From a34d39430e031e18159f59295f8526c1f4963a77 Mon Sep 17 00:00:00 2001 From: FelixChan <2223485532@qq,com> Date: Thu, 27 Nov 2025 15:44:17 +0800 Subject: [PATCH] 1127 update to latest --- Amadeus/sub_decoder_utils.py | 575 ++++++- Amadeus/sub_decoder_zoo.py | 49 +- Amadeus/symbolic_encoding/data_utils.py | 3 + Amadeus/symbolic_yamls/config-accelerate.yaml | 16 +- ...t8_embSum_diff_t2m_150M_pretrainingv2.yaml | 2 +- ...t8_embSum_diff_t2m_150M_pretrainingv3.yaml | 19 + ...t8_embSum_diff_t2m_300M_pretrainingv3.yaml | 19 + ...mbSum_har_t2m_300M_pretrainingv3 copy.yaml | 19 + ...ct8_embSum_har_t2m_300M_pretrainingv3.yaml | 19 + ...ct8_embSum_har_t2m_600M_pretrainingv3.yaml | 19 + Amadeus/toy_train.py | 454 +++++ Amadeus/train_utils.py | 22 +- Amadeus/trainer_accelerate.py | 8 +- Amadeus/transformer_utils.py | 5 - data_representation/octuple2tuneinidx.py | 43 +- data_representation/permute.py | 39 + data_representation/resample.py | 634 +++++++ data_representation/resampleV2.py | 472 ++++++ data_representation/test.py | 286 +++- dllm/.gitignore | 139 ++ dllm/.gitmodules | 4 + dllm/LICENSE | 21 + dllm/README.md | 283 ++++ .../JetBrainsMono-VariableFont_wght.ttf | Bin 0 -> 189028 bytes dllm/assets/chat.gif | Bin 0 -> 5746471 bytes dllm/assets/logo.gif | Bin 0 -> 978464 bytes dllm/assets/logo.png | Bin 0 -> 5115 bytes dllm/assets/logo.py | 119 ++ dllm/dllm/__init__.py | 1 + dllm/dllm/core/__init__.py | 1 + dllm/dllm/core/generation/__init__.py | 1 + dllm/dllm/core/generation/generator.py | 49 + dllm/dllm/core/generation/visualizer.py | 427 +++++ dllm/dllm/core/schedulers/__init__.py | 2 + dllm/dllm/core/schedulers/alpha.py | 132 ++ dllm/dllm/core/schedulers/kappa.py | 128 ++ dllm/dllm/core/trainers/__init__.py | 1 + dllm/dllm/core/trainers/mdlm.py | 140 ++ dllm/dllm/data/__init__.py | 1 + dllm/dllm/data/alpaca.py | 63 + dllm/dllm/data/opc.py | 133 ++ dllm/dllm/data/ultrachat.py | 108 ++ dllm/dllm/data/utils.py | 377 +++++ dllm/dllm/pipelines/__init__.py | 1 + dllm/dllm/pipelines/bert/eval.py | 362 ++++ dllm/dllm/pipelines/dream/__init__.py | 6 + dllm/dllm/pipelines/dream/eval.py | 533 ++++++ dllm/dllm/pipelines/dream/generator.py | 426 +++++ dllm/dllm/pipelines/dream/models/__init__.py | 13 + .../dream/models/configuration_dream.py | 85 + .../dream/models/generation_utils.py | 465 ++++++ .../pipelines/dream/models/modeling_dream.py | 850 ++++++++++ .../dream/models/tokenization_dream.py | 346 ++++ dllm/dllm/pipelines/dream/trainer.py | 84 + dllm/dllm/pipelines/dream/utils.py | 180 ++ dllm/dllm/pipelines/editflow/__init__.py | 14 + .../models/bert/modelling_modernbert.py | 89 + .../editflow/models/dream/modelling_dream.py | 97 ++ .../editflow/models/llada/modelling_llada.py | 91 + dllm/dllm/pipelines/editflow/trainer.py | 407 +++++ dllm/dllm/pipelines/editflow/utils.py | 218 +++ dllm/dllm/pipelines/llada/__init__.py | 7 + dllm/dllm/pipelines/llada/eval.py | 357 ++++ dllm/dllm/pipelines/llada/generator.py | 379 +++++ dllm/dllm/pipelines/llada/models/__init__.py | 19 + .../llada/models/configuration_llada.py | 459 ++++++ .../llada/models/configuration_lladamoe.py | 96 ++ .../pipelines/llada/models/modeling_llada.py | 1458 +++++++++++++++++ .../llada/models/modeling_lladamoe.py | 1168 +++++++++++++ dllm/dllm/pipelines/llada/trainer.py | 3 + dllm/dllm/pipelines/rnd/__init__.py | 7 + dllm/dllm/pipelines/rnd/models/__init__.py | 53 + .../pipelines/rnd/models/configuration_rnd.py | 124 ++ .../pipelines/rnd/models/generation_config.py | 77 + .../pipelines/rnd/models/generation_utils.py | 187 +++ .../dllm/pipelines/rnd/models/modeling_rnd.py | 653 ++++++++ dllm/dllm/pipelines/rnd/models/sampling.py | 260 +++ .../rnd/models/terminal_visualizer.py | 251 +++ dllm/dllm/pipelines/rnd/trainer.py | 23 + dllm/dllm/tools/chat.py | 242 +++ dllm/dllm/tools/download_hf_dataset.py | 30 + dllm/dllm/tools/download_hf_model.py | 27 + dllm/dllm/tools/generate.py | 1 + dllm/dllm/tools/merge_peft_adapter.py | 80 + dllm/dllm/tools/preprocess_pt_dataset.py | 109 ++ dllm/dllm/tools/preprocess_sft_dataset.py | 117 ++ dllm/dllm/utils/__init__.py | 6 + dllm/dllm/utils/configs.py | 77 + dllm/dllm/utils/data_utils.py | 222 +++ dllm/dllm/utils/generation_utils.py | 53 + dllm/dllm/utils/model_utils.py | 180 ++ dllm/dllm/utils/utils.py | 284 ++++ dllm/examples/bert/README.md | 190 +++ dllm/examples/bert/assets/chat.gif | Bin 0 -> 7420440 bytes dllm/examples/bert/chat.py | 71 + dllm/examples/bert/eval.sh | 50 + dllm/examples/bert/generate.py | 73 + dllm/examples/bert/pt.py | 127 ++ dllm/examples/bert/sft.py | 127 ++ dllm/examples/dream/README.md | 187 +++ dllm/examples/dream/chat.py | 75 + dllm/examples/dream/eval.sh | 139 ++ dllm/examples/dream/generate.py | 117 ++ dllm/examples/dream/pt.py | 162 ++ dllm/examples/dream/sft.py | 192 +++ dllm/examples/editflow/README.md | 3 + dllm/examples/editflow/_README.md | 162 ++ dllm/examples/editflow/assets/all.gif | Bin 0 -> 2439850 bytes dllm/examples/editflow/assets/deletion.gif | Bin 0 -> 1810694 bytes dllm/examples/editflow/assets/insertion.gif | Bin 0 -> 7729211 bytes dllm/examples/editflow/bert/README.md | 77 + dllm/examples/editflow/bert/pt.py | 48 + dllm/examples/editflow/bert/sft.py | 44 + dllm/examples/editflow/dream/adapt.py | 88 + dllm/examples/editflow/dream/pt.py | 67 + dllm/examples/editflow/dream/sft.py | 66 + dllm/examples/editflow/generate.py | 418 +++++ dllm/examples/editflow/llada/adapt.py | 88 + dllm/examples/editflow/llada/pt.py | 67 + dllm/examples/editflow/llada/sft.py | 66 + dllm/examples/editflow/pt.py | 176 ++ dllm/examples/editflow/sft.py | 192 +++ dllm/examples/editflow/viz.py | 489 ++++++ dllm/examples/llada/README.md | 206 +++ dllm/examples/llada/chat.py | 74 + dllm/examples/llada/eval.sh | 151 ++ dllm/examples/llada/generate.py | 116 ++ dllm/examples/llada/pt.py | 174 ++ dllm/examples/llada/sft.py | 120 ++ dllm/examples/rnd/README.md | 1 + dllm/examples/rnd/preprocess.py | 114 ++ dllm/examples/rnd/sft.py | 199 +++ dllm/examples/rnd/sft_v2.py | 199 +++ dllm/examples/rnd/sft_v3.py | 219 +++ dllm/pyproject.toml | 51 + dllm/scripts/accelerate_configs/cpu.yaml | 7 + dllm/scripts/accelerate_configs/ddp.yaml | 6 + dllm/scripts/accelerate_configs/fsdp.yaml | 56 + dllm/scripts/accelerate_configs/zero1.yaml | 19 + dllm/scripts/accelerate_configs/zero2.yaml | 21 + dllm/scripts/accelerate_configs/zero3.yaml | 22 + .../scripts/accelerate_configs/zero3_moe.yaml | 25 + dllm/scripts/eval.slurm.sh | 292 ++++ dllm/scripts/tests/test_attention_mask.py | 144 ++ dllm/scripts/tests/test_dream_generation.py | 0 dllm/scripts/train.slurm.sh | 77 + generate-batch.py | 8 +- len_tunes/Melody/len_oct8.png | Bin 18941 -> 19633 bytes midi_sim.py | 11 +- octuple_token_analysis_report.json | 1421 ++++++++++++++++ octuple_token_analysis_report.txt | 467 ++++++ octuple_token_analysis_report_part.json | 1421 ++++++++++++++++ octuple_token_analysis_report_part.txt | 467 ++++++ 153 files changed, 25705 insertions(+), 53 deletions(-) create mode 100644 Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv3.yaml create mode 100644 Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_300M_pretrainingv3.yaml create mode 100644 Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3 copy.yaml create mode 100644 Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3.yaml create mode 100644 Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_600M_pretrainingv3.yaml create mode 100644 Amadeus/toy_train.py create mode 100644 data_representation/permute.py create mode 100644 data_representation/resample.py create mode 100644 data_representation/resampleV2.py create mode 100644 dllm/.gitignore create mode 100644 dllm/.gitmodules create mode 100644 dllm/LICENSE create mode 100644 dllm/README.md create mode 100644 dllm/assets/JetBrainsMono-VariableFont_wght.ttf create mode 100644 dllm/assets/chat.gif create mode 100644 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diff --git a/Amadeus/sub_decoder_utils.py b/Amadeus/sub_decoder_utils.py index 3109ef4..ffe2fc1 100644 --- a/Amadeus/sub_decoder_utils.py +++ b/Amadeus/sub_decoder_utils.py @@ -1,8 +1,18 @@ from math import ceil +from typing import Optional, Union, Literal +from typing_extensions import Unpack import torch -import torch.nn as nn -import torch.nn.functional as F +from torch import Tensor, nn +from torch.nn import functional as F + +from torch import Tensor +from torch.nn.init import constant_, xavier_normal_, xavier_uniform_ +from torch.nn.parameter import Parameter +from torch.nn.modules.module import Module +from torch.nn.modules.linear import NonDynamicallyQuantizableLinear +from torch.nn.modules.activation import _is_make_fx_tracing, _check_arg_device, _arg_requires_grad + class MLP(nn.Module): def __init__(self, in_size, out_size, hidden_size, dropout): @@ -49,6 +59,64 @@ class extendedMLP(nn.Module): x = layer(x) return x +class extendedMLP(nn.Module): + def __init__(self, in_size, out_size, num_layers, hidden_size, dropout): + super().__init__() + self.input_size = in_size + + self.layers = nn.ModuleList() + if num_layers == 1: + # Only one layer + self.layers.append(nn.Linear(in_size, out_size)) + return + elif num_layers > 1: + # First layer + self.layers.append(nn.Linear(in_size, hidden_size)) + self.layers.append(nn.Dropout(dropout)) + self.layers.append(nn.ReLU()) + # Intermediate layers + if num_layers > 2: + for _ in range(num_layers - 2): # -2 because we're manually adding the first and last layers + self.layers.append(nn.Linear(hidden_size, hidden_size)) + self.layers.append(nn.Dropout(dropout)) + self.layers.append(nn.ReLU()) + # Last layer + self.layers.append(nn.Linear(hidden_size, out_size)) + else: + raise ValueError("num_layers should be a positive integer") + + def forward(self, x): + for layer in self.layers: + x = layer(x) + return x + +class SwiGLUFFN(nn.Module): + def __init__(self, in_size, out_size, num_layers=2, hidden_size=2048, dropout=0.1): + super().__init__() + self.input_size = in_size + + if num_layers == 1: + # 单层情况,直接线性映射 + self.ffn = nn.Linear(in_size, out_size) + elif num_layers == 2: + # 两层时使用 SwiGLU + self.w1 = nn.Linear(in_size, 2 * hidden_size) # 前半主分支,后半门控分支 + self.w2 = nn.Linear(hidden_size, out_size) + self.dropout = nn.Dropout(dropout) + else: + raise ValueError("SwiGLU FFN 仅支持 num_layers=1 或 2") + + def forward(self, x): + if hasattr(self, "ffn"): + return self.ffn(x) + else: + x_proj = self.w1(x) + x_main, x_gate = x_proj.chunk(2, dim=-1) # 一分为二 + x = F.silu(x_main) * x_gate # SwiGLU: silu(a) * b + x = self.dropout(x) + x = self.w2(x) + return x + class multiMLP(nn.Module): def __init__(self, in_size, out_size, hidden_size, dropout, pred_order): super().__init__() @@ -209,6 +277,28 @@ class TransformerLayer(nn.Module): output_dict = {'input_seq': attn_output, 'memory': input_dict['memory'], 'memory_mask': input_dict['memory_mask']} return output_dict +class TransformerLayerV2(nn.Module): + def __init__(self, dim, num_heads, dropout): + super().__init__() + self.self_attn_block = ResidualLayerNormModule(MultiheadAttention(embed_dim=dim, num_heads=num_heads, dropout=dropout, batch_first=True)) + self.cross_attn_block = ResidualLayerNormModule(MultiheadAttention(embed_dim=dim, num_heads=num_heads, dropout=dropout, batch_first=True)) + self.residual_FF = ResidualLayerNormModule(SwiGLUFFN(in_size=dim, out_size=dim, num_layers=2, hidden_size=4*dim, dropout=dropout)) + self.dropout = nn.Dropout(dropout) + + def forward(self, input_dict): + ''' + input_dict = {'input_seq': input_seq, 'memory': memory, 'memory_mask': CA_attn_mask} + ''' + # self attention + attn_output = self.self_attn_block.forward_attention(input_dict['input_seq'], input_dict['input_seq'], input_dict['input_seq'], input_dict['memory_mask'], type='self') + + input_dict['input_seq'] = attn_output + # cross attention + attn_output = self.cross_attn_block.forward_attention(input_dict['input_seq'], input_dict['memory'], input_dict['memory'], input_dict['memory_mask'], type='cross') + attn_output = self.residual_FF.forward_mlp(attn_output) + attn_output = self.dropout(attn_output) + output_dict = {'input_seq': attn_output, 'memory': input_dict['memory'], 'memory_mask': input_dict['memory_mask']} + return output_dict class FeatureEnricher(nn.Module): def __init__(self, dim, num_heads, dropout): super().__init__() @@ -225,4 +315,483 @@ class FeatureEnricher(nn.Module): attn_output = self.residual_FF.forward_mlp(attn_output) attn_output = self.dropout(attn_output) output_dict = {'input_seq': attn_output, 'memory': input_dict['memory']} - return output_dict \ No newline at end of file + return output_dict + +class MultiheadAttention(Module): + r"""Allows the model to jointly attend to information from different representation subspaces. + + .. note:: + See `this tutorial `_ + for an in depth discussion of the performant building blocks PyTorch offers for building your own + transformer layers. + + Method described in the paper: + `Attention Is All You Need `_. + + Multi-Head Attention is defined as: + + .. math:: + \text{MultiHead}(Q, K, V) = \text{Concat}(\text{head}_1,\dots,\text{head}_h)W^O + + where :math:`\text{head}_i = \text{Attention}(QW_i^Q, KW_i^K, VW_i^V)`. + + ``nn.MultiheadAttention`` will use the optimized implementations of + ``scaled_dot_product_attention()`` when possible. + + In addition to support for the new ``scaled_dot_product_attention()`` + function, for speeding up Inference, MHA will use + fastpath inference with support for Nested Tensors, iff: + + - self attention is being computed (i.e., ``query``, ``key``, and ``value`` are the same tensor). + - inputs are batched (3D) with ``batch_first==True`` + - Either autograd is disabled (using ``torch.inference_mode`` or ``torch.no_grad``) or no tensor argument ``requires_grad`` + - training is disabled (using ``.eval()``) + - ``add_bias_kv`` is ``False`` + - ``add_zero_attn`` is ``False`` + - ``kdim`` and ``vdim`` are equal to ``embed_dim`` + - if a `NestedTensor `_ is passed, neither ``key_padding_mask`` + nor ``attn_mask`` is passed + - autocast is disabled + + If the optimized inference fastpath implementation is in use, a + `NestedTensor `_ can be passed for + ``query``/``key``/``value`` to represent padding more efficiently than using a + padding mask. In this case, a `NestedTensor `_ + will be returned, and an additional speedup proportional to the fraction of the input + that is padding can be expected. + + Args: + embed_dim: Total dimension of the model. + num_heads: Number of parallel attention heads. Note that ``embed_dim`` will be split + across ``num_heads`` (i.e. each head will have dimension ``embed_dim // num_heads``). + dropout: Dropout probability on ``attn_output_weights``. Default: ``0.0`` (no dropout). + bias: If specified, adds bias to input / output projection layers. Default: ``True``. + add_bias_kv: If specified, adds bias to the key and value sequences at dim=0. Default: ``False``. + add_zero_attn: If specified, adds a new batch of zeros to the key and value sequences at dim=1. + Default: ``False``. + kdim: Total number of features for keys. Default: ``None`` (uses ``kdim=embed_dim``). + vdim: Total number of features for values. Default: ``None`` (uses ``vdim=embed_dim``). + batch_first: If ``True``, then the input and output tensors are provided + as (batch, seq, feature). Default: ``False`` (seq, batch, feature). + + Examples:: + + >>> # xdoctest: +SKIP + >>> multihead_attn = nn.MultiheadAttention(embed_dim, num_heads) + >>> attn_output, attn_output_weights = multihead_attn(query, key, value) + + .. _`FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness`: + https://arxiv.org/abs/2205.14135 + + """ + + __constants__ = ["batch_first"] + bias_k: Optional[torch.Tensor] + bias_v: Optional[torch.Tensor] + + def __init__( + self, + embed_dim, + num_heads, + dropout=0.0, + bias=True, + add_bias_kv=False, + add_zero_attn=False, + kdim=None, + vdim=None, + batch_first=False, + device=None, + dtype=None, + ) -> None: + if embed_dim <= 0 or num_heads <= 0: + raise ValueError( + f"embed_dim and num_heads must be greater than 0," + f" got embed_dim={embed_dim} and num_heads={num_heads} instead" + ) + factory_kwargs = {"device": device, "dtype": dtype} + super().