification (F32)
|
100% |
1073
1.54 KIPS |
|
Text Classification (F16)
|
100% |
1072
1.54 KIPS |
|
Text Classification (I8)
|
98% |
634
911.6 IPS |
|
Machine Translation (F32)
|
100% |
1712
31.5 IPS |
|
Machine Translation (F16)
|
100% |
1719
31.6 IPS |
|
Machine Translation (I8)
|
69% |
963
17.7 IPS |