Training in progress, step 500
Browse files- .ipynb_checkpoints/added_tokens-checkpoint.json +1 -0
- .ipynb_checkpoints/config-checkpoint.json +107 -0
- .ipynb_checkpoints/special_tokens_map-checkpoint.json +1 -0
- .ipynb_checkpoints/tokenizer_config-checkpoint.json +1 -0
- .ipynb_checkpoints/vocab-checkpoint.json +1 -0
- added_tokens.json +1 -0
- config.json +107 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- training_args.bin +3 -0
- vocab.json +1 -0
- wandb/debug-internal.log +1 -0
- wandb/debug.log +1 -0
- wandb/latest-run +1 -0
- wandb/run-20220201_214324-8dmqnlr2/files/conda-environment.yaml +0 -0
- wandb/run-20220201_214324-8dmqnlr2/files/config.yaml +0 -0
- wandb/run-20220201_214324-8dmqnlr2/files/output.log +527 -0
- wandb/run-20220201_214324-8dmqnlr2/files/requirements.txt +180 -0
- wandb/run-20220201_214324-8dmqnlr2/files/wandb-metadata.json +65 -0
- wandb/run-20220201_214324-8dmqnlr2/files/wandb-summary.json +0 -0
- wandb/run-20220201_214324-8dmqnlr2/logs/debug-internal.log +0 -0
- wandb/run-20220201_214324-8dmqnlr2/logs/debug.log +25 -0
- wandb/run-20220201_214324-8dmqnlr2/run-8dmqnlr2.wandb +0 -0
.ipynb_checkpoints/added_tokens-checkpoint.json
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{"<s>": 51, "</s>": 52}
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.ipynb_checkpoints/config-checkpoint.json
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{
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"hidden_dropout": 0.0,
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"hidden_size": 1024,
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"model_type": "wav2vec2",
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"num_codevectors_per_group": 320,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id": 50,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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"tdnn_dim": [
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1500
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"tdnn_kernel": [
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"torch_dtype": "float32",
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"transformers_version": "4.17.0.dev0",
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"use_weighted_layer_sum": false,
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"vocab_size": 53,
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"xvector_output_dim": 512
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}
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.ipynb_checkpoints/special_tokens_map-checkpoint.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
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.ipynb_checkpoints/tokenizer_config-checkpoint.json
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{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "config": null, "tokenizer_type": "wav2vec2", "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "./", "tokenizer_class": "Wav2Vec2CTCTokenizer"}
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.ipynb_checkpoints/vocab-checkpoint.json
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{"&": 1, "'": 2, "a": 3, "b": 4, "c": 5, "d": 6, "e": 7, "f": 8, "g": 9, "h": 10, "i": 11, "j": 12, "k": 13, "l": 14, "m": 15, "n": 16, "o": 17, "p": 18, "q": 19, "r": 20, "s": 21, "t": 22, "u": 23, "v": 24, "w": 25, "x": 26, "y": 27, "z": 28, "«": 29, "´": 30, "»": 31, "à": 32, "á": 33, "â": 34, "ã": 35, "ç": 36, "è": 37, "é": 38, "ê": 39, "í": 40, "ñ": 41, "ó": 42, "ô": 43, "õ": 44, "ú": 45, "ü": 46, "š": 47, "ž": 48, "|": 0, "[UNK]": 49, "[PAD]": 50}
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added_tokens.json
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{"<s>": 51, "</s>": 52}
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config.json
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{
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"_name_or_path": "facebook/wav2vec2-xls-r-300m",
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"activation_dropout": 0.05,
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"adapter_kernel_size": 3,
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"architectures": [
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"Wav2Vec2ForCTC"
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"bos_token_id": 1,
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"conv_stride": [
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"ctc_loss_reduction": "mean",
|
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|
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"diversity_loss_weight": 0.1,
|
47 |
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"do_stable_layer_norm": true,
|
48 |
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|
49 |
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"feat_extract_activation": "gelu",
|
50 |
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|
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|
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|
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|
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|
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|
57 |
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|
58 |
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|
59 |
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|
60 |
