Upload Date | August 23 2024 07:43 PM |
Views | 2 |
System Information | |
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Operating System | Bazzite 40 (FROM Fedora Kinoite) |
Model | System manufacturer System Product Name |
Motherboard | ASUSTeK COMPUTER INC. PRIME A320M-K |
CPU Information | |
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Name | AMD Ryzen 7 2700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 23 Model 8 Stepping 2 |
Base Frequency | 3.70 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 64.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 512 KB x 8 |
L3 Cache | 8.00 MB x 2 |
Memory Information | |
---|---|
Size | 15.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
817
152.9 IPS |
|
Image Classification (F16)
|
100% |
818
153.0 IPS |
|
Image Classification (I8)
|
99% |
599
112.1 IPS |
|
Image Segmentation (F32)
|
100% |
1076
18.0 IPS |
|
Image Segmentation (F16)
|
100% |
1077
18.0 IPS |
|
Image Segmentation (I8)
|
98% |
677
11.3 IPS |
|
Pose Estimation (F32)
|
100% |
1333
1.61 IPS |
|
Pose Estimation (F16)
|
100% |
1346
1.63 IPS |
|
Pose Estimation (I8)
|
100% |
1663
2.01 IPS |
|
Object Detection (F32)
|
100% |
709
52.9 IPS |
|
Object Detection (F16)
|
100% |
703
52.4 IPS |
|
Object Detection (I8)
|
65% |
569
42.5 IPS |
|
Face Detection (F32)
|
100% |
1379
16.4 IPS |
|
Face Detection (F16)
|
100% |
1379
16.4 IPS |
|
Face Detection (I8)
|
87% |
1351
16.1 IPS |
|
Depth Estimation (F32)
|
100% |
1338
10.4 IPS |
|
Depth Estimation (F16)
|
100% |
1333
10.3 IPS |
|
Depth Estimation (I8)
|
95% |
1386
10.7 IPS |
|
Style Transfer (F32)
|
100% |
1740
2.29 IPS |
|
Style Transfer (F16)
|
100% |
1735
2.28 IPS |
|
Style Transfer (I8)
|
98% |
3095
4.07 IPS |
|
Image Super-Resolution (F32)
|
100% |
830
29.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
832
29.7 IPS |
|
Image Super-Resolution (I8)
|
98% |
890
31.8 IPS |
|
Text Classification (F32)
|
100% |
813
1.17 KIPS |
|
Text Classification (F16)
|
100% |
814
1.17 KIPS |
|
Text Classification (I8)
|
92% |
365
524.8 IPS |
|
Machine Translation (F32)
|
100% |
1163
21.4 IPS |
|
Machine Translation (F16)
|
100% |
1205
22.2 IPS |
|
Machine Translation (I8)
|
62% |
535
9.84 IPS |