Added new experiments for random cliques on CIFAR10

results-v2/google-fl/cifar10/d-cliques/random-fc/non-iid/experiments.sh

+#!/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

results-v2/google-fl/cifar10/d-cliques/random-ring/non-iid/experiments.sh

+#!/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

results-v2/google-fl/cifar10/fully-connected/non-iid/experiments.sh

+#!/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

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 \