From 9f0aa0c0e512411784400ddbbc3a28c6f6f2244c Mon Sep 17 00:00:00 2001
From: Mohammad Hizzani <moh.hizzani@gmail.com>
Date: Fri, 8 May 2020 17:44:13 +0300
Subject: [PATCH] move shuffle into big loop

---
 src/parallelBackForProp.jl | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/src/parallelBackForProp.jl b/src/parallelBackForProp.jl
index 0758666..aef63d1 100644
--- a/src/parallelBackForProp.jl
+++ b/src/parallelBackForProp.jl
@@ -560,7 +560,7 @@ function train(
     m = size(X_train)[end]
     c = size(Y_train)[end-1]
     nB = m ÷ batchSize
-    shufInd = randperm(m)
+
     N = ndims(X_train)
     axX = axes(X_train)[1:end-1]
     axY = axes(Y_train)[1:end-1]
@@ -592,6 +592,7 @@ function train(
     Accuracies = []
     Costs = []
     for i=1:epochs
+        shufInd = randperm(m)
         minCosts = [] #the costs of all mini-batches
         minAcc = []
         for j=1:nB