diff --git a/results-v2/baseline-cifar10-2-shards-eq-classes-fc.sh b/results-v2/baseline-cifar10-2-shards-eq-classes-fc.sh
new file mode 100755
index 0000000000000000000000000000000000000000..2eefb6b5a04e73180052c4a8551b5968bdb4ce4f
--- /dev/null
+++ b/results-v2/baseline-cifar10-2-shards-eq-classes-fc.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 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 \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 5000 5000 5000 5000 5000 5000 5000 5000 5000 5000 \
+  --validation-examples-per-class 0 0 0 0 0 0 0 0 0 0 |
+setup/nodes/google-fl.py \
+  --name 2-shards-eq-classes \
+  --nb-nodes 100 \
+  --local-shards 2 \
+  --shard-size 250 |
+setup/topology/fully-connected.py |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 20 \
+  --learning-momentum 0.9 \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 8 |
+simulate/run.py \
+  --nb-epochs 100
diff --git a/results-v2/baseline-cifar10-iid-eq-classes-50k-fc-1.sh b/results-v2/baseline-cifar10-iid-eq-classes-50k-fc-1.sh
new file mode 100755
index 0000000000000000000000000000000000000000..9d62ff2ec7678cb72f3a1581a066a0d27abc679e
--- /dev/null
+++ b/results-v2/baseline-cifar10-iid-eq-classes-50k-fc-1.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 5000 5000 5000 5000 5000 5000 5000 5000 5000 5000 \
+  --validation-examples-per-class 0 0 0 0 0 0 0 0 0 0 |
+setup/nodes.py \
+  --name iid-eq-classes \
+  --nb-nodes 1 \
+  --nodes-per-class 1 1 1 1 1 1 1 1 1 1 \
+  --local-classes 10 |
+setup/topology/fully-connected.py |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 2000 \
+  --learning-momentum 0.9 \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 1 |
+simulate/run.py \
+  --nb-epochs 100
diff --git a/results-v2/baseline-cifar10-iid-eq-classes-fc-1.sh b/results-v2/baseline-cifar10-iid-eq-classes-fc-1.sh
new file mode 100755
index 0000000000000000000000000000000000000000..91ea1a2dbf9b257ba69b679d590fa5c575303531
--- /dev/null
+++ b/results-v2/baseline-cifar10-iid-eq-classes-fc-1.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 4500 4500 4500 4500 4500 4500 4500 4500 4500 4500 \
+  --validation-examples-per-class 500 500 500 500 500 500 500 500 500 500 |
+setup/nodes.py \
+  --name iid-eq-classes \
+  --nb-nodes 1 \
+  --nodes-per-class 1 1 1 1 1 1 1 1 1 1 \
+  --local-classes 10 |
+setup/topology/fully-connected.py |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 2000 \
+  --learning-momentum 0.9 \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 1 |
+simulate/run.py \
+  --nb-epochs 100
diff --git a/results-v2/baseline-cifar10-max-local-skew-fc.sh b/results-v2/baseline-cifar10-max-local-skew-fc.sh
new file mode 100755
index 0000000000000000000000000000000000000000..d26bab01bc10ece8bbb881e9eea32407125fbd99
--- /dev/null
+++ b/results-v2/baseline-cifar10-max-local-skew-fc.sh
@@ -0,0 +1,39 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 4500 4500 4500 4500 4500 4500 4500 4500 4500 4500 \
+  --validation-examples-per-class 500 500 500 500 500 500 500 500 500 500 |
+setup/nodes.py \
+  --name max-local-skew \
+  --nb-nodes 100 \
+  --nodes-per-class 10 10 10 10 10 10 10 10 10 10 \
+  --local-classes 1 |
+setup/topology/fully-connected.py |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 20 \
+  --learning-momentum 0.9 \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 8 |
+simulate/run.py \
+  --nb-epochs 100
diff --git a/results-v2/dc-greedy-swap-cifar10-2-shards-eq-classes-fc-1000.sh b/results-v2/dc-greedy-swap-cifar10-2-shards-eq-classes-fc-1000.sh
new file mode 100644
index 0000000000000000000000000000000000000000..026fef33eb33d5f432f63c4708a58b27b13465cb
--- /dev/null
+++ b/results-v2/dc-greedy-swap-cifar10-2-shards-eq-classes-fc-1000.sh
@@ -0,0 +1,43 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 5000 5000 5000 5000 5000 5000 5000 5000 5000 5000 \
+  --validation-examples-per-class 0 0 0 0 0 0 0 0 0 0 |
