#!/usr/bin/env python # ================================================================================================== # This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This # project loosely follows the Google C++ styleguide and uses a max-width of 100 characters per line. # # Author(s): # Cedric Nugteren # # This file contains the 'Routine' class, used in the generator script to generate the CLBlast API # interface and implementation. # # ================================================================================================== # System modules from itertools import chain # Translates an option name to a CLBlast data-type def OptionToCLBlast(x): return { 'layout': "Layout", 'a_transpose': "Transpose", 'b_transpose': "Transpose", 'ab_transpose': "Transpose", 'side': "Side", 'triangle': "Triangle", 'diagonal': "Diagonal", }[x] # As above, but for clBLAS data-types def OptionToWrapper(x): return { 'layout': "clblasOrder", 'a_transpose': "clblasTranspose", 'b_transpose': "clblasTranspose", 'ab_transpose': "clblasTranspose", 'side': "clblasSide", 'triangle': "clblasUplo", 'diagonal': "clblasDiag", }[x] # Buffers without 'ld' or 'inc' parameter NO_LD_INC = ["dot","ap"] # ================================================================================================== # Class holding routine-specific information (e.g. name, which arguments, which precisions) class Routine(): def __init__(self, implemented, level, name, template, flavours, sizes, options, inputs, outputs, scalars, scratch, description): self.implemented = implemented self.level = level self.name = name self.template = template self.flavours = flavours self.sizes = sizes self.options = options self.inputs = inputs self.outputs = outputs self.scalars = scalars self.scratch = scratch # Scratch buffer (e.g. for xDOT) self.description = description # Retrieves the number of characters in the routine's name def Length(self): return len(self.name) # Retrieves the postfix for a buffer def Postfix(self, name): return "inc" if (name in ["x","y"]) else "ld" # Determines whether or not this routine has scalar arguments (alpha/beta) def NoScalars(self): return self.scalars == [] # Returns the upper-case names of these routines (all flavours) def ShortNames(self): return "/".join([f.name+self.name.upper() for f in self.flavours]) # Determines which buffers go first (between alpha and beta) and which ones go after def BuffersFirst(self): if self.level == "2b": return ["x","y"] return ["ap","a","b","x"] def BuffersSecond(self): if self.level == "2b": return ["ap","a","b","c"] return ["y","c"] # ============================================================================================== # Retrieves a variable name for a specific input/output vector/matrix (e.g. 'x') def Buffer(self, name): if (name in self.inputs) or (name in self.outputs): a = [name+"_buffer"] b = [name+"_offset"] c = [name+"_"+self.Postfix(name)] if (name not in NO_LD_INC) else [] return [", ".join(a+b+c)] return [] # As above but with data-types def BufferDef(self, name): prefix = "const " if (name in self.inputs) else "" if (name in self.inputs) or (name in self.outputs): a = [prefix+"cl_mem "+name+"_buffer"] b = ["const size_t "+name+"_offset"] c = ["const size_t "+name+"_"+self.Postfix(name)] if (name not in NO_LD_INC) else [] return [", ".join(a+b+c)] return [] # As above but with Claduc buffers def BufferCladuc(self, name): if (name in self.inputs) or (name in self.outputs): a = ["Buffer<"+self.template.buffertype+">("+name+"_buffer)"] b = [name+"_offset"] c = [name+"_"+self.Postfix(name)] if (name not in NO_LD_INC) else [] return [", ".join(a+b+c)] return [] # As above but with a static cast for clBLAS wrapper def BufferWrapper(self, name): if (name in self.inputs) or (name in self.outputs): a = [name+"_buffer"] b = [name+"_offset"] c = [] if (name in ["x","y"]): c = ["static_cast("+name+"_"+self.Postfix(name)+")"] elif (name in ["a","b","c"]): c = [name+"_"+self.Postfix(name)] return [", ".join(a+b+c)] return [] # As above, but only data-types def BufferType(self, name): prefix = "const " if (name in self.inputs) else "" if (name in self.inputs) or (name in self.outputs): a = [prefix+"cl_mem"] b = ["const size_t"] c = ["const size_t"] if (name not in NO_LD_INC) else [] return [", ".join(a+b+c)] return [] # ============================================================================================== # Retrieves the name of a scalar (alpha/beta) def Scalar(self, name): if (name in self.scalars): return [name] return [] # Retrieves the use of a scalar (alpha/beta) def ScalarUse(self, name, flavour): if name in self.scalars: if name == "alpha": return [flavour.UseAlpha()] elif name == "beta": return [flavour.UseBeta()] return [name] return [] # Retrieves the use of a scalar (alpha/beta) def ScalarUseWrapper(self, name, flavour): if name in self.scalars: if name == "alpha": return [flavour.UseAlphaCL()] elif name == "beta": return [flavour.UseBetaCL()] return [name] return [] # Retrieves the definition of a scalar (alpha/beta) def ScalarDef(self, name, flavour): if name in self.scalars: if name == "alpha": return ["const "+flavour.alpha_cl+" "+name] return ["const "+flavour.beta_cl+" "+name] return [] # As above, but without 'cl_' prefix def ScalarDefPlain(self, name, flavour): if name in self.scalars: if name == "alpha": return ["const "+flavour.alpha_cpp+" "+name] return ["const "+flavour.beta_cpp+" "+name] return [] # Retrieves the type of a scalar (alpha/beta) def ScalarType(self, name, flavour): if name in self.scalars: if name == "alpha": return ["const "+flavour.alpha_cpp] return ["const "+flavour.beta_cpp] return [] # ============================================================================================== # Retrieves a list of comma-separated sizes (m, n, k) def Sizes(self): if self.sizes: return [", ".join([s for s in self.sizes])] return [] # Retrieves the definition of the sizes (m,n,k) def SizesDef(self): if self.sizes: return [", ".join(["const size_t "+s for s in self.sizes])] return [] # Retrieves the types of the sizes (m,n,k) def SizesType(self): if self.sizes: return [", ".join(["const size_t" for s in self.sizes])] return [] # ============================================================================================== # Retrieves a list of options def Options(self): if self.options: return [", ".join(self.options)] return [] # As above, but now casted to CLBlast data-types def OptionsCast(self, indent): if self.options: options = ["static_cast("+o+")" for o in self.options] return [(",\n"+indent).join(options)] return [] # Retrieves the definitions of the options (layout, transpose, side, etc.) def OptionsDef(self): if self.options: definitions = ["const "+OptionToCLBlast(o)+" "+o for o in self.options] return [", ".join(definitions)] return [] # As above, but now using clBLAS data-types def OptionsDefWrapper(self): if self.options: definitions = ["const "+OptionToWrapper(o)+" "+o for o in self.options] return [", ".join(definitions)] return [] # Retrieves the types of the options (layout, transpose, side, etc.) def OptionsType(self): if self.options: definitions = ["const "+OptionToCLBlast(o) for o in self.options] return [", ".join(definitions)] return [] # ============================================================================================== # Retrieves a combination of all the argument names, with Claduc casts def ArgumentsCladuc(self, flavour, indent): return (self.Options() + self.Sizes() + self.BufferCladuc("dot") + self.Scalar("alpha") + list(chain(*[self.BufferCladuc(b) for b in self.BuffersFirst()])) + self.Scalar("beta") + list(chain(*[self.BufferCladuc(b) for b in self.BuffersSecond()])) + list(chain(*[self.Scalar(s) for s in ["d1","d2","a","b","c","s"]]))) # Retrieves a combination of all the argument names, with CLBlast casts def ArgumentsCast(self, flavour, indent): return (self.OptionsCast(indent) + self.Sizes() + self.Buffer("dot") + self.ScalarUse("alpha", flavour) + list(chain(*[self.Buffer(b) for