X-Git-Url: https://fleuret.org/cgi-bin/gitweb/gitweb.cgi?a=blobdiff_plain;f=profiler.lua;h=58100e7ae3766fde5836cd8d18e525affc45c0f4;hb=59733f475cf99a682c7b3368bffe7d2866c5b585;hp=91b09157843a86365a03d54b909cc103d13a5a81;hpb=21c3bd2eb990e3fa58aa36b0e8fcd8901de5569c;p=profiler-torch.git diff --git a/profiler.lua b/profiler.lua index 91b0915..58100e7 100755 --- a/profiler.lua +++ b/profiler.lua @@ -1,4 +1,36 @@ +--[[ + + 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 + +]]-- + require 'torch' require 'nn' require 'sys' @@ -14,16 +46,23 @@ function profiler.decor(model, functionsToDecorate) } for _, name in pairs(functionsToDecorate) do - model.orig = model.orig or {} - model.timings = 0 + model.accTime = 0 - if model[name] and not model.orig[name] then - model.orig[name] = model[name] - model[name] = function(self, ...) + local functionTable = model + + if not rawget(functionTable, name) then + functionTable = getmetatable(model) + end + + if functionTable[name] and not (functionTable.orig and functionTable.orig[name]) then + print('Profiler decoring ' .. functionTable.__typename .. '.' .. name) + functionTable.orig = functionTable.orig or {} + functionTable.orig[name] = functionTable[name] + functionTable[name] = function(self, ...) local startTime = sys.clock() local result = { self.orig[name](self, unpack({...})) } local endTime = sys.clock() - self.timings = self.timings + endTime - startTime + self.accTime = self.accTime + endTime - startTime return unpack(result) end end @@ -38,12 +77,21 @@ function profiler.decor(model, functionsToDecorate) end -function profiler.print(model) +function profiler.print(model, nbSamples) print('----------------------------------------------------------------------') print(model) - print(string.format('TIMING %.02fs', model.timings)) + if nbSamples then + print(string.format('acc_time %.02fs (%.01fmus/sample)', + model.accTime, + 1e6 * model.accTime / nbSamples)) + else + print(string.format('acc_time %.02fs', model.accTime)) + end + if torch.isTypeOf(model, nn.Container) then - model:applyToModules(profiler.print) + for _, m in ipairs(model.modules) do + profiler.print(m, nbSamples) + end end end