1 files changed, 12 insertions, 9 deletions

diff --git a/Module.lua b/Module.lua
index 4423aea..e9659e4 100644
--- a/Module.lua
+++ b/Module.lua
@@ -139,12 +139,13 @@ function Module:getParameters()
    -- get parameters
    local parameters,gradParameters = self:parameters()
 
-   local function storageInSet(set, storage) --this is waste of time (need correct hash)
-      for key, val in pairs(set) do
-         if key == storage then
-            return val
-         end
+   local function storageInSet(set, storage)
+      local storageAndOffset = set[torch.pointer(storage)]
+      if storageAndOffset == nil then
+          return nil
       end
+      local storage, offset = unpack(storageAndOffset)
+      return offset
    end
 
    -- this function flattens arbitrary lists of parameters,
@@ -155,9 +156,10 @@ function Module:getParameters()
       local storages = {}
       local nParameters = 0
       for k = 1,#parameters do
-         if not storageInSet(storages, parameters[k]:storage()) then
-            storages[parameters[k]:storage()] = nParameters
-            nParameters = nParameters + parameters[k]:storage():size()
+         local storage = parameters[k]:storage()
+         if not storageInSet(storages, storage) then
+            storages[torch.pointer(storage)] = {storage, nParameters}
+            nParameters = nParameters + storage:size()
          end
       end
       
@@ -186,7 +188,8 @@ function Module:getParameters()
          parameters[k]:stride())
       end
 
-      for k, v in pairs(storages) do
+      for _, storageAndOffset in pairs(storages) do
+         local k, v = unpack(storageAndOffset)
          flatParameters[{{v+1,v+k:size()}}]:copy(Tensor():set(k))
       end
       for k = 1,flatUsedParameters:nElement() do