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|
61 |
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|
62 |
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|
63 |
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"mask_feature_prob": 0.3,
|
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"mask_time_length": 10,
|
66 |
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|
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"mask_time_prob": 0.65,
|
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"model_type": "wav2vec2",
|
69 |
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|
70 |
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"num_attention_heads": 16,
|
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"num_codevector_groups": 2,
|
72 |
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|
73 |
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|
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|
75 |
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"num_feat_extract_layers": 7,
|
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|
77 |
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"num_negatives": 100,
|
78 |
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"output_hidden_size": 1024,
|
79 |
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"pad_token_id": 50,
|
80 |
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"proj_codevector_dim": 768,
|
81 |
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"tdnn_dilation": [
|
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1,
|
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|
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3,
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1,
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1
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],
|
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"tdnn_dim": [
|
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512,
|
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512,
|
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512,
|
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512,
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1500
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|
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"tdnn_kernel": [
|
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],
|
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"torch_dtype": "float32",
|
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"transformers_version": "4.17.0.dev0",
|
104 |
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"use_weighted_layer_sum": false,
|
105 |
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"vocab_size": 53,
|
106 |
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"xvector_output_dim": 512
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}
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preprocessor_config.json
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:133b0025d559c0f1919002695ed5d2049799c36ae1b13b1fc29d4abeac4a2380
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size 1262140977
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special_tokens_map.json
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
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tokenizer_config.json
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{"unk_token": "[UNK]", "bos_token": "<s>", "eos_token": "</s>", "pad_token": "[PAD]", "do_lower_case": false, "word_delimiter_token": "|", "config": null, "tokenizer_type": "wav2vec2", "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "./", "tokenizer_class": "Wav2Vec2CTCTokenizer"}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a72b131552d7bdf4f3d9f27a7a1e0da4c0e810656b296557f72745333e7dbad
|
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+
size 3055
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vocab.json
ADDED
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{"&": 1, "'": 2, "a": 3, "b": 4, "c": 5, "d": 6, "e": 7, "f": 8, "g": 9, "h": 10, "i": 11, "j": 12, "k": 13, "l": 14, "m": 15, "n": 16, "o": 17, "p": 18, "q": 19, "r": 20, "s": 21, "t": 22, "u": 23, "v": 24, "w": 25, "x": 26, "y": 27, "z": 28, "«": 29, "´": 30, "»": 31, "à": 32, "á": 33, "â": 34, "ã": 35, "ç": 36, "è": 37, "é": 38, "ê": 39, "í": 40, "ñ": 41, "ó": 42, "ô": 43, "õ": 44, "ú": 45, "ü": 46, "š": 47, "ž": 48, "|": 0, "[UNK]": 49, "[PAD]": 50}
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wandb/debug-internal.log
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run-20220201_214324-8dmqnlr2/logs/debug-internal.log
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wandb/debug.log
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run-20220201_214324-8dmqnlr2/logs/debug.log
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wandb/latest-run
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run-20220201_214324-8dmqnlr2
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wandb/run-20220201_214324-8dmqnlr2/files/conda-environment.yaml
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wandb/run-20220201_214324-8dmqnlr2/files/config.yaml
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wandb/run-20220201_214324-8dmqnlr2/files/output.log
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6%|███████▉ | 500/7780 [20:49<7:04:04, 3.50s/it]The following columns in the evaluation set don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