__init__() + self.embed_dim = embed_dim + self.kdim = kdim if kdim is not None else embed_dim + self.vdim = vdim if vdim is not None else embed_dim + self._qkv_same_embed_dim = self.kdim == embed_dim and self.vdim == embed_dim + + self.num_heads = num_heads + self.dropout = dropout + self.batch_first = batch_first + self.head_dim = embed_dim // num_heads + assert ( + self.head_dim * num_heads == self.embed_dim + ), "embed_dim must be divisible by num_heads" + + if not self._qkv_same_embed_dim: + self.q_proj_weight = Parameter( + torch.empty((embed_dim, embed_dim), **factory_kwargs) + ) + self.k_proj_weight = Parameter( + torch.empty((embed_dim, self.kdim), **factory_kwargs) + ) + self.v_proj_weight = Parameter( + torch.empty((embed_dim, self.vdim), **factory_kwargs) + ) + self.register_parameter("in_proj_weight", None) + else: + self.in_proj_weight = Parameter( + torch.empty((3 * embed_dim, embed_dim), **factory_kwargs) + ) + self.register_parameter("q_proj_weight", None) + self.register_parameter("k_proj_weight", None) + self.register_parameter("v_proj_weight", None) + + if bias: + self.in_proj_bias = Parameter(torch.empty(3 * embed_dim, **factory_kwargs)) + else: + self.register_parameter("in_proj_bias", None) + self.out_proj = NonDynamicallyQuantizableLinear( + embed_dim, embed_dim, bias=bias, **factory_kwargs + ) + + if add_bias_kv: + self.bias_k = Parameter(torch.empty((1, 1, embed_dim), **factory_kwargs)) + self.bias_v = Parameter(torch.empty((1, 1, embed_dim), **factory_kwargs)) + else: + self.bias_k = self.bias_v = None + + self.add_zero_attn = add_zero_attn + + self._reset_parameters() + + def _reset_parameters(self): + if self._qkv_same_embed_dim: + xavier_uniform_(self.in_proj_weight) + else: + xavier_uniform_(self.q_proj_weight) + xavier_uniform_(self.k_proj_weight) + xavier_uniform_(self.v_proj_weight) + + if self.in_proj_bias is not None: + constant_(self.in_proj_bias, 0.0) + constant_(self.out_proj.bias, 0.0) + if self.bias_k is not None: + xavier_normal_(self.bias_k) + if self.bias_v is not None: + xavier_normal_(self.bias_v) + + def __setstate__(self, state): + # Support loading old MultiheadAttention checkpoints generated by v1.1.0 + if "_qkv_same_embed_dim" not in state: + state["_qkv_same_embed_dim"] = True + + super().__setstate__(state) + + def forward( + self, + query: Tensor, + key: Tensor, + value: Tensor, + key_padding_mask: Optional[Tensor] = None, + need_weights: bool = True, + attn_mask: Optional[Tensor] = None, + average_attn_weights: bool = True, + is_causal: bool = False, + ) -> tuple[Tensor, Optional[Tensor]]: + r"""Compute attention outputs using query, key, and value embeddings. + + Supports optional parameters for padding, masks and attention weights. + + Args: + query: Query embeddings of shape :math:`(L, E_q)` for unbatched input, :math:`(L, N, E_q)` when ``batch_first=False`` + or :math:`(N, L, E_q)` when ``batch_first=True``, where :math:`L` is the target sequence length, + :math:`N` is the batch size, and :math:`E_q` is the query embedding dimension ``embed_dim``. + Queries are compared against key-value pairs to produce the output. + See "Attention Is All You Need" for more details. + key: Key embeddings of shape :math:`(S, E_k)` for unbatched input, :math:`(S, N, E_k)` when ``batch_first=False`` + or :math:`(N, S, E_k)` when ``batch_first=True``, where :math:`S` is the source sequence length, + :math:`N` is the batch size, and :math:`E_k` is the key embedding dimension ``kdim``. + See "Attention Is All You Need" for more details. + value: Value embeddings of shape :math:`(S, E_v)` for unbatched input, :math:`(S, N, E_v)` when + ``batch_first=False`` or :math:`(N, S, E_v)` when ``batch_first=True``, where :math:`S` is the source + sequence length, :math:`N` is the batch size, and :math:`E_v` is the value embedding dimension ``vdim``. + See "Attention Is All You Need" for more details. + key_padding_mask: If specified, a mask of shape :math:`(N, S)` indicating which elements within ``key`` + to ignore for the purpose of attention (i.e. treat as "padding"). For unbatched `query`, shape should be :math:`(S)`. + Binary and float masks are supported. + For a binary mask, a ``True`` value indicates that the corresponding ``key`` value will be ignored for + the purpose of attention. For a float mask, it will be directly added to the corresponding ``key`` value. + need_weights: If specified, returns ``attn_output_weights`` in addition to ``attn_outputs``. + Set ``need_weights=False`` to use the optimized ``scaled_dot_product_attention`` + and achieve the best performance for MHA. + Default: ``True``. + attn_mask: If specified, a 2D or 3D mask preventing attention to certain positions. Must be of shape + :math:`(L, S)` or :math:`(N\cdot\text{num\_heads}, L, S)`, where :math:`N` is the batch size, + :math:`L` is the target sequence length, and :math:`S` is the source sequence length. A 2D mask will be + broadcasted across the batch while a 3D mask allows for a different mask for each entry in the batch. + Binary and float masks are supported. For a binary mask, a ``True`` value indicates that the + corresponding position is not allowed to attend. For a float mask, the mask values will be added to + the attention weight. + If both attn_mask and key_padding_mask are supplied, their types should match. + average_attn_weights: If true, indicates that the returned ``attn_weights`` should be averaged across + heads. Otherwise, ``attn_weights`` are provided separately per head. Note that this flag only has an + effect when ``need_weights=True``. Default: ``True`` (i.e. average weights across heads) + is_causal: If specified, applies a causal mask as attention mask. + Default: ``False``. + Warning: + ``is_causal`` provides a hint that ``attn_mask`` is the + causal mask. Providing incorrect hints can result in + incorrect execution, including forward and backward + compatibility. + + Outputs: + - **attn_output** - Attention outputs of shape :math:`(L, E)` when input is unbatched, + :math:`(L, N, E)` when ``batch_first=False`` or :math:`(N, L, E)` when ``batch_first=True``, + where :math:`L` is the target sequence length, :math:`N` is the batch size, and :math:`E` is the + embedding dimension ``embed_dim``. + - **attn_output_weights** - Only returned when ``need_weights=True``. If ``average_attn_weights=True``, + returns attention weights averaged across heads of shape :math:`(L, S)` when input is unbatched or + :math:`(N, L, S)`, where :math:`N` is the batch size, :math:`L` is the target sequence length, and + :math:`S` is the source sequence length. If ``average_attn_weights=False``, returns attention weights per + head of shape :math:`(\text{num\_heads}, L, S)` when input is unbatched or :math:`(N, \text{num\_heads}, L, S)`. + + .. note:: + `batch_first` argument is ignored for unbatched inputs. + """ # noqa: B950 + why_not_fast_path = "" + if ( + (attn_mask is not None and torch.is_floating_point(attn_mask)) + or (key_padding_mask is not None) + and torch.is_floating_point(key_padding_mask) + ): + why_not_fast_path = "floating-point masks are not supported for fast path." + + is_batched = query.dim() == 3 + + key_padding_mask = F._canonical_mask( + mask=key_padding_mask, + mask_name="key_padding_mask", + other_type=F._none_or_dtype(attn_mask), + other_name="attn_mask", + target_type=query.dtype, + ) + + attn_mask = F._canonical_mask( + mask=attn_mask, + mask_name="attn_mask", + other_type=None, + other_name="", + target_type=query.dtype, + check_other=False, + ) + + is_fastpath_enabled = torch.backends.mha.get_fastpath_enabled() + + if not is_fastpath_enabled: + why_not_fast_path = "torch.backends.mha.get_fastpath_enabled() was not True" + elif not is_batched: + why_not_fast_path = ( + f"input not batched; expected query.dim() of 3 but got {query.dim()}" + ) + elif query is not key or key is not value: + # When lifting this restriction, don't forget to either + # enforce that the dtypes all match or test cases where + # they don't! + why_not_fast_path = "non-self attention was used (query, key, and value are not the same Tensor)" + elif self.in_proj_bias is not None and query.dtype != self.in_proj_bias.dtype: + why_not_fast_path = f"dtypes of query ({query.dtype}) and self.in_proj_bias ({self.in_proj_bias.dtype}) don't match" + elif self.in_proj_weight is None: + why_not_fast_path = "in_proj_weight was None" + elif query.dtype != self.in_proj_weight.dtype: + # this case will fail anyway, but at least they'll get a useful error message. + why_not_fast_path = f"dtypes of query ({query.dtype}) and self.in_proj_weight ({self.in_proj_weight.dtype}) don't match" + elif self.training: + why_not_fast_path = "training is enabled" + elif (self.num_heads % 2) != 0: + why_not_fast_path = "self.num_heads is not even" + elif not self.batch_first: + why_not_fast_path = "batch_first was not True" + elif self.bias_k is not None: + why_not_fast_path = "self.bias_k was not None" + elif self.bias_v is not None: + why_not_fast_path = "self.bias_v was not None" + elif self.add_zero_attn: + why_not_fast_path = "add_zero_attn was enabled" + elif not self._qkv_same_embed_dim: + why_not_fast_path = "_qkv_same_embed_dim was not True" + elif query.is_nested and ( + key_padding_mask is not None or attn_mask is not None + ): + why_not_fast_path = "supplying both src_key_padding_mask and src_mask at the same time \ + is not supported with NestedTensor input" + elif torch.is_autocast_enabled(): + why_not_fast_path = "autocast is enabled" + + if not why_not_fast_path: + tensor_args = ( + query, + key, + value, + self.in_proj_weight, + self.in_proj_bias, + self.out_proj.weight, + self.out_proj.bias, + ) + # We have to use list comprehensions below because TorchScript does not support + # generator expressions. + if torch.overrides.has_torch_function(tensor_args): + why_not_fast_path = "some Tensor argument has_torch_function" + elif _is_make_fx_tracing(): + why_not_fast_path = "we are running make_fx tracing" + elif not all(_check_arg_device(x) for x in tensor_args): + why_not_fast_path = ( + "some Tensor argument's device is neither one of " + f"cpu, cuda or {torch.utils.backend_registration._privateuse1_backend_name}" + ) + elif torch.is_grad_enabled() and any( + _arg_requires_grad(x) for x in tensor_args + ): + why_not_fast_path = ( + "grad is enabled and at least one of query or the " + "input/output projection weights or biases requires_grad" + ) + if not why_not_fast_path: + merged_mask, mask_type = self.merge_masks( + attn_mask, key_padding_mask, query + ) + + if self.in_proj_bias is not None and self.in_proj_weight is not None: + return torch._native_multi_head_attention( + query, + key, + value, + self.embed_dim, + self.num_heads, + self.in_proj_weight, + self.in_proj_bias, + self.out_proj.weight, + self.out_proj.bias, + merged_mask, + need_weights, + average_attn_weights, + mask_type, + ) + + any_nested = query.is_nested or key.is_nested or value.is_nested + assert not any_nested, ( + "MultiheadAttention does not support NestedTensor outside of its fast path. " + + f"The fast path was not hit because {why_not_fast_path}" + ) + + if self.batch_first and is_batched: + # make sure that the transpose op does not affect the "is" property + if key is value: + if query is key: + query = key = value = query.transpose(1, 0) + else: + query, key = (x.transpose(1, 0) for x in (query, key)) + value = key + else: + query, key, value = (x.transpose(1, 0) for x in (query, key, value)) + + if not self._qkv_same_embed_dim: + attn_output, attn_output_weights = F.multi_head_attention_forward( + query, + key, + value, + self.embed_dim, + self.num_heads, + self.in_proj_weight, + self.in_proj_bias, + self.bias_k, + self.bias_v, + self.add_zero_attn, + self.dropout, + self.out_proj.weight, + self.out_proj.bias, + training=self.training, + key_padding_mask=key_padding_mask, + need_weights=need_weights, + attn_mask=attn_mask, + use_separate_proj_weight=True, + q_proj_weight=self.q_proj_weight, + k_proj_weight=self.k_proj_weight, + v_proj_weight=self.v_proj_weight, + average_attn_weights=average_attn_weights, + is_causal=is_causal, + ) + else: + attn_output, attn_output_weights = F.multi_head_attention_forward( + query, + key, + value, + self.embed_dim, + self.num_heads, + self.in_proj_weight, + self.in_proj_bias, + self.bias_k, + self.bias_v, + self.add_zero_attn, + self.dropout, + self.out_proj.weight, + self.out_proj.bias, + training=self.training, + key_padding_mask=key_padding_mask, + need_weights=need_weights, + attn_mask=attn_mask, + average_attn_weights=average_attn_weights, + is_causal=is_causal, + ) + if self.batch_first and is_batched: + return attn_output.transpose(1, 0), attn_output_weights + else: + return attn_output, attn_output_weights + + def merge_masks( + self, + attn_mask: Optional[Tensor], + key_padding_mask: Optional[Tensor], + query: Tensor, + ) -> tuple[Optional[Tensor], Optional[int]]: + r"""Determine mask type and combine masks if necessary. + + If only one mask is provided, that mask + and the corresponding mask type will be returned. If both masks are provided, they will be both + expanded to shape ``(batch_size, num_heads, seq_len, seq_len)``, combined with logical ``or`` + and mask type 2 will be returned + Args: + attn_mask: attention mask of shape ``(seq_len, seq_len)``, mask type 0 + key_padding_mask: padding mask of shape ``(batch_size, seq_len)``, mask type 1 + query: query embeddings of shape ``(batch_size, seq_len, embed_dim)`` + Returns: + merged_mask: merged mask + mask_type: merged mask type (0, 1, or 2) + """ + mask_type: Optional[int] = None + merged_mask: Optional[Tensor] = None + + if key_padding_mask is not None: + mask_type = 1 + merged_mask = key_padding_mask + + if attn_mask is not None: + # In this branch query can't be a nested tensor, so it has a shape + batch_size, seq_len, _ = query.shape + mask_type = 2 + + # Always expands