Upload Date | August 23 2024 06:58 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Education (64-bit) |
Model | ASUSTeK COMPUTER INC. ROG Ally RC71L_RC71L |
Motherboard | ASUSTeK COMPUTER INC. RC71L |
Power Plan | Turbo |
CPU Information | |
---|---|
Name | AMD Ryzen Z1 Extreme |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 116 Stepping 1 |
Base Frequency | 3.30 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 1.00 MB x 8 |
L3 Cache | 16.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | AMD Radeon Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1208
226.1 IPS |
|
Image Classification (F16)
|
100% |
1663
311.2 IPS |
|
Image Classification (I8)
|
100% |
1511
282.7 IPS |
|
Image Segmentation (F32)
|
100% |
1207
20.2 IPS |
|
Image Segmentation (F16)
|
100% |
2015
33.6 IPS |
|
Image Segmentation (I8)
|
98% |
1574
26.3 IPS |
|
Pose Estimation (F32)
|
100% |
15663
19.0 IPS |
|
Pose Estimation (F16)
|
100% |
15477
18.7 IPS |
|
Pose Estimation (I8)
|
100% |
18994
23.0 IPS |
|
Object Detection (F32)
|
100% |
1300
97.1 IPS |
|
Object Detection (F16)
|
100% |
1263
94.3 IPS |
|
Object Detection (I8)
|
62% |
668
49.9 IPS |
|
Face Detection (F32)
|
100% |
3375
40.1 IPS |
|
Face Detection (F16)
|
100% |
3383
40.2 IPS |
|
Face Detection (I8)
|
89% |
3943
46.9 IPS |
|
Depth Estimation (F32)
|
100% |
5471
42.4 IPS |
|
Depth Estimation (F16)
|
100% |
9391
72.8 IPS |
|
Depth Estimation (I8)
|
95% |
7101
55.1 IPS |
|
Style Transfer (F32)
|
100% |
28526
37.5 IPS |
|
Style Transfer (F16)
|
100% |
24340
32.0 IPS |
|
Style Transfer (I8)
|
98% |
16726
22.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
3454
123.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
3322
118.7 IPS |
|
Image Super-Resolution (I8)
|
99% |
1938
69.2 IPS |
|
Text Classification (F32)
|
100% |
550
790.6 IPS |
|
Text Classification (F16)
|
100% |
560
804.3 IPS |
|
Text Classification (I8)
|
98% |
282
405.7 IPS |
|
Machine Translation (F32)
|
100% |
1538
28.3 IPS |
|
Machine Translation (F16)
|
100% |
1110
20.4 IPS |
|
Machine Translation (I8)
|
70% |
943
17.3 IPS |