相关疑难解决方法(0)

有没有办法从tfevents文件中提取标量摘要到CSV(最好是在tensorboard中)？

示例代码

以下代码summary_dir在同一目录中生成tfevent文件.假设你让它运行,你会发现一些有趣的东西.您希望获取原始数据以供进一步调查.你会怎么做？

#!/usr/bin/env python
"""A very simple MNIST classifier."""
import argparse
import sys

from tensorflow.examples.tutorials.mnist import input_data

import tensorflow as tf
ce_with_logits = tf.nn.softmax_cross_entropy_with_logits

FLAGS = None


def inference(x):
    """
    Build the inference graph.

    Parameters
    ----------
    x : placeholder

    Returns
    -------
    Output tensor with the computed logits.
    """
    W = tf.Variable(tf.zeros([784, 10]))
    b = tf.Variable(tf.zeros([10]))
    y = tf.matmul(x, W) + b
    return y


def loss(logits, labels):
    """
    Calculate the loss from the logits and the labels.

    Parameters …