diff --git a/.gitattributes b/.gitattributes index a6344aac8c09253b3b630fb776ae94478aa0275b..ca3a3c8f1a9b4fbe319825b1d64d21382f991008 100644 --- a/.gitattributes +++ b/.gitattributes @@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text *.zip filter=lfs diff=lfs merge=lfs -text *.zst filter=lfs diff=lfs merge=lfs -text *tfevents* filter=lfs diff=lfs merge=lfs -text +udpipe2/Portparser_model/weights.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text diff --git a/udpipe2/Portparser_model/checkpoint b/udpipe2/Portparser_model/checkpoint new file mode 100644 index 0000000000000000000000000000000000000000..3165f3a362a49639c96ede69edafbaf89e48f81c --- /dev/null +++ b/udpipe2/Portparser_model/checkpoint @@ -0,0 +1,2 @@ +model_checkpoint_path: "/content/drive/MyDrive/UDPipe2/datasets/mb8020f3/weights" +all_model_checkpoint_paths: "/content/drive/MyDrive/UDPipe2/datasets/mb8020f3/weights" diff --git a/udpipe2/Portparser_model/events.out.tfevents.1698371366.137ea45d7c09.v2 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a/udpipe2/Portparser_model/events.out.tfevents.1698469907.6f942ff4f2e0.v2 b/udpipe2/Portparser_model/events.out.tfevents.1698469907.6f942ff4f2e0.v2 new file mode 100644 index 0000000000000000000000000000000000000000..ccab31b19cfe719090f7878f6abc8361c9ac52d3 --- /dev/null +++ b/udpipe2/Portparser_model/events.out.tfevents.1698469907.6f942ff4f2e0.v2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4ecc0f86d7cbb9e2101a0023812cb3bb2fe9b488fab07d96e866f8857ac4abb +size 40 diff --git a/udpipe2/Portparser_model/events.out.tfevents.1698689688.7ca476b586e4.v2 b/udpipe2/Portparser_model/events.out.tfevents.1698689688.7ca476b586e4.v2 new file mode 100644 index 0000000000000000000000000000000000000000..f426e50ea07c0bb14eff72e63f34b51ffca76fa0 --- /dev/null +++ b/udpipe2/Portparser_model/events.out.tfevents.1698689688.7ca476b586e4.v2 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e3c22308bb6a1cf47ed2da9eaf08d60dd21c0f175c3c5e9357f0a5e58bd1796 +size 96071 diff --git a/udpipe2/Portparser_model/log b/udpipe2/Portparser_model/log new file mode 100644 index 0000000000000000000000000000000000000000..4899381941cdf76cfb33fd0424a38b9f4b96e29d --- /dev/null +++ b/udpipe2/Portparser_model/log @@ -0,0 +1,102 @@ +UPOS: 19 +XPOS: 4 +FEATS: 155 +LEMMAS: 256 +DEPREL: 46 +VARIANT: 1 +Parsing with args: +batch_size: 32 +beta_2: 0.99 +char_dropout: 0 +cle_dim: 256 +clip_gradient: 2.0 +dev: ['/content/drive/MyDrive/UDPipe2/datasets/fold3/h8418_3_dev.conllu'] +dropout: 0.5 +epochs: [(40, 0.001), (20, 0.0001)] +exp: None +label_smoothing: 0.03 +max_sentence_len: 120 +min_epoch_batches: 300 +model: /content/drive/MyDrive/UDPipe2/datasets/mb8020f3 +parse: 1 +parser_deprel_dim: 128 +parser_layers: 1 +predict: False +predict_input: None +predict_output: None +rnn_cell: LSTM +rnn_cell_dim: 512 +rnn_layers: 2 +rnn_layers_parser: 1 +rnn_layers_tagger: 0 +seed: 42 +tag_layers: 1 +tags: ['UPOS', 'XPOS', 'FEATS', 'LEMMAS'] +test: ['/content/drive/MyDrive/UDPipe2/datasets/fold3/h8418_3_test.conllu'] +threads: 4 +train: /content/drive/MyDrive/UDPipe2/datasets/fold3/h8418_3_train.conllu +variant_dim: 128 +we_dim: 512 +wembedding_model: bert-large-portuguese-cased +word_dropout: 0.2 +Dev epoch 1, lr 0.001, UPOS: 98.25, XPOS: 100.00, UFeats: 96.38, AllTags: 95.58, Lemmas: 97.06, UAS: 89.67, LAS: 86.75, CLAS: 80.58, MLAS: 73.66, BLEX: 76.40 +Dev epoch 2, lr 0.001, UPOS: 98.52, XPOS: 100.00, UFeats: 97.33, AllTags: 96.62, Lemmas: 98.06, UAS: 92.56, LAS: 90.08, CLAS: 85.16, MLAS: 79.87, BLEX: 82.29 +Dev epoch 3, lr 0.001, UPOS: 98.64, XPOS: 100.00, UFeats: 97.66, AllTags: 97.00, Lemmas: 98.36, UAS: 93.79, LAS: 91.71, CLAS: 87.60, MLAS: 82.85, BLEX: 85.26 +Dev epoch 4, lr 0.001, UPOS: 98.91, XPOS: 100.00, UFeats: 97.89, AllTags: 97.42, Lemmas: 98.60, UAS: 94.16, LAS: 92.29, CLAS: 88.36, MLAS: 84.30, BLEX: 86.31 +Dev epoch 5, lr 0.001, UPOS: 98.86, XPOS: 100.00, UFeats: 98.02, AllTags: 97.50, Lemmas: 98.67, UAS: 94.66, LAS: 92.86, CLAS: 89.26, MLAS: 85.39, BLEX: 87.32 +Dev epoch 6, lr 0.001, UPOS: 98.89, XPOS: 100.00, UFeats: 98.09, AllTags: 97.55, Lemmas: 98.79, UAS: 94.76, LAS: 93.02, CLAS: 89.54, MLAS: 85.59, BLEX: 87.79 +Dev epoch 7, lr 0.001, UPOS: 98.97, XPOS: 100.00, UFeats: 98.22, AllTags: 97.73, Lemmas: 98.88, UAS: 94.84, LAS: 93.18, CLAS: 89.66, MLAS: 86.20, BLEX: 88.04 +Dev epoch 8, lr 0.001, UPOS: 98.94, XPOS: 100.00, UFeats: 98.29, AllTags: 97.76, Lemmas: 98.98, UAS: 94.79, LAS: 93.20, CLAS: 89.82, MLAS: 86.31, BLEX: 88.29 +Dev epoch 9, lr 0.001, UPOS: 99.01, XPOS: 100.00, UFeats: 98.25, AllTags: 97.82, Lemmas: 98.98, UAS: 95.18, LAS: 93.67, CLAS: 90.44, MLAS: 86.86, BLEX: 88.91 +Dev epoch 10, lr 0.001, UPOS: 99.01, XPOS: 100.00, UFeats: 98.40, AllTags: 97.98, Lemmas: 98.96, UAS: 95.16, LAS: 93.53, CLAS: 90.11, MLAS: 87.06, BLEX: 88.65 +Dev epoch 11, lr 0.001, UPOS: 98.95, XPOS: 100.00, UFeats: 98.39, AllTags: 97.90, Lemmas: 99.09, UAS: 95.39, LAS: 93.87, CLAS: 90.70, MLAS: 87.58, BLEX: 89.42 +Dev epoch 12, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.47, AllTags: 98.03, Lemmas: 99.08, UAS: 95.49, LAS: 93.96, CLAS: 90.78, MLAS: 87.76, BLEX: 89.50 +Dev epoch 13, lr 0.001, UPOS: 99.00, XPOS: 100.00, UFeats: 98.39, AllTags: 97.94, Lemmas: 99.07, UAS: 95.43, LAS: 93.83, CLAS: 90.61, MLAS: 87.37, BLEX: 89.34 +Dev epoch 14, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.45, AllTags: 98.00, Lemmas: 99.10, UAS: 95.40, LAS: 94.02, CLAS: 90.84, MLAS: 87.77, BLEX: 89.54 +Dev epoch 15, lr 0.001, UPOS: 99.07, XPOS: 100.00, UFeats: 98.45, AllTags: 98.06, Lemmas: 99.11, UAS: 95.63, LAS: 94.22, CLAS: 91.16, MLAS: 88.25, BLEX: 89.91 +Dev epoch 16, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.50, AllTags: 98.07, Lemmas: 99.11, UAS: 95.32, LAS: 93.92, CLAS: 90.67, MLAS: 87.81, BLEX: 89.41 +Dev epoch 17, lr 0.001, UPOS: 99.01, XPOS: 100.00, UFeats: 98.48, AllTags: 98.05, Lemmas: 99.13, UAS: 95.40, LAS: 94.06, CLAS: 91.00, MLAS: 88.09, BLEX: 89.81 +Dev epoch 18, lr 0.001, UPOS: 99.02, XPOS: 100.00, UFeats: 98.57, AllTags: 98.15, Lemmas: 99.17, UAS: 95.55, LAS: 94.16, CLAS: 91.12, MLAS: 88.27, BLEX: 89.96 +Dev epoch 19, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.64, AllTags: 98.20, Lemmas: 99.20, UAS: 95.66, LAS: 94.24, CLAS: 91.23, MLAS: 88.46, BLEX: 90.13 +Dev epoch 20, lr 0.001, UPOS: 99.02, XPOS: 100.00, UFeats: 98.60, AllTags: 98.15, Lemmas: 99.13, UAS: 95.52, LAS: 94.18, CLAS: 91.13, MLAS: 88.30, BLEX: 89.93 +Dev epoch 21, lr 0.001, UPOS: 99.07, XPOS: 100.00, UFeats: 98.57, AllTags: 98.19, Lemmas: 99.19, UAS: 95.62, LAS: 94.19, CLAS: 91.23, MLAS: 88.45, BLEX: 90.18 +Dev epoch 22, lr 0.001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.55, AllTags: 98.15, Lemmas: 99.22, UAS: 95.67, LAS: 94.28, CLAS: 91.32, MLAS: 88.45, BLEX: 90.24 +Dev epoch 23, lr 0.001, UPOS: 99.11, XPOS: 100.00, UFeats: 98.58, AllTags: 98.22, Lemmas: 99.22, UAS: 95.52, LAS: 94.21, CLAS: 91.25, MLAS: 88.47, BLEX: 90.21 +Dev epoch 24, lr 0.001, UPOS: 99.10, XPOS: 100.00, UFeats: 98.56, AllTags: 98.23, Lemmas: 99.19, UAS: 95.62, LAS: 94.27, CLAS: 91.30, MLAS: 88.47, BLEX: 90.21 +Dev epoch 25, lr 0.001, UPOS: 99.09, XPOS: 100.00, UFeats: 98.57, AllTags: 98.19, Lemmas: 99.23, UAS: 95.73, LAS: 94.36, CLAS: 91.40, MLAS: 88.58, BLEX: 90.36 +Dev epoch 26, lr 0.001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.70, AllTags: 98.27, Lemmas: 99.27, UAS: 95.59, LAS: 94.16, CLAS: 91.16, MLAS: 88.58, BLEX: 90.15 +Dev epoch 27, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.60, AllTags: 98.19, Lemmas: 99.28, UAS: 95.70, LAS: 94.30, CLAS: 91.29, MLAS: 88.51, BLEX: 90.30 +Dev epoch 28, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.61, AllTags: 98.19, Lemmas: 99.27, UAS: 95.61, LAS: 94.16, CLAS: 91.09, MLAS: 88.34, BLEX: 90.09 +Dev epoch 29, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.65, AllTags: 98.21, Lemmas: 99.29, UAS: 95.61, LAS: 94.28, CLAS: 91.30, MLAS: 88.60, BLEX: 90.38 +Dev epoch 30, lr 0.001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.70, AllTags: 98.28, Lemmas: 99.29, UAS: 95.55, LAS: 94.12, CLAS: 91.04, MLAS: 88.58, BLEX: 90.09 +Dev epoch 31, lr 0.001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.65, AllTags: 98.26, Lemmas: 99.28, UAS: 95.67, LAS: 94.27, CLAS: 91.38, MLAS: 88.78, BLEX: 90.38 +Dev epoch 32, lr 0.001, UPOS: 99.00, XPOS: 100.00, UFeats: 98.64, AllTags: 98.23, Lemmas: 99.25, UAS: 95.57, LAS: 94.25, CLAS: 91.37, MLAS: 88.74, BLEX: 90.43 +Dev epoch 33, lr 0.001, UPOS: 99.02, XPOS: 