Upload Date | April 26 2024 05:07 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Alienware Alienware m15 R3 |
Motherboard | Alienware Alienware m15 R3 |
Power Plan | Balanced |
CPU Information | |
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Name | Intel Core i7-10875H |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | GenuineIntel Family 6 Model 165 Stepping 2 |
Base Frequency | 2.30 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 256 KB x 8 |
L3 Cache | 16.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1082
202.6 IPS |
|
Image Classification (F16)
|
100% |
1069
200.0 IPS |
|
Image Classification (I8)
|
97% |
1695
317.1 IPS |
|
Image Segmentation (F32)
|
100% |
850
14.2 IPS |
|
Image Segmentation (F16)
|
100% |
773
12.9 IPS |
|
Image Segmentation (I8)
|
97% |
1449
24.2 IPS |
|
Pose Estimation (F32)
|
100% |
3200
3.88 IPS |
|
Pose Estimation (F16)
|
100% |
3153
3.82 IPS |
|
Pose Estimation (I8)
|
100% |
7785
9.43 IPS |
|
Object Detection (F32)
|
100% |
999
74.6 IPS |
|
Object Detection (F16)
|
100% |
1004
74.9 IPS |
|
Object Detection (I8)
|
60% |
1017
75.9 IPS |
|
Face Detection (F32)
|
100% |
1479
17.6 IPS |
|
Face Detection (F16)
|
100% |
1479
17.6 IPS |
|
Face Detection (I8)
|
87% |
2426
28.8 IPS |
|
Depth Estimation (F32)
|
100% |
3643
28.3 IPS |
|
Depth Estimation (F16)
|
100% |
3664
28.4 IPS |
|
Depth Estimation (I8)
|
74% |
6758
52.4 IPS |
|
Style Transfer (F32)
|
100% |
7713
10.1 IPS |
|
Style Transfer (F16)
|
100% |
7985
10.5 IPS |
|
Style Transfer (I8)
|
85% |
10186
13.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
1534
54.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
1536
54.9 IPS |
|
Image Super-Resolution (I8)
|
97% |
2092
74.7 IPS |
|
Text Classification (F32)
|
100% |
938
1.35 KIPS |
|
Text Classification (F16)
|
100% |
1120
1.61 KIPS |
|
Text Classification (I8)
|
94% |
268
385.0 IPS |
|
Machine Translation (F32)
|
100% |
1102
20.3 IPS |
|
Machine Translation (F16)
|
100% |
1076
19.8 IPS |
|
Machine Translation (I8)
|
67% |
1394
25.7 IPS |