#!/bin/bash
cd "$(dirname "$0")"/..
common_command="python -m train ++trainer.max_epochs=500 ++dataset.generator.debug=False ++dataset.generator.h=1 ++model.dropout=0.2 ++dataset.num_seq=20000 ++dataset.num_trajectories=10 ++model.d_model=32 ++encoder._name_=timeseries_synthetics ++loader.batch_size=10"
#common_command="python -m train ++trainer.max_epochs=500 ++dataset.generator.debug=False ++dataset.generator.h=1 ++model.dropout=0.2 ++dataset.num_seq=40000 ++dataset.num_trajectories=10 ++model.d_model=32 ++encoder._name_=timeseries_synthetics ++loader.batch_size=10"
CUDA_VISIBLE_DEVICES=1 $common_command experiment=timeseries/ts_lc.yaml ++wandb.name=ts_lc_drop-0.2_ld_M-10_nseq_20000_non_set &
#CUDA_VISIBLE_DEVICES=1 $common_command experiment=timeseries/ts_id.yaml ++wandb.name=ts_id_T-20_ld_M-10_nseq_40000_non_set ++model.layer.T=20 &
#CUDA_VISIBLE_DEVICES=4 $common_command experiment=timeseries/ts_id.yaml ++wandb.name=ts_id_T-1_ld_M-10_nseq_40000_non_set ++model.layer.T=1 &
CUDA_VISIBLE_DEVICES=4 $common_command experiment=timeseries/ts_id.yaml ++wandb.name=ts_id_T-0_ld_M-10_nseq_20000_non_set ++model.layer.T=0 &
CUDA_VISIBLE_DEVICES=3 $common_command experiment=timeseries/ts_mha.yaml ++wandb.name=ts_mha_ld_M-10_nseq_20000_non_set &
#CUDA_VISIBLE_DEVICES=3 $common_command experiment=timeseries/ts_lc.yaml ++wandb.name=ts_lc_drop_0.3_ld_M-10_nseq_40000_non_set ++model.layer.kernel_dropout=0.3 &
CUDA_VISIBLE_DEVICES=7 $common_command  experiment=timeseries/ts_ff.yaml ++wandb.name=ts_ff_T-1_ld_M-10_nseq_20000_non_set ++model.layer.T=1 &
#CUDA_VISIBLE_DEVICES=7 $common_command  experiment=timeseries/ts_ff.yaml ++wandb.name=ts_ff_T-20_ld_M-10_nseq_40000_non_set ++model.layer.T=20 &