git issue

Author: yaringal

bostonHousing/net/best_job_and_result.txt

@@ -0,0 +1,5 @@
+Best result: 2.695098
+Job-id: 20025
+Parameters: 
+name: "tau"
+dbl_val: 0.159707652696

bostonHousing/net/chooser.GPEIOptChooser.pkl

@@ -0,0 +1,267 @@
+(dp1
+S'noise'
+p2
+cnumpy.core.multiarray
+scalar
+p3
+(cnumpy
+dtype
+p4
+(S'f8'
+I0
+I1
+tRp5
+(I3
+S'<'
+NNNI-1
+I-1
+I0
+tbS'\x86AP\xf3U\tT?'
+tRp6
+sS'hyper_samples'
+p7
+(lp8
+(g3
+(g5
+S'\x98\x1aE\x7f\xa1\xf4"@'
+tRp9
+g3
+(g5
+S'"i\x815S\x99T?'
+tRp10
+g3
+(g5
+S'\x1b\x12\xd5\xc5\x88MI@'
+tRp11
+cnumpy.core.multiarray
+_reconstruct
+p12
+(cnumpy
+ndarray
+p13
+(I0
+tS'b'
+tRp14
+(I1
+(I1
+tg5
+I00
+S'+\x8c\xf9I\x01\xd3\xbe?'
+tbtp15
+a(g3
+(g5
+S'\xbe\x0b\x9b\xf2\xdc\xf4"@'
+tRp16
+g3
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+S'\x9e\xcf\xca\x92\xf5\xcdU?'
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+tbtp25
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+tRp26
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+S'KHBt\x96\xf6c?'
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+tRp31
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+S'n\xb0\t$~\x81U?'
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+S'~\x8e\xd6S\x97SK?'
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+S'X\xbe\rx\x9fMI@'
+tRp38
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+S'\xd8\xa6\xfbH!\x84\xbb?'
+tbtp40
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+S'\x16\xdd\xf3\xb8\xdf\xf3"@'
+tRp41
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+S'|\x9e\xff\x01[QN?'
+tRp42
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+S'\xba\xd4\x9c%\xc7MI@'
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+(I1
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+S'\xc2\x17\xf3\xe7W\x9a\xbc?'
+tbtp45
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+(g5
+S'\xfb3\xbd\x85\xf2\xe2"@'
+tRp46
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+S'\xbb\xccA\x00\x1ffQ?'
+tRp47
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+S'\x16\x8fs_{\xc4\xbf?'
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+tRp56
+g6
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+S'\x8e\x8b*{\x99QI@'
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+S'\xb6KHJ\xc8\x94\xc4?'
+tbtp59
+asS'dims'
+p60
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+sS'ls'
+p61
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+sS'amp2'
+p62
+g57
+sS'mean'
+p63
+g56
+s.

bostonHousing/net/chooser.GPEIOptChooser_hyperparameters.txt

@@ -0,0 +1,14 @@
+Mean Noise Amplitude <length scales>
+-----------ALL SAMPLES-------------
+9.47779462546 0.00125725866203 50.6057364741 0.12040718132 
+9.47824819701 0.00133084279802 50.6058833862 0.109211493698 
+9.47888368026 0.000986149990476 50.6064537822 0.139170286704 
+9.47650163137 0.00243691812109 50.6075439974 0.143679845582 
+9.4767501856 0.0013126117557 50.6071747059 0.119703636446 
+9.4774476944 0.000833939447763 50.6064291064 0.107484894102 
+9.476316242 0.000925225675016 50.6076399818 0.111730093125 
+9.44325654921 0.00106194522325 50.6426448165 0.124091826252 
+9.44600495976 0.00083161409375 50.6375127632 0.114318985802 
+9.44583074151 0.0012229289398 50.637496372 0.160790478011 
+-----------MEAN OF SAMPLES-------------
+9.46770345066 0.00121994347069 50.6164515386 0.125058872104 

bostonHousing/net/config.pb

@@ -0,0 +1,41 @@
+language: PYTHON
+name:     "experiment_BO"
+
+variable {
+ name: "tau"
+ type: FLOAT
+ size: 1
+ min:  0.01
+ max:  10
+}
+
+# variable {
+#  name: "alpha_init"
+#  type: FLOAT
+#  size: 1
+#  min:  1e-4
+#  max:  1e-0
+# }
+
+# Integer example
+#
+# variable {
+#  name: "Y"
+#  type: INT
+#  size: 5
+#  min:  -5
+#  max:  5
+# }
+
+# Enumeration example
+# 
+# variable {
+#  name: "Z"
+#  type: ENUM
+#  size: 3
+#  options: "foo"
+#  options: "bar"
+#  options: "baz"
+# }
+
+