Upload Date | July 19 2024 07:12 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 (64-bit) |
Model | LENOVO 21KUZBUJCN |
Motherboard | LENOVO 21KUZBUJCN |
CPU Information | |
---|---|
Name | Intel Core Ultra 9 185H |
Topology | 1 Processor, 16 Cores, 22 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 2.30 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 10 Cores |
L1 Instruction Cache | 64.0 KB x 11 |
L1 Data Cache | 48.0 KB x 11 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | NVIDIA GeForce RTX 4050 Laptop GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4976
931.2 IPS |
|
Image Classification (F16)
|
100% |
4850
907.7 IPS |
|
Image Classification (I8)
|
100% |
4370
817.7 IPS |
|
Image Segmentation (F32)
|
100% |
6902
115.3 IPS |
|
Image Segmentation (F16)
|
100% |
5433
90.7 IPS |
|
Image Segmentation (I8)
|
98% |
4963
82.9 IPS |
|
Pose Estimation (F32)
|
100% |
44732
54.2 IPS |
|
Pose Estimation (F16)
|
100% |
44378
53.7 IPS |
|
Pose Estimation (I8)
|
100% |
39796
48.2 IPS |
|
Object Detection (F32)
|
100% |
4555
340.1 IPS |
|
Object Detection (F16)
|
100% |
4618
344.7 IPS |
|
Object Detection (I8)
|
61% |
4357
325.2 IPS |
|
Face Detection (F32)
|
100% |
13624
162.0 IPS |
|
Face Detection (F16)
|
100% |
13772
163.7 IPS |
|
Face Detection (I8)
|
89% |
11342
134.9 IPS |
|
Depth Estimation (F32)
|
100% |
26222
203.3 IPS |
|
Depth Estimation (F16)
|
100% |
26154
202.8 IPS |
|
Depth Estimation (I8)
|
95% |
23199
179.9 IPS |
|
Style Transfer (F32)
|
100% |
103103
135.6 IPS |
|
Style Transfer (F16)
|
100% |
76332
100.4 IPS |
|
Style Transfer (I8)
|
98% |
84263
110.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
20327
725.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
16100
575.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
12101
432.2 IPS |
|
Text Classification (F32)
|
100% |
1447
2.08 KIPS |
|
Text Classification (F16)
|
100% |
1479
2.13 KIPS |
|
Text Classification (I8)
|
98% |
1004
1.44 KIPS |
|
Machine Translation (F32)
|
100% |
2866
52.7 IPS |
|
Machine Translation (F16)
|
100% |
2863
52.7 IPS |
|
Machine Translation (I8)
|
70% |
1722
31.7 IPS |