From af4dbf0b3ecdf8778549e0abeee06e5438ee5db2 Mon Sep 17 00:00:00 2001 From: enhuiz Date: Thu, 12 Jan 2023 12:56:33 +0800 Subject: [PATCH] Refactor, add NAR --- data/test/test.ar.recon.wav | Bin 95404 -> 95404 bytes data/test/test.nar.init.wav | Bin 0 -> 95404 bytes data/test/test.nar.recon.wav | Bin 0 -> 95404 bytes vall_e/vall_e/__init__.py | 0 vall_e/vall_e/ar.py | 126 ++++++++++++ vall_e/vall_e/base.py | 372 +++++++++++++++++++++++++++++++++++ vall_e/vall_e/nar.py | 156 +++++++++++++++ 7 files changed, 654 insertions(+) create mode 100644 data/test/test.nar.init.wav create mode 100644 data/test/test.nar.recon.wav create mode 100644 vall_e/vall_e/__init__.py create mode 100644 vall_e/vall_e/ar.py create mode 100644 vall_e/vall_e/base.py create mode 100644 vall_e/vall_e/nar.py diff --git a/data/test/test.ar.recon.wav b/data/test/test.ar.recon.wav index 87cf1d8a9916b9a807b020174843707006d36ed3..dcbc959892073a2945c9a6a237aff6f85ec7df85 100644 GIT binary patch literal 95404 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a/vall_e/vall_e/__init__.py b/vall_e/vall_e/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/vall_e/vall_e/ar.py b/vall_e/vall_e/ar.py new file mode 100644 index 0000000..5fe28b6 --- /dev/null +++ b/vall_e/vall_e/ar.py @@ -0,0 +1,126 @@ +import torch +from einops import rearrange +from torch import Tensor +from tqdm import trange + +from .base import Base + + +class AR(Base): + @property + def n_levels(self): + return 1 + + @property + def casual(self): + return True + + @property + def use_stop_token(self): + return True + + def _prune(self, l: Tensor): + indices = (l == self.stop_token).nonzero() + if len(indices) == 0: + return l + return l[: indices[0].item()] + + def forward( + self, + text_list: list[Tensor], + prom_list: list[Tensor], + resp_list: list[Tensor], + ): + return super().forward( + text_list, + prom_list, + resp_list, + resp_list, + quant_level=0, + shift_targ_list=True, + return_all_resp=False, + ) + + def generate( + self, + text_list: list[Tensor], + prom_list: list[Tensor], + max_steps: int = 1000, + ): + device = text_list[0].device + resp_list: list[Tensor] = [ + torch.zeros(0, device=device).long() for _ in text_list + ] + stopped = [False] * len(text_list) + for _ in trange(max_steps): + r = super().forward(text_list, prom_list, resp_list) + for i, ri in enumerate(r): + if ri.item() == self.stop_token: + stopped[i] = True + resp_list[i] = torch.cat([resp_list[i], ri[None]]) + if all(stopped): + break + pruned = [self._prune(r) for r in resp_list] + return pruned + + +def example_usage(): + import soundfile + + device = "cuda" + + qnt = torch.load("data/test/test.qnt.pt")[0, 0].to(device) + num_qnts = 1024 + + model = AR(num_qnts).to(device) + + text_list = [ + torch.tensor([1, 2, 3], device=device), + torch.tensor([2, 3], device=device), + ] + + prom_list = [ + torch.tensor([1, 2, 3], device=device), + torch.tensor([2, 3], device=device), + ] + + resp_list = [ + torch.tensor([1, 2, 3], device=device), + qnt.to(device), + ] + + out = model.generate( + text_list, + prom_list, + max_steps=200, + ) + + print(out) + + optimizer = torch.optim.Adam(model.parameters(), lr=1e-4) + + for i in range(100): + optimizer.zero_grad() + _ = model(text_list, prom_list, resp_list) + + losses = model.loss + sum(losses.values()).backward() + optimizer.step() + + if i % 20 == 0: + print(f"iter={i}, {losses}.") + + out = model.generate(text_list, prom_list, max_steps=200) + + print(qnt) + print(out) + + from ..emb.qnt import decode + + codes = rearrange(out[1], "t -> 1 1 t") + wavs, sr = decode(codes) + soundfile.write("data/test/test.ar.recon.wav", wavs.cpu()[0, 0], sr) + + +if __name__ == "__main__": + example_usage() diff --git a/vall_e/vall_e/base.py b/vall_e/vall_e/base.py new file mode 100644 index 0000000..34870b7 --- /dev/null +++ b/vall_e/vall_e/base.py @@ -0,0 +1,372 @@ +import math +from dataclasses import dataclass +from functools import partial +from typing import Literal, overload + +import torch +import torch.nn.functional as F +from einops import rearrange +from torch import Tensor, einsum, nn +from torch.distributions import Categorical +from torch.nn.utils.rnn import pad_sequence + + +def _create_mask(l, device): + """1 is valid region and 0 is invalid.""" + seq = torch.arange(max(l), device=device).unsqueeze(0) # (1 t) + stop = torch.tensor(l, device=device).unsqueeze(1) # (b 1) + return (seq < stop).float() # (b t) + + +def list_to_tensor(x_list: list[Tensor], pattern="t b c -> b t c"): + """ + Args: + x_list: [(t d)] + Returns: + x: (? ? ?) + m: (? ? ?), same as x + """ + l = list(map(len, x_list)) + x = rearrange(pad_sequence(x_list), pattern) + m = _create_mask(l, x_list[0].device) + m = m.t().unsqueeze(-1) # (t b 1) + m = rearrange(m, pattern) + return x, m + + +class SinusodialEmbedding(nn.Module): + def __init__(self, d_model): + super().__init__() + self.d_model = d_model + exponent = torch.arange(self.d_half, dtype=torch.float32) + exponent = exponent / self.d_half + omega = torch.exp(-math.log(1e4) * exponent) + self.omega: torch.Tensor + self.register_buffer("omega", omega, persistent=False) + + @property + def d_half(self): + assert self.d_model % 2 == 0, "Only support even d_model." + return self.d_model // 2 + + def forward(self, x): + """ + Args: + x: (...) + Returns: + pe: (... d) + """ + omega = self.omega + + while omega.dim() <= x.dim(): + omega = omega.unsqueeze(0) # (... d) + + x = x.unsqueeze(-1) # (... 1) + x = omega * x + x = torch.cat([x.sin(), x.cos()], dim=-1) + + return x + + def get_pe(self, n: int): + """ + Args: + n: int + Returns: + pe: (n d) + """ + device = self.omega.device + return self.forward(torch.arange(n, device=device)) + + def add_pe(self, x): + """ + Args: + x: (b t c) + """ + e = self.get_pe(x.shape[1]) # t d + e = e[None] # b t d + x = x + e + return x + + +class Attention(nn.Module): + def __init__(self, d_model, num_heads, casual): + super().__init__() + assert d_model % num_heads == 0 + dim_head = d_model // num_heads + self.casual = casual + self.num_heads = num_heads + self.scale = dim_head**-0.5 + self.to_qkv = nn.Linear(d_model, d_model * 3, bias=False) + self.to_out = nn.Linear(d_model, d_model) + + def forward(self, x, m): + """ + Args: + x: (b t c) + m: (b t c), 1 is data, 0 is padding + Returns: + x: (b t c) + """ + h = self.num_heads + + q, k, v = self.to_qkv(x).chunk(3, dim=-1) + q, k, v = map(lambda t: rearrange(t, "b t (h d) -> b t h d", h=h), (q, k, v)) + + e = einsum("b i h d, b j h d -> b i j h", q, k) + e = e * self.scale + + kpm = m.unsqueeze(1) * m.unsqueeze(2) # b i j 1 + + if self.casual: + kpm = kpm.squeeze(-1).tril().unsqueeze(-1) # b i j 1 + + e = e.masked_fill(kpm == 0, -torch.finfo(e.dtype).max) + a = e.softmax(dim=2) # Normalize on j, i.e. key + + o = einsum("b i j h, b j h d -> b i h d", a, v) + o = o.flatten(-2) + o = self.to_out(o) # b t c + + o = o * m + + return o + + +class PrenormResidual(nn.Module): + def __init__(self, block, d_model, dropout, requires_mask=False): + super().__init__() + self.block = block + self.requires_mask = requires_mask + self.norm = nn.LayerNorm(d_model) + self.dropout = nn.Dropout(dropout) + + def forward(self, x, m): + opts = {"m": m} if self.requires_mask else {} + x = x + self.dropout(self.block(self.norm(x) * m, **opts)) + return x * m + + +class Block(nn.Sequential): + def __init__(self, d_model, num_heads, dropout, casual): + super().__init__() + self.attn = PrenormResidual( + Attention(d_model, num_heads, casual), + d_model=d_model, + dropout=dropout, + requires_mask=True, + ) + self.ffn = PrenormResidual( + nn.Sequential( + nn.Linear(d_model, d_model * 4), + nn.GELU(), + nn.Dropout(dropout), + nn.Linear(d_model * 4, d_model), + ), + d_model=d_model, + dropout=dropout, + ) + + def forward(self, x, m): + """ + Args: + x: (b t c) + m: (b t 1) + """ + x = self.attn(x, m) + x = self.ffn(x, m) + return x + + +class Embedding(nn.Embedding): + def forward(self, x: list[Tensor]) -> list[Tensor]: + if len(x) == 0: + return [] + return super().forward(torch.cat(x)).split([*map(len, x)]) + + +def _join(x: tuple[Tensor], sep: Tensor): + """ + Args: + x: (k t d) + sep: (d) + """ + ret = x[0] + for i in range(1, len(x)): + ret = torch.cat((ret, sep[None], x[i]), dim=0) + return ret + + +class Base(nn.Module): + @property + def casual(self) -> bool: + raise NotImplementedError + + @property + def n_levels(self) -> int: + raise NotImplementedError + + @property + def use_stop_token(self) -> bool: + raise NotImplementedError + + def __init__( + self, + n_tokens: int, + d_model: int = 512, + n_heads: int = 8, + n_layers: int = 12, + p_dropout: float = 0.1, + ): + super().