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***** Running Evaluation *****
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Num examples = 4494
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Batch size = 64
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|
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|
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|
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|
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|
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|
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|
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+
|
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+
|
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+
|
518 |
+
|
519 |
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|
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+
|
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|
522 |
+
|
523 |
+
100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 71/71 [02:46<00:00, 1.75s/it]
|
524 |
+
|
525 |
+
Configuration saved in ./checkpoint-500/config.json
|
526 |
+
Model weights saved in ./checkpoint-500/pytorch_model.bin
|
527 |
+
Configuration saved in ./checkpoint-500/preprocessor_config.json
|
wandb/run-20220201_214324-8dmqnlr2/files/requirements.txt
ADDED
@@ -0,0 +1,180 @@
|
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|
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|
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|
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|
|
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|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
aiohttp==3.8.1
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2 |
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|
3 |
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|
4 |
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anyio==3.5.0
|
5 |
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appdirs==1.4.4
|
6 |
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argon2-cffi-bindings==21.2.0
|
7 |
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argon2-cffi==21.3.0
|
8 |
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asgiref==3.5.0
|
9 |
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asttokens==2.0.5
|
10 |
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async-timeout==4.0.2
|
11 |
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attrs==21.4.0
|
12 |
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audioread==2.1.9
|
13 |
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backcall==0.2.0
|
14 |
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backoff==1.10.0
|
15 |
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bcrypt==3.2.0
|
16 |
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beautifulsoup4==4.9.3
|
17 |
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black==21.12b0
|
18 |
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|
19 |
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brotlipy==0.7.0
|
20 |
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certifi==2020.12.5
|
21 |
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cffi==1.14.3
|
22 |
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chardet==3.0.4
|
23 |
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|
24 |
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click==8.0.3
|
25 |
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conda-build==3.21.4
|
26 |
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conda-package-handling==1.7.2
|
27 |
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conda==4.9.2
|
28 |
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configparser==5.2.0
|
29 |
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cryptography==3.2.1
|
30 |
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cycler==0.11.0
|
31 |
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datasets==1.18.2.dev0
|
32 |
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debugpy==1.5.1
|
33 |
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decorator==4.4.2
|
34 |
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defusedxml==0.7.1
|
35 |
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dill==0.3.4
|
36 |
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dnspython==2.1.0
|
37 |
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docker-pycreds==0.4.0
|
38 |
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|
39 |
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executing==0.8.2
|
40 |
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fastapi==0.73.0
|
41 |
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ffmpy==0.3.0
|
42 |
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filelock==3.0.12
|
43 |
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|
44 |
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frozenlist==1.3.0
|
45 |
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fsspec==2022.1.0
|
46 |
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gitdb==4.0.9
|
47 |
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gitpython==3.1.26
|
48 |
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glob2==0.7
|
49 |
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gradio==2.7.5.2
|
50 |
