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Hello, I'M Wondering If I Can Stop The Specific Logging For One Plot (Using Matplotlib). When The Data Points Become More, Then The Gui Of

Hello, I'm wondering if I can stop the specific logging for one plot (using matplotlib). When the data points become more, then the GUI of results -> plots gets stuck, and even the website's content disappears. I'm also wondering the performance issue. I encounter the issue using ClearML cloud version.

  
  
Posted 2 years ago
Votes Newest

Answers 12


SuccessfulKoala55 Ok. Here is my code. Thanks.
` def plot_feature_scatter(df1, df2, features):
i = 0
sns.set_style("whitegrid")
plt.figure

fig, ax = plt.subplots(5, 4, figsize=(20, 20))

for feature in features:
    i += 1
    plt.subplot(5, 4, i)
    plt.scatter(df1[feature], df2[feature], marker="+", color='#2B3A67', alpha=0.2)
    plt.xlabel(feature, fontsize=9)
    
plt.show()

plot_feature_scatter(train_df.sample(50000), test_df.sample(50000), features) `

  
  
Posted 2 years ago

Hi ScaryBluewhale66 , do you have such an example of a plot?

  
  
Posted 2 years ago

SuccessfulKoala55 I don't understand your meaning.

  
  
Posted 2 years ago

Hi SuccessfulKoala55 Do u mean give you the code to plot the image (but not including the data) or the image or the experiment I encountered this performance issue?

  
  
Posted 2 years ago

CostlyOstrich36 Ok. Thanks.

  
  
Posted 2 years ago

SuccessfulKoala55 No, I don't know how to turn off and turn on the auto-logging. Could you tell me? Thanks.

  
  
Posted 2 years ago

So I assume what grows is the features list?

  
  
Posted 2 years ago

You can turn off the auto-logging, and just report what you need manually, will that do?

  
  
Posted 2 years ago

Performance issues are actually derived from the size of the plot object

  
  
Posted 2 years ago

I just thought maybe I could assist in explaining how to downscale the plot when saving 🙂

  
  
Posted 2 years ago

ScaryBluewhale66 , please look in:
https://clear.ml/docs/latest/docs/references/sdk/task#taskinit
The relevant section for you is auto_connect_frameworks
The usage would be along these lines:
Task.init(..., auto_connect_frameworks={'matplotlib': False})

  
  
Posted 2 years ago

SuccessfulKoala55 The image is something like this.
My questions are two
Is it possible to let ClearML not record this plot manually? Doesn't ClearML have performance issue for this kind of plot?

  
  
Posted 2 years ago
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12 Answers
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