attn_mask to 4D + if attn_mask.dim() == 3: + attn_mask_expanded = attn_mask.view(batch_size, -1, seq_len, seq_len) + else: # attn_mask.dim() == 2: + attn_mask_expanded = attn_mask.view(1, 1, seq_len, seq_len).expand( + batch_size, self.num_heads, -1, -1 + ) + merged_mask = attn_mask_expanded + + if key_padding_mask is not None: + key_padding_mask_expanded = key_padding_mask.view( + batch_size, 1, 1, seq_len + ).expand(-1, self.num_heads, -1, -1) + merged_mask = attn_mask_expanded + key_padding_mask_expanded + + # no attn_mask and no key_padding_mask, returns None, None + return merged_mask, mask_type + + + diff --git a/Amadeus/sub_decoder_zoo.py b/Amadeus/sub_decoder_zoo.py index db7ba31..3718703 100644 --- a/Amadeus/sub_decoder_zoo.py +++ b/Amadeus/sub_decoder_zoo.py @@ -347,13 +347,24 @@ class SelfAttention(SubDecoderClass): causal_mask = generate_causality_mask_on_window(size=window_size + len(prediction_order), window_size=window_size) self.register_buffer('causal_mask', causal_mask) + # self.transformer_decoder = Decoder( + # dim = dim, + # depth = sub_decoder_depth, + # heads = heads, + # attn_dropout = dropout, + # ff_dropout = dropout, + # attn_flash = True) self.transformer_decoder = Decoder( - dim = dim, + dim = dim, depth = sub_decoder_depth, heads = heads, attn_dropout = dropout, ff_dropout = dropout, - attn_flash = True) + attn_flash = True, + use_rmsnorm=True, + ff_swish = True, # set this to True + ff_glu = True, # set to true to use for all feedforwards + ) # add final dropout print('Applying Xavier Uniform Init to x-transformer following torch.Transformer') self._apply_xavier_init() @@ -713,7 +724,7 @@ class DiffusionDecoder(SubDecoderClass): dropout:float, sub_decoder_enricher_use:bool, MASK_IDX:int = 126336, - denoising_steps:int = 6, + denoising_steps:int = 8, eps:float = 1e-3, method:str = 'low-confidence', # or random or auto-regressive ): @@ -1091,7 +1102,7 @@ class DiffusionDecoder(SubDecoderClass): logits_dict[feature] = logit return logits_dict, (masked_indices, p_mask) -class DiffusionDecoder(SubDecoderClass): +class DiffusionDecoderV2(SubDecoderClass): def __init__( self, prediction_order:list, @@ -1102,7 +1113,7 @@ class DiffusionDecoder(SubDecoderClass): dropout:float, sub_decoder_enricher_use:bool, MASK_IDX:int = 126336, - denoising_steps:int = 6, + denoising_steps:int = 8, eps:float = 1e-3, method:str = 'low-confidence', # or random or auto-regressive ): @@ -1129,7 +1140,7 @@ class DiffusionDecoder(SubDecoderClass): self.input_norm = nn.LayerNorm(dim) - self.feature_boost_layers = nn.Sequential(TransformerLayer(dim=dim, num_heads=heads, dropout=dropout)) + self.feature_boost_layers = nn.Sequential(TransformerLayerV2(dim=dim, num_heads=heads, dropout=dropout)) if sub_decoder_enricher_use: self.enricher_BOS_emb = nn.Parameter(torch.zeros(dim), requires_grad=True) @@ -1138,14 +1149,21 @@ class DiffusionDecoder(SubDecoderClass): self.register_buffer('causal_mask', causal_mask) self.register_buffer('causal_ca_mask', causal_ca_mask) - # get depth of the sub-decoder if sub_decoder_depth > 1: - self.sub_decoder_layers = nn.Sequential(*[TransformerLayer(dim=dim, num_heads=heads, dropout=dropout) for _ in range(sub_decoder_depth)]) + self.sub_decoder_layers = nn.Sequential(*[TransformerLayerV2(dim=dim, num_heads=heads, dropout=dropout) for _ in range(sub_decoder_depth)]) else: - self.sub_decoder_layers = nn.Sequential(TransformerLayer(dim=dim, num_heads=heads, dropout=dropout)) + self.sub_decoder_layers = nn.Sequential(TransformerLayerV2(dim=dim, num_heads=heads, dropout=dropout)) if sub_decoder_enricher_use: self.feature_enricher_layers = nn.Sequential(FeatureEnricher(dim=dim, num_heads=heads, dropout=dropout)) + + self.aux_ar_decoder = SelfAttention(prediction_order=prediction_order, + vocab=vocab, + sub_decoder_depth=1, + dim=dim, + heads=heads, + dropout=dropout, + sub_decoder_enricher_use=False) # simplified version of the forward process in diffusion model def _forward_process(self, input_ids, eps=1e-3, mask_idx=None): @@ -1273,9 +1291,11 @@ class DiffusionDecoder(SubDecoderClass): # print("sampled_token_dict", sampled_token_dict) return sampled_token_dict, logits_dict, candidate_token_probs, stacked_logits_probs, stacked_token_embeddings - def forward(self, input_dict, sampling_method=None, threshold=None, temperature=None, Force_decode=False, worst_case=False, condition_step=None): + def forward(self, input_dict, sampling_method=None, threshold=None, temperature=None, Force_decode=False, worst_case=False, condition_step=None, aux_ar=False): logits_dict = {} hidden_vec = input_dict['hidden_vec'] # B x T x d_model + copy_input_dict = input_dict.copy() + target = input_dict['target'] #B x T x d_model bos_hidden_vec = input_dict['bos_token_hidden'] # B x 1 x d_model, used for the first token in the sub-decoder @@ -1307,6 +1327,10 @@ class DiffusionDecoder(SubDecoderClass): memory_list = self._prepare_memory_list(hidden_vec=hidden_vec, target=target, add_BOS=False) # ---- Generate(Inference) ---- # if target is None: + if aux_ar: # inference with auxiliary auto-regressive decoder + aux_ar_logits, sampled_token_dict = self.aux_ar_decoder(copy_input_dict, sampling_method='auto-regressive', threshold=threshold, temperature=temperature, condition_step=condition_step) + # print("aux_ar_logits", aux_ar_logits) + return aux_ar_logits, sampled_token_dict sampled_token_dict = {} b,t,d = hidden_vec.shape # B x T x d_model l = len(self.prediction_order) # num_sub_tokens @@ -1420,4 +1444,7 @@ class DiffusionDecoder(SubDecoderClass): logit = self.hidden2logit[f"layer_{feature}"](attn_output[:, feature_pos, :]) logit = logit.reshape((hidden_vec.shape[0], hidden_vec.shape[1], -1)) # B x T x vocab_size logits_dict[feature] = logit - return logits_dict, (masked_indices, p_mask) \ No newline at end of file + # get aux ar decoder logits + aux_ar_logits = self.aux_ar_decoder(copy_input_dict, target) # B x T + return (logits_dict, aux_ar_logits), (masked_indices, p_mask) + # return logits_dict, (masked_indices, p_mask) \ No newline at end of file diff --git a/Amadeus/symbolic_encoding/data_utils.py b/Amadeus/symbolic_encoding/data_utils.py index af0ebca..f11139f 100644 --- a/Amadeus/symbolic_encoding/data_utils.py +++ b/Amadeus/symbolic_encoding/data_utils.py @@ -3,6 +3,7 @@ import random from pathlib import Path from collections import OrderedDict from typing import Union, List, Tuple, Dict +import torch import numpy as np import matplotlib.pyplot as plt @@ -157,6 +158,8 @@ class IterTuneCompiler(IterableDataset): segment = self.augmentor(segment) # use input_ids replace tune_name tune_name = encoded_caption['input_ids'][0] # Use the input_ids from the encoded caption + # print(segment.shape, mask.shape, tune_name.shape) + # segment = segment[torch.randperm(segment.size(0))] yield segment, mask, tune_name, encoded_caption def __len__(self): diff --git a/Amadeus/symbolic_yamls/config-accelerate.yaml b/Amadeus/symbolic_yamls/config-accelerate.yaml index 7fd217f..2afb195 100644 --- a/Amadeus/symbolic_yamls/config-accelerate.yaml +++ b/Amadeus/symbolic_yamls/config-accelerate.yaml @@ -1,7 +1,9 @@ defaults: # - nn_params: nb8_embSum_NMT # - nn_params: remi8 - - nn_params: oct8_embSum_diff_t2m_150M_pretrainingv2 + # - nn_params: oct8_embSum_diff_t2m_300M_pretrainingv3 + # - nn_params: oct8_embSum_diff_t2m_150M_pretrainingv2 + - nn_params: oct8_embSum_har_t2m_600M_pretrainingv3 # - nn_params: nb8_embSum_diff_t2m_600M_pretrainingv2 # - nn_params: nb8_embSum_diff_t2m_600M_finetunningv2 # - nn_params: nb8_embSum_subPararell @@ -15,7 +17,7 @@ defaults: # - nn_params: remi8_main12_head_16_dim512 # - nn_params: nb5_embSum_diff_main12head16dim768_sub3 -dataset: Melody # Pop1k7, Pop909, SOD, LakhClean,PretrainingDataset FinetuneDataset +dataset: msmidi # Pop1k7, Pop909, SOD, LakhClean,PretrainingDataset FinetuneDataset captions_path: dataset/midicaps/train_set.json # dataset: SymphonyNet_Dataset # Pop1k7, Pop909, SOD, LakhClean @@ -23,28 +25,28 @@ captions_path: dataset/midicaps/train_set.json use_ddp: True # True, False | distributed data parallel use_fp16: True # True, False | mixed precision training -use_diff: True # True,use diffusion in subdecoder +use_diff: False # True,use diffusion in subdecoder diff_steps: 8 # number of diffusion steps -use_dispLoss: True +use_dispLoss: False lambda_weight: 0.5 tau: 0.5 train_params: device: cuda - batch_size: 10 + batch_size: 9 grad_clip: 1.0 num_iter: 300000 # total number of iterations num_cycles_for_inference: 10 # number of cycles for inference, iterations_per_validation_cycle * num_cycles_for_inference num_cycles_for_model_checkpoint: 1 # number of cycles for model checkpoint, iterations_per_validation_cycle * num_cycles_for_model_checkpoint iterations_per_training_cycle: 10 # number of iterations for logging training loss iterations_per_validation_cycle: 3000 # number of iterations for validation process - input_length: 3072 # input sequence length3072 + input_length: 2048 # input sequence length3072 # you can use focal loss, it it's not used, set focal_gamma to 0 focal_alpha: 1 focal_gamma: 0 # learning rate scheduler: 'cosinelr', 'cosineannealingwarmuprestarts', 'not-using', please check train_utils.py for more details scheduler : cosinelr - initial_lr: 0.00001 + initial_lr: 0.0003 decay_step_rate: 0.8 # means it will reach its lowest point at decay_step_rate * total_num_iter num_steps_per_cycle: 20000 # number of steps per cycle for 'cosineannealingwarmuprestarts' warmup_steps: 2000 #number of warmup steps diff --git a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv2.yaml b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv2.yaml index 0e16086..46dd009 100644 --- a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv2.yaml +++ b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv2.yaml @@ -5,7 +5,7 @@ model_name: AmadeusModel input_embedder_name: SummationEmbedder main_decoder_name: XtransformerNewPretrainingDecoder sub_decoder_name: DiffusionDecoder -model_dropout: 0.2 +model_dropout: 0 input_embedder: num_layer: 1 num_head: 8 diff --git a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv3.yaml b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv3.yaml new file mode 100644 index 0000000..26cdb79 --- /dev/null +++ b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_150M_pretrainingv3.yaml @@ -0,0 +1,19 @@ +encoding_scheme: oct +num_features: 8 +vocab_name: MusicTokenVocabOct +model_name: AmadeusModel +input_embedder_name: SummationEmbedder +main_decoder_name: XtransformerNewPretrainingDecoder +sub_decoder_name: DiffusionDecoderV2 +model_dropout: 0 +input_embedder: + num_layer: 1 + num_head: 8 +main_decoder: + dim_model: 768 + num_layer: 16 + num_head: 12 +sub_decoder: + decout_window_size: 1 # 1 means no previous decoding output added + num_layer: 1 + feature_enricher_use: False \ No newline at end of file diff --git a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_300M_pretrainingv3.yaml b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_300M_pretrainingv3.yaml new file mode 100644 index 0000000..2b51707 --- /dev/null +++ b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_diff_t2m_300M_pretrainingv3.yaml @@ -0,0 +1,19 @@ +encoding_scheme: oct +num_features: 8 +vocab_name: MusicTokenVocabOct +model_name: AmadeusModel +input_embedder_name: SummationEmbedder +main_decoder_name: XtransformerNewPretrainingDecoder +sub_decoder_name: DiffusionDecoderV2 +model_dropout: 0 +input_embedder: + num_layer: 1 + num_head: 8 +main_decoder: + dim_model: 1080 + num_layer: 13 + num_head: 12 +sub_decoder: + decout_window_size: 1 # 1 means no previous decoding output added + num_layer: 1 + feature_enricher_use: False \ No newline at end of file diff --git a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3 copy.yaml b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3 copy.yaml new file mode 100644 index 0000000..2b51707 --- /dev/null +++ b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3 copy.yaml @@ -0,0 +1,19 @@ +encoding_scheme: oct +num_features: 8 +vocab_name: MusicTokenVocabOct +model_name: AmadeusModel +input_embedder_name: SummationEmbedder +main_decoder_name: XtransformerNewPretrainingDecoder +sub_decoder_name: DiffusionDecoderV2 +model_dropout: 0 +input_embedder: + num_layer: 1 + num_head: 8 +main_decoder: + dim_model: 1080 + num_layer: 13 + num_head: 12 +sub_decoder: + decout_window_size: 1 # 1 means no previous decoding output added + num_layer: 1 + feature_enricher_use: False \ No newline at end of file diff --git a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3.yaml b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3.yaml new file mode 100644 index 0000000..f97652e --- /dev/null +++ b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_300M_pretrainingv3.yaml @@ -0,0 +1,19 @@ +encoding_scheme: oct +num_features: 8 +vocab_name: MusicTokenVocabOct +model_name: AmadeusModel +input_embedder_name: SummationEmbedder +main_decoder_name: XtransformerNewPretrainingDecoder +sub_decoder_name: SelfAttention +model_dropout: 0 +input_embedder: + num_layer: 1 + num_head: 8 +main_decoder: + dim_model: 1080 + num_layer: 13 + num_head: 12 +sub_decoder: + decout_window_size: 3 # 1 means no previous decoding output added + num_layer: 1 + feature_enricher_use: False \ No newline at end of file diff --git a/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_600M_pretrainingv3.yaml b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_600M_pretrainingv3.yaml new file mode 100644 index 0000000..97ceb08 --- /dev/null +++ b/Amadeus/symbolic_yamls/nn_params/oct8_embSum_har_t2m_600M_pretrainingv3.yaml @@ -0,0 +1,19 @@ +encoding_scheme: oct +num_features: 8 +vocab_name: MusicTokenVocabOct +model_name: AmadeusModel +input_embedder_name: SummationEmbedder +main_decoder_name: XtransformerNewPretrainingDecoder +sub_decoder_name: SelfAttention +model_dropout: 0 +input_embedder: + num_layer: 1 + num_head: 8 +main_decoder: + dim_model: 1272 + num_layer: 20 + num_head: 12 +sub_decoder: + decout_window_size: 1 # 1 means no previous decoding output added + num_layer: 1 + feature_enricher_use: False \ No newline at end of file diff --git a/Amadeus/toy_train.py b/Amadeus/toy_train.py new file mode 100644 index 0000000..e050382 --- /dev/null +++ b/Amadeus/toy_train.py @@ -0,0 +1,454 @@ +from math import ceil +from typing import Optional, Union, Literal +from typing_extensions import Unpack + +import torch +from torch import Tensor, nn +from torch.nn import functional as F + +from transformers import Qwen2Config +from transformers.activations import get_activation +from transformers.cache_utils import Cache +from transformers.modeling_flash_attention_utils import FlashAttentionKwargs +from transformers.modeling_utils import ALL_ATTENTION_FUNCTIONS + +class RMSNorm(nn.Module): + def __init__(self, hidden_size, eps: float = 1e-6): + super().