b in self.BuffersFirst()])) + self.ScalarUse("beta", flavour) + list(chain(*[self.Buffer(b) for b in self.BuffersSecond()])) + list(chain(*[self.ScalarUse(s, flavour) for s in ["d1","d2","a","b","c","s"]]))) # As above, but for the clBLAS wrapper def ArgumentsWrapper(self, flavour): return (self.Options() + self.Sizes() + self.BufferWrapper("dot") + self.ScalarUseWrapper("alpha", flavour) + list(chain(*[self.BufferWrapper(b) for b in self.BuffersFirst()])) + self.ScalarUseWrapper("beta", flavour) + list(chain(*[self.BufferWrapper(b) for b in self.BuffersSecond()])) + list(chain(*[self.ScalarUseWrapper(s, flavour) for s in ["d1","d2","a","b","c","s"]]))) # Retrieves a combination of all the argument definitions def ArgumentsDef(self, flavour): return (self.OptionsDef() + self.SizesDef() + self.BufferDef("dot") + self.ScalarDef("alpha", flavour) + list(chain(*[self.BufferDef(b) for b in self.BuffersFirst()])) + self.ScalarDef("beta", flavour) + list(chain(*[self.BufferDef(b) for b in self.BuffersSecond()])) + list(chain(*[self.ScalarDef(s, flavour) for s in ["d1","d2","a","b","c","s"]]))) # As above, but clBLAS wrapper plain datatypes def ArgumentsDefWrapper(self, flavour): return (self.OptionsDefWrapper() + self.SizesDef() + self.BufferDef("dot") + self.ScalarDefPlain("alpha", flavour) + list(chain(*[self.BufferDef(b) for b in self.BuffersFirst()])) + self.ScalarDefPlain("beta", flavour) + list(chain(*[self.BufferDef(b) for b in self.BuffersSecond()])) + list(chain(*[self.ScalarDefPlain(s, flavour) for s in ["d1","d2","a","b","c","s"]]))) # Retrieves a combination of all the argument types def ArgumentsType(self, flavour): return (self.OptionsType() + self.SizesType() + self.BufferType("dot") + self.ScalarType("alpha", flavour) + list(chain(*[self.BufferType(b) for b in self.BuffersFirst()])) + self.ScalarType("beta", flavour) + list(chain(*[self.BufferType(b) for b in self.BuffersSecond()])) + list(chain(*[self.ScalarType(s, flavour) for s in ["d1","d2","a","b","c","s"]]))) # ============================================================================================== # Retrieves the C++ templated definition for a routine def RoutineHeaderCPP(self, spaces): indent = " "*(spaces + self.Length()) result = "template <"+self.template.name+">\n" result += "StatusCode "+self.name.capitalize()+"(" result += (",\n"+indent).join([a for a in self.ArgumentsDef(self.template)]) result += ",\n"+indent+"cl_command_queue* queue, cl_event* event)" return result # As above, but now without variable names def RoutineHeaderTypeCPP(self, spaces): indent = " "*(spaces + self.Length()) result = "template <"+self.template.name+">\n" result += "StatusCode "+self.name.capitalize()+"(" result += (",\n"+indent).join([a for a in self.ArgumentsType(self.template)]) result += ",\n"+indent+"cl_command_queue*, cl_event*)" return result # As above, but now for C def RoutineHeaderC(self, flavour, spaces): indent = " "*(spaces + self.Length()) result = "StatusCode CLBlast"+flavour.name+self.name+"(" result += (",\n"+indent).join([a for a in self.ArgumentsDef(flavour)]) result += ",\n"+indent+"cl_command_queue* queue, cl_event* event)" return result # As above, but now for the clBLAS wrapper def RoutineHeaderWrapper(self, flavour, def_only, spaces): template = "<"+flavour.template+">" if self.NoScalars() and not def_only else "" indent = " "*(spaces + self.Length() + len(template)) result = "" if self.NoScalars(): result += "template <" if def_only: result += flavour.name result += ">\n" result += "clblasStatus clblasX"+self.name+template+"(" result += (",\n"+indent).join([a for a in self.ArgumentsDefWrapper(flavour)]) result += ",\n"+indent+"cl_uint num_queues, cl_command_queue *queues" result += ",\n"+indent+"cl_uint num_wait_events, const cl_event *wait_events, cl_event *events)" return result # ==================================================================================================