41 lines
6.5 KiB
Bash
41 lines
6.5 KiB
Bash
#!/bin/bash
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# Ablation study over the prediction margin weight w - ranging from 1 to 0, with a step of 0.1
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# local;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 1.0 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.9 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.8 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.7 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.6 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.5 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.4 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.3 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.2 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0.1 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile1.csv --n-lstmcells 8 --w-type local --w-value 0 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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# global;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 1.0 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.9 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.8 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.7 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.6 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.5 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.4 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.3 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.2 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0.1 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile2.csv --n-lstmcells 8 --w-type global --w-value 0 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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# uniform;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 1.0 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.9 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.8 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.7 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.6 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.5 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.4 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.3 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.2 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0.1 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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python src/gc_latentcf_search.py --dataset TwoLeadECG --pos 1 --neg 2 --output twoleadecg-outfile3.csv --n-lstmcells 8 --w-type uniform --w-value 0 --tau-value 0.5 --lr-list 0.0001 0.0001 0.0001;
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