__init__() + self.n_tokens = n_tokens + + n_levels = self.n_levels + casual = self.casual + + n_stop_tokens = 1 if self.use_stop_token else 0 + n_resp_tokens = n_tokens + n_stop_tokens + + self.text_emb = Embedding(n_tokens, d_model) + self.prom_emb = Embedding(n_tokens, d_model) + + # +1 to include the stop token + self.resp_embs = nn.ModuleList( + [Embedding(n_resp_tokens, d_model) for _ in range(n_levels)] + ) + + self.sin_emb = SinusodialEmbedding(d_model) + + self.sep = nn.Parameter(torch.randn(d_model)) + + blocks = [Block(d_model, n_heads, p_dropout, casual) for _ in range(n_layers)] + self.blocks = nn.ModuleList(blocks) + + self.classifier = nn.Linear(d_model, n_resp_tokens) + + @property + def stop_token(self): + if not self.use_stop_token: + raise ValueError("Not using stop token!") + return self.n_tokens + + @property + def ignore_index(self): + return -100 + + @staticmethod + def _samplewise_merge_tensors(*l, sep: Tensor | None): + if sep is None: + cat = torch.cat + else: + cat = partial(_join, sep=sep) + return [*map(cat, zip(*l))] + + @overload + def forward( + self, + text_list: list[Tensor], + prom_list: list[Tensor], + resp_list: list[Tensor], + targ_list: list[Tensor] | None = None, + quant_level: int = 0, + shift_targ_list: bool = False, + return_all_resp: Literal[False] = False, + ) -> Tensor: + ... + + @overload + def forward( + self, + text_list: list[Tensor], + prom_list: list[Tensor], + resp_list: list[Tensor], + targ_list: list[Tensor] | None = None, + quant_level: int = 0, + shift_targ_list: bool = False, + return_all_resp: Literal[True] = True, + ) -> list[Tensor]: + ... + + def forward( + self, + text_list: list[Tensor], + prom_list: list[Tensor], + resp_list: list[Tensor], + targ_list: list[Tensor] | None = None, + quant_level: int = 0, + shift_targ_list: bool = False, + return_all_resp: bool = False, + ): + """ + Args: + text_list: [t] * b + prom_list: [t'] * b + resp_list: [t''] * b, one quantization level only + targ_list: [t''] * b, one quantization level only, when given, loss will be computed + quant_level: specify which quant_level to feed forward, used in NAR mode. + shift_targ_list: whether to shift target list when computing loss. True if AR. + return_all_resp: True if NAR. + Returns: + y: sampled tokens + """ + x_list = self._samplewise_merge_tensors( + self.text_emb(text_list), + self.prom_emb(prom_list), + self.resp_embs[quant_level](resp_list), + sep=self.sep, + ) + + x, m = list_to_tensor(x_list) + x = self.sin_emb.add_pe(x) + + for block in self.blocks: + x = block(x, m) + + h = self.classifier(x) * m + + # Remove padding + h_list = [hi[:li] for hi, li in zip(h, map(len, x_list))] + + if targ_list is not None: + if any([l == 0 for l in map(len, targ_list)]): + raise ValueError("Cannot compute loss given empty targ_list.") + + device = h.device + + ignore_sep = torch.tensor(self.ignore_index, device=device) + text_prom_list = self._samplewise_merge_tensors( + text_list, prom_list, sep=ignore_sep + ) + + # Make every token earlier as it is future that is unknown + for i in range(len(text_prom_list)): + text_prom_list[i] = text_prom_list[i].roll(-1, dims=0) + text_prom_list[i][-1] = self.ignore_index + + if shift_targ_list: + # Also make target earlier if in autoregressive mode + targ_list = [*targ_list] + for i in range(len(targ_list)): + targ_list[i] = targ_list[i].roll(-1, dims=0) + targ_list[i][-1] = self.stop_token + + y_list = self._samplewise_merge_tensors( + text_prom_list, targ_list, sep=ignore_sep + ) + + self.loss = dict( + nll=F.cross_entropy( + torch.cat(h_list), + torch.cat(y_list), + ignore_index=self.ignore_index, + ) + ) + + if return_all_resp: + logits = [hi[-li:] for hi, li in zip(h_list, map(len, resp_list))] + ret = [Categorical(logits=hi).sample() for hi in logits] + else: + logits = torch.stack([hi[-1] for hi in h_list]) + ret = Categorical(logits=logits).sample() + + return ret diff --git a/vall_e/vall_e/nar.py b/vall_e/vall_e/nar.py new file mode 100644 index 0000000..39efde4 --- /dev/null +++ b/vall_e/vall_e/nar.py @@ -0,0 +1,156 @@ +import torch +from einops import rearrange +from torch import Tensor + +from .base import Base + + +class NAR(Base): + @property + def n_levels(self): + return 7 + + @property + def casual(self): + return False + + @property + def use_stop_token(self): + return False + + def forward( + self, + text_list: list[Tensor], + prom_list: list[Tensor], + *, + resp_list: list[Tensor] | None = None, + resps_list: list[Tensor] | None = None, + ): + """ + Args: + text_list: [t] * b + prom_list: [t'] * b + resp_list: [t'] * b, quants at level 0. + resps_list: [t''] * b, 8 quantization levels for training. + Returns: + y: logits of last output, b k + """ + if (resp_list is None) == (resps_list is None): + raise ValueError( + "Given one and only one, either resp_list (generation) or resps_list (training)." + ) + + if resps_list is not None: + levels = {r.shape[-1] for r in resps_list} + if any(level != self.n_levels + 1 for level in levels): + raise ValueError( + f"resps_list should have exactly {self.n_levels + 1} levels, but got {levels}." + ) + + if resp_list is not None: + hyp_resp_lists = [resp_list] + for i in range(self.n_levels): + hyp_resp_list = super().forward( + text_list, + prom_list, + hyp_resp_lists[-1], + return_all_resp=True, + shift_targ_list=False, + quant_level=i, + ) + hyp_resp_lists.append(hyp_resp_list) + else: + assert resps_list is not None + + loss = {} + resp_list = [o[..., 0] for o in resps_list] + hyp_resp_lists = [resp_list] + for i in range(self.n_levels): + resp_list = [o[..., 0] for o in resps_list] + next_resp_list = [o[..., i + 1] for o in resps_list] + hyp_resp_list = super().forward( + text_list, + prom_list, + resp_list, + next_resp_list, + return_all_resp=True, + shift_targ_list=False, + quant_level=i, + ) + hyp_resp_lists.append(hyp_resp_list) + loss |= {f"l{i}": self.loss} + del self.loss + self.loss = loss + + hyp_resps_list = [ + *map(lambda ts: torch.stack(ts, dim=-1), zip(*hyp_resp_lists)) + ] + + return hyp_resps_list + + +def example_usage(): + import soundfile + + from ..emb.qnt import decode + from ..utils import gather_attribute + + device = "cuda" + + resps = torch.load("data/test/test.qnt.pt")[0].to(device) + num_qnts = 1024 + + model = NAR(num_qnts).to(device) + + text_list = [ + torch.tensor([1, 2, 3], device=device), + torch.tensor([2, 3], device=device), + ] + + prom_list = [ + torch.tensor([1, 2, 3], device=device), + torch.tensor([2, 3], device=device), + ] + + resp_list = [ + torch.tensor([1, 2, 3], device=device), + resps[0].to(device), + ] + + resps_list = [ + torch.tensor([1, 2, 3], device=device) + .unsqueeze(-1) + .repeat_interleave(8, dim=-1), + resps.t().to(device), + ] + + out = model(text_list, prom_list, resp_list=resp_list) + codes = rearrange(out[1], "t k -> 1 k t") + print(codes) + wavs, sr = decode(codes) + soundfile.write("data/test/test.nar.init.wav", wavs.cpu()[0, 0], sr) + + optimizer = torch.optim.Adam(model.parameters(), lr=1e-4) + + for i in range(100): + optimizer.zero_grad() + _ = model(text_list, prom_list, resps_list=resps_list) + + losses = gather_attribute(model, "loss") + loss = sum(losses.values()) + loss.backward() + optimizer.step() + + if i % 20 == 0: + stats = {k: v.item() for k, v in losses.items()} + stats["loss"] = loss.item() + print(f"iter={i}, {stats}.") + + out = model(text_list, prom_list, resp_list=resp_list) + codes = rearrange(out[1], "t k -> 1 k t") + wavs, sr = decode(codes) + soundfile.write("data/test/test.nar.recon.wav", wavs.cpu()[0, 0], sr) + + +if __name__ == "__main__": + example_usage()