Upload Date | November 15 2024 12:01 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Home (64-bit) |
Model | Micro-Star International Co., Ltd. Katana GF76 11UC |
Motherboard | Micro-Star International Co., Ltd. MS-17L2 |
Power Plan | Hchstleistung |
CPU Information | |
---|---|
Name | Intel Core i7-11800H |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | GenuineIntel Family 6 Model 141 Stepping 1 |
Base Frequency | 2.30 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 8 |
L1 Data Cache | 48.0 KB x 8 |
L2 Cache | 1.25 MB x 8 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) UHD Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
497
93.1 IPS |
|
Image Classification (F16)
|
100% |
500
93.6 IPS |
|
Image Classification (I8)
|
100% |
416
77.9 IPS |
|
Image Segmentation (F32)
|
100% |
804
13.4 IPS |
|
Image Segmentation (F16)
|
100% |
839
14.0 IPS |
|
Image Segmentation (I8)
|
98% |
635
10.6 IPS |
|
Pose Estimation (F32)
|
100% |
3684
4.46 IPS |
|
Pose Estimation (F16)
|
100% |
3748
4.54 IPS |
|
Pose Estimation (I8)
|
100% |
2684
3.25 IPS |
|
Object Detection (F32)
|
100% |
679
50.7 IPS |
|
Object Detection (F16)
|
100% |
610
45.6 IPS |
|
Object Detection (I8)
|
54% |
551
41.1 IPS |
|
Face Detection (F32)
|
100% |
1204
14.3 IPS |
|
Face Detection (F16)
|
100% |
1163
13.8 IPS |
|
Face Detection (I8)
|
89% |
820
9.75 IPS |
|
Depth Estimation (F32)
|
100% |
2495
19.4 IPS |
|
Depth Estimation (F16)
|
100% |
2539
19.7 IPS |
|
Depth Estimation (I8)
|
95% |
1948
15.1 IPS |
|
Style Transfer (F32)
|
100% |
7730
10.2 IPS |
|
Style Transfer (F16)
|
100% |
8313
10.9 IPS |
|
Style Transfer (I8)
|
98% |
6639
8.73 IPS |
|
Image Super-Resolution (F32)
|
100% |
1549
55.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
1548
55.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
871
31.1 IPS |
|
Text Classification (F32)
|
100% |
717
1.03 KIPS |
|
Text Classification (F16)
|
100% |
721
1.04 KIPS |
|
Text Classification (I8)
|
98% |
373
536.4 IPS |
|
Machine Translation (F32)
|
100% |
647
11.9 IPS |
|
Machine Translation (F16)
|
100% |
652
12.0 IPS |
|
Machine Translation (I8)
|
70% |
383
7.04 IPS |