Upload Date | August 16 2024 04:48 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. B760 DS3H AC DDR4 |
Motherboard | Gigabyte Technology Co., Ltd. B760 DS3H AC DDR4 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-12700F |
Topology | 1 Processor, 12 Cores, 20 Threads |
Identifier | GenuineIntel Family 6 Model 151 Stepping 2 |
Base Frequency | 2.10 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 10 |
L1 Data Cache | 48.0 KB x 10 |
L2 Cache | 1.25 MB x 2 |
L3 Cache | 25.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4070 Ti |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
9932
1.86 KIPS |
|
Image Classification (F16)
|
100% |
10383
1.94 KIPS |
|
Image Classification (I8)
|
100% |
8900
1.67 KIPS |
|
Image Segmentation (F32)
|
100% |
15621
260.9 IPS |
|
Image Segmentation (F16)
|
100% |
15411
257.4 IPS |
|
Image Segmentation (I8)
|
98% |
14645
244.6 IPS |
|
Pose Estimation (F32)
|
100% |
174823
211.7 IPS |
|
Pose Estimation (F16)
|
100% |
175424
212.4 IPS |
|
Pose Estimation (I8)
|
100% |
158870
192.4 IPS |
|
Object Detection (F32)
|
100% |
6588
491.8 IPS |
|
Object Detection (F16)
|
100% |
6655
496.9 IPS |
|
Object Detection (I8)
|
56% |
6155
459.5 IPS |
|
Face Detection (F32)
|
100% |
31805
378.2 IPS |
|
Face Detection (F16)
|
100% |
32396
385.2 IPS |
|
Face Detection (I8)
|
89% |
27949
332.3 IPS |
|
Depth Estimation (F32)
|
100% |
63242
490.4 IPS |
|
Depth Estimation (F16)
|
100% |
63180
490.0 IPS |
|
Depth Estimation (I8)
|
94% |
51017
395.6 IPS |
|
Style Transfer (F32)
|
100% |
287467
378.1 IPS |
|
Style Transfer (F16)
|
100% |
289640
381.0 IPS |
|
Style Transfer (I8)
|
98% |
260616
342.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
39792
1.42 KIPS |
|
Image Super-Resolution (F16)
|
100% |
42277
1.51 KIPS |
|
Image Super-Resolution (I8)
|
99% |
34506
1.23 KIPS |
|
Text Classification (F32)
|
100% |
3403
4.89 KIPS |
|
Text Classification (F16)
|
100% |
3418
4.91 KIPS |
|
Text Classification (I8)
|
98% |
2083
2.99 KIPS |
|
Machine Translation (F32)
|
100% |
4405
81.1 IPS |
|
Machine Translation (F16)
|
100% |
4422
81.4 IPS |
|
Machine Translation (I8)
|
70% |
2687
49.4 IPS |