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h11==0.13.0
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51 |
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huggingface-hub==0.4.0
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52 |
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idna==2.10
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53 |
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importlib-resources==5.4.0
|
54 |
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ipykernel==6.7.0
|
55 |
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ipython-genutils==0.2.0
|
56 |
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ipython==8.0.1
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57 |
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ipywidgets==7.6.3
|
58 |
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jedi==0.17.0
|
59 |
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jinja2==2.11.3
|
60 |
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jiwer==2.3.0
|
61 |
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joblib==1.1.0
|
62 |
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json5==0.9.6
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63 |
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jsonschema==4.4.0
|
64 |
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jupyter-client==7.1.2
|
65 |
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jupyter-core==4.9.1
|
66 |
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jupyterlab-pygments==0.1.2
|
67 |
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jupyterlab-server==1.2.0
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68 |
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jupyterlab-widgets==1.0.2
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69 |
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jupyterlab==2.2.9
|
70 |
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kiwisolver==1.3.2
|
71 |
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libarchive-c==2.9
|
72 |
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librosa==0.8.1
|
73 |
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llvmlite==0.38.0
|
74 |
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markdown2==2.4.2
|
75 |
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markupsafe==1.1.1
|
76 |
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matplotlib-inline==0.1.3
|
77 |
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matplotlib==3.5.1
|
78 |
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mistune==0.8.4
|
79 |
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mkl-fft==1.3.0
|
80 |
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mkl-random==1.1.1
|
81 |
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mkl-service==2.3.0
|
82 |
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monotonic==1.6
|
83 |
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multidict==6.0.2
|
84 |
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multiprocess==0.70.12.2
|
85 |
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mypy-extensions==0.4.3
|
86 |
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nano==0.10.0
|
87 |
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nbclient==0.5.10
|
88 |
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nbconvert==6.4.1
|
89 |
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nbformat==5.1.3
|
90 |
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nest-asyncio==1.5.4
|
91 |
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notebook==6.4.8
|
92 |
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numba==0.55.1
|
93 |
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numpy==1.19.2
|
94 |
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olefile==0.46
|
95 |
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packaging==21.3
|
96 |
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pandas==1.4.0
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97 |
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pandocfilters==1.5.0
|
98 |
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paramiko==2.9.2
|
99 |
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parso==0.8.1
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100 |
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pathspec==0.9.0
|
101 |
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pathtools==0.1.2
|
102 |
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pexpect==4.8.0
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103 |
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pickleshare==0.7.5
|
104 |
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pillow==8.1.2
|
105 |
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pip==21.3.1
|
106 |
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pkginfo==1.7.0
|
107 |
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platformdirs==2.4.1
|
108 |
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pooch==1.6.0
|
109 |
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prometheus-client==0.13.0
|
110 |
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promise==2.3
|
111 |
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prompt-toolkit==3.0.8
|
112 |
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protobuf==3.19.4
|
113 |
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psutil==5.8.0
