Changeset e0350e0 for doc/theses/mike_brooks_MMath/plots/string-allocn.py

Timestamp:

Jun 4, 2025, 1:43:34 PM (4 months ago)

Author:

Michael Brooks <mlbrooks@…>

Branches:

master

Children:

f858ca5

Parents:

c8bdbaf

Message:

Recent rework of string benchmarks

File:

• doc/theses/mike_brooks_MMath/plots/string-allocn.py (modified) (4 diffs)

doc/theses/mike_brooks_MMath/plots/string-allocn.py

@@ -31 +31 @@
             100:[-1.0, 0.1, 0.2, 0.5, 0.9],
             200:[-1.0, 0.1, 0.2, 0.5, 0.9],
-            500:[-1.0, 0.4, 0.9, 0.98]}
+            500:[-1.0, 0.2, 0.4, 0.9, 0.98]}
 
 defaultExpansions = [-1, 0.2]
@@ -56 +56 @@
 )
 
-combined['is-default'] = np.isin(combined['expansion'], defaultExpansions).astype(int)
+combined = combined.pivot_table( values=['op-duration-ns','hw_cur_req_mem(B)'], index=['corpus-meanlen-tgt', 'sut-platform', 'expansion'], aggfunc=['mean', 'min', 'max'] )
+combined = combined.reset_index()
+combined.columns = combined.columns.to_flat_index()
+
+# text = combined.to_csv(header=True, index=True, sep='\t')
+# print(text)
+
+
+combined['is-default'] = np.isin(combined[('expansion','')], defaultExpansions).astype(int)
+
+
 
 # print ('!!')
@@ -66 +76 @@
 # First, for the CFA curves
 sut = "cfa"
-sutGroup = combined.groupby('sut-platform').get_group(sut)
+sutGroup = combined.groupby(('sut-platform','')).get_group(sut)
 
-groupedSize = sutGroup.groupby('corpus-meanlen')
+groupedSize = sutGroup.groupby(('corpus-meanlen-tgt',''))
 
 for sz, szgroup in groupedSize:
 
     if sz in favSizes.keys():
-            szgroup_sorted = szgroup.sort_values(by='expansion')
+            szgroup_sorted = szgroup.sort_values(by=('expansion',''))
 
             print('"{sut}, len={len}"'.format(sut=sut, len=sz))
             # print(szgroup_sorted)  ##
             # print(szgroup_sorted['expansion'], 'isin', favSizes[sz]) ##
-            favoured = szgroup_sorted.loc[szgroup_sorted['expansion'].isin(favSizes[sz])]
+            favoured = szgroup_sorted.loc[szgroup_sorted[('expansion','')].isin(favSizes[sz])]
             # print('!') ##
             # print(favoured) ##
-            text = favoured[['expansion', 'op-duration-ns', 'hw_cur_req_mem(B)', 'is-default']].to_csv(header=False, index=False, sep='\t')
+            text = favoured[[('expansion',''),
+                             ('mean','op-duration-ns'),
+                             ('min','op-duration-ns'),
+                             ('max','op-duration-ns'),
+                             ('mean', 'hw_cur_req_mem(B)'),
+                             ('min', 'hw_cur_req_mem(B)'),
+                             ('max', 'hw_cur_req_mem(B)'),
+                             'is-default']].to_csv(header=False, index=False, sep='\t')
             print(text)
             print()
@@ -89 +106 @@
 atDefaults = combined.groupby('is-default').get_group(1)
 
-for sz, szgroup in atDefaults.groupby('corpus-meanlen'):
+for sz, szgroup in atDefaults.groupby(('corpus-meanlen-tgt','')):
 
     if sz in favSizes.keys():
             print(sz)
-            text = szgroup[['expansion', 'op-duration-ns', 'hw_cur_req_mem(B)', 'sut-platform']].to_csv(header=False, index=False, sep='\t')
+            text = szgroup[[('expansion',''),
+                            ('mean','op-duration-ns'),
+                            ('min','op-duration-ns'),
+                            ('max','op-duration-ns'),
+                            ('mean', 'hw_cur_req_mem(B)'),
+                            ('min', 'hw_cur_req_mem(B)'),
+                            ('max', 'hw_cur_req_mem(B)'),
+                            ('sut-platform','')]].to_csv(header=False, index=False, sep='\t')
             print(text)
             print()