From f275de73419d9cab28fede8dcf6353bbc59e47c4 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 30 Apr 2023 14:29:30 -0400 Subject: [PATCH 01/66] Started adding maxvit --- muse/modeling_transformer.py | 410 ++++++++++++++++++++++++++++++++++- 1 file changed, 409 insertions(+), 1 deletion(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index edc0c1be..2e68113c 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -21,7 +21,7 @@ import numpy as np import torch import torch.nn.functional as F -from einops import rearrange +from einops import rearrange, reduce from torch import nn from torch.utils.checkpoint import checkpoint from tqdm import tqdm @@ -1329,3 +1329,411 @@ def generate2( input_ids = torch.where(masking, mask_token_id, sampled_ids) return sampled_ids + +# Taken and slightly adapted from https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/max_vit.py +class SqueezeExcitation(nn.Module): + def __init__(self, dim, shrinkage_rate = 0.25): + super().__init__() + hidden_dim = int(dim * shrinkage_rate) + + self.gate = nn.Sequential( + nn.Linear(dim, hidden_dim, bias = False), + nn.SiLU(), + nn.Linear(hidden_dim, dim, bias = False), + nn.Sigmoid(), + ) + + def forward(self, x): + hidden = reduce(x, 'b c h w -> b c', 'mean') + hidden = self.gate(hidden) + hidden = rearrange(hidden, 'b c -> b c 1 1') + return x * hidden + +class MBConvResidual(nn.Module): + def __init__(self, fn, dropout = 0.): + super().__init__() + self.fn = fn + self.dropsample = Dropsample(dropout) + + def forward(self, x): + out = self.fn(x) + out = self.dropsample(out) + return out + x + +class Dropsample(nn.Module): + def __init__(self, prob = 0): + super().__init__() + self.prob = prob + def forward(self, x): + device = x.device + + if self.prob == 0. or (not self.training): + return x + + keep_mask = torch.FloatTensor((x.shape[0], 1, 1, 1), device = device).uniform_() > self.prob + return x * keep_mask / (1 - self.prob) + +def MBConv( + dim_in, + dim_out, + *, + downsample, + expansion_rate = 4, + shrinkage_rate = 0.25, + dropout = 0., + norm_cls=nn.BatchNorm2d +): + hidden_dim = int(expansion_rate * dim_out) + stride = 2 if downsample else 1 + + net = nn.Sequential( + nn.Conv2d(dim_in, hidden_dim, 1), + norm_cls(hidden_dim), + nn.GELU(), + nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = hidden_dim), + norm_cls(hidden_dim), + nn.GELU(), + SqueezeExcitation(hidden_dim, shrinkage_rate = shrinkage_rate), + nn.Conv2d(hidden_dim, dim_out, 1), + norm_cls(dim_out) + ) + + if dim_in == dim_out and not downsample: + net = MBConvResidual(net, dropout = dropout) + + return net + + +class MaskGiTMaxViT(ModelMixin, ConfigMixin): + _supports_gradient_checkpointing = True + + @register_to_config + def __init__( + self, + vocab_size, # codebook_size + 1 (for the mask token), for class-conditioned generation it'll be codebook_size + num_classes + 1 + hidden_size=768, + in_channels=384, + block_out_channels=(768, 768), + num_res_blocks=2, + num_hidden_layers=12, + num_attention_heads=12, + intermediate_size=3072, + hidden_dropout=0.1, + attention_dropout=0.1, + max_position_embeddings=256, # for clas-conditioned generation it'll be 256 + 1 (for the class token) + add_cross_attention=False, + encoder_hidden_size=1024, # T5-large + project_encoder_hidden_states=False, + initializer_range=0.02, + norm_type="groupnorm2d", # or rmsnorm + layer_norm_eps=1e-5, + use_normformer=False, + use_encoder_layernorm=True, + use_bias=False, + codebook_size=1024, + num_vq_tokens=256, + num_classes=None, # set for class-conditioned generation + use_position_embeddings=False, + use_codebook_size_for_output=False, + patch_size=1, + **kwargs, + ): + super().__init__() + self.vocab_size = vocab_size + self.hidden_size = hidden_size + self.num_hidden_layers = num_hidden_layers + self.num_attention_heads = num_attention_heads + self.intermediate_size = intermediate_size + self.hidden_dropout = hidden_dropout + self.attention_dropout = attention_dropout + self.max_position_embeddings = max_position_embeddings + self.initializer_range = initializer_range + self.register_to_config(mask_token_id=vocab_size - 1) + self.register_to_config(block_out_channels=tuple(block_out_channels)) + if norm_type == "batchnorm": + norm_cls = partial(nn.BatchNorm2d, use_bias=use_bias) + elif norm_type == 'layernorm": + norm_cls = partial(LayerNorm, use_bias=use_bias) + else: + norm_cls = RMSNorm + + if add_cross_attention is not None and project_encoder_hidden_states: # Cross attention + self.encoder_proj = nn.Linear(encoder_hidden_size, hidden_size, bias=use_bias) + self.encoder_proj_layer_norm = norm_cls(hidden_size, eps=layer_norm_eps) + + # Embeddings + self.embed = ConvEmbed( + vocab_size, + in_channels, + block_out_channels[0], + patch_size=patch_size, + norm_type=norm_type, + layer_norm_eps=layer_norm_eps, + use_position_embeddings=use_position_embeddings, + use_bias=use_bias, + ) + + # Downsample + output_channels = block_out_channels[0] + self.down_blocks = nn.ModuleList([]) + for i in range(len(block_out_channels)): + is_first_block = i == 0 + input_channels = output_channels + output_channels = block_out_channels[i] + self.down_blocks.append( + DownsampleBlock( + input_channels=input_channels, + output_channels=output_channels, + skip_channels=0, + num_res_blocks=num_res_blocks, + kernel_size=3, + dropout=hidden_dropout, + add_downsample=not is_first_block, + use_bias=use_bias, + ) + ) + + # Mid Transformer + self.transformer_layers = nn.ModuleList( + [ + TransformerLayer( + hidden_size=self.hidden_size, + intermediate_size=self.intermediate_size, + num_attention_heads=self.num_attention_heads, + encoder_hidden_size=encoder_hidden_size, + add_cross_attention=add_cross_attention, + hidden_dropout=self.hidden_dropout, + attention_dropout=self.attention_dropout, + norm_type=norm_type, + layer_norm_eps=layer_norm_eps, + use_normformer=use_normformer, + use_bias=use_bias, + ) + for _ in range(self.num_hidden_layers) + ] + ) + if use_encoder_layernorm: + self.encoder_layer_norm = norm_cls(self.hidden_size, eps=layer_norm_eps) + + # Up sample + reversed_block_out_channels = list(reversed(block_out_channels)) + output_channels = reversed_block_out_channels[0] + self.up_blocks = nn.ModuleList([]) + for i in range(len(reversed_block_out_channels)): + is_final_block = i == len(block_out_channels) - 1 + input_channel = reversed_block_out_channels[i] + output_channels = reversed_block_out_channels[i + 1] if not is_final_block else output_channels + prev_output_channels = output_channels if i != 0 else 0 + self.up_blocks.append( + UpsampleBlock( + input_channels=input_channel, + skip_channels=prev_output_channels, + output_channels=output_channels, + num_res_blocks=num_res_blocks, + kernel_size=3, + dropout=hidden_dropout, + add_upsample=not is_final_block, + use_bias=use_bias, + ) + ) + + # Output + self.output_size = codebook_size if use_codebook_size_for_output else self.vocab_size + self.mlm_layer = ConvMlmLayer( + self.output_size, + in_channels, + block_out_channels[0], + patch_size=patch_size, + norm_type=norm_type, + layer_norm_eps=layer_norm_eps, + use_bias=use_bias, + ) + self.gradient_checkpointing = False + + # --- WEIGHT INIT --- + self.apply(self._init_weights) # General init + nn.init.constant_(self.mlm_layer.conv1.weight, 0) + nn.init.normal_(self.embed.embeddings.weight, std=np.sqrt(1 / vocab_size)) + nn.init.normal_(self.mlm_layer.conv2.weight, std=np.sqrt(1 / codebook_size)) + + def _init_weights(self, module): + """ + Initialize the weights according to the original implementation. + https://github.com/google-research/maskgit/blob/main/maskgit/nets/maskgit_transformer.py#L37 + """ + # TODO: make this configurable + if isinstance(module, (nn.Linear, nn.Conv2d)): + nn.init.trunc_normal_(module.weight, std=self.config.initializer_range) + if module.bias is not None: + module.bias.data.zero_() + elif isinstance(module, nn.Embedding): + nn.init.trunc_normal_(module.weight, std=self.config.initializer_range) + elif isinstance(module, (nn.LayerNorm, RMSNorm)): + module.weight.data.fill_(1.0) + if hasattr(module, "bias") and module.bias is not None: + module.bias.data.zero_() + + def forward( + self, + input_ids, + encoder_hidden_states=None, + encoder_attention_mask=None, + labels=None, + label_smoothing=0.0, + cond_dropout_prob=0.0, + ): + if self.config.add_cross_attention and encoder_hidden_states is None: + raise ValueError("If `add_cross_attention` is True, `encoder_hidden_states` should be provided.") + + hidden_states = self.embed(input_ids) + + if encoder_hidden_states is not None and self.config.project_encoder_hidden_states: + encoder_hidden_states = self.encoder_proj(encoder_hidden_states) + encoder_hidden_states = self.encoder_proj_layer_norm(encoder_hidden_states) + + # condition dropout for classifier free guidance + if encoder_hidden_states is not None and self.training and cond_dropout_prob > 0.0: + batch_size = encoder_hidden_states.shape[0] + mask = prob_mask_like((batch_size, 1, 1), 1.0 - cond_dropout_prob, encoder_hidden_states.device) + encoder_hidden_states = encoder_hidden_states * mask + + down_block_res_samples = () + for down_block in self.down_blocks: + hidden_states, res_samples = down_block(hidden_states) + down_block_res_samples += res_samples + + batch_size, channels, height, width = hidden_states.shape + hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch_size, height * width, channels) + + for layer in self.transformer_layers: + if self.gradient_checkpointing: + + def create_custom_forward(module): + def custom_forward(*inputs): + return module(*inputs) + + return custom_forward + + hidden_states = checkpoint( + create_custom_forward(layer), hidden_states, encoder_hidden_states, encoder_attention_mask + ) + else: + hidden_states = layer( + hidden_states, + encoder_hidden_states=encoder_hidden_states, + encoder_attention_mask=encoder_attention_mask, + ) + + if self.config.use_encoder_layernorm: + hidden_states = self.encoder_layer_norm(hidden_states) + + hidden_states = hidden_states.reshape(batch_size, height, width, channels).permute(0, 3, 1, 2) + + for i, up_block in enumerate(self.up_blocks): + res_samples = down_block_res_samples[-self.config.num_res_blocks :] + down_block_res_samples = down_block_res_samples[: -self.config.num_res_blocks] + hidden_states = up_block(hidden_states, x_skip=res_samples if i > 0 else None) + + batch_size, channels, height, width = hidden_states.shape + hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch_size, height * width, channels) + logits = self.mlm_layer(hidden_states) + + if labels is not None: + loss = F.cross_entropy( + logits.view(-1, self.output_size), labels.view(-1), ignore_index=-100, label_smoothing=label_smoothing + ) + return logits, loss + return logits + + def _set_gradient_checkpointing(self, module, value=False): + self.gradient_checkpointing = True + if isinstance(module, (DownsampleBlock, UpsampleBlock)): + module.gradient_checkpointing = value + + def generate2( + self, + class_ids: torch.LongTensor = None, + encoder_hidden_states: torch.FloatTensor = None, + temperature=1.0, + timesteps=18, # ideal number of steps is 18 in maskgit paper + guidance_scale=0, + noise_schedule=cosine_schedule, + generator: torch.Generator = None, + **kwargs, + ): + """ + Generate 1:1 similar to the original MaskGit repo + https://github.com/google-research/maskgit/blob/main/maskgit/libml/parallel_decode.py#L79 + """ + # begin with all image token ids masked + mask_token_id = self.config.mask_token_id + seq_len = self.config.num_vq_tokens + + batch_size = len(class_ids) if class_ids is not None else encoder_hidden_states.shape[0] + shape = (batch_size, seq_len) + + # shift the class ids by the codebook size + if class_ids is not None: + class_ids += self.config.codebook_size + + # initialize with all image tokens masked + input_ids = torch.ones(shape, dtype=torch.long, device=self.device) * mask_token_id + + for step in range(timesteps): + # prepend class token to input_ids + if class_ids is not None: + input_ids = torch.cat([class_ids[:, None], input_ids], dim=1) + + # classifier free guidance + if encoder_hidden_states is not None and guidance_scale > 0: + uncond_encoder_states = torch.zeros_like(encoder_hidden_states) + model_input = torch.cat([input_ids] * 2) + condition = torch.cat([encoder_hidden_states, uncond_encoder_states]) + cond_logits, uncond_logits = self(model_input, encoder_hidden_states=condition).chunk(2) + cond_logits = cond_logits[..., : self.config.codebook_size] + uncond_logits = uncond_logits[..., : self.config.codebook_size] + logits = uncond_logits + guidance_scale * (cond_logits - uncond_logits) + else: + logits = self(input_ids, encoder_hidden_states=encoder_hidden_states) + logits = logits[..., : self.config.codebook_size] + + # remove class token + if class_ids is not None: + input_ids = input_ids[:, 1:] + logits = logits[:, 1:] + + # Samples the ids using categorical sampling: [batch_size, seq_length]. + # sampled_ids = torch.multinomial(logits.softmax(dim=-1), 1) + sampled_ids = torch.stack( + [torch.multinomial(l.softmax(dim=-1), 1, generator=generator).squeeze(1) for l in logits] + ) + + # Just updates the masked tokens. + unknown_map = input_ids == mask_token_id + sampled_ids = torch.where(unknown_map, sampled_ids, input_ids) + # Defines the mask ratio for the next round. The number to mask out is + # determined by mask_ratio * unknown_number_in_the_beginning. + ratio = 1.0 * (step + 1) / timesteps + mask_ratio = noise_schedule(torch.tensor(ratio)) + # Computes the probabilities of each selected tokens. + probs = logits.softmax(dim=-1) + selected_probs = torch.gather(probs, -1, sampled_ids.long()[..., None]) + selected_probs = selected_probs.squeeze(-1) + + # Ignores the tokens given in the input by overwriting their confidence. + selected_probs = torch.where(unknown_map, selected_probs, torch.finfo(selected_probs.dtype).max) + # Gets mask lens for each sample in the batch according to the mask ratio. + mask_len = (seq_len * mask_ratio).floor().unsqueeze(0).to(logits.device) + # Keeps at least one of prediction in this round and also masks out at least + # one and for the next iteration + mask_len = torch.max( + torch.tensor([1], device=logits.device), torch.min(unknown_map.sum(dim=-1, keepdim=True) - 1, mask_len) + ) + + # Adds noise for randomness + temperature = temperature * (1.0 - ratio) + masking = mask_by_random_topk(mask_len, selected_probs, temperature, generator=generator) + # Masks tokens with lower confidence. + input_ids = torch.where(masking, mask_token_id, sampled_ids) + + return sampled_ids From 8242bdb42b69d17a0ef39e43b5faf46607d06d2d Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 30 Apr 2023 21:29:43 -0400 Subject: [PATCH 02/66] Started adapting lucidrian's maxvit --- muse/modeling_transformer.py | 228 +++++++++++++++++++++++++++-------- 1 file changed, 178 insertions(+), 50 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 2e68113c..6052b510 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -365,6 +365,63 @@ def attention(self, query, key, value, attention_mask=None): attn_output = attn_output.transpose(1, 2).contiguous().view(batch, seq_len, self.hidden_size) return attn_output +class MaxVitAttention(Attention): + def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): + super().