User | tandemcykeln |
Upload Date | August 16 2024 03:12 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Ubuntu 22.04.4 LTS |
Model | ASUS System Product Name |
Motherboard | ASUSTeK COMPUTER INC. ROG STRIX B550-F GAMING |
CPU Information | |
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Name | AMD Ryzen 9 5900X |
Topology | 1 Processor, 12 Cores, 24 Threads |
Identifier | AuthenticAMD Family 25 Model 33 Stepping 2 |
Base Frequency | 4.95 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 32.0 KB x 12 |
L1 Data Cache | 32.0 KB x 12 |
L2 Cache | 512 KB x 12 |
L3 Cache | 32.0 MB x 2 |
Memory Information | |
---|---|
Size | 62.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
80
15.0 IPS |
|
Image Classification (F16)
|
100% |
80
14.9 IPS |
|
Image Classification (I8)
|
97% |
59
11.0 IPS |
|
Image Segmentation (F32)
|
100% |
107
1.79 IPS |
|
Image Segmentation (F16)
|
100% |
107
1.79 IPS |
|
Image Segmentation (I8)
|
98% |
77
1.28 IPS |
|
Pose Estimation (F32)
|
100% |
127
0.15 IPS |
|
Pose Estimation (F16)
|
100% |
127
0.15 IPS |
|
Pose Estimation (I8)
|
100% |
97
0.12 IPS |
|
Object Detection (F32)
|
100% |
83
6.21 IPS |
|
Object Detection (F16)
|
100% |
83
6.19 IPS |
|
Object Detection (I8)
|
68% |
61
4.56 IPS |
|
Face Detection (F32)
|
100% |
258
3.06 IPS |
|
Face Detection (F16)
|
100% |
257
3.06 IPS |
|
Face Detection (I8)
|
87% |
188
2.23 IPS |
|
Depth Estimation (F32)
|
100% |
188
1.46 IPS |
|
Depth Estimation (F16)
|
100% |
188
1.46 IPS |
|
Depth Estimation (I8)
|
95% |
139
1.07 IPS |
|
Style Transfer (F32)
|
100% |
388
0.51 IPS |
|
Style Transfer (F16)
|
100% |
386
0.51 IPS |
|
Style Transfer (I8)
|
98% |
298
0.39 IPS |
|
Image Super-Resolution (F32)
|
100% |
89
3.17 IPS |
|
Image Super-Resolution (F16)
|
100% |
89
3.17 IPS |
|
Image Super-Resolution (I8)
|
98% |
65
2.33 IPS |
|
Text Classification (F32)
|
100% |
91
131.5 IPS |
|
Text Classification (F16)
|
100% |
91
130.8 IPS |
|
Text Classification (I8)
|
92% |
61
88.4 IPS |
|
Machine Translation (F32)
|
100% |
166
3.05 IPS |
|
Machine Translation (F16)
|
100% |
179
3.30 IPS |
|
Machine Translation (I8)
|
62% |
107
1.97 IPS |