Upload Date | June 24 2025 04:05 PM |
Views | 5 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. Z170X-Gaming 7 |
Motherboard | Gigabyte Technology Co., Ltd. Z170X-Gaming 7 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-6700K |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 94 Stepping 3 |
Base Frequency | 4.00 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 | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA RTX A3000 12GB Laptop GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4824
902.8 IPS |
|
Image Classification (F16)
|
100% |
3676
688.0 IPS |
|
Image Classification (I8)
|
100% |
2977
557.1 IPS |
|
Image Segmentation (F32)
|
100% |
6067
101.3 IPS |
|
Image Segmentation (F16)
|
100% |
6120
102.2 IPS |
|
Image Segmentation (I8)
|
98% |
4736
79.1 IPS |
|
Pose Estimation (F32)
|
100% |
45759
55.4 IPS |
|
Pose Estimation (F16)
|
100% |
47680
57.7 IPS |
|
Pose Estimation (I8)
|
100% |
38603
46.7 IPS |
|
Object Detection (F32)
|
100% |
2799
209.0 IPS |
|
Object Detection (F16)
|
100% |
3071
229.2 IPS |
|
Object Detection (I8)
|
63% |
2638
196.9 IPS |
|
Face Detection (F32)
|
100% |
12365
147.0 IPS |
|
Face Detection (F16)
|
100% |
12456
148.1 IPS |
|
Face Detection (I8)
|
89% |
9776
116.2 IPS |
|
Depth Estimation (F32)
|
100% |
24407
189.3 IPS |
|
Depth Estimation (F16)
|
100% |
24345
188.8 IPS |
|
Depth Estimation (I8)
|
94% |
18523
143.6 IPS |
|
Style Transfer (F32)
|
100% |
78498
103.3 IPS |
|
Style Transfer (F16)
|
100% |
77679
102.2 IPS |
|
Style Transfer (I8)
|
98% |
64999
85.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
12582
449.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
13219
472.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
9070
323.9 IPS |
|
Text Classification (F32)
|
100% |
1293
1.86 KIPS |
|
Text Classification (F16)
|
100% |
1203
1.73 KIPS |
|
Text Classification (I8)
|
98% |
804
1.16 KIPS |
|
Machine Translation (F32)
|
100% |
2218
40.8 IPS |
|
Machine Translation (F16)
|
100% |
2208
40.6 IPS |
|
Machine Translation (I8)
|
70% |
1140
21.0 IPS |