X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?p=profiler-torch.git;a=blobdiff_plain;f=profiler.lua;h=b363a60a3cb76b7af10ddde42b431be6566f15ca;hp=ad280d245ac3ddf6d03e34d4616fe35e04f20c67;hb=HEAD;hpb=40c92fc3324ed00f30d0f01f6b6c4010b2a1e1fe diff --git a/profiler.lua b/profiler.lua index ad280d2..b363a60 100644 --- a/profiler.lua +++ b/profiler.lua @@ -1,33 +1,20 @@ --[[ - Written by Francois Fleuret (francois@fleuret.org) - - This is free and unencumbered software released into the public - domain. - - Anyone is free to copy, modify, publish, use, compile, sell, or - distribute this software, either in source code form or as a - compiled binary, for any purpose, commercial or non-commercial, and - by any means. - - In jurisdictions that recognize copyright laws, the author or - authors of this software dedicate any and all copyright interest in - the software to the public domain. We make this dedication for the - benefit of the public at large and to the detriment of our heirs - and successors. We intend this dedication to be an overt act of - relinquishment in perpetuity of all present and future rights to - this software under copyright law. - - THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, - EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF - MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND - NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY - CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF - CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION - WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. - - For more information, please refer to + Copyright (c) 2016 Idiap Research Institute, http://www.idiap.ch/ + Written by Francois Fleuret + + This file is free software: you can redistribute it and/or modify + it under the terms of the GNU General Public License version 3 as + published by the Free Software Foundation. + + It is distributed in the hope that it will be useful, but WITHOUT + ANY WARRANTY; without even the implied warranty of MERCHANTABILITY + or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public + License for more details. + + You should have received a copy of the GNU General Public License + along with this file. If not, see . ]]-- @@ -37,7 +24,17 @@ require 'sys' profiler = {} -function profiler.decor(model, functionsToDecorate) +profiler.color = true + +profiler.colors = function(name) + if profiler.color then + return sys.COLORS[name] + else + return '' + end +end + +function profiler.decorate(model, functionsToDecorate) local functionsToDecorate = functionsToDecorate or { @@ -48,11 +45,28 @@ function profiler.decor(model, functionsToDecorate) for _, name in pairs(functionsToDecorate) do model.accTime = {} + -- We decorate the class and not the object, otherwise we cannot + -- save models anymore. + + if rawget(model, name) then + error('We decorate the classes, not the objects, and there is a `' + .. name + .. '\' function in ' + .. tostring(model)) + end + + local toDecorate = getmetatable(model) + + while not rawget(toDecorate, name) do + toDecorate = getmetatable(toDecorate) + end + local nameOrig = name .. '__orig' - if model[name] and not model[nameOrig] then - model[nameOrig] = model[name] - model[name] = function(self, ...) + if not toDecorate[nameOrig] then + -- print('Decorating ' .. toDecorate.__typename .. '.' .. name) + toDecorate[nameOrig] = toDecorate[name] + toDecorate[name] = function(self, ...) local startTime = sys.clock() local result = { self[nameOrig](self, unpack({...})) } local endTime = sys.clock() @@ -65,30 +79,68 @@ function profiler.decor(model, functionsToDecorate) if torch.isTypeOf(model, nn.Container) then for _, m in ipairs(model.modules) do - profiler.decor(m, functionsToDecorate) + profiler.decorate(m, functionsToDecorate) end end end -function profiler.print(model, nbSamples, indent) +function profiler.timingString(l, t, nbSamples, totalTime) + local s + + s = string.format('%s %.02fs %s[%.02f%%]', + l, t, + profiler.colors('blue'), + 100 * t / totalTime + ) + + if nbSamples then + s = s .. string.format(profiler.colors('green') .. ' (%.01fmus/sample)', + 1e6 * t / nbSamples) + end + + s = s .. profiler.colors('black') + + return s +end + +function profiler.print(model, nbSamples, totalTime, indent) local indent = indent or '' + local hint - print(string.format('%s* %s', indent, model.__typename)) + if not model.accTime then + error('The model does not seem decorated for profiling.') + end - for l, t in pairs(model.accTime) do - local s - if nbSamples then - s = string.format(' (%.01fmus/sample)', 1e6 * t / nbSamples) + local localTotal = 0 + for _, t in pairs(model.accTime) do + localTotal = localTotal + t + end + + totalTime = totalTime or localTotal + + if torch.isTypeOf(model, nn.Container) then + hint = ' ' + else + if profiler.color then + hint = ' ' .. profiler.colors('red') else - s = '' + hint = '* ' end - print(string.format('%s %s %.02fs%s', indent, l, t, s)) end + print(profiler.timingString(indent .. hint .. model.__typename, + localTotal, nbSamples, totalTime)) + + for l, t in pairs(model.accTime) do + print(profiler.timingString(indent .. ' :' .. l, t, nbSamples, totalTime)) + end + + print() + if torch.isTypeOf(model, nn.Container) then for _, m in ipairs(model.modules) do - profiler.print(m, nbSamples, indent .. ' ') + profiler.print(m, nbSamples, totalTime, indent .. ' ') end end end