+setup/nodes/google-fl.py \
+  --name 2-shards-eq-classes \
+  --nb-nodes 1000 \
+  --local-shards 2 \
+  --shard-size 25 |
+setup/topology/d_cliques/greedy_swap.py \
+  --interclique fully-connected \
+  --max-clique-size 10 \
+  --max-steps 1000 |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 20 \
+  --learning-momentum 0.9 \
+  --clique-gradient \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 8 |
+simulate/run.py \
+  --nb-epochs 100;
diff --git a/results-v2/dc-greedy-swap-cifar10-2-shards-eq-classes-fc.sh b/results-v2/dc-greedy-swap-cifar10-2-shards-eq-classes-fc.sh
new file mode 100755
index 0000000000000000000000000000000000000000..bb8e37f3e1068891a674d92b15fdc0700155c6aa
--- /dev/null
+++ b/results-v2/dc-greedy-swap-cifar10-2-shards-eq-classes-fc.sh
@@ -0,0 +1,47 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 C_GRAD in '--clique-gradient' ''; do
+for MOMENTUM in '--learning-momentum 0.0' '--learning-momentum 0.9'; do
+setup/meta.py \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 5000 5000 5000 5000 5000 5000 5000 5000 5000 5000 \
+  --validation-examples-per-class 0 0 0 0 0 0 0 0 0 0 |
+setup/nodes/google-fl.py \
+  --name 2-shards-eq-classes \
+  --nb-nodes 100 \
+  --local-shards 2 \
+  --shard-size 250 |
+setup/topology/d_cliques/greedy_swap.py \
+  --interclique fully-connected \
+  --max-clique-size 10 \
+  --max-steps 1000 |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 20 \
+  $MOMENTUM \
+  $C_GRAD \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 8 |
+simulate/run.py \
+  --nb-epochs 100;
+done;
+done
diff --git a/results-v2/dc-ideal-cifar10-max-local-skew-fc-1000.sh b/results-v2/dc-ideal-cifar10-max-local-skew-fc-1000.sh
new file mode 100755
index 0000000000000000000000000000000000000000..405fa1c69b61482c044fc357c45d185aa621a90c
--- /dev/null
+++ b/results-v2/dc-ideal-cifar10-max-local-skew-fc-1000.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 4500 4500 4500 4500 4500 4500 4500 4500 4500 4500 \
+  --validation-examples-per-class 500 500 500 500 500 500 500 500 500 500 |
+setup/nodes.py \
+  --name max-local-skew \
+  --nb-nodes 1000 \
+  --nodes-per-class 100 100 100 100 100 100 100 100 100 100 \
+  --local-classes 1 |
+setup/topology/d_cliques/ideal.py \
+  --interclique fully-connected |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 20 \
+  --learning-momentum 0.9 \
+  --clique-gradient \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 8 |
+simulate/run.py \
+  --nb-epochs 100;
diff --git a/results-v2/dc-ideal-cifar10-max-local-skew-fc.sh b/results-v2/dc-ideal-cifar10-max-local-skew-fc.sh
new file mode 100755
index 0000000000000000000000000000000000000000..776ce6fc5b0814c86f5b2ee3c556a807f740f21b
--- /dev/null
+++ b/results-v2/dc-ideal-cifar10-max-local-skew-fc.sh
@@ -0,0 +1,45 @@
+#!/usr/bin/env bash
+# Path to current script
+SCRIPT_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" &> /dev/null && pwd )"
+TOOLS=$SCRIPT_DIR/$(cat 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 C_GRAD in '--clique-gradient' ''; do
+for MOMENTUM in '--learning-momentum 0.0' '--learning-momentum 0.9'; do
+setup/meta.py \
+  --script $SCRIPT_DIR/`basename "$0"` \
+  --results-directory $SCRIPT_DIR/tmp \
+  --seed 1 |
+setup/dataset.py \
+  --name cifar10 \
+  --train-examples-per-class 4500 4500 4500 4500 4500 4500 4500 4500 4500 4500 \
+  --validation-examples-per-class 500 500 500 500 500 500 500 500 500 500 |
+setup/nodes.py \
+  --name max-local-skew \
+  --nb-nodes 100 \
+  --nodes-per-class 10 10 10 10 10 10 10 10 10 10 \
+  --local-classes 1 |
+setup/topology/d_cliques/ideal.py \
+  --interclique fully-connected |
+setup/model/gn_lenet.py |
+simulate/algorithm/d_sgd.py \
+  --batch-size 20 \
+  $MOMENTUM \
+  $C_GRAD \
+  --learning-rate 0.002 |
+simulate/logger.py \
+  --accuracy-logging-interval 10\
+  --nb-processes 8 |
+simulate/run.py \
+  --nb-epochs 100;
+done;
+done