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== cl2 arm a after EN ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl2-a-en_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 3.4186 | ppl 30.53
en: nll 0.8897 | ppl 2.43
es: nll 3.1160 | ppl 22.56
== cl2 arm a after DE ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl2-a-de_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 0.8226 | ppl 2.28
en: nll 2.4991 | ppl 12.17
es: nll 2.9235 | ppl 18.61
== cl2 arm a after ES ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl2-a-es_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 3.1431 | ppl 23.18
en: nll 2.6228 | ppl 13.77
es: nll 0.8125 | ppl 2.25
== cl2 arm b after EN ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl2-b-en_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 3.5111 | ppl 33.48
en: nll 0.8892 | ppl 2.43
es: nll 3.2127 | ppl 24.85
== cl2 arm b after DE ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl2-b-de_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 0.8283 | ppl 2.29
en: nll 2.5184 | ppl 12.41
es: nll 2.8913 | ppl 18.02
== cl2 arm b after ES ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl2-b-es_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 3.2216 | ppl 25.07
en: nll 2.7267 | ppl 15.28
es: nll 0.8178 | ppl 2.27
== alpha=0.9 after DE ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl3-k09-de_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 0.7567 | ppl 2.13
en: nll 2.2250 | ppl 9.25
es: nll 2.8636 | ppl 17.52
europarl en: train 10,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 10,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 10,000,000 B | val 1,000,000 B | test 1,000,000 B
importance -> out/cl3-k09-de_last.imp.pt | lang=de | shape (8, 8192) | neurons >1% max: 99.8% | mean/max 0.1111
== alpha=0.9 after ES ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl3-k09-es_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 2.8791 | ppl 17.80
en: nll 2.4098 | ppl 11.13
es: nll 0.7536 | ppl 2.12
== alpha=0.5 after DE ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl3-k05-de_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 0.7568 | ppl 2.13
en: nll 2.2106 | ppl 9.12
es: nll 2.9062 | ppl 18.29
europarl en: train 10,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 10,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 10,000,000 B | val 1,000,000 B | test 1,000,000 B
importance -> out/cl3-k05-de_last.imp.pt | lang=de | shape (8, 8192) | neurons >1% max: 99.9% | mean/max 0.1193
== alpha=0.5 after ES ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl3-k05-es_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 2.8972 | ppl 18.12
en: nll 2.3509 | ppl 10.49
es: nll 0.7535 | ppl 2.12
== after FR ==
europarl en: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl de: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl es: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl fr: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
europarl pt: train 30,000,000 B | val 1,000,000 B | test 1,000,000 B
ckpt=out/bdh_europarl_cl5-fr_last.pt | block=512 | random-crop cold eval (protocol-congruent)
de: nll 2.9997 | ppl 20.08
en: nll 2.2425 | ppl 9.42
es: nll 2.7391 | ppl 15.47
fr: nll 0.7082 | ppl 2.03
pt: nll 3.0739 | ppl 21.63
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