From 1d835cca0c29090b14d4734e42e84ca2018648f7 Mon Sep 17 00:00:00 2001
From: Erick Lavoie <erick.lavoie@epfl.ch>
Date: Wed, 10 Mar 2021 11:56:26 +0100
Subject: [PATCH] Added experiment files

---
 results/cifar10/1-node-iid/experiments.sh          | 14 ++++++++++++++
 results/cifar10/clique-ring/experiments.sh         | 14 ++++++++++++++
 .../cifar10/fully-connected-cliques/experiments.sh | 14 ++++++++++++++
 3 files changed, 42 insertions(+)
 create mode 100755 results/cifar10/1-node-iid/experiments.sh
 create mode 100755 results/cifar10/clique-ring/experiments.sh
 create mode 100755 results/cifar10/fully-connected-cliques/experiments.sh

diff --git a/results/cifar10/1-node-iid/experiments.sh b/results/cifar10/1-node-iid/experiments.sh
new file mode 100755
index 0000000..338f581
--- /dev/null
+++ b/results/cifar10/1-node-iid/experiments.sh
@@ -0,0 +1,14 @@
+#!/usr/bin/env bash
+TOOLS=../../../../learn-topology/tools; CWD="$(pwd)"; cd $TOOLS
+BSZS='
+    2000
+    '
+LRS='
+    0.002
+    '
+for BSZ in $BSZS; 
+    do for LR in $LRS;
+        do python sgp-mnist.py --nb-nodes 1 --nb-epochs 100 --local-classes 10 --seed 1 --nodes-per-class 1 1 1 1 1 1 1 1 1 1 --global-train-ratios 1 1 1 1 1 1 1 1 1 1 --dist-optimization d-psgd --topology fully_connected --metric dissimilarity --learning-momentum 0.9 --sync-per-mini-batch 1 --results-directory $CWD/all --learning-rate $LR --batch-size $BSZ "$@" --single-process --dataset cifar10 --model gn-lenet --accuracy-logging-interval 10 --validation-set-ratio 0.5 --single-process --nb-logging-processes 1
+    done;
+done;
+
diff --git a/results/cifar10/clique-ring/experiments.sh b/results/cifar10/clique-ring/experiments.sh
new file mode 100755
index 0000000..35fcd29
--- /dev/null
+++ b/results/cifar10/clique-ring/experiments.sh
@@ -0,0 +1,14 @@
+#!/usr/bin/env bash
+TOOLS=../../../../learn-topology/tools; CWD="$(pwd)"; cd $TOOLS
+BSZS='
+    20
+    '
+LRS='
+    0.002
+    '
+for BSZ in $BSZS; 
+    do for LR in $LRS;
+        do python sgp-mnist.py --nb-nodes 100 --nb-epochs 100 --local-classes 1 --seed 1 --nodes-per-class 10 10 10 10 10 10 10 10 10 10 --global-train-ratios 1 1 1 1 1 1 1 1 1 1 --dist-optimization d-psgd --topology clique-ring --metric dissimilarity --learning-momentum 0.9 --sync-per-mini-batch 1 --results-directory $CWD/all --learning-rate $LR --batch-size $BSZ "$@" --single-process --nb-logging-processes 10 --dataset cifar10 --model gn-lenet --clique-gradient --initial-averaging --accuracy-logging-interval 10 --validtion-set-ratio 0.5
+    done;
+done;
+
diff --git a/results/cifar10/fully-connected-cliques/experiments.sh b/results/cifar10/fully-connected-cliques/experiments.sh
new file mode 100755
index 0000000..d021863
--- /dev/null
+++ b/results/cifar10/fully-connected-cliques/experiments.sh
@@ -0,0 +1,14 @@
+#!/usr/bin/env bash
+TOOLS=../../../../learn-topology/tools; CWD="$(pwd)"; cd $TOOLS
+BSZS='
+    20
+    '
+LRS='
+    0.002
+    '
+for BSZ in $BSZS; 
+    do for LR in $LRS;
+        do python sgp-mnist.py --nb-nodes 100 --nb-epochs 100 --local-classes 1 --seed 1 --nodes-per-class 10 10 10 10 10 10 10 10 10 10 --global-train-ratios 1 1 1 1 1 1 1 1 1 1 --dist-optimization d-psgd --topology fully-connected-cliques --metric dissimilarity --learning-momentum 0.9 --sync-per-mini-batch 1 --results-directory $CWD/all --learning-rate $LR --batch-size $BSZ "$@" --single-process --nb-logging-processes 10 --dataset cifar10 --model gn-lenet --clique-gradient --initial-averaging --accuracy-logging-interval 10 --validtion-set-ratio 0.5
+    done;
+done;
+
-- 
GitLab