Feat C++ API
A feature engineering automation tool
n_lessthan.cc
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1 /* FEAT
2 copyright 2017 William La Cava
3 license: GNU/GPL v3
4 */
5 #include "n_lessthan.h"
6 
7 namespace FT{
8 
9  namespace Pop{
10  namespace Op{
11 
13  {
14  name = "<";
15  otype = 'b';
16  arity['f'] = 2;
17  complexity = 2;
18  }
19 
20  #ifndef USE_CUDA
22  void NodeLessThan::evaluate(const Data& data, State& state)
23  {
24  ArrayXf x1 = state.pop<float>();
25  ArrayXf x2 = state.pop<float>();
26  state.push<bool>(x1 < x2);
27  }
28  #else
29  void NodeLessThan::evaluate(const Data& data, State& state)
30  {
31  GPU_LessThan(state.dev_f, state.dev_b, state.idx['f'], state.idx[otype], state.N);
32  }
33  #endif
34 
37  {
38  state.push<bool>("(" + state.popStr<float>() + "<" + state.popStr<float>() + ")");
39  }
40 
41  NodeLessThan* NodeLessThan::clone_impl() const { return new NodeLessThan(*this); }
42 
44 
45  }
46  }
47 }
data holding X, y, and Z data
Definition: data.h:42
NodeLessThan * clone_impl() const override
Definition: n_lessthan.cc:41
NodeLessThan * rnd_clone_impl() const override
Definition: n_lessthan.cc:43
void evaluate(const Data &data, State &state)
Evaluates the node and updates the state states.
Definition: n_lessthan.cc:22
void eval_eqn(State &state)
Evaluates the node symbolically.
Definition: n_lessthan.cc:36
string name
node type
Definition: node.h:56
std::map< char, unsigned int > arity
arity of the operator
Definition: node.h:59
char otype
output type
Definition: node.h:58
int complexity
complexity of node
Definition: node.h:60
void GPU_LessThan(float *xf, bool *xb, size_t idxf, size_t idxb, size_t N)
main Feat namespace
Definition: data.cc:13
contains various types of State actually used by feat
Definition: state.h:102
string popStr()
Definition: state.h:143
Eigen::Array< T, Eigen::Dynamic, 1 > pop()
Definition: state.h:128
void push(Eigen::Array< T, Eigen::Dynamic, 1 > value)
Definition: state.h:123