Upload Date | August 16 2024 09:04 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Dell Inc. Inspiron 14 Plus 7441 |
Motherboard | Dell Inc. 047JFG |
Power Plan | Balanced |
CPU Information | |
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Name | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Oryon(TM) CPU |
Topology | 1 Processor, 10 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
720
134.7 IPS |
|
Image Classification (F16)
|
100% |
720
134.8 IPS |
|
Image Classification (I8)
|
99% |
3872
724.6 IPS |
|
Image Segmentation (F32)
|
100% |
807
13.5 IPS |
|
Image Segmentation (F16)
|
100% |
816
13.6 IPS |
|
Image Segmentation (I8)
|
98% |
2287
38.2 IPS |
|
Pose Estimation (F32)
|
100% |
5761
6.98 IPS |
|
Pose Estimation (F16)
|
100% |
5688
6.89 IPS |
|
Pose Estimation (I8)
|
100% |
22052
26.7 IPS |
|
Object Detection (F32)
|
100% |
893
66.6 IPS |
|
Object Detection (F16)
|
100% |
897
67.0 IPS |
|
Object Detection (I8)
|
65% |
3418
255.1 IPS |
|
Face Detection (F32)
|
100% |
1895
22.5 IPS |
|
Face Detection (F16)
|
100% |
1917
22.8 IPS |
|
Face Detection (I8)
|
89% |
6078
72.3 IPS |
|
Depth Estimation (F32)
|
100% |
2578
20.0 IPS |
|
Depth Estimation (F16)
|
100% |
2545
19.7 IPS |
|
Depth Estimation (I8)
|
96% |
13755
106.7 IPS |
|
Style Transfer (F32)
|
100% |
13982
18.4 IPS |
|
Style Transfer (F16)
|
100% |
14322
18.8 IPS |
|
Style Transfer (I8)
|
98% |
27327
35.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
2297
82.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
2316
82.7 IPS |
|
Image Super-Resolution (I8)
|
99% |
3989
142.5 IPS |
|
Text Classification (F32)
|
100% |
1446
2.08 KIPS |
|
Text Classification (F16)
|
100% |
1417
2.04 KIPS |
|
Text Classification (I8)
|
98% |
1180
1.70 KIPS |
|
Machine Translation (F32)
|
100% |
2154
39.6 IPS |
|
Machine Translation (F16)
|
100% |
2228
41.0 IPS |
|
Machine Translation (I8)
|
67% |
3584
65.9 IPS |