}
for _, name in pairs(functionsToDecorate) do
- model.accTime = 0
+ model.accTime = {}
local functionTable = model
- if not rawget(functionTable, name) then
- functionTable = getmetatable(model)
+ -- We decorate the function where it is defined in the class
+ -- hierarchy, so we have to go up the metatables until we find
+ -- it with rawget
+
+ while functionTable and not rawget(functionTable, name) do
+ functionTable = getmetatable(functionTable)
end
- if functionTable[name] and not (functionTable.orig and functionTable.orig[name]) then
+ local nameOrig = name .. '__orig'
+
+ if functionTable[name] and not functionTable[nameOrig] then
print('Profiler decoring ' .. functionTable.__typename .. '.' .. name)
- functionTable.orig = functionTable.orig or {}
- functionTable.orig[name] = functionTable[name]
+ functionTable[nameOrig] = functionTable[name]
functionTable[name] = function(self, ...)
local startTime = sys.clock()
- local result = { self.orig[name](self, unpack({...})) }
+ local result = { self[nameOrig](self, unpack({...})) }
local endTime = sys.clock()
- self.accTime = self.accTime + endTime - startTime
+ self.accTime[name] = (self.accTime[name] or 0) + endTime - startTime
return unpack(result)
end
end
function profiler.print(model, nbSamples, indent)
local indent = indent or ''
+ print(string.format('%s* %s', indent, model.__typename))
+
if nbSamples then
- print(string.format('%s%s %.02fs (%.01fmus/sample)',
- indent,
- model.__typename,
- model.accTime,
- 1e6 * model.accTime / nbSamples))
+ for l, t in pairs(model.accTime) do
+ print(string.format('%s %s %.02fs (%.01fmus/sample)',
+ indent,
+ l,
+ t,
+ 1e6 * t / nbSamples))
+ end
else
- print(string.format('%s%s %.02fs',
- indent,
- model.__typename,
- model.accTime))
+ for l, t in pairs(model.accTime) do
+ print(string.format('%s %s %.02fs',
+ indent,
+ l,
+ t))
+ end
end
if torch.isTypeOf(model, nn.Container) then
for _, m in ipairs(model.modules) do
- profiler.print(m, nbSamples, indent .. ' ')
+ profiler.print(m, nbSamples, indent .. ' ')
end
end
end