From 9054be273a48e46064be11c17f99f438fb078bf7 Mon Sep 17 00:00:00 2001 From: carry <2641257231@qq.com> Date: Wed, 30 Apr 2025 14:49:05 +0800 Subject: [PATCH] =?UTF-8?q?docs(paper):=20=E6=B7=BB=E5=8A=A0TensorBoard?= =?UTF-8?q?=E7=9B=91=E6=8E=A7=E6=88=AA=E5=9B=BE=E5=8F=8A=E6=8F=8F=E8=BF=B0?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 在verification.tex中添加了TensorBoard监控截图,并描述了其用于实时监控训练过程中的损失、梯度、学习率等指标的作用,以便及时发现训练异常并优化模型参数配置。 --- paper/latex/chapters/verification.tex | 9 +++++++++ paper/latex/pic/tensorboard.png | Bin 0 -> 129088 bytes 2 files changed, 9 insertions(+) create mode 100644 paper/latex/pic/tensorboard.png diff --git a/paper/latex/chapters/verification.tex b/paper/latex/chapters/verification.tex index 03f6595..fd12912 100644 --- a/paper/latex/chapters/verification.tex +++ b/paper/latex/chapters/verification.tex @@ -107,6 +107,15 @@ \end{figure} \subsubsection{训练指标变化} +图~\ref{fig:tensorboard} 展示了使用TensorBoard对训练过程中的损失、梯度、学习率等指标进行实时监控,有助于及时发现训练异常并优化模型参数配置。 + +% TensorBoard 监控截图 +\begin{figure}[htbp] + \centering + \includegraphics[width=0.8\textwidth]{pic/tensorboard.png} + \caption{使用TensorBoard实时监控训练指标变化} + \label{fig:tensorboard} +\end{figure} 微调过程中,主要训练指标的变化趋势如图\ref{fig:training_metrics}所示。从图中可以观察到以下几个关键特征: diff --git a/paper/latex/pic/tensorboard.png b/paper/latex/pic/tensorboard.png new file mode 100644 index 0000000000000000000000000000000000000000..07b3cc9959a08ada69e2603eddb42781f79274c6 GIT binary patch literal 129088 zcmdpd1y@^57cOm~Em9~B#l5(@q_{)z;>F!HXbZ*NU5b`cq_~Ho!QCA~a7%E#>Gyu` zckgewvsPB-oHOfW&z?Pd_I~!0h>t3=Z_wVMAt52Xk(ZNFM?ylGLPA3JfBhVBhs#c0 z9P#zcOxP7c+5PwPtl#N}ITF%SvAmSH zrnk}I$}2zI?Wb3#!}NQOHj0Xb7QtV>1byTKzf^mRjhq~Wu^@TQo=>fqu$5~dV9ztYTh@byY zWBKsm>8~vRX>O8`fBT*4Z-LMLd%GG>%ILpcBo>qe!hidU;{VU^K|L*@K&rfwe;?-4 zUPdXtsd&2!|ErF_?K5L|+dn-dq)%wn?Em&tgTUzj?SCnzg#CXo{IgJponhwl_o)Ay zBz+ADtd<8N5XAoRWrs>>;eaWO5N7k&bpEzn3x0@|+QF5aL>hL*>!Zq{Xy~9Fp7=+8 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