denizyuret

function partest(model, corpus)
    for i=1:numel(corpus)
        sentence = corpus{i};
        parser = initparser(model, sentence);
        while 1
            valid = validmoves(parser);
            if ~any(valid) break; end
            x = getfeatures(parser, sentence, model);
            scores = predict(model, x);
            scores(~valid) = -inf;

denizyuret

function foo = bar(x)
foo=x*x;
end

denizyuret

function foo = bar(baz)
  foo = baz * baz;
end

denizyuret

% Here is our weight matrix:                                                                                                                                                            
>> w=randn(20000,1000);                                                                                                                                                                 
% Here is our instance:
>> x=randn(1000,1);                                                                                                                                                                     
% Try multiplying them on cpu:
>> tic; for i=1:10000 y=w*x; end; toc;
Elapsed time is 59.851655 seconds.
% Try multiplying them on gpu:                                                                                                                                                          
>> gw = gpuArray(w);                                                                                                                                       

denizyuret

function partest2(model, corpus, batchsize)
    batches = ceil(numel(corpus)/batchsize);
    for batch=1:batches
        % Initialize a batch of sentences and parsers:
        bstart = (batch-1)*batchsize+1;
        bend = min(batch*batchsize, numel(corpus));
        sentences = corpus(bstart:bend);
        nsentences = numel(sentences);
        parsers = cell(1, nsentences);
        for i=1:nsentences

denizyuret

function forw(l::Layer, x, apply_fx=true)
    initforw(l, x)
    isdefined(l,:fx) && apply_fx && l.fx(l,x)
    @into! l.y = l.w * x
    isdefined(l,:b) && (@in1! l.y .+ l.b)
    isdefined(l,:f) && l.f(l,l.y)
    l.x = x
    return l.y
end

denizyuret

(gdb) bt
#0  0x00007ffff6dd134c in jl_gc_alloc_1w () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#1  0x00007ffdec4a9e4a in ?? ()
#2  0x0000000100000001 in ?? ()
#3  0x00007ffdefeb9b60 in ?? ()
#4  0x00007ffdeffe0cf0 in ?? ()
#5  0x00007ffdeffe0c00 in ?? ()
#6  0x01007ffdf08b67c0 in ?? ()
#7  0x00007ffdf01528f0 in ?? ()
#8  0x0000000000000060 in ?? ()

denizyuret

#0  0x00007ffff6cf9995 in inst_datatype () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#1  0x00007ffff6cfa207 in jl_inst_concrete_tupletype_v ()
   from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#2  0x00007ffff6d116a2 in jl_f_tuple () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#3  0x00007fffee048b1d in zeros () at array.jl:211
#4  0x00007ffdec4a74d9 in ?? ()
#5  0x00007ffdec534010 in ?? ()
#6  0x00007ffdf02229f0 in ?? ()
#7  0x00007fffffffd0f0 in ?? ()
#8  0x00007ffff6d01afb in cache_match () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so

denizyuret

#0  0x00007ffff6cf90cc in lookup_type_idx () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#1  0x00007ffff6cf9221 in lookup_type () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#2  0x00007ffff6cf99dd in inst_datatype () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#3  0x00007ffff6cfa207 in jl_inst_concrete_tupletype_v ()
   from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#4  0x00007ffff6d116a2 in jl_f_tuple () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#5  0x00007fffee0360f4 in call () at bitarray.jl:12
#6  0x00007ffdec4b16c3 in ?? ()
#7  0x000000000000000a in ?? ()
#8  0x00007fffffffd030 in ?? ()

denizyuret

#0  0x00007ffff6cf8da2 in typekey_compare () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#1  0x00007ffff6cf90e6 in lookup_type_idx () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#2  0x00007ffff6cf9221 in lookup_type () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#3  0x00007ffff6cf99dd in inst_datatype () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#4  0x00007ffff6cfa207 in jl_inst_concrete_tupletype_v ()
   from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#5  0x00007ffff6d116a2 in jl_f_tuple () from /auto/nlg-05/dy_052/julia/v0.4.0-rc3/bin/../lib/julia/libjulia-debug.so
#6  0x00007ffdec4a584f in ?? ()
#7  0x00007fffffffd240 in ?? ()
#8  0x0000000000000002 in ?? ()