__init__() + + self.weight = nn.Parameter(torch.ones(hidden_size)) + self.variance_epsilon = eps + + def forward(self, x: Tensor) -> Tensor: + dtype = x.dtype + device_type = x.device.type if isinstance(x.device.type, str) and x.device.type != "mps" else "cpu" + with torch.autocast(device_type=device_type, enabled=False): # Force float32 + x = x.float() + x = x * torch.rsqrt(x.pow(2).mean(-1, keepdim=True) + self.variance_epsilon) + x = self.weight * x + return x.to(dtype) + + +class FeedForward(nn.Module): + def __init__(self, + hidden_size: int, + intermediate_size: Optional[int] = None, + dropout: float = 0., + hidden_act: Literal['silu', 'gelu'] = 'silu'): + super().__init__() + + self.hidden_size = hidden_size + self.intermediate_size = intermediate_size or int(hidden_size * 8 / 3) + self.up_proj = nn.Linear(self.hidden_size, self.intermediate_size * 2, bias=False) + self.down_proj = nn.Linear(self.intermediate_size, self.hidden_size, bias=False) + self.act_fn = get_activation(hidden_act) + self.dropout = nn.Dropout(dropout) + + def forward(self, x: Tensor) -> Tensor: + gate, hidden = self.up_proj(x).chunk(2, dim=-1) + gate = self.act_fn(gate) + + return self.down_proj(self.dropout(gate * hidden)) + + +class MultiHeadAttention(nn.Module): + def __init__(self, + hidden_size: int, + head_dim: int = 64, + num_attention_heads: Optional[int] = None, + attention_dropout: float = 0., + bias: bool = False, + rms_norm_eps: float = 1e-6, + attn_implementation: Literal["flash_attention_3", "flash_attention_2", "flex_attention", "paged_attention", "sdpa", "sdpa_paged", "eager_paged"] = "sdpa" + ): + super().__init__() + + self.num_attention_heads = num_attention_heads or int(hidden_size // head_dim) + self.head_dim = head_dim + self.scaling = head_dim ** -0.5 + self.attention_dropout = attention_dropout + + self.q_proj = nn.Linear(hidden_size, self.num_attention_heads * self.head_dim, + bias=bias) + self.k_proj = nn.Linear(hidden_size, self.num_attention_heads * self.head_dim, + bias=bias) + self.v_proj = nn.Linear(hidden_size, self.num_attention_heads * self.head_dim, + bias=bias) + self.o_proj = nn.Linear( + self.num_attention_heads * self.head_dim, hidden_size, + bias=bias) + + self.q_norm = RMSNorm(self.head_dim, eps=rms_norm_eps) + self.k_norm = RMSNorm(self.head_dim, eps=rms_norm_eps) + + self.attention_interface = ALL_ATTENTION_FUNCTIONS[attn_implementation] + + # To be compatible with huggingface + self.config = Qwen2Config() + self.is_causal = False + + def forward( + self, + hidden_states: torch.Tensor, + attention_mask: Optional[torch.Tensor], + key_states: Optional[Tensor] = None, + value_states: Optional[Tensor] = None, + **kwargs: Unpack[FlashAttentionKwargs], + ) -> tuple[torch.Tensor, Optional[torch.Tensor]]: + input_shape = hidden_states.shape[:-1] + + q = self.q_proj(hidden_states) + + hidden_shape = (*input_shape, -1, self.head_dim) + query_states = self.q_norm(q.view(hidden_shape)).transpose(1, 2) + + if(key_states is None or value_states is None): + k = self.k_proj(hidden_states) + v = self.v_proj(hidden_states) + + key_states = self.k_norm(k.view(hidden_shape)).transpose(1, 2) + value_states = v.view(hidden_shape).transpose(1, 2) + + attn_output, attn_weights = self.attention_interface( + self, + query_states, + key_states, + value_states, + attention_mask, + dropout=0.0 if not self.training else self.attention_dropout, + **kwargs, + ) + + attn_output = attn_output.reshape(*input_shape, -1).contiguous() + attn_output = self.o_proj(attn_output) + + return attn_output, attn_weights + + +class DecoderLayerWithCrossAttention(nn.Module): + def __init__(self, + hidden_size: int, + + attn_head_dim: int = 64, + num_attention_heads: Optional[int] = None, + attention_dropout: float = 0., + attn_bias: bool = False, + + mlp_intermediate_size: Optional[int] = None, + mlp_dropout: float = 0., + mlp_act: Literal['gelu', 'silu'] = 'silu', + + rms_norm_eps: float = 1e-6, + attn_implementation: Literal["flash_attention_3", "flash_attention_2", "flex_attention", "paged_attention", "sdpa", "sdpa_paged", "eager_paged"] = "sdpa" + ): + super().__init__() + self.hidden_size = hidden_size + + self.self_attn = MultiHeadAttention( + hidden_size, + attn_head_dim, + num_attention_heads, + attention_dropout, + attn_bias, + rms_norm_eps, + attn_implementation) + + self.cross_attn = MultiHeadAttention( + hidden_size, + attn_head_dim, + num_attention_heads, + attention_dropout, + attn_bias, + rms_norm_eps, + attn_implementation) + + self.mlp = FeedForward( + hidden_size, + mlp_intermediate_size, + mlp_dropout, + mlp_act) + + self.self_attn_layernorm = nn.RMSNorm(hidden_size, eps=rms_norm_eps) + self.cross_attn_layernorm = nn.RMSNorm(hidden_size, eps=rms_norm_eps) + self.ffn_layernorm = nn.RMSNorm(hidden_size, eps=rms_norm_eps) + + def forward( + self, + input_dict, + ): + ''' + input_dict = {'input_seq': input_seq, 'memory': memory, 'memory_mask': CA_attn_mask} + ''' + hidden_states = input_dict['input_seq'] + cross_attn_states = input_dict['memory'] + cross_attn_mask = input_dict['memory_mask'] + attention_mask = input_dict['memory_mask'] + output_attentions = False + # Self Attention + residual = hidden_states + hidden_states = self.self_attn_layernorm(hidden_states) + hidden_states, dec_attn_weight = self.self_attn( + hidden_states=hidden_states, + attention_mask=attention_mask, + ) + hidden_states = residual + hidden_states + + # Cross Attention + if(cross_attn_states is not None): + residual = hidden_states + hidden_states = self.cross_attn_layernorm(hidden_states) + cross_attn_shape = (*cross_attn_states.shape[:-1], -1, self.cross_attn.head_dim) + key_states = self.cross_attn.k_proj(cross_attn_states) + value_states = self.cross_attn.v_proj(cross_attn_states) + + key_states = self.cross_attn.k_norm(key_states.view(cross_attn_shape)).transpose(1, 2) + value_states = value_states.view(cross_attn_shape).transpose(1, 2) + hidden_states, cross_attn_weight = self.cross_attn( + hidden_states=hidden_states, + attention_mask=cross_attn_mask, + key_states=key_states, + value_states=value_states + ) + hidden_states = residual + hidden_states + + # Feed Forward + residual = hidden_states + hidden_states = self.ffn_layernorm(hidden_states) + hidden_states = self.mlp(hidden_states) + hidden_states = residual + hidden_states + output_dict = {'input_seq': hidden_states, 'memory': cross_attn_states, 'memory_mask': cross_attn_mask} + if(output_attentions): + if(cross_attn_states is not None): + # return (hidden_states, (dec_attn_weight, cross_attn_weight)) + output_dict['dec_attn_weight'] = dec_attn_weight + output_dict['cross_attn_weight'] = cross_attn_weight + return output_dict + else: + # return (hidden_states, dec_attn_weight) + output_dict['dec_attn_weight'] = dec_attn_weight + return output_dict + else: + return output_dict + +def sinusoidal_positional_embedding( + x: Tensor, + n: float = 10000.0) -> Tensor: + device, dtype = x.device, x.dtype + T = x.shape[-2] + D = x.shape[-1] + + positions = torch.arange(0, T, device=device, dtype=dtype).unsqueeze_(1) + embeddings = torch.zeros(T, D, device=device, dtype=dtype) + + denominators = torch.pow(n, 2*torch.arange(0, D//2, device=device, dtype=dtype)/D) # 10000^(2i/d_model), i is the index of embedding + embeddings[:, 0::2] = torch.sin(positions/denominators) # sin(pos/10000^(2i/d_model)) + embeddings[:, 1::2] = torch.cos(positions/denominators) # cos(pos/10000^(2i/d_model)) + + return x + embeddings + +import torch +import torch.nn as nn +import torch.optim as optim +from torch.utils.data import Dataset, DataLoader +import numpy as np + +# 创建一个简单的数据集来测试收敛性 +class SimpleSeq2SeqDataset(Dataset): + def __init__(self, num_samples=1000, seq_len=10, vocab_size=100, hidden_size=256): + self.num_samples = num_samples + self.seq_len = seq_len + self.vocab_size = vocab_size + self.hidden_size = hidden_size + + def __len__(self): + return self.num_samples + + def __getitem__(self, idx): + # 模拟编码器输出 (memory) + memory = torch.randn(self.seq_len, self.hidden_size) + + # 模拟解码器输入和目标 + decoder_input = torch.randint(0, self.vocab_size, (self.seq_len,)) + target = torch.randint(0, self.vocab_size, (self.seq_len,)) + + # 创建简单的注意力掩码 + memory_mask = torch.ones(self.seq_len, self.seq_len) + + return { + 'memory': memory, + 'decoder_input': decoder_input, + 'target': target, + 'memory_mask': memory_mask + } + +# 创建简单的模型 +class SimpleDecoderModel(nn.Module): + def __init__(self, vocab_size, hidden_size=256, num_layers=3): + super(SimpleDecoderModel, self).__init__() + self.hidden_size = hidden_size + self.vocab_size = vocab_size + + # 嵌入层 + self.embedding = nn.Embedding(vocab_size, hidden_size) + + # 位置编码 + self.pos_encoding = sinusoidal_positional_embedding + + # 多个解码器层 + self.layers = nn.ModuleList([ + DecoderLayerWithCrossAttention( + hidden_size=hidden_size, + attn_head_dim=64, + num_attention_heads=2, + attention_dropout=0.1, + attn_bias=False, + mlp_intermediate_size=512, + mlp_dropout=0.1, + mlp_act='silu', + rms_norm_eps=1e-6, + attn_implementation="sdpa" + ) for _ in range(num_layers) + ]) + + # 输出层 + self.output_norm = nn.RMSNorm(hidden_size, eps=1e-6) + self.output_proj = nn.Linear(hidden_size, vocab_size) + + def forward(self, decoder_input, memory, memory_mask): + # 嵌入 + 位置编码 + x = self.embedding(decoder_input) + x = self.pos_encoding(x) + + # 通过多个解码器层 + input_dict = { + 'input_seq': x, + 'memory': memory, + 'memory_mask': memory_mask + } + + for layer in self.layers: + output_dict = layer(input_dict) + input_dict['input_seq'] = output_dict['input_seq'] + + # 最终输出 + hidden_states = self.output_norm(output_dict['input_seq']) + logits = self.output_proj(hidden_states) + + return logits + +# 训练函数 +def train_decoder_model(): + # 超参数 + vocab_size = 100 + hidden_size = 256 + seq_len = 10 + batch_size = 32 + num_epochs = 10 + learning_rate = 0.001 + + # 设备设置 + device = torch.device("cuda" if torch.cuda.is_available() else "cpu") + print(f"使用设备: {device}") + + # 创建数据集和数据加载器 + dataset = SimpleSeq2SeqDataset(num_samples=1000, seq_len=seq_len, + vocab_size=vocab_size, hidden_size=hidden_size) + dataloader = DataLoader(dataset, batch_size=batch_size, shuffle=True) + + # 初始化模型 + model = SimpleDecoderModel(vocab_size=vocab_size, hidden_size=hidden_size) + model.to(device) + + # 损失函数和优化器 + criterion = nn.CrossEntropyLoss() + optimizer = optim.Adam(model.parameters(), lr=learning_rate) + + # 训练记录 + train_losses = [] + + print("开始训练...") + model.train() + + for epoch in range(num_epochs): + epoch_loss = 0.0 + num_batches = 0 + + for batch in dataloader: + # 移动到设备 + memory = batch['memory'].to(device) + decoder_input = batch['decoder_input'].long().to(device) + target = batch['target'].long().to(device) + memory_mask = batch['memory_mask'].to(device) + + # 前向传播 + optimizer.zero_grad() + logits = model(decoder_input, memory, memory_mask) + + # 计算损失 - 将logits和target重塑为(batch_size * seq_len, vocab_size)和(batch_size * seq_len) + loss = criterion(logits.reshape(-1, vocab_size), target.reshape(-1)) + + # 反向传播 + loss.backward() + optimizer.step() + + epoch_loss += loss.item() + num_batches += 1 + + avg_loss = epoch_loss / num_batches + train_losses.append(avg_loss) + + print(f'Epoch [{epoch+1}/{num_epochs}], Loss: {avg_loss:.4f}') + + # 早期停止检查:如果损失明显下降,说明模型在收敛 + if epoch >= 2 and avg_loss < 4.0: # 交叉熵损失的合理阈值 + print("✅ 模型正常收敛!") + return True + + # 检查最终损失 + final_loss = train_losses[-1] + if final_loss < 5.0: + print("✅ 训练完成,模型正常收敛!") + return True + else: + print("❌ 损失下降不明显,可能需要调整模型或超参数") + return False + +# 运行训练 +if __name__ == "__main__": + # 先测试单个decoder层的前向传播 + print("测试DecoderLayerWithCrossAttention前向传播...") + + # 创建测试数据 + batch_size, seq_len, hidden_size = 2, 64, 256 + decoder_input = torch.randn(seq_len, hidden_size) + memory = torch.randn(seq_len, hidden_size) + memory_mask = torch.ones(seq_len, seq_len) + + # 测试单层 + decoder_layer = DecoderLayerWithCrossAttention( + hidden_size=hidden_size, + attn_head_dim=64, + num_attention_heads=4 + ) + + input_dict = { + 'input_seq': decoder_input, + 'memory': memory, + 'memory_mask': memory_mask + } + + try: + output = decoder_layer(input_dict) + print("✅ DecoderLayer前向传播测试通过") + print(f"输入形状: {decoder_input.shape}") + print(f"输出形状: {output['input_seq'].shape}") + + # 运行完整训练 + success = train_decoder_model() + if success: + print("\n🎉 测试完成!DecoderLayerWithCrossAttention能够正常训练和收敛") + else: + print("\n⚠️ 训练过程中可能存在问题,建议检查模型结构或超参数") + + except Exception as e: + print(f"❌ 前向传播测试失败: {e}") \ No newline at end of file diff --git a/Amadeus/train_utils.py b/Amadeus/train_utils.py index 57fe28b..c6375da 100644 --- a/Amadeus/train_utils.py +++ b/Amadeus/train_utils.py @@ -228,19 +228,39 @@ class DiffusionLoss4CompoundToken(): loss = (token_loss * total_mask[mask_indices]).sum() / total_mask[mask_indices].sum() return loss - + + def get_aux_ar_nll_loss(self, logits, target, mask): + probs = logits.softmax(dim=-1) + if probs.ndim == 3: + probs = probs.flatten(0, 1) # [batch_size*seq_len x vocab_size] + if target.ndim == 2: + target = target.flatten(0, 1) # [batch_size*seq_len] + # clamp min value to 1e-7 to avoid log(0) + pt = probs[torch.arange(len(target)), target].clamp(1e-7, 1-1e-7) # [batch_size*seq_len] + loss = -self.alpha * (1-pt)**self.gamma * torch.log(pt) # [batch_size*seq_len] + loss = loss * mask.flatten(0, 1) # [batch_size*seq_len] + loss = loss.sum() / mask.sum() # calculating mean loss considering mask + return loss + def __call__(self, logits_dict, shifted_tgt, mask, mask_indices, p_mask, valid, input_dict=None,lambda_weight=0.5, tau=0.5): train_loss_list = [] log_loss_dict_normal = {} mask_indices = mask_indices.reshape(shifted_tgt.shape[0], shifted_tgt.shape[1], -1) p_mask = p_mask.reshape(shifted_tgt.shape[0], shifted_tgt.shape[1], -1) disp_loss = None + aux_ar_logits = None + # print(len(logits_dict)) + if len(logits_dict) == 2: # has aux ar loss + logits_dict, aux_ar_logits = logits_dict if input_dict is not None: hidden_vec =input_dict['hidden_vec'] #bs,seq_len,dim feat = hidden_vec.mean(dim=1) #bs,dim disp_loss = dispersive_loss(feat, tau=tau) # scalar for idx, key in enumerate(self.feature_list): training_loss = self.get_nll_loss(logits_dict[key], shifted_tgt[..., idx], mask, mask_indices[..., idx], p_mask[..., idx]) + if aux_ar_logits is not None: + aux_ar_loss = self.get_aux_ar_nll_loss(aux_ar_logits[key], shifted_tgt[..., idx], mask) + training_loss = 0.5 * training_loss + 0.5 * aux_ar_loss train_loss_list.append(training_loss) if valid: if key == 'type' or key == 'timesig': diff --git a/Amadeus/trainer_accelerate.py b/Amadeus/trainer_accelerate.py index 94054cf..ce31805 100644 --- a/Amadeus/trainer_accelerate.py +++ b/Amadeus/trainer_accelerate.py @@ -74,8 +74,8 @@ class LanguageModelTrainer: sampling_threshold: float, # Threshold for sampling decisions sampling_temperature: float, # Temperature for controlling sampling randomness config, # Configuration parameters (contains general, training, and inference settings) - model_checkpoint="wandb/run-20251025_104202-kd5cf5b3/files/checkpoints/iter42612_loss-8.9870.pt", # Path to a pre-trained model checkpoint (optional) - # model_checkpoint: Union[str, None] = None, # Path to a pre-trainmodl checkpoint (optional) + # model_checkpoint="wandb/run-20251114_151512-k21rnynj/files/checkpoints/iter104999_loss0.2490.pt", # Path to a pre-trained model checkpoint (optional) + model_checkpoint: Union[str, None] = None, # Path to a pre-trainmodl checkpoint (optional) ): # Save model, optimizer, and other configurations self.model = model @@ -892,6 +892,10 @@ class LanguageModelTrainer4CompoundToken(LanguageModelTrainer): segment, mask, caption,encoded_caption = batch input_seq, target = segment[:, :-1], segment[:, 1:] total_loss, logits_dict, loss_dict = self._get_loss_pred_from_single_batch(batch, valid=True) + try: + aux_ar_logits, logits_dict = logits_dict + except: + logits_dict = logits_dict probs_dict = {key:torch.softmax(value, dim=-1) for key, value in logits_dict.items()} num_nonmask_tokens = torch.sum(mask) input_seq = input_seq.to(self.device) diff --git a/Amadeus/transformer_utils.py b/Amadeus/transformer_utils.py index 8b970c3..b2001d9 100644 --- a/Amadeus/transformer_utils.py +++ b/Amadeus/transformer_utils.py @@ -729,11 +729,6 @@ class XtransformerNewPretrainingDecoder(nn.Module): ): super().