__init__(hidden_size, num_heads, encoder_hidden_size=encoder_hidden_size, attention_dropout=attention_dropout, use_bias=use_bias) + self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.heads) + + pos = torch.arange(window_size) + grid = torch.stack(torch.meshgrid(pos, pos, indexing = 'ij')) + grid = rearrange(grid, 'c i j -> (i j) c') + rel_pos = rearrange(grid, 'i ... -> i 1 ...') - rearrange(grid, 'j ... -> 1 j ...') + rel_pos += window_size - 1 + rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim = -1) + + self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) + def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): + batch, height, width, window_height, window_width, _ = hidden_states.shape + + # flatten + + x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') + + # project for queries, keys, values + + q, k, v = self.to_qkv(x).chunk(3, dim = -1) + + # split heads + + q, k, v = map(lambda t: rearrange(t, 'b n (h d ) -> b h n d', h = h), (q, k, v)) + + # scale + + q = q * self.scale + + # sim + + sim = einsum('b h i d, b h j d -> b h i j', q, k) + + # add positional bias + + bias = self.rel_pos_bias(self.rel_pos_indices) + sim = sim + rearrange(bias, 'i j h -> h i j') + + # attention + + attn = self.attend(sim) + + # aggregate + + out = einsum('b h i j, b h j d -> b h i d', attn, v) + + # merge heads + + out = rearrange(out, 'b h (w1 w2) d -> b w1 w2 (h d)', w1 = window_height, w2 = window_width) + + # combine heads out + + out = self.to_out(out) + return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) # Normformer style GLU FeedForward class FeedForward(nn.Module): @@ -1381,21 +1438,20 @@ def MBConv( expansion_rate = 4, shrinkage_rate = 0.25, dropout = 0., - norm_cls=nn.BatchNorm2d ): hidden_dim = int(expansion_rate * dim_out) stride = 2 if downsample else 1 net = nn.Sequential( nn.Conv2d(dim_in, hidden_dim, 1), - norm_cls(hidden_dim), + nn.BatchNorm2d(hidden_dim), nn.GELU(), nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = hidden_dim), - norm_cls(hidden_dim), + nn.BatchNorm2d(hidden_dim), nn.GELU(), SqueezeExcitation(hidden_dim, shrinkage_rate = shrinkage_rate), nn.Conv2d(hidden_dim, dim_out, 1), - norm_cls(dim_out) + nn.BatchNorm2d(dim_out) ) if dim_in == dim_out and not downsample: @@ -1403,7 +1459,37 @@ def MBConv( return net +class MaxVitBlock(nn.Module): + def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0, num_heads=3): + super().__init__() + self.mb_conv = MBConv( + stage_dim_in, + layer_dim, + downsample = is_first, + expansion_rate = mbconv_expansion_rate, + shrinkage_rate = mbconv_shrinkage_rate + ) + self.window_size = window_size + self.norm0 = norm_cls(layer_dim) + self.attn0 = MaxVitAttention(hidden_size = layer_dim, num_heads = num_heads, attention_dropout = dropout, window_size = window_size) + nn.Sequential( + , + PreNormResidual(layer_dim, ), + PreNormResidual(layer_dim, FeedForward(dim = layer_dim, dropout = dropout)), + Rearrange('b x y w1 w2 d -> b d (x w1) (y w2)'), + + Rearrange('b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = w, w2 = w), # grid-like attention + PreNormResidual(layer_dim, Attention(dim = layer_dim, dim_head = dim_head, dropout = dropout, window_size = w)), + PreNormResidual(layer_dim, FeedForward(dim = layer_dim, dropout = dropout)), + Rearrange('b x y w1 w2 d -> b d (w1 x) (w2 y)'), + ) + def forward(self, x): + hidden = self.mb_conv(x) + # block like attention(local attention) + hidden = rearrange(x, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden = self.norm1(hidden) + None class MaskGiTMaxViT(ModelMixin, ConfigMixin): _supports_gradient_checkpointing = True @@ -1414,6 +1500,7 @@ def __init__( hidden_size=768, in_channels=384, block_out_channels=(768, 768), + depth = (2, 2), num_res_blocks=2, num_hidden_layers=12, num_attention_heads=12, @@ -1436,6 +1523,10 @@ def __init__( use_position_embeddings=False, use_codebook_size_for_output=False, patch_size=1, + hidden_conv_stem=None, + window_size = 7, # window size for block and grids + mbconv_expansion_rate = 4, # expansion rate of MBConv + mbconv_shrinkage_rate = 0.25, # shrinkage rate of squeeze-excitation in MBConv **kwargs, ): super().__init__() @@ -1448,11 +1539,18 @@ def __init__( self.attention_dropout = attention_dropout self.max_position_embeddings = max_position_embeddings self.initializer_range = initializer_range + if hidden_conv_stem: + dim_conv_stem = hidden_conv_stem + else: + dim_conv_stem = hidden_size + + self.conv_stem = nn.Sequential( + nn.Conv2d(in_channels, dim_conv_stem, 3, stride = 2, padding = 1), + nn.Conv2d(dim_conv_stem, dim_conv_stem, 3, padding = 1) + ) self.register_to_config(mask_token_id=vocab_size - 1) self.register_to_config(block_out_channels=tuple(block_out_channels)) - if norm_type == "batchnorm": - norm_cls = partial(nn.BatchNorm2d, use_bias=use_bias) - elif norm_type == 'layernorm": + if norm_type == "layernorm": norm_cls = partial(LayerNorm, use_bias=use_bias) else: norm_cls = RMSNorm @@ -1473,6 +1571,36 @@ def __init__( use_bias=use_bias, ) + num_stages = len(depth) + + dims = tuple(map(lambda i: (2 ** i) * dim, range(num_stages))) + dims = (dim_conv_stem, *dims) + dim_pairs = tuple(zip(dims[:-1], dims[1:])) + + self.layers = nn.ModuleList([]) + + # shorthand for window size for efficient block - grid like attention + + w = window_size + + # iterate through stages + + for ind, ((layer_dim_in, layer_dim), layer_depth) in enumerate(zip(dim_pairs, depth)): + for stage_ind in range(layer_depth): + is_first = stage_ind == 0 + stage_dim_in = layer_dim_in if is_first else layer_dim + + block = + + self.layers.append(block) + + # mlp head out + + self.mlp_head = nn.Sequential( + Reduce('b d h w -> b d', 'mean'), + nn.LayerNorm(dims[-1]), + nn.Linear(dims[-1], num_classes) + ) # Downsample output_channels = block_out_channels[0] self.down_blocks = nn.ModuleList([]) @@ -1493,49 +1621,49 @@ def __init__( ) ) - # Mid Transformer - self.transformer_layers = nn.ModuleList( - [ - TransformerLayer( - hidden_size=self.hidden_size, - intermediate_size=self.intermediate_size, - num_attention_heads=self.num_attention_heads, - encoder_hidden_size=encoder_hidden_size, - add_cross_attention=add_cross_attention, - hidden_dropout=self.hidden_dropout, - attention_dropout=self.attention_dropout, - norm_type=norm_type, - layer_norm_eps=layer_norm_eps, - use_normformer=use_normformer, - use_bias=use_bias, - ) - for _ in range(self.num_hidden_layers) - ] - ) - if use_encoder_layernorm: - self.encoder_layer_norm = norm_cls(self.hidden_size, eps=layer_norm_eps) - - # Up sample - reversed_block_out_channels = list(reversed(block_out_channels)) - output_channels = reversed_block_out_channels[0] - self.up_blocks = nn.ModuleList([]) - for i in range(len(reversed_block_out_channels)): - is_final_block = i == len(block_out_channels) - 1 - input_channel = reversed_block_out_channels[i] - output_channels = reversed_block_out_channels[i + 1] if not is_final_block else output_channels - prev_output_channels = output_channels if i != 0 else 0 - self.up_blocks.append( - UpsampleBlock( - input_channels=input_channel, - skip_channels=prev_output_channels, - output_channels=output_channels, - num_res_blocks=num_res_blocks, - kernel_size=3, - dropout=hidden_dropout, - add_upsample=not is_final_block, - use_bias=use_bias, - ) - ) + # # Mid Transformer + # self.transformer_layers = nn.ModuleList( + # [ + # TransformerLayer( + # hidden_size=self.hidden_size, + # intermediate_size=self.intermediate_size, + # num_attention_heads=self.num_attention_heads, + # encoder_hidden_size=encoder_hidden_size, + # add_cross_attention=add_cross_attention, + # hidden_dropout=self.hidden_dropout, + # attention_dropout=self.attention_dropout, + # norm_type=norm_type, + # layer_norm_eps=layer_norm_eps, + # use_normformer=use_normformer, + # use_bias=use_bias, + # ) + # for _ in range(self.num_hidden_layers) + # ] + # ) + # if use_encoder_layernorm: + # self.encoder_layer_norm = norm_cls(self.hidden_size, eps=layer_norm_eps) + + # # Up sample + # reversed_block_out_channels = list(reversed(block_out_channels)) + # output_channels = reversed_block_out_channels[0] + # self.up_blocks = nn.ModuleList([]) + # for i in range(len(reversed_block_out_channels)): + # is_final_block = i == len(block_out_channels) - 1 + # input_channel = reversed_block_out_channels[i] + # output_channels = reversed_block_out_channels[i + 1] if not is_final_block else output_channels + # prev_output_channels = output_channels if i != 0 else 0 + # self.up_blocks.append( + # UpsampleBlock( + # input_channels=input_channel, + # skip_channels=prev_output_channels, + # output_channels=output_channels, + # num_res_blocks=num_res_blocks, + # kernel_size=3, + # dropout=hidden_dropout, + # add_upsample=not is_final_block, + # use_bias=use_bias, + # ) + # ) # Output self.output_size = codebook_size if use_codebook_size_for_output else self.vocab_size From 72551b78578c96b6424ab88774428da7a4bca35c Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 1 May 2023 21:37:28 -0400 Subject: [PATCH 03/66] Fixed attention in maxvitAttention --- muse/modeling_transformer.py | 62 +++++++++++++++--------------------- 1 file changed, 25 insertions(+), 37 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 6052b510..5412a2af 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -378,49 +378,37 @@ def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=No rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim = -1) self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) + def attention(self, query, key, value, attention_mask=None): + batch, seq_len = query.shape[:2] + kv_seq_len = key.shape[1] + query, key, value = map(lambda t: t.transpose(1, 2).contiguous(), (query, key, value)) # (B, nh, T, hs) + + attn_weights = torch.baddbmm( + input=torch.zeros(batch * self.num_heads, seq_len, kv_seq_len, dtype=query.dtype, device=query.device), + batch1=query.view(batch * self.num_heads, seq_len, self.head_dim), + batch2=key.view(batch * self.num_heads, kv_seq_len, self.head_dim).transpose(1, 2), + alpha=1 / self.scale_attn, + ) + attn_weights = attn_weights.view(batch, self.num_heads, seq_len, kv_seq_len) # -1 is kv_seq_len + bias = self.rel_pos_bias(self.rel_pos_indices) + attn_weights = attn_weights + rearrange(bias, 'i j h -> h i j') + # Apply the attention mask + if attention_mask is not None: + attn_weights = torch.masked_fill(attn_weights, attention_mask, torch.finfo(query.dtype).min) + attn_weights = F.softmax(attn_weights, dim=-1) + attn_weights = self.dropout(attn_weights) + attn_output = torch.matmul(attn_weights, value) # (B, nh, T, T) x (B, nh, T, hs) -> (B, nh, T, hs) + # re-assemble all head outputs side by side + attn_output = attn_output.transpose(1, 2).contiguous().view(batch, seq_len, self.hidden_size) + return attn_output def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): batch, height, width, window_height, window_width, _ = hidden_states.shape - # flatten - x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') - - # project for queries, keys, values - - q, k, v = self.to_qkv(x).chunk(3, dim = -1) - - # split heads - - q, k, v = map(lambda t: rearrange(t, 'b n (h d ) -> b h n d', h = h), (q, k, v)) - - # scale - - q = q * self.scale - - # sim - - sim = einsum('b h i d, b h j d -> b h i j', q, k) - - # add positional bias - - bias = self.rel_pos_bias(self.rel_pos_indices) - sim = sim + rearrange(bias, 'i j h -> h i j') - - # attention - - attn = self.attend(sim) - - # aggregate - - out = einsum('b h i j, b h j d -> b h i d', attn, v) - - # merge heads - - out = rearrange(out, 'b h (w1 w2) d -> b w1 w2 (h d)', w1 = window_height, w2 = window_width) + out = super().forward(x, encoder_attention_mask=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask) + out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) # combine heads out - - out = self.to_out(out) return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) # Normformer style GLU FeedForward From 35244d65478efcbf5ac24f93e9326f0ccecb64b2 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 1 May 2023 21:57:59 -0400 Subject: [PATCH 04/66] Made maxvitblock --- muse/modeling_transformer.py | 54 +++++++++++++++++------------------- 1 file changed, 25 insertions(+), 29 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 5412a2af..5361a966 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1448,7 +1448,8 @@ def MBConv( return net class MaxVitBlock(nn.Module): - def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0, num_heads=3): + def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0,\ + num_heads=3): super().