From a447538fb52f63eaeb337d657d1ce3ec26855441 Mon Sep 17 00:00:00 2001
From: Hammouda Elbez <hammouda.elbez@univ-lille.fr>
Date: Wed, 26 Jul 2023 15:06:29 +0200
Subject: [PATCH] ExampleMnist2 updated
---
.../cristal/emeraude/n2s3/apps/ExampleMnist2.scala | 8 ++++----
1 file changed, 4 insertions(+), 4 deletions(-)
diff --git a/n2s3_examples/src/main/scala/fr/univ_lille/cristal/emeraude/n2s3/apps/ExampleMnist2.scala b/n2s3_examples/src/main/scala/fr/univ_lille/cristal/emeraude/n2s3/apps/ExampleMnist2.scala
index ba5a24b..f0be7b8 100644
--- a/n2s3_examples/src/main/scala/fr/univ_lille/cristal/emeraude/n2s3/apps/ExampleMnist2.scala
+++ b/n2s3_examples/src/main/scala/fr/univ_lille/cristal/emeraude/n2s3/apps/ExampleMnist2.scala
@@ -60,7 +60,7 @@ object ExampleMnist2 extends App {
var log = true
var prune = false
var globalIteration = 1
- var sizeChunk = 1000
+ var sizeChunk = 60000
implicit val timeout = Config.longTimeout
alpha = 0.05F
@@ -101,13 +101,13 @@ object ExampleMnist2 extends App {
val unsupervisedLayer1 = n2s3.createNeuronGroup()
.setIdentifier("Layer1")
- .setNumberOfNeurons(20)
+ .setNumberOfNeurons(50)
.setNeuronModel(LIF, Seq(
(MembranePotentialThreshold, 15 millivolts)))
val unsupervisedLayer2 = n2s3.createNeuronGroup()
.setIdentifier("Layer2")
- .setNumberOfNeurons(10)
+ .setNumberOfNeurons(20)
.setNeuronModel(LIF, Seq(
(MembranePotentialThreshold, 5 millivolts)))
@@ -219,7 +219,7 @@ object ExampleMnist2 extends App {
println("Start Testing cropped " + "[" + iteration + "]" + " with " + Ratio)
- benchmarkMonitor = n2s3.createBenchmarkMonitor(unsupervisedLayer1)
+ benchmarkMonitor = n2s3.createBenchmarkMonitor(unsupervisedLayer2)
simTime = simTime + "Test cropped " + iteration
--
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