__init__() self._make_decoder_layer(dim, depth, heads, dropout) - self.text_encoder = T5EncoderModel.from_pretrained('google/flan-t5-base') - # frozen text encoder - for param in self.text_encoder.parameters(): - param.requires_grad = False - def _make_decoder_layer(self, dim, depth, heads, dropout): self.transformer_decoder = Decoder( dim = dim, diff --git a/data_representation/octuple2tuneinidx.py b/data_representation/octuple2tuneinidx.py index 3b7f282..f2638c8 100644 --- a/data_representation/octuple2tuneinidx.py +++ b/data_representation/octuple2tuneinidx.py @@ -20,10 +20,22 @@ from concurrent.futures import ProcessPoolExecutor, as_completed from tqdm import tqdm from symusic import Score from miditok import Octuple, TokenizerConfig +from itertools import groupby, chain +from random import shuffle, seed lock = RLock() +def shuffled(seq): + shuffle(seq) + return seq + +def permute_inside_and_across_tracks(seq): + seq_sorted = sorted(seq, key=lambda x: x[5]) + tracks = [list(g) for _, g in groupby(seq_sorted, key=lambda x: x[5])] # 5 is program + return list(chain.from_iterable(shuffled(t) for t in shuffled(tracks))) + + def convert_event_dicts(dict_list): """ 将 event 词表列表按顺序转换为结构化输出 @@ -59,7 +71,7 @@ def convert_event_dicts(dict_list): return result -def process_single_midi(midi_path: str, tokenizer: Octuple, output_dir: str): +def process_single_midi(midi_path: str, tokenizer: Octuple, output_dir: str, whether_shuffle: bool): try: score = Score(midi_path, ttype="tick") @@ -71,6 +83,8 @@ def process_single_midi(midi_path: str, tokenizer: Octuple, output_dir: str): # 分词 tok_seq = tokenizer(score) token_ids = tok_seq.ids + if whether_shuffle: + token_ids = permute_inside_and_across_tracks(token_ids) # add sos token at the beginning vocab = tokenizer.vocab sos_token = [vocab[0]['BOS_None']] + [0] * (len(vocab) - 1) @@ -86,7 +100,7 @@ def process_single_midi(midi_path: str, tokenizer: Octuple, output_dir: str): print(f" × 处理文件时出错:{midi_path} -> {e}") -def preprocess_midi_directory(midi_dir: str, output_dir: str = "dataset_npz", num_threads: int = int(os.cpu_count() // 2)): +def preprocess_midi_directory(midi_dir: str, output_dir: str = "dataset_npz", num_threads: int = int(os.cpu_count() // 2), whether_shuffle: bool = False): # === 1. 初始化分词器并保存词表 === print("初始化分词器 Octuple...") config = TokenizerConfig( @@ -108,15 +122,20 @@ def preprocess_midi_directory(midi_dir: str, output_dir: str = "dataset_npz", nu os.makedirs(output_dir, exist_ok=True) # === 3. 收集 MIDI 文件 === - midi_paths = glob.glob(os.path.join(midi_dir, "**", "*.mid"), recursive=True) + \ - glob.glob(os.path.join(midi_dir, "**", "*.midi"), recursive=True) - midi_paths = list(midi_paths) + # midi_paths = glob.glob(os.path.join(midi_dir, "**", "*.mid"), recursive=True) + \ + # glob.glob(os.path.join(midi_dir, "**", "*.midi"), recursive=True) + # midi_paths = list(midi_paths) + midi_paths = [] + for root, _, files in os.walk(midi_dir): + for file in files: + if file.lower().endswith(('.mid', '.midi')): + midi_paths.append(os.path.join(root, file)) print(f"共发现 {len(midi_paths)} 个 MIDI 文件,使用 {num_threads} 个线程处理。\n") # === 4. 并行处理 === results = [] with ProcessPoolExecutor(max_workers=num_threads) as executor: - futures = {executor.submit(process_single_midi, path, tokenizer, output_dir): path for path in midi_paths} + futures = {executor.submit(process_single_midi, path, tokenizer, output_dir, whether_shuffle): path for path in midi_paths} for future in tqdm(as_completed(futures), total=len(futures)): res = future.result() @@ -128,8 +147,18 @@ def preprocess_midi_directory(midi_dir: str, output_dir: str = "dataset_npz", nu if __name__ == "__main__": + import argparse + midi_directory = "dataset/Melody" # 修改为你的 MIDI 文件目录 + + parser = argparse.ArgumentParser(description="MIDI 预处理脚本(并行版)") + parser.add_argument("--midi_dir", type=str, default=midi_directory, help="MIDI 文件目录") + parser.add_argument("--shuffle", action="store_true", help="是否在处理前打乱文件顺序") + dataset_name = midi_directory.split("/")[-1] tuneidx_prefix = f"dataset/represented_data/tuneidx/tuneidx_{dataset_name}/oct8" + + output_dir = tuneidx_prefix - preprocess_midi_directory(midi_directory, output_dir) \ No newline at end of file + args = parser.parse_args() + preprocess_midi_directory(midi_directory, output_dir, whether_shuffle=args.shuffle) \ No newline at end of file diff --git a/data_representation/permute.py b/data_representation/permute.py new file mode 100644 index 0000000..1e9946d --- /dev/null +++ b/data_representation/permute.py @@ -0,0 +1,39 @@ +from itertools import groupby, chain +from random import shuffle, seed + +def shuffled(seq): + shuffle(seq) + return seq + +def permute_inside_and_across_tracks(seq): + seq_sorted = sorted(seq, key=lambda x: x[5]) + tracks = [list(g) for _, g in groupby(seq_sorted, key=lambda x: x[5])] # 5 is program + return list(chain.from_iterable(shuffled(t) for t in shuffled(tracks))) + +# (PitchDrum, Position, Bar, Velocity, Duration, Program, Tempo, TimeSignature) +seq = [ + # Program 0 + (60, 0, 0, 90, 96, 0, 120, 16), + (64, 48,0, 88, 96, 0, 120, 16), + (67, 96,0, 92, 96, 0, 120, 16), + + # Program 32 + (40, 0, 0, 80, 192, 32, 120, 16), + (43, 0, 1, 78, 192, 32, 120, 16), + + # Program 40 + (72, 24,0, 85, 72, 40, 120, 16), + (74, 72,0, 83, 72, 40, 120, 16), + (76, 24,1, 86, 72, 40, 120, 16), +] + +# seed(42) + +inside_track_permuted_and_track_permuted = permute_inside_and_across_tracks(seq) + +print("原始 seq:") +for e in seq: + print(e) +print("\n打乱后的 seq:") +for e in inside_track_permuted_and_track_permuted: + print(e) diff --git a/data_representation/resample.py b/data_representation/resample.py new file mode 100644 index 0000000..ac0d771 --- /dev/null +++ b/data_representation/resample.py @@ -0,0 +1,634 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +基于token分布距离的重采样脚本 +读取octuple_token_analysis_report.json,计算每个数据与整体分布的距离, +按照距离加权采样,距离越远的越容易被采样 +""" + +import os +import numpy as np +from pathlib import Path +from collections import Counter +from tqdm import tqdm +import json +from scipy.stats import entropy, wasserstein_distance +from scipy.spatial.distance import jensenshannon +from concurrent.futures import ThreadPoolExecutor, as_completed +import multiprocessing as mp + +# Octuple的列名定义 +COLUMN_NAMES = [ + "pitch", # 0: Pitch/PitchDrum + "position", # 1: Position + "bar", # 2: Bar + "velocity", # 3: Velocity + "duration", # 4: Duration + "program", # 5: Program + "tempo", # 6: Tempo + "timesig" # 7: TimeSignature +] + + +def load_distribution_from_json(json_path): + """ + 从JSON文件中加载整体token分布 + + Args: + json_path: JSON文件路径 + + Returns: + dict: {column_name: {token: probability}} + """ + print(f"读取分布文件: {json_path}") + with open(json_path, 'r', encoding='utf-8') as f: + report = json.load(f) + + distributions = {} + columns = report.get('columns', {}) + + for col_name in COLUMN_NAMES: + if col_name not in columns: + print(f"警告: 列 {col_name} 不在报告中") + distributions[col_name] = {} + continue + + col_data = columns[col_name] + token_counts = col_data.get('token_counts', {}) + total_tokens = col_data.get('total_tokens', 1) + + # 转换为概率分布 + distribution = {} + for token_str, count in token_counts.items(): + token = int(token_str) + distribution[token] = count / total_tokens + + distributions[col_name] = distribution + print(f" 列 {col_name}: {len(distribution)} 个唯一token, 总token数: {total_tokens:,}") + + return distributions + + +def compute_data_distribution(data, col_idx): + """ + 计算单个数据在指定列的token分布 + + Args: + data: numpy数组 (num_tokens, num_columns) + col_idx: 列索引 + + Returns: + dict: {token: probability} + """ + if data.size == 0: + return {} + + tokens = data[:, col_idx] + unique, counts = np.unique(tokens, return_counts=True) + total = len(tokens) + + distribution = {} + for token, count in zip(unique, counts): + distribution[int(token)] = count / total + + return distribution + + +def compute_emd_distance(dist1, dist2): + """ + 使用推土机距离(Earth Mover's Distance / Wasserstein距离)计算两个分布之间的距离 + + Args: + dist1: 分布1,dict {token: probability},已归一化 + dist2: 分布2,dict {token: probability},已归一化 + + Returns: + float: EMD距离 + """ + # 获取所有token的并集,并排序 + all_tokens = sorted(set(dist1.keys()) | set(dist2.keys())) + + if not all_tokens: + return 0.0 + + # 构建概率向量和token值向量 + p_weights = np.array([dist1.get(token, 0.0) for token in all_tokens]) + q_weights = np.array([dist2.get(token, 0.0) for token in all_tokens]) + token_values = np.array(all_tokens, dtype=float) + + # 归一化(处理数值误差) + p_sum = p_weights.sum() + q_sum = q_weights.sum() + + if p_sum < 1e-10 or q_sum < 1e-10: + return 0.0 + + p_weights = p_weights / p_sum + q_weights = q_weights / q_sum + + # 使用Wasserstein距离(1-Wasserstein距离,即推土机距离) + # wasserstein_distance需要两个分布的样本值位置和权重 + # 对于离散分布,我们使用token值作为位置 + emd = wasserstein_distance(token_values, token_values, p_weights, q_weights) + + return emd + + +def compute_distribution_distance(dist1, dist2, method='emd'): + """ + 计算两个分布之间的距离 + + Args: + dist1: 分布1,dict {token: probability} + dist2: 分布2,dict {token: probability} + method: 距离计算方法,'emd' (推土机距离), 'js' (Jensen-Shannon) 或 'kl' (KL散度) + + Returns: + float: 分布距离 + """ + if method == 'emd': + return compute_emd_distance(dist1, dist2) + + # 获取所有token的并集 + all_tokens = set(dist1.keys()) | set(dist2.keys()) + + if not all_tokens: + return 0.0 + + # 构建概率向量 + p = np.array([dist1.get(token, 0.0) for token in all_tokens]) + q = np.array([dist2.get(token, 0.0) for token in all_tokens]) + + # 归一化(处理数值误差) + p = p / (p.sum() + 1e-10) + q = q / (q.sum() + 1e-10) + + if method == 'js': + # Jensen-Shannon散度(对称,范围[0, 1]) + return jensenshannon(p, q) + elif method == 'kl': + # KL散度(非对称,需要处理零值) + # 添加小的平滑项避免log(0) + p = p + 1e-10 + q = q + 1e-10 + p = p / p.sum() + q = q / q.sum() + return entropy(p, q) + else: + raise ValueError(f"未知的距离方法: {method}") + + +def extract_subdistribution(global_dist, data_tokens): + """ + 从全局分布中提取只包含数据中出现的token的子分布,并归一化 + + Args: + global_dist: 全局分布,dict {token: probability} + data_tokens: 数据中出现的token集合,set或list + + Returns: + dict: 子分布,dict {token: probability},已归一化 + """ + if not data_tokens or not global_dist: + return {} + + # 提取子分布 + sub_dist = {token: global_dist.get(token, 0.0) for token in data_tokens} + + # 归一化 + total = sum(sub_dist.values()) + if total < 1e-10: + return {} + + normalized_sub_dist = {token: prob / total for token, prob in sub_dist.items()} + + return normalized_sub_dist + + +def compute_data_distance(data, global_distributions, method='emd'): + """ + 计算单个数据与整体分布的距离 + 对每首歌,从数据集分布中找出和这首歌的分布包含的数据相同的子分布, + 都进行归一化然后计算推土机距离 + + Args: + data: numpy数组 (num_tokens, num_columns) 或文件路径(如果是延迟加载) + global_distributions: 整体分布,dict {column_name: {token: probability}} + method: 距离计算方法,'emd' (推土机距离), 'js' (Jensen-Shannon) 或 'kl' (KL散度) + + Returns: + float: 平均距离(跨所有列) + """ + # 如果data是路径,则加载它 + if isinstance(data, (str, Path)): + try: + data = np.load(data)['arr_0'] + except Exception as e: + # 不打印错误,让调用者处理 + raise RuntimeError(f"加载文件 {data} 时出错: {e}") + + distances = [] + + for col_idx, col_name in enumerate(COLUMN_NAMES): + # 计算该数据在该列的分布 + data_dist = compute_data_distribution(data, col_idx) + + # 获取整体分布 + global_dist = global_distributions.get(col_name, {}) + + if not data_dist or not global_dist: + continue + + # 从全局分布中提取只包含数据中出现的token的子分布 + data_tokens = set(data_dist.keys()) + sub_global_dist = extract_subdistribution(global_dist, data_tokens) + + if not sub_global_dist: + continue + + # 归一化数据分布 + data_dist_sum = sum(data_dist.values()) + if data_dist_sum < 1e-10: + continue + normalized_data_dist = {token: prob / data_dist_sum + for token, prob in data_dist.items()} + + # 计算距离(两个分布都已归一化) + dist = compute_distribution_distance(normalized_data_dist, sub_global_dist, method=method) + distances.append(dist) + + # 返回平均距离 + return np.mean(distances) if distances else 0.0 + + +def _load_single_file(npz_file): + """ + 加载单个npz文件的辅助函数(用于多线程) + + Args: + npz_file: npz文件路径 + + Returns: + tuple: (data, file_path) 或 None(如果加载失败) + """ + try: + data = np.load(npz_file)['arr_0'] + if data.ndim == 2: + return (data, npz_file) + elif data.ndim == 1: + print(f"警告: {npz_file} 是一维数组,跳过") + return None + except Exception as e: + print(f"错误: 加载 {npz_file} 时出错: {e}") + return None + + +def get_data_file_paths(data_dir): + """ + 获取所有数据文件路径(不加载数据) + + Args: + data_dir: 数据目录路径 + + Returns: + list: 文件路径列表 + """ + data_dir = Path(data_dir) + npz_files = [] + + if data_dir.exists(): + npz_files = sorted(list(data_dir.rglob("*.npz"))) + + if not npz_files: + print(f"警告: 在 {data_dir} 中未找到.npz文件") + return [] + + print(f"找到 {len(npz_files)} 个.npz文件") + return npz_files + + +def load_data_with_paths(data_dir, num_threads=None, lazy=False): + """ + 加载所有数据并返回数据路径列表(多线程版本) + + Args: + data_dir: 数据目录路径 + num_threads: 线程数,None表示使用CPU核心数 + lazy: 如果为True,只返回文件路径,不加载数据 + + Returns: + tuple: (data_list, file_paths_list) 或 (None, file_paths_list) 如果lazy=True + """ + data_dir = Path(data_dir) + npz_files = [] + + if data_dir.exists(): + npz_files = sorted(list(data_dir.rglob("*.npz"))) + + if not npz_files: + print(f"警告: 在 {data_dir} 中未找到.npz文件") + return [], [] + + if lazy: + print(f"找到 {len(npz_files)} 个.npz文件(延迟加载模式)") + return None, npz_files + + print(f"找到 {len(npz_files)} 个.npz文件,开始加载...") + + if num_threads is None: + num_threads = min(mp.cpu_count(), len(npz_files)) + + all_data = [] + file_paths = [] + + # 使用多线程加载文件 + with ThreadPoolExecutor(max_workers=num_threads) as executor: + futures = {executor.submit(_load_single_file, npz_file): npz_file + for npz_file in npz_files} + + for future in tqdm(as_completed(futures), total=len(futures), desc="加载数据"): + result = future.result() + if result is not None: + data, file_path = result + all_data.append(data) + file_paths.append(file_path) + + # 保持原始顺序 + if file_paths: + sorted_pairs = sorted(zip(file_paths, all_data), key=lambda x: str(x[0])) + file_paths, all_data = zip(*sorted_pairs) + file_paths = list(file_paths) + all_data = list(all_data) + + return all_data, file_paths + + +def