From 89aa595245e5a88d0b2a0b5248cc2b73336e9463 Mon Sep 17 00:00:00 2001 From: Erick Lavoie <erick.lavoie@epfl.ch> Date: Wed, 10 Mar 2021 14:34:36 +0100 Subject: [PATCH] Added experiment files for scaling mnist --- .../mnist/fully-connected-cliques/experiments.sh | 14 ++++++++++++++ .../mnist/fully-connected-cliques/experiments.sh | 14 ++++++++++++++ 2 files changed, 28 insertions(+) create mode 100755 results/scaling/10/mnist/fully-connected-cliques/experiments.sh create mode 100755 results/scaling/1000/mnist/fully-connected-cliques/experiments.sh diff --git a/results/scaling/10/mnist/fully-connected-cliques/experiments.sh b/results/scaling/10/mnist/fully-connected-cliques/experiments.sh new file mode 100755 index 0000000..b814db9 --- /dev/null +++ b/results/scaling/10/mnist/fully-connected-cliques/experiments.sh @@ -0,0 +1,14 @@ +#!/usr/bin/env bash +TOOLS=../../../../learn-topology/tools; CWD="$(pwd)"; cd $TOOLS +BSZS=' + 128 + ' +LRS=' + 0.1 + ' +for BSZ in $BSZS; + do for LR in $LRS; + do python sgp-mnist.py --nb-nodes 10 --nb-epochs 100 --local-classes 1 --seed 1 --nodes-per-class 1 1 1 1 1 1 1 1 1 1 --global-train-ratios 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 --dist-optimization d-psgd --topology fully-connected-cliques --metric dissimilarity --learning-momentum 0. --sync-per-mini-batch 1 --results-directory $CWD/all --learning-rate $LR --batch-size $BSZ "$@" --parallel-training --nb-workers 10 --dataset mnist --model linear --clique-gradient --initial-averaging + done; +done; + diff --git a/results/scaling/1000/mnist/fully-connected-cliques/experiments.sh b/results/scaling/1000/mnist/fully-connected-cliques/experiments.sh new file mode 100755 index 0000000..1fc9d43 --- /dev/null +++ b/results/scaling/1000/mnist/fully-connected-cliques/experiments.sh @@ -0,0 +1,14 @@ +#!/usr/bin/env bash +TOOLS=../../../../learn-topology/tools; CWD="$(pwd)"; cd $TOOLS +BSZS=' + 128 + ' +LRS=' + 0.1 + ' +for BSZ in $BSZS; + do for LR in $LRS; + do python sgp-mnist.py --nb-nodes 1000 --nb-epochs 100 --local-classes 1 --seed 1 --nodes-per-class 100 100 100 100 100 100 100 100 100 100 --global-train-ratios 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 0.802568 --dist-optimization d-psgd --topology fully-connected-cliques --metric dissimilarity --learning-momentum 0. --sync-per-mini-batch 1 --results-directory $CWD/all --learning-rate $LR --batch-size $BSZ "$@" --parallel-training --nb-workers 10 --dataset mnist --model linear --clique-gradient --initial-averaging + done; +done; + -- GitLab