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Copy pathMixLinear.sh
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7 lines (4 loc) · 1.72 KB
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python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "Traffic.csv" --strategy-args '{"horizon": 96}' --model-name "mixlinear.MIXLINEAR" --model-hyper-params '{"alpha": 0.5, "lpf": 19, "batch_size": 64, "lr": 0.03, "num_epochs": 30, "patience": 5, "itr": 1, "period_len": 24, "seq_len": 720, "horizon": 96, "norm": true}' --gpus 7 --num-workers 1 --timeout 60000 --save-path "Traffic/MixLinear"
python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "Traffic.csv" --strategy-args '{"horizon": 192}' --model-name "mixlinear.MIXLINEAR" --model-hyper-params '{"alpha": 0.01, "lpf": 15, "batch_size": 64, "lr": 0.03, "num_epochs": 30, "patience": 5, "itr": 1, "period_len": 24, "seq_len": 720, "horizon": 192, "norm": true}' --gpus 7 --num-workers 1 --timeout 60000 --save-path "Traffic/MixLinear"
python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "Traffic.csv" --strategy-args '{"horizon": 336}' --model-name "mixlinear.MIXLINEAR" --model-hyper-params '{"alpha": 0.5, "lpf": 19, "batch_size": 64, "lr": 0.03, "num_epochs": 30, "patience": 5, "itr": 1, "period_len": 24, "seq_len": 720, "horizon": 336, "norm": true}' --gpus 7 --num-workers 1 --timeout 60000 --save-path "Traffic/MixLinear"
python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "Traffic.csv" --strategy-args '{"horizon": 720}' --model-name "mixlinear.MIXLINEAR" --model-hyper-params '{"alpha": 0.9, "lpf": 19, "batch_size": 64, "lr": 0.03, "num_epochs": 30, "patience": 5, "itr": 1, "period_len": 24, "seq_len": 720, "horizon": 720, "norm": true}' --gpus 7 --num-workers 1 --timeout 60000 --save-path "Traffic/MixLinear"