100.00, UFeats: 98.65, AllTags: 98.22, Lemmas: 99.22, UAS: 95.74, LAS: 94.43, CLAS: 91.62, MLAS: 89.08, BLEX: 90.59 +Dev epoch 34, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.67, AllTags: 98.26, Lemmas: 99.28, UAS: 95.67, LAS: 94.33, CLAS: 91.32, MLAS: 88.77, BLEX: 90.38 +Dev epoch 35, lr 0.001, UPOS: 99.02, XPOS: 100.00, UFeats: 98.67, AllTags: 98.25, Lemmas: 99.28, UAS: 95.79, LAS: 94.46, CLAS: 91.56, MLAS: 89.06, BLEX: 90.57 +Dev epoch 36, lr 0.001, UPOS: 99.00, XPOS: 100.00, UFeats: 98.68, AllTags: 98.24, Lemmas: 99.27, UAS: 95.69, LAS: 94.24, CLAS: 91.24, MLAS: 88.60, BLEX: 90.26 +Dev epoch 37, lr 0.001, UPOS: 99.00, XPOS: 100.00, UFeats: 98.63, AllTags: 98.21, Lemmas: 99.29, UAS: 95.71, LAS: 94.27, CLAS: 91.27, MLAS: 88.63, BLEX: 90.35 +Dev epoch 38, lr 0.001, UPOS: 98.99, XPOS: 100.00, UFeats: 98.63, AllTags: 98.19, Lemmas: 99.31, UAS: 95.76, LAS: 94.42, CLAS: 91.60, MLAS: 88.97, BLEX: 90.72 +Dev epoch 39, lr 0.001, UPOS: 99.02, XPOS: 100.00, UFeats: 98.65, AllTags: 98.21, Lemmas: 99.28, UAS: 95.77, LAS: 94.45, CLAS: 91.57, MLAS: 88.92, BLEX: 90.57 +Dev epoch 40, lr 0.001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.61, AllTags: 98.21, Lemmas: 99.29, UAS: 95.78, LAS: 94.37, CLAS: 91.39, MLAS: 88.82, BLEX: 90.47 +Dev epoch 1, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.68, AllTags: 98.30, Lemmas: 99.33, UAS: 95.86, LAS: 94.46, CLAS: 91.47, MLAS: 89.00, BLEX: 90.57 +Dev epoch 2, lr 0.0001, UPOS: 99.06, XPOS: 100.00, UFeats: 98.67, AllTags: 98.28, Lemmas: 99.31, UAS: 95.89, LAS: 94.54, CLAS: 91.63, MLAS: 89.16, BLEX: 90.70 +Dev epoch 3, lr 0.0001, UPOS: 99.06, XPOS: 100.00, UFeats: 98.70, AllTags: 98.31, Lemmas: 99.29, UAS: 95.93, LAS: 94.62, CLAS: 91.80, MLAS: 89.30, BLEX: 90.89 +Dev epoch 4, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.71, AllTags: 98.30, Lemmas: 99.32, UAS: 95.92, LAS: 94.63, CLAS: 91.80, MLAS: 89.26, BLEX: 90.91 +Dev epoch 5, lr 0.0001, UPOS: 99.06, XPOS: 100.00, UFeats: 98.70, AllTags: 98.30, Lemmas: 99.31, UAS: 95.86, LAS: 94.56, CLAS: 91.69, MLAS: 89.19, BLEX: 90.82 +Dev epoch 6, lr 0.0001, UPOS: 99.07, XPOS: 100.00, UFeats: 98.72, AllTags: 98.33, Lemmas: 99.31, UAS: 95.97, LAS: 94.63, CLAS: 91.82, MLAS: 89.30, BLEX: 90.97 +Dev epoch 7, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.70, AllTags: 98.30, Lemmas: 99.32, UAS: 95.93, LAS: 94.60, CLAS: 91.78, MLAS: 89.27, BLEX: 90.94 +Dev epoch 8, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.72, AllTags: 98.31, Lemmas: 99.32, UAS: 95.94, LAS: 94.63, CLAS: 91.83, MLAS: 89.33, BLEX: 90.96 +Dev epoch 9, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.71, AllTags: 98.29, Lemmas: 99.32, UAS: 95.85, LAS: 94.55, CLAS: 91.73, MLAS: 89.19, BLEX: 90.86 +Dev epoch 10, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.68, AllTags: 98.27, Lemmas: 