Tensorboard無法顯示所有摘要

Question

從昨天開始，我的Tensorboard不再顯示我的標量值。 特別是，我有4種不同的標量摘要，但僅顯示其中之一。 我試圖檢查我的摘要目錄的內容，似乎Tensorboard能夠檢測到我的所有摘要。 奇怪的是，昨天工作得很順利。

目前，我以這種方式執行Tensorboard：

tensorboard --logdir=summaries/ --host=127.0.0.1 --inspect

結果如下：

======================================================================
Processing event files... (this can take a few minutes)
======================================================================

Found event files in:
summaries/hseq2seq_300_512_1024_1024
summaries/hseq2seq_300_1024_2048_2048
summaries/hseq2seq_300_256_512_512
summaries/hseq2seq_300_128_256_256

These tags are in summaries/hseq2seq_300_512_1024_1024:
audio -
histograms -
images -
scalars
   agent_rewards_summary
   decoder_loss_summary
tensor -
======================================================================

Event statistics for summaries/hseq2seq_300_512_1024_1024:
audio -
graph
   first_step           0
   last_step            0
   max_step             0
   min_step             0
   num_steps            1
   outoforder_steps     []
histograms -
images -
scalars
   first_step           0
   last_step            999999
   max_step             999999
   min_step             0
   num_steps            1000000
   outoforder_steps     []
sessionlog:checkpoint -
sessionlog:start -
sessionlog:stop -
tensor -
======================================================================

These tags are in summaries/hseq2seq_300_1024_2048_2048:
audio -
histograms -
images -
scalars
   agent_rewards_summary
   decoder_loss_summary
tensor -
======================================================================

Event statistics for summaries/hseq2seq_300_1024_2048_2048:
audio -
graph
   first_step           0
   last_step            0
   max_step             0
   min_step             0
   num_steps            1
   outoforder_steps     []
histograms -
images -
scalars
   first_step           0
   last_step            999999
   max_step             999999
   min_step             0
   num_steps            1000000
   outoforder_steps     []
sessionlog:checkpoint -
sessionlog:start -
sessionlog:stop -
tensor -
======================================================================

These tags are in summaries/hseq2seq_300_256_512_512:
audio -
histograms -
images -
scalars
   agent_rewards_summary
   decoder_loss_summary
tensor -
======================================================================

Event statistics for summaries/hseq2seq_300_256_512_512:
audio -
graph
   first_step           0
   last_step            0
   max_step             0
   min_step             0
   num_steps            1
   outoforder_steps     []
histograms -
images -
scalars
   first_step           0
   last_step            999999
   max_step             999999
   min_step             0
   num_steps            1000000
   outoforder_steps     []
sessionlog:checkpoint -
sessionlog:start -
sessionlog:stop -
tensor -
======================================================================

These tags are in summaries/hseq2seq_300_128_256_256:
audio -
histograms -
images -
scalars
   agent_rewards_summary
   decoder_loss_summary
tensor -
======================================================================

Event statistics for summaries/hseq2seq_300_128_256_256:
audio -
graph
   first_step           0
   last_step            0
   max_step             0
   min_step             0
   num_steps            1
   outoforder_steps     []
histograms -
images -
scalars
   first_step           0
   last_step            999999
   max_step             999999
   min_step             0
   num_steps            1000000
   outoforder_steps     []
sessionlog:checkpoint -
sessionlog:start -
sessionlog:stop -
tensor -
======================================================================
```

在下面，您可以找到有關我的配置的一些詳細信息：

• 操作系統：MacOS High Sierra（最新更新）
• Tensorflow版本：1.4.0
• Python版本：3.6.3

我已經嘗試使用所有瀏覽器：Chrome Canary，Firefox和Safari。 結果總是一樣的。

你有什么想法？ 即使目前無法使用Tensorboard，也可以將此數據導出到CSV。 我怎樣才能做到這一點？

謝謝！

Answer 1

您正在嘗試顯示4條不同的記錄，如下所示：

Found event files in:
summaries/hseq2seq_300_512_1024_1024
summaries/hseq2seq_300_1024_2048_2048
summaries/hseq2seq_300_256_512_512
summaries/hseq2seq_300_128_256_256

這應該是您的4個子文件夾之一。 嘗試使用類似tensorboard --logdir=summaries/hseq2seq_300_512_1024_1024 --host=127.0.0.1 --inspect 。

至於您定義的4個標量，您的檢查結果不一致。 在第一個，第二個和第四個子文件夾中有6個標量，在第三個子文件夾中只有2個。 因此，您的期望和獲得的結果存在一些不一致之處。

您是否打算使用多個事件文件（在不同的子文件夾中）？ 您是說“ 4個不同的標量摘要”嗎？