Will sklearn lasso automatically run in parallel?
I want to run a lasso regression using sklearn.linear_model.Lasso module in parallel.
The bash script I use for submitting the job is something like this
#!/bin/bash
#SBATCH --partition=the_partition
#SBATCH --nodes=2
#SBATCH --ntasks=56
python lasso_script.py
The relevant part in lasso_script.py is
Lasso(alpha=0.1, copy_X=True, fit_intercept=True, max_iter=1000,
normalize=False, positive=False, precompute=False, random_state=None,
selection='cyclic', tol=0.0001, warm_start=False)
If I submit the job by using the script will the lasso regression automatically run in parallel?
python scikit-learn slurm
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
add a comment |
I want to run a lasso regression using sklearn.linear_model.Lasso module in parallel.
The bash script I use for submitting the job is something like this
#!/bin/bash
#SBATCH --partition=the_partition
#SBATCH --nodes=2
#SBATCH --ntasks=56
python lasso_script.py
The relevant part in lasso_script.py is
Lasso(alpha=0.1, copy_X=True, fit_intercept=True, max_iter=1000,
normalize=False, positive=False, precompute=False, random_state=None,
selection='cyclic', tol=0.0001, warm_start=False)
If I submit the job by using the script will the lasso regression automatically run in parallel?
python scikit-learn slurm
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
add a comment |
I want to run a lasso regression using sklearn.linear_model.Lasso module in parallel.
The bash script I use for submitting the job is something like this
#!/bin/bash
#SBATCH --partition=the_partition
#SBATCH --nodes=2
#SBATCH --ntasks=56
python lasso_script.py
The relevant part in lasso_script.py is
Lasso(alpha=0.1, copy_X=True, fit_intercept=True, max_iter=1000,
normalize=False, positive=False, precompute=False, random_state=None,
selection='cyclic', tol=0.0001, warm_start=False)
If I submit the job by using the script will the lasso regression automatically run in parallel?
python scikit-learn slurm
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
I want to run a lasso regression using sklearn.linear_model.Lasso module in parallel.
The bash script I use for submitting the job is something like this
#!/bin/bash
#SBATCH --partition=the_partition
#SBATCH --nodes=2
#SBATCH --ntasks=56
python lasso_script.py
The relevant part in lasso_script.py is
Lasso(alpha=0.1, copy_X=True, fit_intercept=True, max_iter=1000,
normalize=False, positive=False, precompute=False, random_state=None,
selection='cyclic', tol=0.0001, warm_start=False)
If I submit the job by using the script will the lasso regression automatically run in parallel?
python scikit-learn slurm
python scikit-learn slurm
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
edited Dec 31 '18 at 3:27
Rohan Nadagouda
265313
265313
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
asked Nov 24 '18 at 2:18
meTchaikovskymeTchaikovsky
186110
186110
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
No. It does not run on multiple threads I believe
answered Nov 24 '18 at 2:30
DavidDavid
30819
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
No. It does not run on multiple threads I believe
answered Nov 24 '18 at 2:30
DavidDavid
30819
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
add a comment |
No. It does not run on multiple threads I believe
answered Nov 24 '18 at 2:30
DavidDavid
30819
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
add a comment |
No. It does not run on multiple threads I believe
answered Nov 24 '18 at 2:30
DavidDavid
30819
No. It does not run on multiple threads I believe
answered Nov 24 '18 at 2:30
DavidDavid
30819
answered Nov 24 '18 at 2:30
DavidDavid
30819
answered Nov 24 '18 at 2:30
DavidDavid
30819
answered Nov 24 '18 at 2:30
DavidDavid
30819
30819
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
add a comment |
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
Do you have any source or concrete reason for your belief?
– Mad Physicist
Dec 31 '18 at 3:28
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
github.com/scikit-learn/scikit-learn/blob/master/sklearn/…
– David
Jan 3 at 18:56
add a comment |
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