__init__() self.mb_conv = MBConv( stage_dim_in, @@ -1460,24 +1461,28 @@ def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, m self.window_size = window_size self.norm0 = norm_cls(layer_dim) self.attn0 = MaxVitAttention(hidden_size = layer_dim, num_heads = num_heads, attention_dropout = dropout, window_size = window_size) - nn.Sequential( - , - PreNormResidual(layer_dim, ), - PreNormResidual(layer_dim, FeedForward(dim = layer_dim, dropout = dropout)), - Rearrange('b x y w1 w2 d -> b d (x w1) (y w2)'), - - Rearrange('b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = w, w2 = w), # grid-like attention - PreNormResidual(layer_dim, Attention(dim = layer_dim, dim_head = dim_head, dropout = dropout, window_size = w)), - PreNormResidual(layer_dim, FeedForward(dim = layer_dim, dropout = dropout)), - Rearrange('b x y w1 w2 d -> b d (w1 x) (w2 y)'), - ) - def forward(self, x): - hidden = self.mb_conv(x) + self.norm1 = norm_cls(layer_dim) + # In lucidrian's code the implementation of feedforward is different + self.ff0 = FeedForward(hidden_size=layer_dim, intermediate_size=4*layer_dim, hidden_dropout=dropout) + self.norm2 = norm_cls(layer_dim) + self.attn1 = MaxVitAttention(hidden_size = layer_dim, num_heads = num_heads, attention_dropout = dropout, window_size = window_size) + self.norm3 = norm_cls(layer_dim) + self.ff1 = FeedForward(hidden_size=layer_dim, intermediate_size=4*layer_dim, hidden_dropout=dropout) + def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=None): + hidden = self.mb_conv(hidden) # block like attention(local attention) - hidden = rearrange(x, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden = rearrange(hidden, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden = self.norm0(hidden) + hidden = self.attn0(hidden, encoder_hidden_states, encoder_attention_mask) hidden = self.norm1(hidden) - - None + hidden = self.ff0(hidden) + hidden = rearrange(hidden, 'b x y w1 w2 d -> b d (x w1) (y w2)') + hidden = rearrange(hidden, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden = self.norm2(hidden) + hidden = self.attn1(hidden, encoder_hidden_states, encoder_attention_mask) + hidden = self.norm3(hidden) + hidden = self.ff1(hidden) + return rearrange(hidden, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') class MaskGiTMaxViT(ModelMixin, ConfigMixin): _supports_gradient_checkpointing = True @@ -1515,6 +1520,7 @@ def __init__( window_size = 7, # window size for block and grids mbconv_expansion_rate = 4, # expansion rate of MBConv mbconv_shrinkage_rate = 0.25, # shrinkage rate of squeeze-excitation in MBConv + num_heads=3, **kwargs, ): super().__init__() @@ -1567,10 +1573,6 @@ def __init__( self.layers = nn.ModuleList([]) - # shorthand for window size for efficient block - grid like attention - - w = window_size - # iterate through stages for ind, ((layer_dim_in, layer_dim), layer_depth) in enumerate(zip(dim_pairs, depth)): @@ -1578,17 +1580,11 @@ def __init__( is_first = stage_ind == 0 stage_dim_in = layer_dim_in if is_first else layer_dim - block = + block = MaxVitBlock(stage_dim_in, layer_dim, norm_cls=norm_cls, window_size=window_size, mbconv_expansion_rate=mbconv_shrinkage_rate,\ + mbconv_shrinkage_rate=mbconv_shrinkage_rate, is_first=is_first, dropout=attention_dropout, num_heads=num_heads) self.layers.append(block) - # mlp head out - - self.mlp_head = nn.Sequential( - Reduce('b d h w -> b d', 'mean'), - nn.LayerNorm(dims[-1]), - nn.Linear(dims[-1], num_classes) - ) # Downsample output_channels = block_out_channels[0] self.down_blocks = nn.ModuleList([]) From 2f905c76c754ef73b03c8169796a9554104026a4 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 1 May 2023 22:04:53 -0400 Subject: [PATCH 05/66] Cleaned up init --- muse/modeling_transformer.py | 78 +++--------------------------------- 1 file changed, 5 insertions(+), 73 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 5361a966..b4d28994 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1565,90 +1565,22 @@ def __init__( use_bias=use_bias, ) - num_stages = len(depth) - - dims = tuple(map(lambda i: (2 ** i) * dim, range(num_stages))) - dims = (dim_conv_stem, *dims) - dim_pairs = tuple(zip(dims[:-1], dims[1:])) - self.layers = nn.ModuleList([]) # iterate through stages - for ind, ((layer_dim_in, layer_dim), layer_depth) in enumerate(zip(dim_pairs, depth)): + for i in range(len(block_out_channels)): + layer_depth = depth[i] for stage_ind in range(layer_depth): is_first = stage_ind == 0 - stage_dim_in = layer_dim_in if is_first else layer_dim + output_channels = block_out_channels[i] + stage_dim_in = hidden_conv_stem if is_first else output_channels - block = MaxVitBlock(stage_dim_in, layer_dim, norm_cls=norm_cls, window_size=window_size, mbconv_expansion_rate=mbconv_shrinkage_rate,\ + block = MaxVitBlock(stage_dim_in, output_channels, norm_cls=norm_cls, window_size=window_size, mbconv_expansion_rate=mbconv_shrinkage_rate,\ mbconv_shrinkage_rate=mbconv_shrinkage_rate, is_first=is_first, dropout=attention_dropout, num_heads=num_heads) self.layers.append(block) - # Downsample - output_channels = block_out_channels[0] - self.down_blocks = nn.ModuleList([]) - for i in range(len(block_out_channels)): - is_first_block = i == 0 - input_channels = output_channels - output_channels = block_out_channels[i] - self.down_blocks.append( - DownsampleBlock( - input_channels=input_channels, - output_channels=output_channels, - skip_channels=0, - num_res_blocks=num_res_blocks, - kernel_size=3, - dropout=hidden_dropout, - add_downsample=not is_first_block, - use_bias=use_bias, - ) - ) - - # # Mid Transformer - # self.transformer_layers = nn.ModuleList( - # [ - # TransformerLayer( - # hidden_size=self.hidden_size, - # intermediate_size=self.intermediate_size, - # num_attention_heads=self.num_attention_heads, - # encoder_hidden_size=encoder_hidden_size, - # add_cross_attention=add_cross_attention, - # hidden_dropout=self.hidden_dropout, - # attention_dropout=self.attention_dropout, - # norm_type=norm_type, - # layer_norm_eps=layer_norm_eps, - # use_normformer=use_normformer, - # use_bias=use_bias, - # ) - # for _ in range(self.num_hidden_layers) - # ] - # ) - # if use_encoder_layernorm: - # self.encoder_layer_norm = norm_cls(self.hidden_size, eps=layer_norm_eps) - - # # Up sample - # reversed_block_out_channels = list(reversed(block_out_channels)) - # output_channels = reversed_block_out_channels[0] - # self.up_blocks = nn.ModuleList([]) - # for i in range(len(reversed_block_out_channels)): - # is_final_block = i == len(block_out_channels) - 1 - # input_channel = reversed_block_out_channels[i] - # output_channels = reversed_block_out_channels[i + 1] if not is_final_block else output_channels - # prev_output_channels = output_channels if i != 0 else 0 - # self.up_blocks.append( - # UpsampleBlock( - # input_channels=input_channel, - # skip_channels=prev_output_channels, - # output_channels=output_channels, - # num_res_blocks=num_res_blocks, - # kernel_size=3, - # dropout=hidden_dropout, - # add_upsample=not is_final_block, - # use_bias=use_bias, - # ) - # ) - # Output self.output_size = codebook_size if use_codebook_size_for_output else self.vocab_size self.mlm_layer = ConvMlmLayer( From 4e473d47a3c74994c7a4bcfbb82ed18b47c681ae Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 1 May 2023 22:14:51 -0400 Subject: [PATCH 06/66] Main part done --- muse/modeling_transformer.py | 17 +---------------- 1 file changed, 1 insertion(+), 16 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index b4d28994..603702a0 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1641,15 +1641,7 @@ def forward( mask = prob_mask_like((batch_size, 1, 1), 1.0 - cond_dropout_prob, encoder_hidden_states.device) encoder_hidden_states = encoder_hidden_states * mask - down_block_res_samples = () - for down_block in self.down_blocks: - hidden_states, res_samples = down_block(hidden_states) - down_block_res_samples += res_samples - - batch_size, channels, height, width = hidden_states.shape - hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch_size, height * width, channels) - - for layer in self.transformer_layers: + for layer in self.layers: if self.gradient_checkpointing: def create_custom_forward(module): @@ -1671,13 +1663,6 @@ def custom_forward(*inputs): if self.config.use_encoder_layernorm: hidden_states = self.encoder_layer_norm(hidden_states) - hidden_states = hidden_states.reshape(batch_size, height, width, channels).permute(0, 3, 1, 2) - - for i, up_block in enumerate(self.up_blocks): - res_samples = down_block_res_samples[-self.config.num_res_blocks :] - down_block_res_samples = down_block_res_samples[: -self.config.num_res_blocks] - hidden_states = up_block(hidden_states, x_skip=res_samples if i > 0 else None) - batch_size, channels, height, width = hidden_states.shape hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch_size, height * width, channels) logits = self.mlm_layer(hidden_states) From 4e91cb45f225d84db505a144c22d5bf6caead7c0 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 1 May 2023 22:27:13 -0400 Subject: [PATCH 07/66] Added some documentation --- muse/modeling_transformer.py | 98 +++++++++++++++++++----------------- 1 file changed, 52 insertions(+), 46 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 603702a0..e90392ed 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -365,52 +365,6 @@ def attention(self, query, key, value, attention_mask=None): attn_output = attn_output.transpose(1, 2).contiguous().view(batch, seq_len, self.hidden_size) return attn_output -class MaxVitAttention(Attention): - def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): - super().__init__(hidden_size, num_heads, encoder_hidden_size=encoder_hidden_size, attention_dropout=attention_dropout, use_bias=use_bias) - self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.heads) - - pos = torch.arange(window_size) - grid = torch.stack(torch.meshgrid(pos, pos, indexing = 'ij')) - grid = rearrange(grid, 'c i j -> (i j) c') - rel_pos = rearrange(grid, 'i ... -> i 1 ...') - rearrange(grid, 'j ... -> 1 j ...') - rel_pos += window_size - 1 - rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim = -1) - - self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) - def attention(self, query, key, value, attention_mask=None): - batch, seq_len = query.shape[:2] - kv_seq_len = key.shape[1] - query, key, value = map(lambda t: t.transpose(1, 2).contiguous(), (query, key, value)) # (B, nh, T, hs) - - attn_weights = torch.baddbmm( - input=torch.zeros(batch * self.num_heads, seq_len, kv_seq_len, dtype=query.dtype, device=query.device), - batch1=query.view(batch * self.num_heads, seq_len, self.head_dim), - batch2=key.view(batch * self.num_heads, kv_seq_len, self.head_dim).transpose(1, 2), - alpha=1 / self.scale_attn, - ) - attn_weights = attn_weights.view(batch, self.num_heads, seq_len, kv_seq_len) # -1 is kv_seq_len - bias = self.rel_pos_bias(self.rel_pos_indices) - attn_weights = attn_weights + rearrange(bias, 'i j h -> h i j') - # Apply the attention mask - if attention_mask is not None: - attn_weights = torch.masked_fill(attn_weights, attention_mask, torch.finfo(query.dtype).min) - attn_weights = F.softmax(attn_weights, dim=-1) - attn_weights = self.dropout(attn_weights) - attn_output = torch.matmul(attn_weights, value) # (B, nh, T, T) x (B, nh, T, hs) -> (B, nh, T, hs) - # re-assemble all head outputs side by side - attn_output = attn_output.transpose(1, 2).contiguous().view(batch, seq_len, self.hidden_size) - return attn_output - def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): - batch, height, width, window_height, window_width, _ = hidden_states.shape - # flatten - x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') - out = super().forward(x, encoder_attention_mask=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask) - out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) - - # combine heads out - return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) - # Normformer style GLU FeedForward class FeedForward(nn.Module): def __init__( @@ -1447,6 +1401,53 @@ def MBConv( return net +class MaxVitAttention(Attention): + def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): + super().__init__(hidden_size, num_heads, encoder_hidden_size=encoder_hidden_size, attention_dropout=attention_dropout, use_bias=use_bias) + self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.heads) + + # TODO: Maybe make this more comprehensible. This is basically positional embeddings for our grid + pos = torch.arange(window_size) + grid = torch.stack(torch.meshgrid(pos, pos, indexing = 'ij')) + grid = rearrange(grid, 'c i j -> (i j) c') + rel_pos = rearrange(grid, 'i ... -> i 1 ...') - rearrange(grid, 'j ... -> 1 j ...') + rel_pos += window_size - 1 + rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim = -1) + + self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) + def attention(self, query, key, value, attention_mask=None): + batch, seq_len = query.shape[:2] + kv_seq_len = key.shape[1] + query, key, value = map(lambda t: t.transpose(1, 2).contiguous(), (query, key, value)) # (B, nh, T, hs) + + attn_weights = torch.baddbmm( + input=torch.zeros(batch * self.num_heads, seq_len, kv_seq_len, dtype=query.dtype, device=query.device), + batch1=query.view(batch * self.num_heads, seq_len, self.head_dim), + batch2=key.view(batch * self.num_heads, kv_seq_len, self.head_dim).transpose(1, 2), + alpha=1 / self.scale_attn, + ) + attn_weights = attn_weights.view(batch, self.num_heads, seq_len, kv_seq_len) # -1 is kv_seq_len + bias = self.rel_pos_bias(self.rel_pos_indices) + attn_weights = attn_weights + rearrange(bias, 'i j h -> h i j') + # Apply the attention mask + if attention_mask is not None: + attn_weights = torch.masked_fill(attn_weights, attention_mask, torch.finfo(query.dtype).min) + attn_weights = F.softmax(attn_weights, dim=-1) + attn_weights = self.dropout(attn_weights) + attn_output = torch.matmul(attn_weights, value) # (B, nh, T, T) x (B, nh, T, hs) -> (B, nh, T, hs) + # re-assemble all head outputs side by side + attn_output = attn_output.transpose(1, 2).contiguous().view(batch, seq_len, self.hidden_size) + return attn_output + def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): + batch, height, width, window_height, window_width, _ = hidden_states.shape + # flatten + x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') + out = super().forward(x, encoder_attention_mask=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask) + out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) + + # combine heads out + return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) + class MaxVitBlock(nn.Module): def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0,\ num_heads=3): @@ -1469,6 +1470,10 @@ def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, m self.norm3 = norm_cls(layer_dim) self.ff1 = FeedForward(hidden_size=layer_dim, intermediate_size=4*layer_dim, hidden_dropout=dropout) def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=None): + # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives + # our local attention once positional embeddings are added to it + # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one + # This helps us make a "global" grid of