format

1 files changed, 9 insertions, 9 deletions

diff --git a/README.md b/README.md
index 015c2f9..7d3e6a9 100644
--- a/README.md
+++ b/README.md
@@ -206,9 +206,9 @@ threads.Threads(4,
 ```
 
 Note that the id of each thread is also stored into the global variable `__threadid` (in each thread Lua state).  
-Special notice about upvalues:
-When deserializing a callback, upvalues in that callback must be of known types. Since f1,f2,... in [threads.Threads](#threads.Threads) are deserialized in order,  
-we suggest that you make a separated f1 containing all the definitions and put the other code in f2,f3,...  
+Notice about Upvalues:  
+When deserializing a callback, upvalues must be of known types.   
+Since f1,f2,... in [threads.Threads](#threads.Threads) are deserialized in order, we suggest that you make a separated f1 containing all the definitions and put the other code in f2,f3,...  
 e.g.  
 ```
 require 'nn'
@@ -216,9 +216,9 @@ local threads = require 'threads'
 local model = nn.Linear(5, 10)
 threads.Threads(
     2,
-    function(idx)
-        require 'nn'
-        local myModel = model:clone()   -- This code will crash, because the upvalue 'model' is of unknown type before deserialization
+    function(idx)                       -- This code will crash
+        require 'nn'                    -- because the upvalue 'model' 
+        local myModel = model:clone()   -- is of unknown type before deserialization
     end
 )
 ```
@@ -229,11 +229,11 @@ local threads = require 'threads'
 local model = nn.Linear(5, 10)
 threads.Threads(
     2,
-    function(idx)
+    function(idx)                      -- This code is OK.
         require 'nn'
-    end,
+    end,                               -- child threads know nn.Linear when deserializing f2
     function(idx)
-        local myModel = model:clone()  -- This code is OK. child threads know nn.Linear when deserializing f2 because f1 has already been executed
+        local myModel = model:clone()  -- because f1 has already been executed
     end
 )
 ```