Upload Date | August 18 2024 03:10 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro for Workstations (64-bit) |
Model | Gigabyte Technology Co., Ltd. TRX50 AERO D |
Motherboard | Gigabyte Technology Co., Ltd. TRX50 AERO D |
Power Plan | Ultimate Performance |
CPU Information | |
---|---|
Name | AMD Ryzen Threadripper 7960X 24-Cores |
Topology | 1 Processor, 24 Cores, 48 Threads |
Identifier | AuthenticAMD Family 25 Model 24 Stepping 1 |
Base Frequency | 4.20 GHz |
Cluster 1 | 24 Cores |
L1 Instruction Cache | 32.0 KB x 24 |
L1 Data Cache | 32.0 KB x 24 |
L2 Cache | 1.00 MB x 24 |
L3 Cache | 32.0 MB x 4 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1104
206.5 IPS |
|
Image Classification (F16)
|
100% |
1107
207.1 IPS |
|
Image Classification (I8)
|
99% |
2478
463.7 IPS |
|
Image Segmentation (F32)
|
100% |
1755
29.3 IPS |
|
Image Segmentation (F16)
|
100% |
1814
30.3 IPS |
|
Image Segmentation (I8)
|
98% |
3065
51.2 IPS |
|
Pose Estimation (F32)
|
100% |
20099
24.3 IPS |
|
Pose Estimation (F16)
|
100% |
14667
17.8 IPS |
|
Pose Estimation (I8)
|
100% |
44182
53.5 IPS |
|
Object Detection (F32)
|
100% |
1377
102.8 IPS |
|
Object Detection (F16)
|
100% |
1384
103.3 IPS |
|
Object Detection (I8)
|
62% |
1101
82.2 IPS |
|
Face Detection (F32)
|
100% |
3126
37.2 IPS |
|
Face Detection (F16)
|
100% |
2886
34.3 IPS |
|
Face Detection (I8)
|
89% |
4548
54.1 IPS |
|
Depth Estimation (F32)
|
100% |
9695
75.2 IPS |
|
Depth Estimation (F16)
|
100% |
9817
76.1 IPS |
|
Depth Estimation (I8)
|
96% |
14202
110.1 IPS |
|
Style Transfer (F32)
|
100% |
21940
28.9 IPS |
|
Style Transfer (F16)
|
100% |
21538
28.3 IPS |
|
Style Transfer (I8)
|
98% |
32943
43.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
1730
61.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
1743
62.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
3203
114.4 IPS |
|
Text Classification (F32)
|
100% |
1002
1.44 KIPS |
|
Text Classification (F16)
|
100% |
979
1.41 KIPS |
|
Text Classification (I8)
|
98% |
360
517.6 IPS |
|
Machine Translation (F32)
|
100% |
1844
33.9 IPS |
|
Machine Translation (F16)
|
100% |
1968
36.2 IPS |
|
Machine Translation (I8)
|
67% |
3078
56.7 IPS |