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Update X scripts

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This commit is contained in:
D-X-Y 2020-04-05 06:18:52 +00:00
parent e519ecc8e4
commit 9ef1e07351
3 changed files with 54 additions and 1 deletions
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13
configs/nas-benchmark/hyper-opts/01E.config Normal file
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{
"scheduler": ["str", "cos"],
"eta_min" : ["float", "0.0"],
"epochs" : ["int", "1"],
"warmup" : ["int", "0"],
"optim" : ["str", "SGD"],
"LR" : ["float", "0.1"],
"decay" : ["float", "0.0005"],
"momentum" : ["float", "0.9"],
"nesterov" : ["bool", "1"],
"criterion": ["str", "Softmax"],
"batch_size": ["int", "256"]
}

2
exps/NAS-Bench-201/xshapes.py
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@ -201,7 +201,7 @@ if __name__ == '__main__':
parser.add_argument('--datasets', type=str, nargs='+', help='The applied datasets.') parser.add_argument('--datasets', type=str, nargs='+', help='The applied datasets.')
parser.add_argument('--xpaths', type=str, nargs='+', help='The root path for this dataset.') parser.add_argument('--xpaths', type=str, nargs='+', help='The root path for this dataset.')
parser.add_argument('--splits', type=int, nargs='+', help='The root path for this dataset.') parser.add_argument('--splits', type=int, nargs='+', help='The root path for this dataset.')
parser.add_argument('--hyper', type=str, default='12', choices=['12', '90'], help='The tag for hyper-parameters.') parser.add_argument('--hyper', type=str, default='12', choices=['01', '12', '90'], help='The tag for hyper-parameters.')
parser.add_argument('--seeds' , type=int, nargs='+', help='The range of models to be evaluated') parser.add_argument('--seeds' , type=int, nargs='+', help='The range of models to be evaluated')
args = parser.parse_args() args = parser.parse_args()

40
scripts-search/X-X/train-shapes-v2.sh Normal file
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#!/bin/bash
#####################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2020.01 #
#####################################################
# SLURM_PROCID=0 SLURM_NTASKS=6 bash ./scripts-search/X-X/train-shapes-v2.sh 12 777
#
# SLURM_PROCID=0 SLURM_NTASKS=2 bash ./scripts-search/X-X/train-shapes.sh 31000-32767 90 777
echo script name: $0
echo $# arguments
if [ "$#" -ne 2 ] ;then
echo "Input illegal number of parameters " $#
echo "Need 2 parameters for hyper-parameters-opt-file, and seeds"
exit 1
fi
if [ "$TORCH_HOME" = "" ]; then
echo "Must set TORCH_HOME envoriment variable for data dir saving"
exit 1
else
echo "TORCH_HOME : $TORCH_HOME"
fi
#srange=01000-03999,04050-05000,06000-09000,11000-14500,15000-18500,20000-23500,25000-27500,29000-30000
#srange=00000-00999,04000-04049,05001-05999,09001-10999,14501-14999,18501-19999,23501-24999,27501-28999,30001-32767
srange=00000-00999,04000-04049,05001-05999,09001-10999,14501-14999,18501-19999,23501-24999,27501-28999,30001-30999
opt=$1
all_seeds=$2
cpus=4
save_dir=./output/NAS-BENCH-202/
OMP_NUM_THREADS=${cpus} python exps/NAS-Bench-201/xshapes.py \
--mode new --srange ${srange} --hyper ${opt} --save_dir ${save_dir} \
--datasets cifar10 cifar10 cifar100 ImageNet16-120 \
--splits 1 0 0 0 \
--xpaths $TORCH_HOME/cifar.python \
$TORCH_HOME/cifar.python \
$TORCH_HOME/cifar.python \
$TORCH_HOME/cifar.python/ImageNet16 \
--workers ${cpus} \
--seeds ${all_seeds}