|
114 |
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ptyprocess==0.7.0
|
115 |
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pure-eval==0.2.2
|
116 |
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pyarrow==6.0.1
|
117 |
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pycosat==0.6.3
|
118 |
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pycparser==2.20
|
119 |
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pycryptodome==3.13.0
|
120 |
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pydantic==1.9.0
|
121 |
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pydub==0.25.1
|
122 |
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pygments==2.8.0
|
123 |
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pynacl==1.5.0
|
124 |
+
pyopenssl==19.1.0
|
125 |
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pyparsing==3.0.7
|
126 |
+
pyrsistent==0.18.1
|
127 |
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pysocks==1.7.1
|
128 |
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python-dateutil==2.8.2
|
129 |
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python-etcd==0.4.5
|
130 |
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python-levenshtein==0.12.2
|
131 |
+
python-multipart==0.0.5
|
132 |
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pytz==2021.1
|
133 |
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pyyaml==5.4.1
|
134 |
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pyzmq==22.3.0
|
135 |
+
regex==2022.1.18
|
136 |
+
requests==2.24.0
|
137 |
+
resampy==0.2.2
|
138 |
+
ruamel-yaml==0.15.87
|
139 |
+
sacremoses==0.0.47
|
140 |
+
scikit-learn==1.0.2
|
141 |
+
scipy==1.7.3
|
142 |
+
send2trash==1.8.0
|
143 |
+
sentry-sdk==1.5.4
|
144 |
+
setuptools==50.3.1.post20201107
|
145 |
+
shortuuid==1.0.8
|
146 |
+
six==1.15.0
|
147 |
+
smmap==5.0.0
|
148 |
+
sniffio==1.2.0
|
149 |
+
soundfile==0.10.3.post1
|
150 |
+
soupsieve==2.2
|
151 |
+
stack-data==0.1.4
|
152 |
+
starlette==0.17.1
|
153 |
+
subprocess32==3.5.4
|
154 |
+
termcolor==1.1.0
|
155 |
+
terminado==0.13.1
|
156 |
+
testpath==0.5.0
|
157 |
+
threadpoolctl==3.0.0
|
158 |
+
tokenizers==0.11.4
|
159 |
+
tomli==1.2.3
|
160 |
+
torch==1.10.2
|
161 |
+
torchaudio==0.10.2
|
162 |
+
torchelastic==0.2.2
|
163 |
+
torchtext==0.9.1
|
164 |
+
torchvision==0.9.1
|
165 |
+
tornado==6.1
|
166 |
+
tqdm==4.62.3
|
167 |
+
traitlets==5.1.1
|
168 |
+
transformers==4.17.0.dev0
|
169 |
+
typing-extensions==4.0.1
|
170 |
+
urllib3==1.25.11
|
171 |
+
uvicorn==0.17.1
|
172 |
+
wandb==0.12.9
|
173 |
+
wcwidth==0.2.5
|
174 |
+
webencodings==0.5.1
|
175 |
+
wheel==0.35.1
|
176 |
+
widgetsnbextension==3.5.2
|
177 |
+
xxhash==2.0.2
|
178 |
+
yarl==1.7.2
|
179 |
+
yaspin==2.1.0
|
180 |
+
zipp==3.7.0
|
wandb/run-20220201_214324-8dmqnlr2/files/wandb-metadata.json
ADDED
@@ -0,0 +1,65 @@
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"os": "Linux-4.15.0-151-generic-x86_64-with-glibc2.10",
|
3 |
+
"python": "3.8.8",
|
4 |
+
"heartbeatAt": "2022-02-01T21:43:26.079203",
|
5 |
+
"startedAt": "2022-02-01T21:43:24.830312",
|
6 |
+
"docker": null,
|
7 |
+
"gpu": "Tesla V100S-PCIE-32GB",
|
8 |
+
"gpu_count": 1,
|
9 |
+
"cpu_count": 60,
|
10 |
+
"cuda": null,
|
11 |
+
"args": [
|
12 |
+
"--dataset_name=mozilla-foundation/common_voice_8_0",
|
13 |
+
"--model_name_or_path=facebook/wav2vec2-xls-r-300m",
|
14 |
+
"--dataset_config_name=pt",
|
15 |
+
"--cache_dir=../downloaded_data",
|
16 |
+
"--output_dir=./",
|
17 |
+
"--overwrite_output_dir",
|
18 |
+
"--num_train_epochs=20",
|
19 |
+
"--per_device_train_batch_size=64",
|
20 |
+
"--per_device_eval_batch_size=64",
|
21 |
+
"--gradient_accumulation_steps=1",
|
22 |
+
"--learning_rate=1e-4",
|
23 |
+
"--warmup_steps=2000",
|
24 |
+
"--length_column_name=input_length",
|
25 |
+
"--evaluation_strategy=steps",
|
26 |
+
"--text_column_name=sentence",
|
27 |
+
"--save_steps=500",
|
28 |
+
"--eval_steps=500",
|
29 |
+
"--logging_steps=100",
|
30 |
+
"--layerdrop=0.0",
|
31 |
+
"--activation_dropout=0.05",
|
32 |
+
"--save_total_limit=3",
|
33 |
+
"--freeze_feature_encoder",
|
34 |
+
"--feat_proj_dropout=0.0",
|
35 |
+
"--mask_time_prob=0.65",
|
36 |
+
"--mask_time_length=10",
|
37 |
+
"--mask_feature_prob=0.3",
|
38 |
+
"--mask_feature_length=10",
|
39 |
+
"--gradient_checkpointing",
|
40 |
+
"--report_to=wandb",
|
41 |
+
"--run_name=xls-r-300m-fr",
|
42 |
+
"--max_eval_samples=4500",
|
43 |
+
"--max_duration_in_seconds=10",
|
44 |
+
"--use_auth_token",
|
45 |
+
"--fp16",
|
46 |
+
"--group_by_length",
|
47 |
+
"--preprocessing_num_workers=64",
|
48 |
+
"--do_train",
|
49 |
+
"--do_eval",
|
50 |
+
"--load_best_model_at_end",
|
51 |
+
"--push_to_hub"
|
52 |
+
],
|
53 |
+
"state": "running",
|
54 |
+
"program": "run_speech_recognition_ctc.py",
|
55 |
+
"codePath": "run_speech_recognition_ctc.py",
|
56 |
+
"git": {
|
57 |
+
"remote": "https://huggingface.co/AlexN/xls-r-300m-pt",
|
58 |
+
"commit": "a989482db2aaf328702b11eff59cc2151cab9001"
|
59 |
+
},
|
60 |
+
"email": "[email protected]",
|
61 |
+
"root": "/workspace/xls-r-300m-pt",
|
62 |
+
"host": "job-1abccd0a-3293-4ffe-8274-9e8f841f653f",
|
63 |
+
"username": "ovh",
|
64 |
+
"executable": "/opt/conda/bin/python"
|
65 |
+
}
|
wandb/run-20220201_214324-8dmqnlr2/files/wandb-summary.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
wandb/run-20220201_214324-8dmqnlr2/logs/debug-internal.log
ADDED
The diff for this file is too large to render.
