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Dependency

  • numpy (1.14.1)
  • pytorch (1.4)

KO(8,2)

  • To train KO(8,2) run default setting by: $ python train_KO_m2.py --gpu 0 --m 8 --enc_train_snr 0 --dec_train_snr -2 --batch_size 100000

  • To test KO(8,2) : python test_KO_m2.py --gpu 0 --m 8 --enc_train_snr 0 --dec_train_snr -2 --batch_size 100000

KO(9,2)

  • To train KO(9,2) run default setting by: $ python train_KO_m2.py --gpu 0 --m 9 --enc_train_snr -2 --dec_train_snr -4 --batch_size 50000

  • To test KO(9,2) : python test_KO_m2.py --gpu 0 --m 9 --enc_train_snr -2 --dec_train_snr -4 --batch_size 50000

KO(6,1)

  • To train KO(6,1) run default setting by: $ python train_KO_m1_dumer.py --gpu 0 --m 6

  • To test KO(6,1) : python test_KO_m1_dumer.py --gpu 0 --m 6

KO(6,1) with MAP decoding

  • To train KO(6,1) with MAP decoding run default setting by: $ python train_KO_m1_map.py --gpu 0 --m 6

  • To test KO(6,1) with MAP decoding: python test_KO_m1_map.py --gpu 0 --m 6

Polar(64,7)

  • To train Polar(64,7) run default setting by: $ python train_Polar_m6k7.py --gpu 0

  • To test Polar(64,7): python test_Polar_m6k7.py --gpu 0

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