上传的文档去阴影数据集

上传的文档去阴影数据集，主要是用于自己测试的私有数据集，后期会考虑公开。

实时性限制：nvidia-smi的刷新间隔是固定的，通常默认为一秒。对于一些需要更快速、更精确的监控需求，nvidia-smi可能无法满足要求。
局限性：nvidia-smi只能提供有限的GPU信息，对于一些更高级的监控需求或者定制化的监控功能，可能无法满足。例如，如果需要定时记录GPU的使用情况以进行更深入的分析，nvidia-smi就无法满足这一需求。 类似于nvidia-smi的工具还有一些其他选择，如GPU-Z、CUDA-Z、NVML等。这些工具在某些方面可能会提供更加丰富的功能和更灵活的使用方式：
GPU-Z：类似于nvidia-smi，GPU-Z提供了丰富的GPU信息，包括显存使用、温度、时钟频率等。不同于nvidia-smi，GPU-Z提供了一个图形界面，更加直观且易于使用。
CUDA-Z：CUDA-Z是另一个类似的工具，可以提供GPU的详细信息，并且支持实时监控GPU的各种指标。它也提供了图形界面，具备更友好的用户体验。
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版权声明：本文为CSDN博主「牛肉胡辣汤」的原创文章，遵循CC 4.0 BY-SA版权协议，转载请附上原文出处链接及本声明。
原文链接：https://blog.csdn.net/q7w8e9r4/article/details/134846677

This uploaded document de-shadowing dataset is a private dataset primarily used for personal testing, and public release will be considered in the future.

Real-time limitation: The refresh interval of nvidia-smi is fixed, usually defaulting to 1 second. For monitoring demands that require faster speed and higher precision, nvidia-smi may fail to meet the requirements.

Limitations: nvidia-smi can only provide limited GPU information, and may not satisfy more advanced monitoring needs or customized monitoring functions. For example, if users need to regularly record GPU usage for in-depth analysis, nvidia-smi cannot fulfill this demand. There are other alternative tools similar to nvidia-smi, such as GPU-Z, CUDA-Z, NVML, etc. These tools may offer more comprehensive functions and more flexible usage methods in certain aspects:
GPU-Z: Similar to nvidia-smi, GPU-Z provides rich GPU information including video memory usage, temperature, clock frequency, etc. Unlike nvidia-smi, GPU-Z offers a graphical user interface, which is more intuitive and user-friendly.
CUDA-Z: CUDA-Z is another similar tool that can provide detailed GPU information and supports real-time monitoring of various GPU metrics. It also provides a graphical user interface with a more pleasant user experience.
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Copyright Notice: This article is the original work of CSDN blogger "Beef Spicy Soup", which follows the CC 4.0 BY-SA copyright agreement. Please attach the original source link and this notice when reposting.
Original link: https://blog.csdn.net/q7w8e9r4/article/details/134846677

搜集汇总

背景与挑战

背景概述

该数据集为上传的文档去阴影数据集，主要用于个人测试，未来可能公开。由用户“__hy沉默不再是金”于2024年1月17日发布，遵循GPL 2.0协议。