weighted_resample(file_paths, distances, sample_ratio=0.3, method='js', lazy=True): + """ + 根据距离进行加权重采样 + + Args: + file_paths: 文件路径列表 + distances: 距离列表 + sample_ratio: 采样比例 + method: 距离计算方法(用于确定权重方向) + lazy: 如果为True,返回文件路径而不是数据 + + Returns: + tuple: (sampled_data_or_paths, sampled_paths, sampled_indices) + """ + n_samples = int(len(file_paths) * sample_ratio) + print(f"\n准备采样 {n_samples} 个数据 (占总数的 {sample_ratio*100:.1f}%)") + + # 将距离转换为权重 + # 距离越远,权重越大 + distances = np.array(distances) + + # 处理零距离或异常值 + min_dist = np.min(distances[distances > 0]) if np.any(distances > 0) else 1e-10 + distances = np.maximum(distances, min_dist * 0.1) + + # 归一化距离到[0, 1],然后转换为权重 + # 使用指数函数增强距离差异 + normalized_distances = (distances - distances.min()) / (distances.max() - distances.min() + 1e-10) + weights = np.exp(normalized_distances * 3) # 指数放大,使距离远的更容易被采样 + + # 归一化权重 + weights = weights / weights.sum() + + # 加权随机采样 + indices = np.arange(len(file_paths)) + sampled_indices = np.random.choice(indices, size=n_samples, replace=False, p=weights) + + sampled_paths = [file_paths[i] for i in sampled_indices] + + # 如果lazy=True,返回路径;否则加载数据 + if lazy: + sampled_data = sampled_paths # 返回路径,延迟加载 + else: + # 加载采样后的数据 + sampled_data = [] + for path in tqdm(sampled_paths, desc="加载采样数据"): + try: + data = np.load(path)['arr_0'] + sampled_data.append(data) + except Exception as e: + print(f"错误: 加载 {path} 时出错: {e}") + sampled_data.append(None) + + print(f"采样完成:") + print(f" 采样数据数量: {len(sampled_paths)}") + print(f" 平均距离: {distances[sampled_indices].mean():.6f}") + print(f" 最小距离: {distances[sampled_indices].min():.6f}") + print(f" 最大距离: {distances[sampled_indices].max():.6f}") + + return sampled_data, sampled_paths, sampled_indices + + +def _save_single_file(args_tuple): + """ + 保存单个文件的辅助函数(用于多线程) + 支持延迟加载:如果data是路径,则从文件加载 + + Args: + args_tuple: (data, original_path, output_dir) + + Returns: + tuple: (success, original_path) 或 (False, original_path, error_msg) + """ + data, original_path, output_dir = args_tuple + try: + # 如果data是路径,则加载它 + if isinstance(data, (str, Path)): + data = np.load(data)['arr_0'] + + # 保持相对路径结构 + relative_path = original_path.relative_to(original_path.parents[len(original_path.parts) - 3]) + output_path = output_dir / relative_path + output_path.parent.mkdir(parents=True, exist_ok=True) + + np.savez_compressed(output_path, data) + return (True, original_path) + except Exception as e: + error_msg = str(e) + print(f"错误: 保存 {original_path} 时出错: {error_msg}") + return (False, original_path, error_msg) + + +def save_sampled_data(sampled_data, sampled_paths, output_dir, num_threads=None): + """ + 保存采样后的数据(多线程版本) + + Args: + sampled_data: 采样后的数据列表 + sampled_paths: 采样后的文件路径列表 + output_dir: 输出目录 + num_threads: 线程数,None表示使用CPU核心数 + """ + output_dir = Path(output_dir) + output_dir.mkdir(parents=True, exist_ok=True) + + print(f"\n保存采样数据到: {output_dir}") + + if num_threads is None: + num_threads = min(mp.cpu_count(), len(sampled_data)) + + # 准备参数 + save_args = [(data, original_path, output_dir) + for data, original_path in zip(sampled_data, sampled_paths)] + + # 使用多线程保存文件 + success_count = 0 + with ThreadPoolExecutor(max_workers=num_threads) as executor: + # 提交所有任务 + futures = [executor.submit(_save_single_file, args) + for args in save_args] + + # 收集结果 + for future in tqdm(as_completed(futures), total=len(futures), desc="保存数据"): + try: + result = future.result(timeout=300) # 设置超时避免卡死 + if isinstance(result, tuple) and len(result) >= 2: + success = result[0] + if success: + success_count += 1 + except Exception as e: + print(f"错误: 获取保存结果时出错: {e}") + + print(f"保存完成,共保存 {success_count}/{len(sampled_data)} 个文件") + + +def main(): + """主函数""" + import argparse + + parser = argparse.ArgumentParser(description="基于token分布距离的重采样") + parser.add_argument("--json_path", type=str, + default="octuple_token_analysis_report.json", + help="token分析报告JSON文件路径") + parser.add_argument("--data_dir", type=str, + default="dataset/represented_data/tuneidx/tuneidx_msmidi/oct8", + help="数据目录路径") + parser.add_argument("--output_dir", type=str, + default="dataset/represented_data/tuneidx/tuneidx_msmidi/oct8_resampled", + help="输出目录路径") + parser.add_argument("--sample_ratio", type=float, default=0.3, + help="采样比例 (默认: 0.3)") + parser.add_argument("--distance_method", type=str, default="emd", + choices=["emd", "js", "kl"], + help="距离计算方法: 'emd' (推土机距离/EMD), 'js' (Jensen-Shannon) 或 'kl' (KL散度)") + parser.add_argument("--seed", type=int, default=42, + help="随机种子") + parser.add_argument("--num_threads", type=int, default=1, + help="线程数,None表示使用CPU核心数 (默认: None)") + + args = parser.parse_args() + + # 设置随机种子 + np.random.seed(args.seed) + + # 1. 加载整体分布 + global_distributions = load_distribution_from_json(args.json_path) + + # 2. 获取所有数据文件路径(延迟加载模式,避免一次性加载所有数据) + _, file_paths = load_data_with_paths(args.data_dir, lazy=True) + + if not file_paths: + print("错误: 未找到任何数据文件") + return + + print(f"\n共找到 {len(file_paths)} 个数据文件") + + # 3. 计算每个数据与整体分布的距离(多线程版本,延迟加载) + print("\n计算每个数据与整体分布的距离(延迟加载模式)...") + + def _compute_distance_wrapper(args_tuple): + """计算距离的包装函数(用于多线程,支持延迟加载)""" + idx, file_path, global_dists, method = args_tuple + try: + distance = compute_data_distance(file_path, global_dists, method=method) + return (idx, distance, None) + except Exception as e: + return (idx, 0.0, str(e)) + + if args.num_threads is None: + num_threads = min(mp.cpu_count(), len(file_paths)) + else: + num_threads = args.num_threads + + # 准备参数(使用文件路径而不是数据,包含索引) + distance_args = [(i, file_path, global_distributions, args.distance_method) + for i, file_path in enumerate(file_paths)] + + # 使用多线程计算距离(按需加载数据) + # 初始化结果列表,保持顺序 + distances = [0.0] * len(file_paths) + + with ThreadPoolExecutor(max_workers=num_threads) as executor: + # 提交所有任务 + futures = [executor.submit(_compute_distance_wrapper, args) + for args in distance_args] + + # 收集结果,使用 tqdm 显示进度 + for future in tqdm(as_completed(futures), total=len(futures), desc="计算距离"): + try: + idx, distance, error = future.result(timeout=300) # 设置超时避免卡死 + distances[idx] = distance + if error: + print(f"警告: 计算距离时出错 (索引 {idx}): {error}") + except Exception as e: + print(f"错误: 获取结果时出错: {e}") + # 如果无法获取结果,保持默认值 0.0 + + distances = np.array(distances) + print(f"\n距离统计:") + print(f" 平均距离: {distances.mean():.6f}") + print(f" 最小距离: {distances.min():.6f}") + print(f" 最大距离: {distances.max():.6f}") + print(f" 标准差: {distances.std():.6f}") + + # 4. 根据距离进行加权采样(延迟加载模式) + sampled_data, sampled_paths, sampled_indices = weighted_resample( + file_paths, distances, + sample_ratio=args.sample_ratio, + method=args.distance_method, + lazy=True # 使用延迟加载,避免重复加载数据 + ) + + # 5. 保存采样结果(多线程,延迟加载) + save_sampled_data(sampled_data, sampled_paths, args.output_dir, num_threads=args.num_threads) + + # 6. 保存采样索引(可选,用于后续分析) + indices_file = Path(args.output_dir) / "sampled_indices.npy" + np.save(indices_file, sampled_indices) + print(f"\n采样索引已保存到: {indices_file}") + + # 保存采样信息 + info = { + "total_samples": len(file_paths), + "sampled_samples": len(sampled_data), + "sample_ratio": args.sample_ratio, + "distance_method": args.distance_method, + "distance_stats": { + "mean": float(distances.mean()), + "min": float(distances.min()), + "max": float(distances.max()), + "std": float(distances.std()) + }, + "sampled_distance_stats": { + "mean": float(distances[sampled_indices].mean()), + "min": float(distances[sampled_indices].min()), + "max": float(distances[sampled_indices].max()), + "std": float(distances[sampled_indices].std()) + } + } + + info_file = Path(args.output_dir) / "resample_info.json" + with open(info_file, 'w', encoding='utf-8') as f: + json.dump(info, f, indent=2, ensure_ascii=False) + print(f"采样信息已保存到: {info_file}") + + +if __name__ == "__main__": + main() + diff --git a/data_representation/resampleV2.py b/data_representation/resampleV2.py new file mode 100644 index 0000000..c3ca13a --- /dev/null +++ b/data_representation/resampleV2.py @@ -0,0 +1,472 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +基于position和duration token的重采样脚本V2 +对于每首歌: +1. 如果包含的position和duration不在总数据集前3个,则必定采样 +2. 对于包含的,以某个固定的百分比采样 +3. 两个条件满足一个即可 +""" + +import os +import numpy as np +from pathlib import Path +from collections import Counter +from tqdm import tqdm +import json +from concurrent.futures import ThreadPoolExecutor, as_completed +import multiprocessing as mp + +# Octuple的列名定义 +COLUMN_NAMES = [ + "pitch", # 0: Pitch/PitchDrum + "position", # 1: Position + "bar", # 2: Bar + "velocity", # 3: Velocity + "duration", # 4: Duration + "program", # 5: Program + "tempo", # 6: Tempo + "timesig" # 7: TimeSignature +] + + +def load_top_tokens_from_json(json_path, column_name, top_k=3): + """ + 从JSON文件中加载指定列的前top_k个最常见的token + + Args: + json_path: JSON文件路径 + column_name: 列名(如'position'或'duration') + top_k: 返回前k个最常见的token + + Returns: + set: 前top_k个最常见的token集合 + """ + print(f"读取分布文件: {json_path}") + with open(json_path, 'r', encoding='utf-8') as f: + report = json.load(f) + + columns = report.get('columns', {}) + + if column_name not in columns: + print(f"警告: 列 {column_name} 不在报告中") + return set() + + col_data = columns[column_name] + token_counts = col_data.get('token_counts', {}) + + # 按出现次数排序,获取前top_k个 + sorted_tokens = sorted(token_counts.items(), key=lambda x: int(x[1]), reverse=True) + top_tokens = {int(token_str) for token_str, _ in sorted_tokens[:top_k]} + + print(f" 列 {column_name} 的前{top_k}个最常见token: {sorted(top_tokens)}") + + return top_tokens + + +def get_data_tokens(data, col_idx): + """ + 获取单个数据在指定列的所有唯一token + + Args: + data: numpy数组 (num_tokens, num_columns) 或文件路径 + col_idx: 列索引 + + Returns: + set: 唯一token集合 + """ + # 如果data是路径,则加载它 + if isinstance(data, (str, Path)): + try: + data = np.load(data)['arr_0'] + except Exception as e: + raise RuntimeError(f"加载文件 {data} 时出错: {e}") + + if data.size == 0: + return set() + + tokens = data[:, col_idx] + unique_tokens = set(int(token) for token in np.unique(tokens)) + + return unique_tokens + + +def should_sample_song(data, top_position_tokens, top_duration_tokens, + contain_sample_ratio=0.3, not_contain_sample_ratio=0.9, rng=None): + """ + 判断一首歌是否应该被采样 + + Args: + data: numpy数组 (num_tokens, num_columns) 或文件路径 + top_position_tokens: position列的前3个最常见token集合 + top_duration_tokens: duration列的前3个最常见token集合 + contain_sample_ratio: 对于包含前3个token的歌曲,采样比例 + not_contain_sample_ratio: 对于不包含前3个token的歌曲,采样比例(更高概率) + rng: 随机数生成器,如果为None则使用全局的np.random + + Returns: + tuple: (是否应该采样, 是否在前3个) - 在前3个指position和duration都在前3个 + """ + # 获取position和duration列的唯一token + position_idx = COLUMN_NAMES.index("position") + duration_idx = COLUMN_NAMES.index("duration") + + position_tokens = get_data_tokens(data, position_idx) + duration_tokens = get_data_tokens(data, duration_idx) + + # 判断是否在前3个 + position_in_top3 = bool(position_tokens & top_position_tokens) + duration_in_top3 = bool(duration_tokens & top_duration_tokens) + in_top3 = position_in_top3 and duration_in_top3 + + if rng is None: + rng = np.random + + # 条件1: 如果position或duration不包含前3个token,以更高概率采样 + if not position_in_top3 or not duration_in_top3: + should_sample = rng.random() < not_contain_sample_ratio + return should_sample, False + + # 条件2: 如果包含前3个token,则以固定百分比采样 + should_sample = rng.random() < contain_sample_ratio + return should_sample, True + + +def _load_single_file(npz_file): + """ + 加载单个npz文件的辅助函数(用于多线程) + + Args: + npz_file: npz文件路径 + + Returns: + tuple: (data, file_path) 或 None(如果加载失败) + """ + try: + data = np.load(npz_file)['arr_0'] + if data.ndim == 2: + return (data, npz_file) + elif data.ndim == 1: + print(f"警告: {npz_file} 是一维数组,跳过") + return None + except Exception as e: + print(f"错误: 加载 {npz_file} 时出错: {e}") + return None + + +def get_data_file_paths(data_dir): + """ + 获取所有数据文件路径(不加载数据) + + Args: + data_dir: 数据目录路径 + + Returns: + list: 文件路径列表 + """ + data_dir = Path(data_dir) + npz_files = [] + + if data_dir.exists(): + npz_files = sorted(list(data_dir.rglob("*.npz"))) + + if not npz_files: + print(f"警告: 在 {data_dir} 中未找到.npz文件") + return [] + + print(f"找到 {len(npz_files)} 个.npz文件") + return npz_files + + +def resample_songs(file_paths, top_position_tokens, top_duration_tokens, + contain_sample_ratio=0.3, not_contain_sample_ratio=0.9, + num_threads=None, seed=42): + """ + 根据新逻辑进行重采样 + + Args: + file_paths: 文件路径列表 + top_position_tokens: position列的前3个最常见token集合 + top_duration_tokens: duration列的前3个最常见token集合 + contain_sample_ratio: 对于包含前3个token的歌曲,采样比例 + not_contain_sample_ratio: 对于不包含前3个token的歌曲,采样比例(更高概率) + num_threads: 线程数,None表示使用CPU核心数 + seed: 随机种子 + + Returns: + tuple: (sampled_paths, sampled_indices, stats) + """ + import threading + + # 为每个线程创建独立的随机数生成器 + thread_local = threading.local() + + def get_thread_rng(): + """获取当前线程的随机数生成器""" + if not hasattr(thread_local, 'rng'): + # 使用线程ID和种子创建独立的随机数生成器 + thread_id = threading.current_thread().ident + thread_local.rng = np.random.RandomState(seed + hash(thread_id) % 1000000) + return thread_local.rng + + if num_threads is None: + num_threads = min(mp.cpu_count(), len(file_paths)) + + print(f"\n开始重采样,使用 {num_threads} 个线程...") + print(f" 包含前3个token的采样比例: {contain_sample_ratio*100:.1f}%") + print(f" 不包含前3个token的采样比例: {not_contain_sample_ratio*100:.1f}%") + + def _should_sample_wrapper(args_tuple): + """判断是否采样的包装函数(用于多线程)""" + file_path, top_pos, top_dur, contain_ratio, not_contain_ratio = args_tuple + try: + # 使用线程本地的随机数生成器 + thread_rng = get_thread_rng() + should_sample, in_top3 = should_sample_song( + file_path, top_pos, top_dur, contain_ratio, not_contain_ratio, thread_rng + ) + return (file_path, should_sample, in_top3, None) + except Exception as e: + return (file_path, False, False, str(e)) + + # 准备参数 + sample_args = [(file_path, top_position_tokens, top_duration_tokens, + contain_sample_ratio, not_contain_sample_ratio) + for file_path in file_paths] + + # 使用多线程判断每首歌是否应该采样 + sampled_paths = [] + sampled_indices = [] + stats = { + 'not_in_top3_count': 0, # 不在前3个的歌曲数量 + 'not_in_top3_sampled': 0, # 不在前3个且被采样的歌曲数量 + 'in_top3_count': 0, # 在前3个的歌曲数量 + 'in_top3_sampled': 0 # 在前3个且被采样的歌曲数量 + } + + # 限制并发任务数量,避免一次性提交过多任务 + batch_size = min(1000, len(file_paths)) + results = {} + + with ThreadPoolExecutor(max_workers=num_threads) as executor: + # 分批提交任务 + for batch_start in range(0, len(sample_args), batch_size): + batch_end = min(batch_start + batch_size, len(sample_args)) + batch_args = sample_args[batch_start:batch_end] + + futures = {executor.submit(_should_sample_wrapper, args): args[0] + for args in batch_args} + + # 收集结果 + for future in tqdm(as_completed(futures), total=len(futures), + desc=f"判断采样 [{batch_start+1}-{batch_end}/{len(file_paths)}]", + leave=False): + try: + file_path, should_sample, in_top3, error = future.result(timeout=60) + results[file_path] = (should_sample, in_top3, error) + if error: + print(f"警告: 处理 {file_path} 时出错: {error}") + except Exception as e: + print(f"错误: 获取结果时出错: {e}") + + # 按原始顺序处理结果,并统计 + for idx, file_path in enumerate(file_paths): + if file_path not in results: + continue + + should_sample, in_top3, error = results[file_path] + if error: + continue + + # 统计信息 + if in_top3: + stats['in_top3_count'] += 1 + if should_sample: + stats['in_top3_sampled'] += 1 + else: + stats['not_in_top3_count'] += 1 + if should_sample: + stats['not_in_top3_sampled'] += 1 + + if should_sample: + sampled_paths.append(file_path) + sampled_indices.append(idx) + + print(f"\n采样完成:") + print(f" 总歌曲数: {len(file_paths)}") + print(f" 采样歌曲数: {len(sampled_paths)}") + print(f" 采样比例: {len(sampled_paths)/len(file_paths)*100:.2f}%") + print(f" 不在前3个的歌曲数: {stats['not_in_top3_count']}") + print(f" 不在前3个且被采样的歌曲数: {stats['not_in_top3_sampled']}") + if stats['not_in_top3_count'] > 0: + print(f" 不在前3个的歌曲采样比例: {stats['not_in_top3_sampled']/stats['not_in_top3_count']*100:.2f}%") + print(f" 在前3个的歌曲数: {stats['in_top3_count']}") + print(f" 在前3个且被采样的歌曲数: {stats['in_top3_sampled']}") + if stats['in_top3_count'] > 0: + print(f" 在前3个的歌曲采样比例: {stats['in_top3_sampled']/stats['in_top3_count']*100:.2f}%") + + return sampled_paths, sampled_indices, stats + + +def _save_single_file(args_tuple): + """ + 保存单个文件的辅助函数(用于多线程) + 支持延迟加载:如果data是路径,则从文件加载 + + Args: + args_tuple: (data, original_path, output_dir) + + Returns: + tuple: (success, original_path) 或 (False, original_path, error_msg) + """ + data, original_path, output_dir = args_tuple + try: + # 如果data是路径,则加载它 + if isinstance(data, (str, Path)): + data = np.load(data)['arr_0'] + + # 保持相对路径结构 + relative_path = original_path.relative_to(original_path.parents[len(original_path.parts) - 3]) + output_path = output_dir / relative_path + output_path.parent.mkdir(parents=True, exist_ok=True) + + np.savez_compressed(output_path, data) + return (True, original_path) + except Exception as e: + error_msg = str(e) + print(f"错误: 保存 {original_path} 时出错: {error_msg}") + return (False, original_path, error_msg) + + +def save_sampled_data(sampled_data, sampled_paths, output_dir, num_threads=None): + """ + 保存采样后的数据(多线程版本) + + Args: + sampled_data: 采样后的数据列表 + sampled_paths: 采样后的文件路径列表 + output_dir: 输出目录 + num_threads: 线程数,None表示使用CPU核心数 + """ + output_dir = Path(output_dir) + output_dir.mkdir(parents=True, exist_ok=True) + + print(f"\n保存采样数据到: {output_dir}") + + if num_threads is None: + num_threads = min(mp.cpu_count(), len(sampled_data)) + + # 准备参数 + save_args = [(data, original_path, output_dir) + for data, original_path in zip(sampled_data, sampled_paths)] + + # 使用多线程保存文件 + success_count = 0 + with ThreadPoolExecutor(max_workers=num_threads) as executor: + # 提交所有任务 + futures = [executor.submit(_save_single_file, args) + for args in save_args] + + # 收集结果 + for future in tqdm(as_completed(futures), total=len(futures), desc="保存数据"): + try: + result = future.result(timeout=300) # 设置超时避免卡死 + if isinstance(result, tuple) and len(result) >= 2: + success = result[0] + if success: + success_count += 1 + except Exception as e: + print(f"错误: 获取保存结果时出错: {e}") + + print(f"保存完成,共保存 {success_count}/{len(sampled_data)} 个文件") + + +def main(): + """主函数""" + import argparse + + parser = argparse.ArgumentParser(description="基于position和duration token的重采样V2") + parser.add_argument("--json_path", type=str, + default="octuple_token_analysis_report.json", + help="token分析报告JSON文件路径") + parser.add_argument("--data_dir", type=str, + default="dataset/represented_data/tuneidx/tuneidx_msmidi/oct8", + help="数据目录路径") + parser.add_argument("--output_dir", type=str, + default="dataset/represented_data/tuneidx/tuneidx_msmidi/oct8_resampled_v2", + help="输出目录路径") + parser.add_argument("--contain_sample_ratio", type=float, default=0.1, + help="对于包含前3个token的歌曲,采样比例 (默认: 0.1)") + parser.add_argument("--not_contain_sample_ratio", type=float, default=0.9, + help="对于不包含前3个token的歌曲,采样比例 (默认: 0.9)") + parser.add_argument("--top_k", type=int, default=3, + help="使用前k个最常见的token (默认: 3)") + parser.add_argument("--seed", type=int, default=42, + help="随机种子") + parser.add_argument("--num_threads", type=int, default=None, + help="线程数,None表示使用CPU核心数 (默认: None)") + + args = parser.parse_args() + + # 1. 加载position和duration的前top_k个最常见token + top_position_tokens = load_top_tokens_from_json( + args.json_path, "position", top_k=args.top_k + ) + top_duration_tokens = load_top_tokens_from_json( + args.json_path, "duration", top_k=args.top_k + ) + + if not top_position_tokens or not top_duration_tokens: + print("错误: 无法加载前top_k个token") + return + + # 2. 获取所有数据文件路径 + file_paths = get_data_file_paths(args.data_dir) + + if not file_paths: + print("错误: 未找到任何数据文件") + return + + print(f"\n共找到 {len(file_paths)} 个数据文件") + + # 3. 根据新逻辑进行重采样 + sampled_paths, sampled_indices, stats = resample_songs( + file_paths, + top_position_tokens, + top_duration_tokens, + contain_sample_ratio=args.contain_sample_ratio, + not_contain_sample_ratio=args.not_contain_sample_ratio, + num_threads=args.num_threads, + seed=args.seed + ) + + # 4. 保存采样结果(延迟加载) + sampled_data = sampled_paths # 使用路径,延迟加载 + save_sampled_data(sampled_data, sampled_paths, args.output_dir, num_threads=args.num_threads) + + # 5. 保存采样索引(可选,用于后续分析) + indices_file = Path(args.output_dir) / "sampled_indices.npy" + np.save(indices_file, np.array(sampled_indices)) + print(f"\n采样索引已保存到: {indices_file}") + + # 6. 保存采样信息 + info = { + "total_samples": len(file_paths), + "sampled_samples": len(sampled_paths), + "contain_sample_ratio": args.contain_sample_ratio, + "not_contain_sample_ratio": args.not_contain_sample_ratio, + "top_k": args.top_k, + "top_position_tokens": sorted(list(top_position_tokens)), + "top_duration_tokens": sorted(list(top_duration_tokens)), + "stats": stats + } + + info_file = Path(args.output_dir) / "resample_info.json" + with open(info_file, 'w', encoding='utf-8') as f: + json.dump(info, f, indent=2, ensure_ascii=False) + print(f"采样信息已保存到: {info_file}") + + +if __name__ == "__main__": + main() + diff --git a/data_representation/test.py b/data_representation/test.py index 08dafa7..dd5d576 100644 --- a/data_representation/test.py +++ b/data_representation/test.py @@ -1,14 +1,282 @@ +#!/usr/bin/env python3 +# -*- coding: utf-8 -*- +""" +统计octuple分词结果中每一列每个token的出现次数,并生成分析报告 +""" + +import os import numpy as np +from pathlib import Path +from collections import defaultdict, Counter +from tqdm import tqdm +import json -# 读取 npz 文件 -data = np.load("dataset/represented_data/tuneidx/tuneidx_Melody/octuple8/AIDemo-recuKqEwVxsfij.npz", allow_pickle=True) +# Octuple的列名定义 +COLUMN_NAMES = [ + "pitch", # 0: Pitch/PitchDrum + "position", # 1: Position + "bar", # 2: Bar + "velocity", # 3: Velocity + "duration", # 4: Duration + "program", # 5: Program + "tempo", # 6: Tempo + "timesig" # 7: TimeSignature +] -# 查看保存的键 -print(data.files) -# 输出:['filename', 'sequence'] -# 访问数据 -sequence = data["arr_0"] +def load_octuple_data(data_dir): + """ + 加载所有octuple分词后的.npz文件 + + Args: + data_dir: 数据目录路径,可以是单个目录或包含多个子目录的根目录 + + Returns: + list: 所有加载的numpy数组列表 + """ + data_dir = Path(data_dir) + npz_files = [] + + # 如果目录存在,查找所有.npz文件 + if data_dir.exists(): + npz_files = list(data_dir.rglob("*.npz")) + + if not npz_files: + print(f"警告: 在 {data_dir} 中未找到.npz文件") + return [] + + print(f"找到 {len(npz_files)} 个.npz文件,开始加载...") + + all_data = [] + for npz_file in tqdm(npz_files, desc="加载数据"): + try: + data = np.load(npz_file)['arr_0'] + # 确保数据是二维数组 (num_tokens, num_columns) + if data.ndim == 2: + all_data.append(data) + elif data.ndim == 1: + # 如果是一维,可能需要reshape,但octuple应该是二维的 + print(f"警告: {npz_file} 是一维数组,跳过") + except Exception as e: + print(f"错误: 加载 {npz_file} 时出错: {e}") + continue + + return all_data + + +def count_tokens_by_column(all_data): + """ + 统计每一列每个token的出现次数 + + Args: + all_data: 所有数据的列表,每个元素是一个numpy数组 (num_tokens, num_columns) + + Returns: + dict: {column_index: Counter({token_value: count})} + """ + column_counters = defaultdict(Counter) + + print("统计token出现次数...") + for data in tqdm(all_data, desc="处理数据"): + if data.size == 0: + continue + + num_columns = data.shape[1] if data.ndim == 2 else 1 + + for col_idx in range(num_columns): + if data.ndim == 2: + tokens = data[:, col_idx] + else: + tokens = data + + # 统计该列中每个token的出现次数 + unique, counts = np.unique(tokens, return_counts=True) + for token, count in zip(unique, counts): + column_counters[col_idx][int(token)] += int(count) + + return dict(column_counters) + + +def generate_report(column_counters, output_file=None): + """ + 生成分析报告 + + Args: + column_counters: 统计结果字典 + output_file: 输出文件路径(可选) + """ + report_lines = [] + report_lines.append("=" * 80) + report_lines.append("OCTUPLE分词结果统计分析报告") + report_lines.append("=" * 80) + report_lines.append("") + + # 总体统计 + total_tokens = sum(sum(counter.values()) for counter in column_counters.values()) + report_lines.append(f"总token数: {total_tokens:,}") + report_lines.append(f"分析的列数: {len(column_counters)}") + report_lines.append("") + + # 每一列的详细统计 + for col_idx in sorted(column_counters.keys()): + counter = column_counters[col_idx] + col_name = COLUMN_NAMES[col_idx] if col_idx < len(COLUMN_NAMES) else f"column_{col_idx}" + + report_lines.append("-" * 80) + report_lines.append(f"列 {col_idx}: {col_name}") + report_lines.append("-" * 80) + + total_in_column = sum(counter.values()) + unique_tokens = len(counter) + min_token = min(counter.keys()) if counter else 0 + max_token = max(counter.keys()) if counter else 0 + + report_lines.append(f" 总token数: {total_in_column:,}") + report_lines.append(f" 唯一token数: {unique_tokens:,}") + report_lines.append(f" Token值范围: [{min_token}, {max_token}]") + report_lines.append(f" 平均出现次数: {total_in_column / unique_tokens:.2f}" if unique_tokens > 0 else " 平均出现次数: N/A") + report_lines.append("") + + # Top 20 最常见的token + report_lines.append(f" Top 20 最常见的token:") + top_tokens = counter.most_common(20) + for rank, (token, count) in enumerate(top_tokens, 1): + percentage = (count / total_in_column * 100) if total_in_column > 0 else 0 + report_lines.append(f" {rank:2d}. Token {token:6d}: {count:10,} 次 ({percentage:5.2f}%)") + report_lines.append("") + + # Top 20 最不常见的token(出现次数>0的) + report_lines.append(f" Top 20 最不常见的token (出现次数>0):") + bottom_tokens = counter.most_common()[-20:] + bottom_tokens.reverse() + for rank, (token, count) in enumerate(bottom_tokens, 1): + percentage = (count / total_in_column * 100) if total_in_column > 0 else 0 + report_lines.append(f" {rank:2d}. Token {token:6d}: {count:10,} 次 ({percentage:5.2f}%)") + report_lines.append("") + + # 分布统计 + counts_list = list(counter.values()) + if counts_list: + report_lines.append(f" 分布统计:") + report_lines.append(f" 最小出现次数: {min(counts_list):,}") + report_lines.append(f" 最大出现次数: {max(counts_list):,}") + report_lines.append(f" 中位数出现次数: {np.median(counts_list):,.0f}") + report_lines.append(f" 标准差: {np.std(counts_list):,.2f}") + report_lines.append("") + + # 跨列分析 + report_lines.append("=" * 80) + report_lines.append("跨列分析") + report_lines.append("=" * 80) + report_lines.append("") + + for col_idx in sorted(column_counters.keys()): + counter = column_counters[col_idx] + col_name = COLUMN_NAMES[col_idx] if col_idx < len(COLUMN_NAMES) else f"column_{col_idx}" + total_in_column = sum(counter.values()) + percentage = (total_in_column / total_tokens * 100) if total_tokens > 0 else 0 + report_lines.append(f" {col_name:12s}: {total_in_column:12,} tokens ({percentage:5.2f}%)") + + report_lines.append("") + report_lines.append("=" * 80) + report_lines.append("报告生成完成") + report_lines.append("=" * 80) + + # 输出报告 + report_text = "\n".join(report_lines) + print("\n" + report_text) + + # 保存到文件 + if output_file: + output_path = Path(output_file) + output_path.parent.mkdir(parents=True, exist_ok=True) + with open(output_path, 'w', encoding='utf-8') as f: + f.write(report_text) + print(f"\n报告已保存到: {output_path}") + + # 同时保存JSON格式的详细数据 + if output_file: + json_output = output_path.with_suffix('.json') + json_data = { + 'summary': { + 'total_tokens': total_tokens, + 'num_columns': len(column_counters) + }, + 'columns': {} + } + + for col_idx in sorted(column_counters.keys()): + counter = column_counters[col_idx] + col_name = COLUMN_NAMES[col_idx] if col_idx < len(COLUMN_NAMES) else f"column_{col_idx}" + json_data['columns'][col_name] = { + 'total_tokens': sum(counter.values()), + 'unique_tokens': len(counter), + 'token_counts': dict(counter), + 'top_20': dict(counter.most_common(20)), + 'bottom_20': dict(counter.most_common()[-20:]) + } + + with open(json_output, 'w', encoding='utf-8') as f: + json.dump(json_data, f, indent=2, ensure_ascii=False) + print(f"详细数据已保存到: {json_output}") + + +def main(): + """主函数""" + # 默认数据目录 - 可以根据需要修改 + default_data_dir = "dataset/represented_data/tuneidx/tuneidx_msmidi" + + # 可以指定具体的数据目录,例如: + data_dir = "dataset/represented_data/tuneidx/tuneidx_msmidi/oct8_resampled_v2" + # 或者使用默认目录扫描所有oct8目录 + + # import sys + # if len(sys.argv) > 1: + # data_dir = sys.argv[1] + # else: + # # 自动查找所有oct8目录 + # base_dir = Path(default_data_dir) + # oct8_dirs = list(base_dir.rglob("oct8")) + # if oct8_dirs: + # print(f"找到以下oct8目录:") + # for i, d in enumerate(oct8_dirs, 1): + # print(f" {i}. {d}") + # if len(oct8_dirs) == 1: + # data_dir = str(oct8_dirs[0]) + # print(f"\n使用目录: {data_dir}") + # else: + # # 使用第一个找到的目录,或者合并所有目录 + # print(f"\n使用第一个目录: {oct8_dirs[0]}") + # print("如需分析其他目录,请指定路径作为参数") + # data_dir = str(oct8_dirs[0]) + # else: + # data_dir = default_data_dir + # print(f"未找到oct8目录,使用默认目录: {data_dir}") + + # 加载数据 + all_data = load_octuple_data(data_dir) + + if not all_data: + print("错误: 未加载到任何数据") + return + + # 检查数据格式 + if all_data: + sample = all_data[0] + print(f"\n数据格式检查:") + print(f" 样本形状: {sample.shape}") + print(f" 样本数据类型: {sample.dtype}") + print(f" 列数: {sample.shape[1] if sample.ndim == 2 else 1}") + print() + + # 统计token出现次数 + column_counters = count_tokens_by_column(all_data) + + # 生成报告 + output_file = "octuple_token_analysis_report_part.txt" + generate_report(column_counters, output_file) + + +if __name__ == "__main__": + main() -print("token 序列长度:", len(sequence)) -print("前 20 个 token:", sequence[:20]) \ No newline at end of file diff --git a/dllm/.gitignore b/dllm/.gitignore new file mode 100644 index 0000000..2a16347 --- /dev/null +++ b/dllm/.gitignore @@ -0,0 +1,139 @@ +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.idea +.Python +build/ +develop-eggs/ +dist/ +downloads/ +applications/DeepSpeed-Chat/data +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +pip-wheel-metadata/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +.python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# Others +/.vscode/ +/tmp/ +/data/ +/wandb/ +/logs/ +/models*/ diff --git a/dllm/.gitmodules b/dllm/.gitmodules new file mode 100644 index 0000000..39e556f --- /dev/null +++ b/dllm/.gitmodules @@ -0,0 +1,4 @@ +[submodule "lm-evaluation-harness"] + path = lm-evaluation-harness + url = https://github.com/ZHZisZZ/lm-evaluation-harness + branch = dllm \ No newline at end of file diff --git a/dllm/LICENSE b/dllm/LICENSE new file mode 100644 index 0000000..960d805 --- /dev/null +++ b/dllm/LICENSE @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2025 Zhanhui Zhou + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/dllm/README.md b/dllm/README.md new file mode 100644 index 0000000..9c7eb8f --- /dev/null +++ b/dllm/README.md @@ -0,0 +1,283 @@ +

