From 9c1608dcc02da04bac6b25d2b111605b7e426bef Mon Sep 17 00:00:00 2001
From: Hammouda Elbez <hammouda.elbez@univ-lille.fr>
Date: Sun, 27 Nov 2022 06:08:31 +0000
Subject: [PATCH] Multiple classes updated
---
CSNN-Simulator/apps/Mnist.cpp | 2 +-
CSNN-Simulator/apps/MnistForSpiNNaker.cpp | 2 +-
CSNN-Simulator/src/Experiment.cpp | 2 +-
CSNN-Simulator/src/layer/Convolution.cpp | 3 ++-
4 files changed, 5 insertions(+), 4 deletions(-)
diff --git a/CSNN-Simulator/apps/Mnist.cpp b/CSNN-Simulator/apps/Mnist.cpp
index 0226f68..afd6d01 100644
--- a/CSNN-Simulator/apps/Mnist.cpp
+++ b/CSNN-Simulator/apps/Mnist.cpp
@@ -45,7 +45,7 @@ int main(int argc, char** argv) {
experiment.template add_test<dataset::Mnist>(input_path+"t10k-images.idx3-ubyte", input_path+"t10k-labels.idx1-ubyte");
float th_lr = 1.0f;
- float t_obj = 0.50f;
+ float t_obj = 0.75f;
float w_lr = 0.1f;
float alpha = 0.05f;
diff --git a/CSNN-Simulator/apps/MnistForSpiNNaker.cpp b/CSNN-Simulator/apps/MnistForSpiNNaker.cpp
index 65ed956..8513c89 100644
--- a/CSNN-Simulator/apps/MnistForSpiNNaker.cpp
+++ b/CSNN-Simulator/apps/MnistForSpiNNaker.cpp
@@ -34,7 +34,7 @@ int main(int argc, char** argv) {
experiment.template add_test<dataset::Mnist>(input_path+"t10k-images.idx3-ubyte", input_path+"t10k-labels.idx1-ubyte");
float th_lr = 1.0f;
- float t_obj = 0.50f;
+ float t_obj = 0.75f;
float alpha = 0.05f;
float alpha_p= 0.01f;
float alpha_n= 0.005f;
diff --git a/CSNN-Simulator/src/Experiment.cpp b/CSNN-Simulator/src/Experiment.cpp
index f920be4..8e346eb 100644
--- a/CSNN-Simulator/src/Experiment.cpp
+++ b/CSNN-Simulator/src/Experiment.cpp
@@ -36,7 +36,7 @@ AbstractExperiment::AbstractExperiment(const std::string& name) :
std::cout << "Experiment renamed in " << _name << std::endl;
}
- _isRandom = "";
+ _isRandom = "MY_5IM";
std::seed_seq seed(std::begin(_name), std::end(_name));
_random_generator.seed(seed);
diff --git a/CSNN-Simulator/src/layer/Convolution.cpp b/CSNN-Simulator/src/layer/Convolution.cpp
index 245c355..b4efb5d 100644
--- a/CSNN-Simulator/src/layer/Convolution.cpp
+++ b/CSNN-Simulator/src/layer/Convolution.cpp
@@ -257,6 +257,7 @@ void _priv::DenseImpl::train(const std::vector<Spike>& input_spike, const Tensor
_a.at(0, 0, z) += w.at(spike.x, spike.y, spike.z, z);
// check if the voltage crossed the threshold
if(_a.at(0, 0, z) >= th.at(z)) {
+ _model.layer_Spikes+=1;
for(size_t z1=0; z1<depth; z1++) {
th.at(z1) -= _model._lr_th*(spike.time - _model._t_obj);
@@ -321,4 +322,4 @@ void _priv::DenseImpl::test(const std::vector<Spike>& input_spike, const Tensor<
}
}
}
-}
\ No newline at end of file
+}
--
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