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CheekyDolphin49
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4 Questions, 4 Answers
  Active since 21 June 2024
  Last activity 3 months ago

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4 × Eureka!
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0 Answers
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0 Votes 0 Answers 408 Views
Hi! Does the hyperparameter optimization tool work only for ML network parameters? If not, what do i need to define in the base code?
6 months ago
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5 Answers
488 Views
0 Votes 5 Answers 488 Views
To be specific, in my base task, the parameters that I want to optimize on appear under hyperparameters/General. However when I execute the optimization task...
6 months ago
0 Votes
6 Answers
216 Views
0 Votes 6 Answers 216 Views
3 months ago
0 Votes
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234 Views
0 Votes 0 Answers 234 Views
3 months ago
0 To Be Specific, In My Base Task, The Parameters That I Want To Optimize On Appear Under Hyperparameters/General. However When I Execute The Optimization Task, I Get An Error That "Could Not Find Requested Hyper-Parameters"

as I the example you gave-
hyper_parameters=[
UniformParameterRange('rep', min_value=0.1, max_value=0.9, step_size=0.05),
UniformParameterRange('coupling', min_value=0.1, max_value=0.6, step_size=0.05),
],

6 months ago
6 months ago
0 Hi! I Would Like To Report 2 "Plt.Imshow" Images. Plain Plotting (I.E. "Plt.Figure()") Showed Only The Second One. When I Tried To Report Through The Logger Via "Report_Confusion_Matrix" It Reported Only The First One. Is There A Better Way Of Doing Thi

and if I use matrices which are larger than some value, then the following code doesn't work (i.e no plot appears):

import numpy as np

import matplotlib.pyplot as plt

from clearml import Task, Logger

task = Task.init(project_name="my_task",task_name="try")

interaction = np.random.rand(1200,1200)
Logger.current_logger().report_confusion_matrix(
title="interaction (near field)",
series="ignored",
matrix=np.abs(interaction),
xaxis="X",
yaxis="Y",
)

task.execut...

3 months ago
0 Hi! I Would Like To Report 2 "Plt.Imshow" Images. Plain Plotting (I.E. "Plt.Figure()") Showed Only The Second One. When I Tried To Report Through The Logger Via "Report_Confusion_Matrix" It Reported Only The First One. Is There A Better Way Of Doing Thi

import numpy as np

import matplotlib.pyplot as plt

from clearml import Task, Logger

task = Task.init(project_name="my_task",task_name="try")

interaction = np.random.rand(100,100)
plt.figure()
plt.imshow(np.abs(interaction))
plt.title('interaction (near field)')
plt.colorbar()
plt.show(block=True)

interaction = np.random.rand(100,100)
plt.figure()
plt.imshow(np.abs(interaction))
plt.title('interaction (far field)')
plt.colorbar()
plt.show(block=True)

task.execute_remotely(queue_name='a...

3 months ago