Changes on cpus and memory

code/RDGW150914_ptemcee1.py

@@ -42,7 +42,7 @@ vary_fund = True
 
 #sampler parameters
 npoints=1002 
-nwalkers = 42
+nwalkers = 840
 ntemps=12
 ndim = int(4*(nmax+1))
 burnin = 500  #How many points do you burn before doing the corner plot. You need to watch the convergence of the chain plot a bit.
@@ -176,8 +176,8 @@ def log_probability(theta):
 
 #Fit with ptemcee
 #Set the number of cores of your processors
-pool = choose_pool(12)
-pool.size = 12
+pool = choose_pool(64)
+pool.size = 64
 vary_param = float(vary_fund)
 np.random.seed(42)
 pos = np.array([[random.uniform(-0.1,0.1), random.uniform(-0.1,0.1), 4.28313743e-01, random.uniform(2.5, 2.6) + (1-vary_param) * np.pi]])

code/RDGW150914_ptemcee2.py

 #!/usr/bin/env python
 # coding: utf-8
-import warnings
-warnings.simplefilter("ignore") #Used to suppress the RuntimeWarnings. But if you are changing the code for TESTING, MAKE SURE TO COMMENT IT OUT.
+#import warnings
+#warnings.simplefilter("ignore") #Used to suppress the RuntimeWarnings. But if you are changing the code for TESTING, MAKE SURE TO COMMENT IT OUT.
 '''
 This script calculates the RDGW150914 constraints with ptemcee - specifically, the n=1 case both varying or not varying the fundamental frequencies. It produces the chain plot, corner plot, parameter constraints, and data plotted with the 1-sigma band. Since we are working specifically for the n=1 case, we also add in the corner plot the combined chain of alpha_0 and alpha_1, in order to demonstrate that the two are indistinguishable with each other.
 
@@ -41,11 +41,11 @@ tshift=19
 vary_fund = True
 
 #sampler parameters
-npoints=60001 
-nwalkers = 840
+npoints=102 
+nwalkers = 42
 ntemps=12
 ndim = int(4*(nmax+1))
-burnin = 5000 #How many points do you burn before doing the corner plot. You need to watch the convergence of the chain plot a bit.
+burnin = 20 #How many points do you burn before doing the corner plot. You need to watch the convergence of the chain plot a bit.
             #This is trivial but often forgotten: this cannot be more than npoints! Usually 1/5~1/4 npoints is what I observe.
 numbins = 42 #corner plot parameter - how many bins you want
 datacolor = '#105670' #'#4fa3a7'
@@ -174,8 +174,8 @@ def log_probability(theta):
 
 #Fit with ptemcee
 #Set the number of cores of your processors
-pool = choose_pool(12)
-pool.size = 12
+pool = choose_pool(64)
+pool.size = 64
 vary_param = float(vary_fund)
 np.random.seed(42)
 pos = np.array([[random.uniform(-0.1,0.1), random.uniform(-0.1,0.1), 4.28313743e-01, random.uniform(2.5, 2.6) + (1-vary_param) * np.pi]])

code/RDGW150914_ptemcee3.py

@@ -175,8 +175,8 @@ def log_probability(theta):
 
 #Fit with ptemcee
 #Set the number of cores of your processors
-pool = choose_pool(12)
-pool.size = 12
+pool = choose_pool(64)
+pool.size = 64
 vary_param = float(vary_fund)
 np.random.seed(42)
 pos = np.array([[random.uniform(-0.1,0.1), random.uniform(-0.1,0.1), 4.28313743e-01, random.uniform(2.5, 2.6) + (1-vary_param) * np.pi]])

code/RDGW150914_ptemcee4.py

@@ -175,8 +175,8 @@ def log_probability(theta):
 
 #Fit with ptemcee
 #Set the number of cores of your processors
-pool = choose_pool(12)
-pool.size = 12
+pool = choose_pool(64)
+pool.size = 64
 vary_param = float(vary_fund)
 np.random.seed(42)
 pos = np.array([[random.uniform(-0.1,0.1), random.uniform(-0.1,0.1), 4.28313743e-01, random.uniform(2.5, 2.6) + (1-vary_param) * np.pi]])

code/condor_submit_RdownPtemcee1.sub

@@ -12,8 +12,8 @@ initialdir = .
 notify_user = rl746@cornell.edu
 notification = Complete
 arguments  = "-processid $(Process)" 
-request_memory = 8GB
-request_cpus = 4
+request_memory = 512GB
+request_cpus = 64
 on_exit_remove = (ExitBySignal == False) || ((ExitBySignal == True) && (ExitSignal != 11))
 accounting_group = aei.dev.test_dynesty
 queue 1

code/condor_submit_RdownPtemcee2.sub

@@ -12,8 +12,8 @@ initialdir = .
 notify_user = rl746@cornell.edu
 notification = Complete
 arguments  = "-processid $(Process)" 
-request_memory = 8GB
-request_cpus = 4
+request_memory = 512GB
+request_cpus = 64
 on_exit_remove = (ExitBySignal == False) || ((ExitBySignal == True) && (ExitSignal != 11))
 accounting_group = aei.dev.test_dynesty
 queue 1

code/condor_submit_RdownPtemcee3.sub

@@ -12,8 +12,8 @@ initialdir = .
 notify_user = rl746@cornell.edu
 notification = Complete
 arguments  = "-processid $(Process)" 
-request_memory = 8GB
-request_cpus = 4
+request_memory = 512GB
+request_cpus = 64
 on_exit_remove = (ExitBySignal == False) || ((ExitBySignal == True) && (ExitSignal != 11))
 accounting_group = aei.dev.test_dynesty
 queue 1

code/condor_submit_RdownPtemcee4.sub

@@ -12,8 +12,8 @@ initialdir = .
 notify_user = rl746@cornell.edu
 notification = Complete
 arguments  = "-processid $(Process)" 
-request_memory = 8GB
-request_cpus = 4
+request_memory = 512GB
+request_cpus = 64
 on_exit_remove = (ExitBySignal == False) || ((ExitBySignal == True) && (ExitSignal != 11))
 accounting_group = aei.dev.test_dynesty
 queue 1