dLLM

+ +

+Simple Diffusion Language Modeling +

+ +

+dLLM logo +

+ + +## Overview +**dLLM** is a library that unifies the training and evaluation of **diffusion language models**, bringing transparency and reproducibility to the entire development pipeline: + + + +- dLLM provides scalable training pipelines (inspired by [`transformers`](https://github.com/huggingface/transformers/blob/main/src/transformers) [Trainer](https://github.com/huggingface/transformers/blob/main/src/transformers/trainer.py)), with support for [LoRA](https://github.com/huggingface/peft), [DeepSpeed](https://github.com/deepspeedai/DeepSpeed) and [FSDP](https://pytorch.org/blog/introducing-pytorch-fully-sharded-data-parallel-api/) and beyond. + +- dLLM provides unified evaluation pipelines (inspired by [`lm-evaluation-harness`](https://github.com/EleutherAI/lm-evaluation-harness)) that abstracts away inference details and making customization simple. + +- Built on these components, dLLM provide the minimal **pretraining / finetuning / evaluation** recipes for open-weight models (e.g., [LLaDA](https://arxiv.org/abs/2502.09992) and [Dream](https://arxiv.org/abs/2508.15487)), and implementations of training algorithms (e.g., [Edit Flows](https://arxiv.org/abs/2506.09018)). + + + + +## News +**[2025/11]** We released a collection of BERTs finetuned for instruction-following: [`ModernBERT-{large,base}-chat-v0`](https://huggingface.co/collections/dllm-collection/bert-chat). This proof-of-concept shows that BERT’s internal knowledge can be leveraged for generative tasks via masked instruction tuning. See [![blog](https://img.shields.io/badge/W&B-white?logo=weightsandbiases) BERT Chat Report](https://api.wandb.ai/links/asap-zzhou/101h5xvg) for detailed recipes, experimental results and lessons learned; See [`examples/bert`](/examples/bert) for training / inference / evaluation instructions. + + +## Table of Contents +- [Features](#features) +- [Setup](#setup) +- [Files overview](#files-overview) +- [Training](#training) +- [Inference](#inference) +- [Evaluation](#evaluation) +- [Citation](#citation) + + +## Features + +- [`examples/llada`](/examples/llada): Pretraining, finetuning and evaluating LLaDA [LLaDA](https://arxiv.org/abs/2502.09992) / [LLaDA-MoE](https://arxiv.org/abs/2509.24389). +- [`examples/dream`](/examples/dream): Pretraining, finetuning and evaluating Dream [Dream](https://arxiv.org/abs/2508.15487). +- [`examples/bert`](/examples/bert): Finetuning any [BERT](https://arxiv.org/abs/1810.04805) to be lightweight Chatbots. +
+ 🎬 Click to show BERT Chat Demo + +

+ chat +

+

+ + Chat with ModernBERT-large-chat-v0. See Inference for details. + +

+
+- [`examples/editflow`](/examples/editflow): Educational reference for training [EditFlow](https://arxiv.org/abs/2506.09018) models, demonstrating how to extend existing DLLMs (e.g., LLaDA, Dream, BERT Chat) with *edit operations*—insertion, deletion, and substitution—and how to pretrain or finetune EditFlow models from scratch on public data. + +
+ 🎬 Click to show EditFlow Demo + +

+ EditFlow demo +

+

EditFlow performing insertion (blue), substitution from mask tokens (black), substitution from non-mask tokens (red), and deletion (strikethrough → removed) during generation.

+ +
+- More upcoming. + + +## Setup +### Installation +```bash +# create and activate conda environment +conda create -n dllm python=3.10 -y +conda activate dllm + +# install pytorch with CUDA 12.4 (other pytorch/cuda versions should also work) +conda install cuda=12.4 -c nvidia +pip install torch==2.6.0 torchvision==0.21.0 torchaudio==2.6.0 \ + --index-url https://download.pytorch.org/whl/cu124 + +# install dllm package +pip install -e . +``` +### (optional) Evaluation setup + +```bash +# initialize `lm-evaluation-harness` submodule +git submodule update --init --recursive + +# install submodule in editable mode with IFEval & Math dependencies +pip install -e "lm-evaluation-harness[ifeval,math]" +``` + +### (optional) Slurm setup +For [Slurm](https://slurm.schedmd.com/) users, update [`scripts/train.slurm.sh`](/scripts/train.slurm.sh) for your cluster: +```diff +- #SBATCH --partition=mllm_safety # Note: adjust this for your cluster +- #SBATCH --quotatype=spot # Note: adjust this for your cluster ++ #SBATCH --partition=YOUR_PARTITION ++ #SBATCH --quotatype=YOUR_QUOTATYPE +``` +Next, create a directory for your job logs: +```shell +mkdir logs +``` +This folder will store the log files generated by your sbatch jobs. + +## Files overview +``` +# modules for training / sampling +dllm +├── core # Core reusable modules shared across `dllm/pipelines` +│ ├── generation +│ ├── schedulers +│ └── trainers +├── data +├── pipelines # Application-specific training & inference pipelines +| ├── bert +│ ├── dream +│ ├── editflow +│ └── llada +│ ├── models # Model architecture and configs +│ ├── generator.py # Generation utilities +│ ├── trainer.py # Core training logic +│ └── eval.py # Evaluation entry point +├── tools +└── utils + +# entry points for training / sampling +examples +├── bert +├── dream +├── editflow +└── llada + ├── chat.py # Interactive inference example + ├── generate.py # Inference example + ├── pt.py # Pretraining example + ├── README.md # Documentation (you are here) + ├── sft.py # Supervised finetuning example + └── eval.sh # Evalution script +``` + +## Training + +A typical training entry script looks like (for example, [`examples/llada/sft.py`](/examples/llada/sft.py)) looks like this: +```python +import transformers + +import dllm + +model_args, data_args, training_args = parser.parse_args_into_dataclasses() +# ----- Model ------------------------------------------------------------------ +model = dllm.utils.get_model(model_args=model_args) +# ----- Tokenizer -------------------------------------------------------------- +tokenizer = dllm.utils.get_tokenizer(model_args=model_args) +# ----- Dataset ---------------------------------------------------------------- +dataset = "..." + +# ----- Training -------------------------------------------------------------- +trainer = dllm.core.trainers.MDLMTrainer( + model=model, + tokenizer=tokenizer, + train_dataset=dataset["train"], + eval_dataset=dataset["test"], + args=training_args, + data_collator=transformers.DataCollatorForSeq2Seq( + tokenizer, + return_tensors="pt", + padding=True, + label_pad_token_id=tokenizer.pad_token_id, + ), +) +trainer.train() +``` + +You can launch training job locally with `accelerate`, or submit it to a [Slurm](https://slurm.schedmd.com/) cluster using `sbatch`. +```shell +# Run locally (ZeRO-2 on 8 GPUs with 4bit quantization and LoRA) +accelerate launch \ + --config_file scripts/accelerate_configs/zero2.yaml \ + examples/llada/sft.py \ + --num_train_epochs 4 \ + --load_in_4bit True --lora True +``` +```shell +# Submit to a Slurm cluster (FSDP on 1 node, 8 GPUs) +sbatch --gres=gpu:8 scripts/train.slurm.sh \ + --accelerate_config "fsdp" \ + --script_path "examples/llada/sft.py" \ + --num_train_epochs 4 + +# Submit to a Slurm cluster (FSDP on 2 nodes, 16 GPUs) +sbatch --nodes=2 --gres=gpu:8 scripts/train.slurm.sh \ + --accelerate_config "fsdp" \ + --script_path "examples/llada/sft.py" \ + --num_train_epochs 4 +``` +See [Features](#features) for specific training recipes. + + +> Here are some useful tips for training: +> 1. Use a subset of data: +> `--dataset_args "allenai/tulu-3-sft-mixture[train:10000,test:1000]"` +> 2. Concatenate datasets: +> `--dataset_args "allenai/tulu-3-sft-mixture|HuggingFaceTB/smoltalk"` +> 3. Train with LoRA and 4bit quantization: +> `--load_in_4bit True --lora True` +> 4. Train with different distributed training methods: +> `--accelerate_config "ddp,zero-{1,2,3},fsdp"` + +## Inference + +We provide unified [generators](/dllm/core/generation/generator.py) that abstracts away inference details. +A typical inference entry script (for example, [`examples/llada/generate.py`](/examples/llada/generate.py)) looks like this: +```python +import dllm +from dllm import llada + +model = dllm.utils.get_model(model_args=script_args).eval() +tokenizer = dllm.utils.get_tokenizer(model_args=script_args) +# for other models, change your generator and keep others unchanged +generator = llada.LLaDAGenerator(model=model, tokenizer=tokenizer) + +messages = [ + [{"role": "user", "content": "Lily runs 12 km/h for 4 hours. How far in 8 hours?"}], + [{"role": "user", "content": "Please write an educational python function."}], +] + +inputs = tokenizer.apply_chat_template( + messages, + add_generation_prompt=True, + tokenize=True, +) + +outputs = generator.generate(inputs, return_dict_in_generate=True) +sequences = decode_trim(tokenizer, outputs.sequences.tolist(), inputs) +``` + +You can also try interactive chat script (for example, [`examples/llada/chat.py`](/examples/llada/chat.py)) for visualized multi-turn dialogue: + +

+ chat +

+ + +## Evaluation +> Read [(optional) Evaluation setup](/README.md/#optional-evaluation-setup) before running evaluation. + +For example, to evaluate [`LLaDA-8B-Instruct`](https://huggingface.co/GSAI-ML/LLaDA-8B-Instruct) on [`MMLU_Pro`](https://huggingface.co/datasets/TIGER-Lab/MMLU-Pro), run: +```shell +accelerate launch --num_processes 4 \ + dllm/pipelines/llada/eval.py \ + --tasks "mmlu_pro" \ + --model "llada" \ + --apply_chat_template \ + --num_fewshot 0 \ + --model_args "pretrained=GSAI-ML/LLaDA-8B-Instruct,is_check_greedy=False,mc_num=1,max_new_tokens=256,steps=256,block_length=256,cfg=0.0" +``` + +We also provide scripts to automatically evaluate [LLaDA](https://arxiv.org/abs/2502.09992), [Dream](https://arxiv.org/abs/2508.15487), and [BERT-Chat](https://huggingface.co/collections/dllm-collection/bert-chat) on all benchmarks. +For example, you can launch [`examples/llada/eval.sh`](/examples/llada/eval.sh) directly using the following commands: +```shell +bash examples/llada/eval.sh --model_name_or_path "GSAI-ML/LLaDA-8B-Instruct" --instruct True +bash examples/llada/eval.sh --model_name_or_path "GSAI-ML/LLaDA-8B-Base" --instruct False +``` + + +## Citation +``` +@misc{dllm, + author = {Zhanhui Zhou and Lingjie Chen and Hanghang Tong and Dawn Song}, + title = {dLLM: Simple Diffusion Language Modeling}, + year = {2025}, + publisher = {GitHub}, + journal = {GitHub repository}, + howpublished = {\url{https://github.com/ZHZisZZ/dllm}}, +} +``` diff --git a/dllm/assets/JetBrainsMono-VariableFont_wght.ttf b/dllm/assets/JetBrainsMono-VariableFont_wght.ttf new file mode 100644 index 0000000000000000000000000000000000000000..4c96e79855b725416b59ef700f0e2773c444d716 GIT binary patch literal 189028 zcmd3P2Ygk<*6*5Qi0Hldz59K?m;9!!nOSSi+SB%$S^E$pqA+-p z((|%&a@)PW?qedclZYM58$D|5-S*lq6;EtN#$mJS)8F=lu1 zWqXNi14 z>+ijbDBwFH-{?x${2H%Tyc*@FqP(rjRax@QldVC|Ya@}*_?qgv`pM6U$B0Ij5%s&V zrnaP}%zNFXC_e(_eRi>Pm+q8TAW7`pIclw1Dz9R@sEQsTZ_6tD7Evq 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