(events, enforce_key=False, enforce_key_evs=None)

(key, events)

(events, enforce_key=False, enforce_key_evs=None)

(events, enforce_key=False, enforce_key_evs=None)

(max_bar_len)

(output_dir)

(key)

(key)

(key)

(logits, temperature, inadmissibles=12)

(tensor)

(epoch, model, dloader, optim, sched, pad_token)

(epoch, model, dloader, optim, sched, pad_token, model_type="performer")

(chord_event, n_keys)

(raw_events, n_keys)

(epoch, model, dloader, pad_token, rounds=1)

(model, dloader, pad_token, rounds=1, model_type="performer")

(weight, gain)

(word_seq, idx2event)

(self, idx)

(self, idx)

(self, data_dir, vocab_file, model_enc_seqlen=32, model_dec_seqlen=2400, model_max_bars=192,

(self, event, is_full_event=False)

(self, pitch, bar, position, duration, velocity, microtiming=None)

(self, tempo, bar, position)

(self, chord_val, bar, position)

(self, n_token, d_embed, d_proj, emb_scale=0.5, pad_idx=None)

(self, n_octave, d_embed, d_proj, idx2event, emb_scale=0.5, n_chroma=12, min_pitch=12

(self, d_word_embed, vocab_size, dec_n_layer, dec_n_head, dec_d_model, dec_d_ff, dec_mem_len, d

(self, demb)

(self, d_model, d_inner, dropout, pre_lnorm=False)

(self, n_head, d_model, d_head, dropout, dropatt=0, pre_lnorm=False, **kwargs)

(self, n_head, d_model, d_head, dropout, dropatt=0, pre_lnorm=False)

(self, n_head, d_model, d_head, dropout, dropatt=0, tgt_len=None, ext_len=None, mem_len=None,

(self, *args, **kwargs)

(self, *args, **kwargs)

(self, n_head, d_model, d_head, d_inner, dropout, **kwargs)

(self, n_head, d_model, d_head, d_inner, dropout, **kwargs)

(self, d_in, d_out, n_layer=None, tie_seg_emb_projs=True, scale=1.)

(self, n_layer, n_head, d_model, d_head, d_inner, d_segment_emb, dropout, dropatt, pre_lnorm=

(self, data_dir, vocab_file, model_dec_seqlen=10240, model_max_bars=None, pi

(self, event, is_full_event=False)

(self, pitch, bar, position, duration, velocity, microtiming=None)

(self, tempo, bar, position)

(self, chord_val, bar, position)

(self, n_layer, n_head, d_model, d_ff, dropout=0.1, activation='relu',

(self, n_token, n_layer, n_head, d_model, d_ff, d_embed, activation='relu', dropout=0.1, use_

(self, d_embed, max_pos=12000)

(self, n_token, n_layer, n_head, d_model, d_ff, d_embed, activation='relu', dropout=0.1, use_pe=True,

(self)

(self)

(self)

(self)

(self)

(self)

(self)

(self)

(self, h, w, left=False)

(self, x, qlen, klen, mask, left=False)

(self)

(self, batch)

(self, dec_logits, dec_tgt, reduction='mean')

(tempo_val, event2idx, tolerance=20)

(path)

(path)

(path)

(events, output_event_path)

()

()

()

()

()

(self, seq_len, bsz=None)

(self, inp_tokens)

(self, inp_tokens)

(self, dec_input, dec_mems, dec_seg_len=None, return_avg_attn=False)

(self, pos_seq, bsz=None)

(self, inp)

(self, h, c, attn_mask=None, h_pos_embed=None, c_pos_embed=None)

(self, h, attn_mask=None, mems=None)

(self, w, r, attn_mask=None, mems=None)

(self, w, r, r_w_bias, r_r_bias, attn_mask=None, mems=None, return_avg_attn=False)

(self, w, r_emb, r_w_bias, r_bias, attn_mask=None, mems=None)

(self, dec_inp, r_emb, r_w_bias, r_bias, dec_attn_mask=None, mems=None)

(self, dec_inp, r, r_w_bias, r_r_bias, dec_attn_mask=None, mems=None, cross_latent=None, dec_

(self, inp, layer=None)

(self, dec_input, segment_emb, *mems, dec_seg_len=None, cross_latent=None, cross_attn_mask=Non

(self, x, lengths=None, attn_kwargs=None)

(self, x, seg_inp=None, chord_inp=None, keep_last_only=False, attn_kwargs=None)

(self, seq_len, bsz=None)

(self, inp_tokens)

(max_seqlen, batch_lens)

(seq_len, device)

(seq_len)

(idx2event)

(path)

(path)

(obj, path)

(obj, path)

(obj, path)