From 184857cdd7a84fc3584d61a8affde4240a457cdb Mon Sep 17 00:00:00 2001
From: Erick Lavoie <erick.lavoie@epfl.ch>
Date: Fri, 3 Sep 2021 17:34:27 +0200
Subject: [PATCH] Added new experiments for random cliques on CIFAR10
---
.../random-fc/non-iid/experiments.sh | 39 +++++++++++++++++++
.../random-ring/non-iid/experiments.sh | 39 +++++++++++++++++++
.../fully-connected/non-iid/experiments.sh | 35 +++++++++++++++++
results-v2/mnist/1-node-iid/experiments.sh | 2 +-
4 files changed, 114 insertions(+), 1 deletion(-)
create mode 100755 results-v2/google-fl/cifar10/d-cliques/random-fc/non-iid/experiments.sh
create mode 100755 results-v2/google-fl/cifar10/d-cliques/random-ring/non-iid/experiments.sh
create mode 100755 results-v2/google-fl/cifar10/fully-connected/non-iid/experiments.sh
diff --git a/results-v2/google-fl/cifar10/d-cliques/random-fc/non-iid/experiments.sh b/results-v2/google-fl/cifar10/d-cliques/random-fc/non-iid/experiments.sh
new file mode 100755
index 0000000..74acba6
--- /dev/null
+++ b/results-v2/google-fl/cifar10/d-cliques/random-fc/non-iid/experiments.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/../../../../../$(cat $SCRIPT_DIR/../../../../../toolspath); cd $TOOLS
+
+# Add current working directory to executable namespace
+export PATH=$PATH:$TOOLS
+# Setup root directory for resolution of imports:
+# the path of all local python libraries are relative to this
+export PYTHONPATH=$TOOLS
+
+# Each command outputs the run directory, which is then used
+# by the next command to add parameters and generate information
+# used by the simulator. For a list of available options for each
+# command, run 'export PYTHONPATH=.; <command> --help'.
+for MS in 5 10 20; do
+ setup/meta.py \
+ --results-directory $SCRIPT_DIR/all \
+ --seed 1 |
+ setup/dataset.py \
+ --name cifar10 |
+ setup/nodes/google-fl.py \
+ --nb-nodes 100 \
+ --local-shards 2 \
+ --shard-size 200 |
+ setup/topology/d_cliques/random_cliques.py \
+ --interclique fully-connected \
+ --max-clique-size $MS |
+ setup/model/gn_lenet.py |
+ simulate/algorithm/d_sgd.py \
+ --batch-size 20 \
+ --learning-momentum 0.9 \
+ --learning-rate 0.002 |
+ simulate/logger.py \
+ --accuracy-logging-interval 10\
+ --nb-processes 8 |
+ simulate/run.py \
+ --nb-epochs 100;
+done
diff --git a/results-v2/google-fl/cifar10/d-cliques/random-ring/non-iid/experiments.sh b/results-v2/google-fl/cifar10/d-cliques/random-ring/non-iid/experiments.sh
new file mode 100755
index 0000000..7a193cf
--- /dev/null
+++ b/results-v2/google-fl/cifar10/d-cliques/random-ring/non-iid/experiments.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/../../../../../$(cat $SCRIPT_DIR/../../../../../toolspath); cd $TOOLS
+
+# Add current working directory to executable namespace
+export PATH=$PATH:$TOOLS
+# Setup root directory for resolution of imports:
+# the path of all local python libraries are relative to this
+export PYTHONPATH=$TOOLS
+
+# Each command outputs the run directory, which is then used
+# by the next command to add parameters and generate information
+# used by the simulator. For a list of available options for each
+# command, run 'export PYTHONPATH=.; <command> --help'.
+for MS in 5 10 20; do
+ setup/meta.py \
+ --results-directory $SCRIPT_DIR/all \
+ --seed 1 |
+ setup/dataset.py \
+ --name cifar10 |
+ setup/nodes/google-fl.py \
+ --nb-nodes 100 \
+ --local-shards 2 \
+ --shard-size 200 |
+ setup/topology/d_cliques/random_cliques.py \
+ --interclique ring \
+ --max-clique-size $MS |
+ setup/model/gn_lenet.py |
+ simulate/algorithm/d_sgd.py \
+ --batch-size 20 \
+ --learning-momentum 0.9 \
+ --learning-rate 0.002 |
+ simulate/logger.py \
+ --accuracy-logging-interval 10\
+ --nb-processes 8 |
+ simulate/run.py \
+ --nb-epochs 100;
+done
diff --git a/results-v2/google-fl/cifar10/fully-connected/non-iid/experiments.sh b/results-v2/google-fl/cifar10/fully-connected/non-iid/experiments.sh
new file mode 100755
index 0000000..8b784e9
--- /dev/null
+++ b/results-v2/google-fl/cifar10/fully-connected/non-iid/experiments.sh
@@ -0,0 +1,35 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/../../../../$(cat $SCRIPT_DIR/../../../../toolspath); cd $TOOLS
+
+# Add current working directory to executable namespace
+export PATH=$PATH:$TOOLS
+# Setup root directory for resolution of imports:
+# the path of all local python libraries are relative to this
+export PYTHONPATH=$TOOLS
+
+# Each command outputs the run directory, which is then used
+# by the next command to add parameters and generate information
+# used by the simulator. For a list of available options for each
+# command, run 'export PYTHONPATH=.; <command> --help'.
+setup/meta.py \
+ --results-directory $SCRIPT_DIR/all \
+ --seed 1 |
+setup/dataset.py \
+ --name cifar10 |
+setup/nodes/google-fl.py \
+ --nb-nodes 100 \
+ --local-shards 2 \
+ --shard-size 200 |
+setup/topology/fully-connected.py |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+ --batch-size 20 \
+ --learning-momentum 0.9 \
+ --learning-rate 0.002 |
+simulate/logger.py \
+ --accuracy-logging-interval 10\
+ --nb-processes 8 |
+simulate/run.py \
+ --nb-epochs 100
diff --git a/results-v2/mnist/1-node-iid/experiments.sh b/results-v2/mnist/1-node-iid/experiments.sh
index 2e7dd1c..e26c871 100755
--- a/results-v2/mnist/1-node-iid/experiments.sh
+++ b/results-v2/mnist/1-node-iid/experiments.sh
@@ -18,7 +18,7 @@ setup/meta.py \
--seed 1 |
setup/dataset.py \
--name mnist \
- --global-train-ratios 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 |
+ --train-examples-per-class 4500 4500 4500 4500 4500 4500 4500 4500 4500 4500 |
setup/nodes.py \
--nb-nodes 1 \
--local-classes 10 \
--
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