54 lines
1.6 KiB
Bash
54 lines
1.6 KiB
Bash
#!/bin/bash
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# arguments
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# 1. root of gonito.net challenge-like filestructure
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# 2. suffix of source sentences, E.g. en for files like train.en
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# 3. suffix of source sentences, E.g. pl for files like train.pl
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# 4. number of BPE merge operations, E.g. 32000
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# 5. expected number of train epochs
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# path to corpus
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corpus_path="$1"
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source_suffix="$2"
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target_suffix="$3"
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bpe_merges="$4"
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epochs="$5"
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source_file="$corpus_path"/train/train."$source_suffix"
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source_vocab="$source_file".vocab."$bpe_merges"
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target_file="$corpus_path"/train/train."$target_suffix"
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target_vocab="$target_file".vocab."$bpe_merges"
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./marian/build/marian \
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--model model/model.npz --type transformer \
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--overwrite
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--train-sets "$source_file" "$target_file" \
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--max-length 100 \
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--vocabs "$source_vocab" "$target_vocab" \
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#--vocabs model/vocab.ende.yml model/vocab.ende.yml \
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--mini-batch-fit -w 10000 --maxi-batch 1000 \
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--after_epochs "$epochs" \
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#--early-stopping 10 \
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--valid-freq 5000 \
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--save-freq 5000 \
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--disp-freq 500 \
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--beam-size 6 --normalize 0.6 \
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--enc-depth 6 --dec-depth 6 \
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--transformer-heads 8 \
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--transformer-postprocess-emb d \
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--transformer-postprocess dan \
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--transformer-dropout 0.1 --label-smoothing 0.1 \
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--learn-rate 0.0003 --lr-warmup 16000 --lr-decay-inv-sqrt 16000 --lr-report \
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--optimizer-params 0.9 0.98 1e-09 --clip-norm 5 \
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--tied-embeddings-all \
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--exponential-smoothing
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--log model/train.log \
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#--valid-log model/valid.log \
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#--valid-metrics cross-entropy perplexity translation \
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#--valid-sets data/valid.bpe.en data/valid.bpe.de \
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#--valid-script-path ./scripts/validate.sh \
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#--valid-translation-output data/valid.bpe.en.output --quiet-translation \
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#--valid-mini-batch 64 \
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