99.33, UAS: 95.87, LAS: 94.54, CLAS: 91.72, MLAS: 89.18, BLEX: 90.87 +Dev epoch 11, lr 0.0001, UPOS: 99.05, XPOS: 100.00, UFeats: 98.71, AllTags: 98.30, Lemmas: 99.34, UAS: 95.90, LAS: 94.57, CLAS: 91.73, MLAS: 89.24, BLEX: 90.89 +Dev epoch 12, lr 0.0001, UPOS: 99.03, XPOS: 100.00, UFeats: 98.70, AllTags: 98.28, Lemmas: 99.34, UAS: 95.93, LAS: 94.58, CLAS: 91.71, MLAS: 89.17, BLEX: 90.88 +Dev epoch 13, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.67, AllTags: 98.24, Lemmas: 99.33, UAS: 95.95, LAS: 94.61, CLAS: 91.79, MLAS: 89.19, BLEX: 90.96 +Dev epoch 14, lr 0.0001, UPOS: 99.02, XPOS: 100.00, UFeats: 98.70, AllTags: 98.25, Lemmas: 99.34, UAS: 95.87, LAS: 94.53, CLAS: 91.70, MLAS: 89.13, BLEX: 90.87 +Dev epoch 15, lr 0.0001, UPOS: 99.07, XPOS: 100.00, UFeats: 98.65, AllTags: 98.28, Lemmas: 99.34, UAS: 95.92, LAS: 94.57, CLAS: 91.76, MLAS: 89.27, BLEX: 90.94 +Dev epoch 16, lr 0.0001, UPOS: 99.06, XPOS: 100.00, UFeats: 98.69, AllTags: 98.29, Lemmas: 99.34, UAS: 95.92, LAS: 94.61, CLAS: 91.80, MLAS: 89.32, BLEX: 90.97 +Dev epoch 17, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.67, AllTags: 98.26, Lemmas: 99.33, UAS: 95.92, LAS: 94.63, CLAS: 91.79, MLAS: 89.26, BLEX: 90.93 +Dev epoch 18, lr 0.0001, UPOS: 99.01, XPOS: 100.00, UFeats: 98.67, AllTags: 98.24, Lemmas: 99.33, UAS: 95.91, LAS: 94.60, CLAS: 91.76, MLAS: 89.19, BLEX: 90.92 +Dev epoch 19, lr 0.0001, UPOS: 99.04, XPOS: 100.00, UFeats: 98.68, AllTags: 98.27, Lemmas: 99.33, UAS: 95.98, LAS: 94.68, CLAS: 91.90, MLAS: 89.34, BLEX: 91.07 +Dev epoch 20, lr 0.0001, UPOS: 99.05, XPOS: 100.00, UFeats: 98.68, AllTags: 98.28, Lemmas: 99.34, UAS: 95.97, LAS: 94.66, CLAS: 91.86, MLAS: 89.34, BLEX: 90.99 +Test epoch 20, lr 0.0001, UPOS: 99.10, XPOS: 100.00, UFeats: 98.74, AllTags: 98.34, Lemmas: 99.40, UAS: 96.08, LAS: 94.70, CLAS: 91.95, MLAS: 89.64, BLEX: 91.15 diff --git a/udpipe2/Portparser_model/mappings.pickle b/udpipe2/Portparser_model/mappings.pickle new file mode 100644 index 0000000000000000000000000000000000000000..c639fc2e920daf8fb75fafbad9603b408ffeccf8 --- /dev/null +++ b/udpipe2/Portparser_model/mappings.pickle @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81468d5f2640130ff5b618c1d8b5bf96073458e483825158678146b6e0335a02 +size 205623 diff --git a/udpipe2/Portparser_model/options.json b/udpipe2/Portparser_model/options.json new file mode 100644 index 0000000000000000000000000000000000000000..c7d434ef9ea2b84285242eeaf279cf11fa98340a --- /dev/null +++ b/udpipe2/Portparser_model/options.json @@ -0,0 +1 @@ +{"batch_size": 32, "beta_2": 0.99, "char_dropout": 0, "cle_dim": 256, "clip_gradient": 2.0, "dev": ["/content/drive/MyDrive/UDPipe2/datasets/fold3/h8418_3_dev.conllu"], "dropout": 0.5, "epochs": "40:1e-3,20:1e-4", "exp": null, "label_smoothing": 0.03, 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