Upload Date | November 20 2024 04:52 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Windows 11 Pro (64-bit) |
Model | INTEL X99 |
Motherboard | INTEL X99 |
CPU Information | |
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Name | Intel Xeon E5-2695 v3 |
Topology | 2 Processors, 28 Cores, 56 Threads |
Identifier | GenuineIntel Family 6 Model 63 Stepping 2 |
Base Frequency | 2.30 GHz |
Cluster 1 | 28 Cores |
L1 Instruction Cache | 32.0 KB x 14 |
L1 Data Cache | 32.0 KB x 14 |
L2 Cache | 256 KB x 14 |
L3 Cache | 35.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1269
237.5 IPS |
|
Image Classification (F16)
|
100% |
1310
245.1 IPS |
|
Image Classification (I8)
|
97% |
1703
318.7 IPS |
|
Image Segmentation (F32)
|
100% |
1042
17.4 IPS |
|
Image Segmentation (F16)
|
100% |
1060
17.7 IPS |
|
Image Segmentation (I8)
|
97% |
1514
25.3 IPS |
|
Pose Estimation (F32)
|
100% |
13300
16.1 IPS |
|
Pose Estimation (F16)
|
100% |
13276
16.1 IPS |
|
Pose Estimation (I8)
|
100% |
12979
15.7 IPS |
|
Object Detection (F32)
|
100% |
1212
90.5 IPS |
|
Object Detection (F16)
|
100% |
1214
90.6 IPS |
|
Object Detection (I8)
|
60% |
903
67.4 IPS |
|
Face Detection (F32)
|
100% |
2625
31.2 IPS |
|
Face Detection (F16)
|
100% |
2623
31.2 IPS |
|
Face Detection (I8)
|
87% |
2275
27.1 IPS |
|
Depth Estimation (F32)
|
100% |
7366
57.1 IPS |
|
Depth Estimation (F16)
|
100% |
7387
57.3 IPS |
|
Depth Estimation (I8)
|
74% |
7887
61.2 IPS |
|
Style Transfer (F32)
|
100% |
21400
28.1 IPS |
|
Style Transfer (F16)
|
100% |
21401
28.2 IPS |
|
Style Transfer (I8)
|
85% |
11132
14.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
2271
81.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
2283
81.5 IPS |
|
Image Super-Resolution (I8)
|
97% |
2085
74.5 IPS |
|
Text Classification (F32)
|
100% |
802
1.15 KIPS |
|
Text Classification (F16)
|
100% |
802
1.15 KIPS |
|
Text Classification (I8)
|
94% |
260
373.1 IPS |
|
Machine Translation (F32)
|
100% |
1047
19.3 IPS |
|
Machine Translation (F16)
|
100% |
1044
19.2 IPS |
|
Machine Translation (I8)
|
67% |
1442
26.5 IPS |