User | paisarn |
Upload Date | August 30 2024 04:08 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Dell Inc. OptiPlex 7060 |
Motherboard | Dell Inc. 0C96W1 |
Power Plan | High performance |
CPU Information | |
---|---|
Name | Intel Core i7-8700 |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 158 Stepping 10 |
Base Frequency | 3.19 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 256 KB x 6 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
---|---|
Size | 8.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1340
250.8 IPS |
|
Image Classification (F16)
|
100% |
1350
252.7 IPS |
|
Image Classification (I8)
|
97% |
2012
376.5 IPS |
|
Image Segmentation (F32)
|
100% |
845
14.1 IPS |
|
Image Segmentation (F16)
|
100% |
844
14.1 IPS |
|
Image Segmentation (I8)
|
97% |
1455
24.3 IPS |
|
Pose Estimation (F32)
|
100% |
3921
4.75 IPS |
|
Pose Estimation (F16)
|
100% |
3934
4.76 IPS |
|
Pose Estimation (I8)
|
100% |
8006
9.69 IPS |
|
Object Detection (F32)
|
100% |
1121
83.7 IPS |
|
Object Detection (F16)
|
100% |
1123
83.8 IPS |
|
Object Detection (I8)
|
60% |
1200
89.6 IPS |
|
Face Detection (F32)
|
100% |
1053
12.5 IPS |
|
Face Detection (F16)
|
100% |
1051
12.5 IPS |
|
Face Detection (I8)
|
87% |
2045
24.3 IPS |
|
Depth Estimation (F32)
|
100% |
3822
29.6 IPS |
|
Depth Estimation (F16)
|
100% |
3817
29.6 IPS |
|
Depth Estimation (I8)
|
74% |
6766
52.5 IPS |
|
Style Transfer (F32)
|
100% |
9641
12.7 IPS |
|
Style Transfer (F16)
|
100% |
9594
12.6 IPS |
|
Style Transfer (I8)
|
85% |
7815
10.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
1909
68.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1943
69.4 IPS |
|
Image Super-Resolution (I8)
|
97% |
2369
84.6 IPS |
|
Text Classification (F32)
|
100% |
1352
1.94 KIPS |
|
Text Classification (F16)
|
100% |
1359
1.95 KIPS |
|
Text Classification (I8)
|
94% |
395
567.0 IPS |
|
Machine Translation (F32)
|
100% |
1148
21.1 IPS |
|
Machine Translation (F16)
|
100% |
1141
21.0 IPS |
|
Machine Translation (I8)
|
67% |
1446
26.6 IPS |