Upload Date | August 15 2024 07:36 PM |
Views | 2 |
System Information | |
---|---|
Operating System | CachyOS |
Model | ASRock X670E Pro RS |
Motherboard | ASRock X670E Pro RS |
CPU Information | |
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Name | AMD Ryzen 9 7950X3D |
Topology | 1 Processor, 16 Cores, 32 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 5.76 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 32.0 KB x 16 |
L1 Data Cache | 32.0 KB x 16 |
L2 Cache | 1.00 MB x 16 |
L3 Cache | 96.0 MB x 2 |
Memory Information | |
---|---|
Size | 61.88 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1675
313.5 IPS |
|
Image Classification (F16)
|
100% |
1538
287.9 IPS |
|
Image Classification (I8)
|
99% |
1514
283.3 IPS |
|
Image Segmentation (F32)
|
100% |
2595
43.3 IPS |
|
Image Segmentation (F16)
|
100% |
2808
46.9 IPS |
|
Image Segmentation (I8)
|
98% |
1363
22.8 IPS |
|
Pose Estimation (F32)
|
100% |
4053
4.91 IPS |
|
Pose Estimation (F16)
|
100% |
4622
5.60 IPS |
|
Pose Estimation (I8)
|
100% |
6069
7.35 IPS |
|
Object Detection (F32)
|
100% |
1989
148.5 IPS |
|
Object Detection (F16)
|
100% |
1769
132.1 IPS |
|
Object Detection (I8)
|
65% |
2003
149.5 IPS |
|
Face Detection (F32)
|
100% |
2984
35.5 IPS |
|
Face Detection (F16)
|
100% |
3241
38.5 IPS |
|
Face Detection (I8)
|
87% |
2717
32.3 IPS |
|
Depth Estimation (F32)
|
100% |
3055
23.7 IPS |
|
Depth Estimation (F16)
|
100% |
3120
24.2 IPS |
|
Depth Estimation (I8)
|
95% |
3216
24.9 IPS |
|
Style Transfer (F32)
|
100% |
4624
6.08 IPS |
|
Style Transfer (F16)
|
100% |
4859
6.39 IPS |
|
Style Transfer (I8)
|
98% |
8282
10.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
1890
67.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
1866
66.6 IPS |
|
Image Super-Resolution (I8)
|
98% |
2646
94.5 IPS |
|
Text Classification (F32)
|
100% |
1291
1.85 KIPS |
|
Text Classification (F16)
|
100% |
1542
2.22 KIPS |
|
Text Classification (I8)
|
92% |
785
1.13 KIPS |
|
Machine Translation (F32)
|
100% |
4822
88.7 IPS |
|
Machine Translation (F16)
|
100% |
3537
65.1 IPS |
|
Machine Translation (I8)
|
62% |
1169
21.5 IPS |