cifar10_training

/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/Theano-0.6.0-py2.7.egg/theano/sandbox/rng_mrg.py:768: UserWarning: MRG_RandomStreams Can't determine #streams from size ((Elemwise{add,no_inplace}.0,)), guessing 60*256
  nstreams = self.n_streams(size)
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/Theano-0.6.0-py2.7.egg/theano/sandbox/rng_mrg.py:768: UserWarning: MRG_RandomStreams Can't determine #streams from size (Shape.0), guessing 60*256
  nstreams = self.n_streams(size)
Parameter and initial learning rate summary:
	W: 0.1
	bias_vis: 0.1
	bias_hid: 0.1
	sigma_driver: 0.1
Compiling sgd_update...
Compiling sgd_update done. Time elapsed: 2.639290 seconds
compiling begin_record_entry...
compiling begin_record_entry done. Time elapsed: 0.051975 seconds
Monitored channels: 
	bias_hid_max
	bias_hid_mean
	bias_hid_min
	bias_vis_max
	bias_vis_mean
	bias_vis_min
	h_max
	h_mean
	h_min
	learning_rate
	objective
	reconstruction_error
	total_seconds_last_epoch
	training_seconds_this_epoch
Compiling accum...
graph size: 83
Compiling accum done. Time elapsed: 1.870579 seconds
Monitoring step:
	Epochs seen: 0
	Batches seen: 0
	Examples seen: 0
	bias_hid_max: -2.0
	bias_hid_mean: -2.0
	bias_hid_min: -2.0
	bias_vis_max: 0.0
	bias_vis_mean: 0.0
	bias_vis_min: 0.0
	h_max: 8.27473183451e-05
	h_mean: 1.74289106662e-05
	h_min: 9.55460945485e-06
	learning_rate: 0.1
	objective: 14.4270005744
	reconstruction_error: 70.9169786082
	total_seconds_last_epoch: 0.0
	training_seconds_this_epoch: 0.0
/Users/sayakatafuchi/pylearn2/pylearn2/training_algorithms/sgd.py:584: UserWarning: The channel that has been chosen for monitoring is: objective.
  str(self.channel_name) + '.')
Time this epoch: 31.588844 seconds
Monitoring step:
	Epochs seen: 1
	Batches seen: 30000
	Examples seen: 150000
	bias_hid_max: -0.225735092095
	bias_hid_mean: -1.74524544938
	bias_hid_min: -2.48858231381
	bias_vis_max: 0.183576331107
	bias_vis_mean: 0.00101521468121
	bias_vis_min: -0.25333543579
	h_max: 0.41677634736
	h_mean: 0.0550160054761
	h_min: 0.0122324189803
	learning_rate: 0.1
	objective: 3.6260128808
	reconstruction_error: 29.3046610211
	total_seconds_last_epoch: 0.0
	training_seconds_this_epoch: 31.588844
monitoring channel is objective
Saving to cifar_grbm_smd.pkl...
Saving to cifar_grbm_smd.pkl done. Time elapsed: 0.125517 seconds
Time this epoch: 35.272769 seconds
Monitoring step:
	Epochs seen: 2
	Batches seen: 60000
	Examples seen: 300000
	bias_hid_max: -0.260491505868
	bias_hid_mean: -2.01039122107
	bias_hid_min: -2.80837532079
	bias_vis_max: 0.168788708802
	bias_vis_mean: -0.000225761367872
	bias_vis_min: -0.202416402429
	h_max: 0.410342729572
	h_mean: 0.0470051106222
	h_min: 0.00968677772572
	learning_rate: 0.1
	objective: 3.37617145282
	reconstruction_error: 28.4530430883
	total_seconds_last_epoch: 46.527833
	training_seconds_this_epoch: 35.272769
monitoring channel is objective
Saving to cifar_grbm_smd.pkl...
Saving to cifar_grbm_smd.pkl done. Time elapsed: 0.080943 seconds
Time this epoch: 32.875732 seconds
Monitoring step:
	Epochs seen: 3
	Batches seen: 90000
	Examples seen: 450000
	bias_hid_max: -0.346717315739
	bias_hid_mean: -2.13056595024
	bias_hid_min: -3.01992692721
	bias_vis_max: 0.19946197996
	bias_vis_mean: -7.11236118142e-06
	bias_vis_min: -0.180527948351
	h_max: 0.382791723146
	h_mean: 0.0441469621603
	h_min: 0.00801800304105
	learning_rate: 0.1
	objective: 3.30192116674
	reconstruction_error: 28.3992248093
	total_seconds_last_epoch: 49.049437
	training_seconds_this_epoch: 32.875732
monitoring channel is objective
Saving to cifar_grbm_smd.pkl...
Saving to cifar_grbm_smd.pkl done. Time elapsed: 0.079804 seconds
Time this epoch: 31.503551 seconds
Monitoring step:
	Epochs seen: 4
	Batches seen: 120000
	Examples seen: 600000
	bias_hid_max: -0.32919738833
	bias_hid_mean: -2.19457089191
	bias_hid_min: -3.20333139405
	bias_vis_max: 0.19004990068
	bias_vis_mean: 0.000367877376048
	bias_vis_min: -0.181608081212
	h_max: 0.380470520194
	h_mean: 0.043025991951
	h_min: 0.00750926797316
	learning_rate: 0.1
	objective: 3.27484148515
	reconstruction_error: 28.462196161
	total_seconds_last_epoch: 45.776134
	training_seconds_this_epoch: 31.503551
monitoring channel is objective
growing learning rate to 0.101000
Saving to cifar_grbm_smd.pkl...
Saving to cifar_grbm_smd.pkl done. Time elapsed: 0.088487 seconds
Saving to cifar_grbm_smd.pkl...
Saving to cifar_grbm_smd.pkl done. Time elapsed: 0.093707 seconds