diff --git a/results/cifar10/fully-connected/experiments.sh b/results/cifar10/fully-connected/experiments.sh new file mode 100755 index 0000000000000000000000000000000000000000..55283918f9658dcf6b0b9e6b6c7cb09c3e9b9d21 --- /dev/null +++ b/results/cifar10/fully-connected/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 --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 --accuracy-logging-interval 10 --validation-set-ratio 0.5 + done; +done; + diff --git a/results/cifar10/no-init-no-momentum/fully-connected-cliques/experiments.sh b/results/cifar10/no-init-no-momentum/fully-connected-cliques/experiments.sh new file mode 100755 index 0000000000000000000000000000000000000000..8fec6420a0e9af9f1479fdda5d32ab0c42e579a0 --- /dev/null +++ b/results/cifar10/no-init-no-momentum/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 0.0 --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 --accuracy-logging-interval 10 --validation-set-ratio 0.5 + done; +done; +