Treelite
Variables
Compiler_param

Variables

std::string annotate_in
 name of model annotation file. Use the class treelite.Annotator to generate this file.
 
int quantize
 whether to quantize threshold points (0: no, >0: yes)
 
int parallel_comp
 option to enable parallel compilation; if set to nonzero, the trees will be evely distributed into [parallel_comp] files. Set this option to improve compilation time and reduce memory consumption during compilation.
 
int verbose
 if >0, produce extra messages
 
std::string native_lib_name
 native lib name (without extension)
 
double code_folding_req
 parameter for folding rarely visited subtrees (no if/else blocks); all nodes whose data counts are lower than that of the root node of the decision tree by [code_folding_req] will be folded. To diable folding, set to +inf. If hessian sums are available, they will be used as proxies of data counts.
 
int dump_array_as_elf
 Only applicable when compiler is set to failsafe. If set to a positive value, the fail-safe compiler will not emit large constant arrays to the C code. Instead, the arrays will be emitted as an ELF binary (Linux only). For large arrays, it is much faster to directly dump ELF binaries than to pass them to a C compiler.
 

Detailed Description

parameters for tree compiler