User | saiht |
Upload Date | July 16 2024 08:25 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Xigmatek Gemini |
Motherboard | ASRock B460M Pro4 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i3-10100 |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 165 Stepping 3 |
Base Frequency | 3.60 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 256 KB x 4 |
L3 Cache | 6.00 MB x 1 |
Memory Information | |
---|---|
Size | 48.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 3070 Ti |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5925
1.11 KIPS |
|
Image Classification (F16)
|
100% |
5989
1.12 KIPS |
|
Image Classification (I8)
|
100% |
4429
828.8 IPS |
|
Image Segmentation (F32)
|
100% |
8659
144.6 IPS |
|
Image Segmentation (F16)
|
100% |
8759
146.3 IPS |
|
Image Segmentation (I8)
|
98% |
7323
122.3 IPS |
|
Pose Estimation (F32)
|
100% |
101175
122.5 IPS |
|
Pose Estimation (F16)
|
100% |
100469
121.7 IPS |
|
Pose Estimation (I8)
|
100% |
81978
99.3 IPS |
|
Object Detection (F32)
|
100% |
3736
278.9 IPS |
|
Object Detection (F16)
|
100% |
3886
290.1 IPS |
|
Object Detection (I8)
|
63% |
3403
254.1 IPS |
|
Face Detection (F32)
|
100% |
15485
184.1 IPS |
|
Face Detection (F16)
|
100% |
18517
220.2 IPS |
|
Face Detection (I8)
|
89% |
14365
170.8 IPS |
|
Depth Estimation (F32)
|
100% |
38478
298.4 IPS |
|
Depth Estimation (F16)
|
100% |
39171
303.8 IPS |
|
Depth Estimation (I8)
|
95% |
27479
213.1 IPS |
|
Style Transfer (F32)
|
100% |
158474
208.5 IPS |
|
Style Transfer (F16)
|
100% |
157775
207.5 IPS |
|
Style Transfer (I8)
|
98% |
127259
167.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
28635
1.02 KIPS |
|
Image Super-Resolution (F16)
|
100% |
27157
969.9 IPS |
|
Image Super-Resolution (I8)
|
99% |
17501
625.0 IPS |
|
Text Classification (F32)
|
100% |
2310
3.32 KIPS |
|
Text Classification (F16)
|
100% |
2281
3.28 KIPS |
|
Text Classification (I8)
|
98% |
1059
1.52 KIPS |
|
Machine Translation (F32)
|
100% |
2509
46.2 IPS |
|
Machine Translation (F16)
|
100% |
2496
45.9 IPS |
|
Machine Translation (I8)
|
70% |
1362
25.1 IPS |