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< sumedhghaisas_>
rcurtin: Hey Ryan... there? I have this small doubt for you
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< travis-ci>
mlpack/mlpack#2679 (master - 0a0c51d : Yannis Mentekidis): The build was broken.
< shikhar>
Looks like KRANNTest is failing reproducibly with CTest on Travis.
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< rcurtin>
shikhar: yeah, it seems to fail most of the time
< rcurtin>
since it still hasn't been solved I think for now we can comment the failing part out; I don't think anything is wrong with the implementation... needs more investigation
< kris1>
What is the offset value in. the gradient function incase of the minibatch sgd
< zoq>
kris1: The begin/index of the current batch, in Minibatch SGD visitationOrder holds the number of batches and not the samples to iterate over e.g. visitationOrder[1, 2, 3, 4] and BatchSize = 4, the second batch starts with index 8.
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< zoq>
kris: Did you see my message?
< kris1>
Yes
< kris1>
I understood it now…thanks….. :)
< zoq>
okay, great, here to help :)
< kris1>
Also how can we test the serialise function
< kris1>
I did not find the test for serialise function test for ffn
< zoq>
Unfortunately there is no serialization test for the FFN class, which is something that should be fixed in the near future. About how to test the serialization function, you can take a look at the serialization_test.cpp.
< kris1>
So i wrote the serialisation looking at ffn class. I did not understand how the internal layers are serialised meaning the serialisation function for the layer is not called
< zoq>
kris1: Take a look at e.g. how serial decision_tree_impl.hpp
< zoq>
serial
< zoq>
is implemented
< zoq>
especially "ar & CreateNVP(*children[i], name.str());"
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< shikhar_>
rcurtiv
< shikhar_>
rcurtin: I am unable to replicate the issue here. I'll try and see if I can find something.
< kris1>
I don’t understand the seralisation test particularly well. I think we define a couple of models and the we all the serializeobjectall and then test the models to see their parmaeters are equal or not.
< kris1>
But shouldn’t we load the models and then test if the parmeters are equal
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< lozhnikov>
kris1: yes, we should create an object, then save the object to a file; load another object from the file and check that we got an equivalent copy
< kris1>
Yes but that’s not how the test are written in the seralization_test.cpp file
< kris1>
that’s what i don’t understand
< lozhnikov>
for example?
< kris1>
Look at the LogisticRegressionTest in the seralisation_test.cpp file
< kris1>
the models are created but not saved anywhere
< lozhnikov>
SerializeObjectAll
< lozhnikov>
take a look at serialization.hpp
< kris1>
got it thanks
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< sumedhghaisas_>
rcurtin: Hey Ryan... got some time?
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