See raw diff
|
|
wandb/run-20220201_214324-8dmqnlr2/logs/debug.log
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
2022-02-01 21:43:24,834 INFO MainThread:16367 [wandb_setup.py:_flush():71] setting env: {}
|
2 |
+
2022-02-01 21:43:24,834 INFO MainThread:16367 [wandb_setup.py:_flush():71] setting login settings: {}
|
3 |
+
2022-02-01 21:43:24,835 INFO MainThread:16367 [wandb_init.py:_log_setup():371] Logging user logs to /workspace/xls-r-300m-pt/wandb/run-20220201_214324-8dmqnlr2/logs/debug.log
|
4 |
+
2022-02-01 21:43:24,835 INFO MainThread:16367 [wandb_init.py:_log_setup():372] Logging internal logs to /workspace/xls-r-300m-pt/wandb/run-20220201_214324-8dmqnlr2/logs/debug-internal.log
|
5 |
+
2022-02-01 21:43:24,835 INFO MainThread:16367 [wandb_init.py:init():404] calling init triggers
|
6 |
+
2022-02-01 21:43:24,835 INFO MainThread:16367 [wandb_init.py:init():409] wandb.init called with sweep_config: {}
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config: {}
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2022-02-01 21:43:24,835 INFO MainThread:16367 [wandb_init.py:init():460] starting backend
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2022-02-01 21:43:24,835 INFO MainThread:16367 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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2022-02-01 21:43:24,898 INFO MainThread:16367 [backend.py:ensure_launched():216] starting backend process...
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2022-02-01 21:43:24,959 INFO MainThread:16367 [backend.py:ensure_launched():221] started backend process with pid: 17074
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2022-02-01 21:43:24,963 INFO MainThread:16367 [wandb_init.py:init():469] backend started and connected
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2022-02-01 21:43:24,972 INFO MainThread:16367 [wandb_init.py:init():533] updated telemetry
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2022-02-01 21:43:25,120 INFO MainThread:16367 [wandb_init.py:init():563] communicating current version
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2022-02-01 21:43:25,868 INFO MainThread:16367 [wandb_init.py:init():568] got version response upgrade_message: "wandb version 0.12.10 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
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2022-02-01 21:43:25,869 INFO MainThread:16367 [wandb_init.py:init():578] communicating run to backend with 30 second timeout
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2022-02-01 21:43:26,073 INFO MainThread:16367 [wandb_init.py:init():606] starting run threads in backend
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2022-02-01 21:43:26,673 INFO MainThread:16367 [wandb_run.py:_console_start():1810] atexit reg
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2022-02-01 21:43:26,674 INFO MainThread:16367 [wandb_run.py:_redirect():1684] redirect: SettingsConsole.REDIRECT
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2022-02-01 21:43:26,675 INFO MainThread:16367 [wandb_run.py:_redirect():1689] Redirecting console.
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2022-02-01 21:43:26,681 INFO MainThread:16367 [wandb_run.py:_redirect():1745] Redirects installed.
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2022-02-01 21:43:26,681 INFO MainThread:16367 [wandb_init.py:init():633] run started, returning control to user process
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2022-02-01 21:43:26,683 INFO MainThread:16367 [wandb_run.py:_config_callback():956] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 50, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-xls-r-300m', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'model_type': 'wav2vec2', 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.05, 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'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 64, 'per_device_eval_batch_size': 64, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 1, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0001, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 20.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 2000, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Feb01_21-41-58_job-1abccd0a-3293-4ffe-8274-9e8f841f653f', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 100, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 3, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': 'xls-r-300m-fr', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'train_batch_size': 64, 'eval_batch_size': 64}
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2022-02-01 21:43:26,687 INFO MainThread:16367 [wandb_watch.py:watch():43] Watching
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wandb/run-20220201_214324-8dmqnlr2/run-8dmqnlr2.wandb
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