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facebookresearch / MUSE

A library for Multilingual Unsupervised or Supervised word Embeddings
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ValueError: Function has keyword-only parameters or annotations, use inspect.signature() API which can support them #196

Open patrickdrouin opened 1 year ago

patrickdrouin commented 1 year ago

I'm running into issues when trying to execute the unsupervised alignement (Python 3.8.16) :

python MUSE-main/unsupervised.py --src_lang en --tgt_lang fr --src_emb corpus_en.tag.bin --tgt_emb corpus_fr.tag.bin --n_refinement 5 --emb_dim 100 INFO - 01/29/23 17:30:10 - 0:00:00 - ============ Initialized logger ============ INFO - 01/29/23 17:30:10 - 0:00:00 - adversarial: True batch_size: 32 cuda: True dico_build: S2T dico_eval: default dico_max_rank: 15000 dico_max_size: 0 dico_method: csls_knn_10 dico_min_size: 0 dico_threshold: 0 dis_clip_weights: 0 dis_dropout: 0.0 dis_hid_dim: 2048 dis_input_dropout: 0.1 dis_lambda: 1 dis_layers: 2 dis_most_frequent: 75000 dis_optimizer: sgd,lr=0.1 dis_smooth: 0.1 dis_steps: 5 emb_dim: 100 epoch_size: 1000000 exp_id: exp_name: debug exp_path: /part/02/data/me/metavirt/MUSE-main/dumped/debug/1gyrk6dihw export: txt lr_decay: 0.98 lr_shrink: 0.5 map_beta: 0.001 map_id_init: True map_optimizer: sgd,lr=0.1 max_vocab: 200000 min_lr: 1e-06 n_epochs: 5 n_refinement: 5 normalize_embeddings: seed: -1 src_emb: corpus_en.tag.bin src_lang: en tgt_emb: corpus_fr.tag.bin tgt_lang: fr verbose: 2 INFO - 01/29/23 17:30:10 - 0:00:00 - The experiment will be stored in /part/02/data/me/metavirt/MUSE-main/dumped/debug/1gyrk6dihw INFO - 01/29/23 17:30:11 - 0:00:01 - Loaded binary model. Generating embeddings ... INFO - 01/29/23 17:30:13 - 0:00:02 - Generated embeddings for 39391 words. INFO - 01/29/23 17:30:14 - 0:00:03 - Loaded binary model. Generating embeddings ... INFO - 01/29/23 17:30:16 - 0:00:06 - Generated embeddings for 56481 words. Traceback (most recent call last): File "MUSE-main/unsupervised.py", line 96, in trainer = Trainer(src_emb, tgt_emb, mapping, discriminator, params) File "/part/02/data/me/metavirt/MUSE-main/src/trainer.py", line 41, in init optim_fn, optim_params = get_optimizer(params.map_optimizer) File "/part/02/data/me/metavirt/MUSE-main/src/utils.py", line 218, in get_optimizer expected_args = inspect.getargspec(optim_fn.init)[0] File "/usr/lib/python3.8/inspect.py", line 1095, in getargspec raise ValueError("Function has keyword-only parameters or annotations" ValueError: Function has keyword-only parameters or annotations, use inspect.signature() API which can support them

Any ideas or suggestions to fix this?

mjdaoudi commented 1 year ago

Hello Patrick, on my end, I went into the utils.py(line 218) file and changed expected_args = inspect.getargspec(optim_fn.init)[0] into expected_args = inspect.getfullargspec(optim_fn.__init__)[0]. After that, it went fine.

jiaohuix commented 1 year ago

Hello Patrick, on my end, I went into the utils.py(line 218) file and changed expected_args = inspect.getargspec(optim_fn.init)[0] into expected_args = inspect.getfullargspec(optim_fn.__init__)[0]. After that, it went fine.

cool!!! it does work!!!

sinaahmadi commented 9 months ago

I tried your suggestion but now get this error:

assert mf <= min(len(self.src_dico), len(self.tgt_dico))
AssertionError