User | TechnoCat |
Upload Date | August 15 2024 02:42 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Dell Inc. XPS 14 9440 |
Motherboard | Dell Inc. 0H14N3 |
CPU Information | |
---|---|
Name | Intel Core Ultra 7 155H |
Topology | 1 Processor, 16 Cores, 22 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 1.40 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% |
3074
575.2 IPS |
|
Image Classification (F16)
|
100% |
3777
706.9 IPS |
|
Image Classification (I8)
|
100% |
2968
555.4 IPS |
|
Image Segmentation (F32)
|
100% |
6050
101.0 IPS |
|
Image Segmentation (F16)
|
100% |
6677
111.5 IPS |
|
Image Segmentation (I8)
|
98% |
2902
48.5 IPS |
|
Pose Estimation (F32)
|
100% |
42354
51.3 IPS |
|
Pose Estimation (F16)
|
100% |
37648
45.6 IPS |
|
Pose Estimation (I8)
|
100% |
48005
58.1 IPS |
|
Object Detection (F32)
|
100% |
3196
238.6 IPS |
|
Object Detection (F16)
|
100% |
1977
147.6 IPS |
|
Object Detection (I8)
|
61% |
3278
244.7 IPS |
|
Face Detection (F32)
|
100% |
9494
112.9 IPS |
|
Face Detection (F16)
|
100% |
9076
107.9 IPS |
|
Face Detection (I8)
|
89% |
8002
95.1 IPS |
|
Depth Estimation (F32)
|
100% |
17501
135.7 IPS |
|
Depth Estimation (F16)
|
100% |
20398
158.2 IPS |
|
Depth Estimation (I8)
|
95% |
17262
133.9 IPS |
|
Style Transfer (F32)
|
100% |
72517
95.4 IPS |
|
Style Transfer (F16)
|
100% |
75712
99.6 IPS |
|
Style Transfer (I8)
|
98% |
79954
105.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
15809
564.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
15430
551.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
11656
416.3 IPS |
|
Text Classification (F32)
|
100% |
1580
2.27 KIPS |
|
Text Classification (F16)
|
100% |
1862
2.68 KIPS |
|
Text Classification (I8)
|
98% |
1209
1.74 KIPS |
|
Machine Translation (F32)
|
100% |
2552
47.0 IPS |
|
Machine Translation (F16)
|
100% |
2514
46.3 IPS |
|
Machine Translation (I8)
|
70% |
1516
27.9 IPS |