window_size x window_size hidden = self.mb_conv(hidden) # block like attention(local attention) hidden = rearrange(hidden, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) @@ -1477,6 +1482,7 @@ def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=Non hidden = self.norm1(hidden) hidden = self.ff0(hidden) hidden = rearrange(hidden, 'b x y w1 w2 d -> b d (x w1) (y w2)') + # grid-like attention(global attention) hidden = rearrange(hidden, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) hidden = self.norm2(hidden) hidden = self.attn1(hidden, encoder_hidden_states, encoder_attention_mask) From f63913dc70cb721e8adc891fd98c4d1b5c84eaec Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 7 May 2023 16:17:31 -0400 Subject: [PATCH 08/66] Confirmed run on random input --- .gitignore | 2 + configs/imagenet_text2image_maxvit.yaml | 111 ++++++++++++++++++++++++ muse/__init__.py | 2 +- muse/modeling_transformer.py | 12 ++- training/train_muse.py | 9 +- 5 files changed, 129 insertions(+), 7 deletions(-) create mode 100644 configs/imagenet_text2image_maxvit.yaml diff --git a/.gitignore b/.gitignore index 70ead23a..5b6b2b74 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,7 @@ # Byte-compiled / optimized / DLL files output.jpg +wandb +imagenet-text2image __pycache__/ *.py[cod] *$py.class diff --git a/configs/imagenet_text2image_maxvit.yaml b/configs/imagenet_text2image_maxvit.yaml new file mode 100644 index 00000000..9fe4abf6 --- /dev/null +++ b/configs/imagenet_text2image_maxvit.yaml @@ -0,0 +1,111 @@ +wandb: + entity: null + +experiment: + project: "muse" + name: "imagenet-text2image" + output_dir: "imagenet-text2image" + max_train_examples: 1281167 # total number of imagenet examples + max_eval_examples: 12800 + save_every: 1000 + eval_every: 1000 + generate_every: 1000 + log_every: 50 + log_grad_norm_every: 500 + resume_from_checkpoint: False + resume_lr_scheduler: True + +model: + vq_model: + pretrained: "openMUSE/maskgit-vqgan-imagenet-f16-256" + type: "maskgit_vqgan" + + architecture: "maxvit" + text_encoder: + type: "t5" + pretrained: "google/t5-v1_1-large" + + transformer: + vocab_size: 1040 + max_position_embeddings: 256 + hidden_size: 1024 + num_hidden_layers: 24 + num_attention_heads: 16 + intermediate_size: 4096 + add_cross_attention: True + encoder_hidden_size: 1024 + project_encoder_hidden_states: False + codebook_size: 1024 + num_vq_tokens: 256 + initializer_range: 0.02 + norm_type: "rmsnorm" + layer_norm_eps: 1e-6 + use_normformer: False + use_encoder_layernorm: True + use_mlm_layer: True + use_mlm_layernorm: True + use_bias: False + hidden_dropout: 0.0 + attention_dropout: 0.0 + + gradient_checkpointing: True + enable_xformers_memory_efficient_attention: True + + +dataset: + type: "classification" + params: + train_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-train-{000000..000320}.tar -" + eval_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-val-{000000..000012}.tar -" + imagenet_class_mapping_path: "/fsx/suraj/data/imagenet-class-mapping.json" + dataset.params.validation_prompts_file: null + batch_size: ${training.batch_size} + shuffle_buffer_size: 1000 + num_workers: 2 + resolution: 256 + pin_memory: True + persistent_workers: True + preprocessing: + max_seq_length: 16 + resolution: 256 + center_crop: True + random_flip: False + + +optimizer: + name: adamw + params: # default adamw params + learning_rate: 1e-4 + scale_lr: False # scale learning rate by total batch size + beta1: 0.9 + beta2: 0.999 + weight_decay: 0.01 + epsilon: 1e-8 + + +lr_scheduler: + scheduler: "constant_with_warmup" + params: + learning_rate: ${optimizer.params.learning_rate} + warmup_steps: 2000 + + +training: + gradient_accumulation_steps: 1 + batch_size: 64 + mixed_precision: "no" + enable_tf32: True + use_ema: False + seed: 9345104 + max_train_steps: 200000 + overfit_one_batch: False + cond_dropout_prob: 0.1 + min_masking_rate: 0.0 + label_smoothing: 0.0 + max_grad_norm: null + guidance_scale: 2.0 + generation_timesteps: 4 + # related to vae code sampling + use_soft_code_target: False + use_stochastic_code: False + soft_code_temp: 1.0 diff --git a/muse/__init__.py b/muse/__init__.py index 70775e09..fcacaaf0 100644 --- a/muse/__init__.py +++ b/muse/__init__.py @@ -18,6 +18,6 @@ from .modeling_maskgit_vqgan import MaskGitVQGAN from .modeling_movq import MOVQ from .modeling_taming_vqgan import VQGANModel -from .modeling_transformer import MaskGitTransformer, MaskGiTUViT +from .modeling_transformer import MaskGitTransformer, MaskGiTUViT, MaskGiTMaxViT from .pipeline_muse import PipelineMuse from .sampling import get_mask_chedule diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index e90392ed..290836f5 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1381,6 +1381,7 @@ def MBConv( shrinkage_rate = 0.25, dropout = 0., ): + print(f"dimin: {dim_in} dim_out: {dim_out}") hidden_dim = int(expansion_rate * dim_out) stride = 2 if downsample else 1 @@ -1404,7 +1405,7 @@ def MBConv( class MaxVitAttention(Attention): def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): super().__init__(hidden_size, num_heads, encoder_hidden_size=encoder_hidden_size, attention_dropout=attention_dropout, use_bias=use_bias) - self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.heads) + self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.num_heads) # TODO: Maybe make this more comprehensible. This is basically positional embeddings for our grid pos = torch.arange(window_size) @@ -1442,7 +1443,7 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m batch, height, width, window_height, window_width, _ = hidden_states.shape # flatten x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') - out = super().forward(x, encoder_attention_mask=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask) + out = super().forward(x, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask) out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) # combine heads out @@ -1452,6 +1453,8 @@ class MaxVitBlock(nn.Module): def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0,\ num_heads=3): super().__init__() + print('maxvit block') + print(stage_dim_in, layer_dim) self.mb_conv = MBConv( stage_dim_in, layer_dim, @@ -1572,7 +1575,8 @@ def __init__( ) self.layers = nn.ModuleList([]) - + print(f"dim_conv_stem: {dim_conv_stem}") + print(block_out_channels) # iterate through stages for i in range(len(block_out_channels)): @@ -1580,7 +1584,7 @@ def __init__( for stage_ind in range(layer_depth): is_first = stage_ind == 0 output_channels = block_out_channels[i] - stage_dim_in = hidden_conv_stem if is_first else output_channels + stage_dim_in = dim_conv_stem if is_first else output_channels block = MaxVitBlock(stage_dim_in, output_channels, norm_cls=norm_cls, window_size=window_size, mbconv_expansion_rate=mbconv_shrinkage_rate,\ mbconv_shrinkage_rate=mbconv_shrinkage_rate, is_first=is_first, dropout=attention_dropout, num_heads=num_heads) diff --git a/training/train_muse.py b/training/train_muse.py index eedc62d2..8e3e9065 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -41,6 +41,7 @@ MOVQ, MaskGitTransformer, MaskGiTUViT, + MaskGiTMaxViT, MaskGitVQGAN, VQGANModel, get_mask_chedule, @@ -238,8 +239,12 @@ def main(): vq_class = get_vq_model_class(config.model.vq_model.type) vq_model = vq_class.from_pretrained(config.model.vq_model.pretrained) - - model_cls = MaskGitTransformer if config.model.get("architecture", "transformer") == "transformer" else MaskGiTUViT + if config.model.get("architecture", "transformer") == "transformer": + model_cls = MaskGitTransformer + elif config.model.get("architecture", "transformer") == "transformer": + model_cls = MaskGiTUViT + else: + model_cls = MaskGiTMaxViT model = model_cls(**config.model.transformer) mask_id = model.config.mask_token_id From 77da80e4d9b87521df721ecf683757583a0e1964 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 07:36:42 -0400 Subject: [PATCH 09/66] Added docs --- generated/output_0.jpg | Bin 0 -> 15040 bytes generated/output_1.jpg | Bin 0 -> 14970 bytes generated/output_2.jpg | Bin 0 -> 14528 bytes generated/output_3.jpg | Bin 0 -> 14823 bytes 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torch.stack(torch.meshgrid(pos, pos, indexing = 'ij')) grid = rearrange(grid, 'c i j -> (i j) c') + """ + grid is + tensor([[ 0, 0], + [ 0, 1], + [ 0, 2], + ..., + [window_size-1, window_size-1]]) + with shape [window_size**2, 2] + This is essentially 2d coordinates for window_size x window_size grid + """ rel_pos = rearrange(grid, 'i ... -> i 1 ...') - rearrange(grid, 'j ... -> 1 j ...') rel_pos += window_size - 1 + """ + rel_pos has shape [window_size**2, window_wize**2, 2] + here rel_pos[i] = tensor([[24+(i // window_size), 24+(i % window_size)], + [24+(i // window_size), 23+(i % window_size)], + [24+(i // window_size), 22+(i % window_size)], + ..., + [ (i // window_size), 2+(i % window_size)], + [ (i // window_size), 1+(i % window_size)], + [ (i // window_size), (i % window_size)]]) + """ rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim = -1) - + """ + rel_pos_indices has shape (625, 625) + rel_pos_indices[i] = [i, i+1, i+2...i+window_size-1, i+2*window_size-1, i+2*window_size....] + """ self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) def attention(self, query, key, value, attention_mask=None): batch, seq_len = query.shape[:2] @@ -1453,8 +1475,6 @@ class MaxVitBlock(nn.Module): def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0,\ num_heads=3): super().__init__() - print('maxvit block') - print(stage_dim_in, layer_dim) self.mb_conv = MBConv( stage_dim_in, layer_dim, diff --git a/real/0.jpg b/real/0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5be54cee44182db33ce0eb6fe046f13b63c3c36 GIT binary patch literal 1078938 zcmb5Wc|4Sh8$Mjf7G>AiLSx2K!XReUv5gF4%34GzyO3oNa!%H=6*I^-LStXbnx)Q( z5Mshmh?0_BMa!vk&iB0cGkw3m-~0agHlI(%EYD2Oec#u8UDtg-{X6yV{0dlV!@B^3UD|M|CPhbTX9 zt>6ysoyt47M0awF?)4$5f*iC#t#xFUi{N@%)x zlX#~M*7J#vyN{(9DFrP+;38?GV}v 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z_zaSqI6WA5ipJi}G~?EwgZrR3YJY|b62*@p0r?rqjxOUdqOlrN2@C)uo}{9!4Iv%I!a z3#D9m#G{$sCINGMoZ>u&iH6k}dGgAH%n7Rm97=#d#oktxu-)% zddPE5Oz$p7jbNY-hj;;4<1`b)g>77pChn(rd7o?qieA4srH8W)5t)rx_7mVQbF Date: Sun, 23 Jul 2023 08:19:15 -0400 Subject: [PATCH 11/66] Refactored --- muse/modeling_transformer.py | 38 ++++++++++-------------------------- 1 file changed, 10 insertions(+), 28 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index e834ef41..9567aadf 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -314,7 +314,7 @@ def set_use_memory_efficient_attention_xformers( self.use_memory_efficient_attention_xformers = use_memory_efficient_attention_xformers self.xformers_attention_op = attention_op - def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): + def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None, bias=None): if encoder_attention_mask is not None and self.use_memory_efficient_attention_xformers: raise ValueError("Memory efficient attention does not yet support encoder attention mask") @@ -331,19 +331,19 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m value = value.view(batch, kv_seq_len, self.num_heads, self.head_dim) # (B, T, nh, hs) if self.use_memory_efficient_attention_xformers: - attn_output = xops.memory_efficient_attention(query, key, value, op=self.xformers_attention_op) + attn_output = xops.memory_efficient_attention(query, key, value, op=self.xformers_attention_op, attn_bias=bias) attn_output = attn_output.view(batch, q_seq_len, self.hidden_size) else: attention_mask = None if encoder_attention_mask is not None: src_attn_mask = torch.ones(batch, q_seq_len, dtype=torch.long, device=query.device) attention_mask = make_attention_mask(src_attn_mask, encoder_attention_mask, dtype=query.dtype) - attn_output = self.attention(query, key, value, attention_mask) + attn_output = self.attention(query, key, value, attention_mask, bias) attn_output = self.out(attn_output) return attn_output - def attention(self, query, key, value, attention_mask=None): + def attention(self, query, key, value, attention_mask=None, bias=None): batch, seq_len = query.shape[:2] kv_seq_len = key.shape[1] query, key, value = map(lambda t: t.transpose(1, 2).contiguous(), (query, key, value)) # (B, nh, T, hs) @@ -355,6 +355,8 @@ def attention(self, query, key, value, attention_mask=None): alpha=1 / self.scale_attn, ) attn_weights = attn_weights.view(batch, self.num_heads, seq_len, kv_seq_len) # -1 is kv_seq_len + if bias is not None: + attn_weights += bias # Apply the attention mask if attention_mask is not None: attn_weights = torch.masked_fill(attn_weights, attention_mask, torch.finfo(query.dtype).min) @@ -1438,34 +1440,14 @@ def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=No rel_pos_indices[i] = [i, i+1, i+2...i+window_size-1, i+2*window_size-1, i+2*window_size....] """ self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) - def attention(self, query, key, value, attention_mask=None): - batch, seq_len = query.shape[:2] - kv_seq_len = key.shape[1] - query, key, value = map(lambda t: t.transpose(1, 2).contiguous(), (query, key, value)) # (B, nh, T, hs) - - attn_weights = torch.baddbmm( - input=torch.zeros(batch * self.num_heads, seq_len, kv_seq_len, dtype=query.dtype, device=query.device), - batch1=query.view(batch * self.num_heads, seq_len, self.head_dim), - batch2=key.view(batch * self.num_heads, kv_seq_len, self.head_dim).transpose(1, 2), - alpha=1 / self.scale_attn, - ) - attn_weights = attn_weights.view(batch, self.num_heads, seq_len, kv_seq_len) # -1 is kv_seq_len - bias = self.rel_pos_bias(self.rel_pos_indices) - attn_weights = attn_weights + rearrange(bias, 'i j h -> h i j') - # Apply the attention mask - if attention_mask is not None: - attn_weights = torch.masked_fill(attn_weights, attention_mask, torch.finfo(query.dtype).min) - attn_weights = F.softmax(attn_weights, dim=-1) - attn_weights = self.dropout(attn_weights) - attn_output = torch.matmul(attn_weights, value) # (B, nh, T, T) x (B, nh, T, hs) -> (B, nh, T, hs) - # re-assemble all head outputs side by side - attn_output = attn_output.transpose(1, 2).contiguous().view(batch, seq_len, self.hidden_size) - return attn_output def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): batch, height, width, window_height, window_width, _ = hidden_states.shape # flatten + # Here, w1 and w2 are both window size so x will have size (b x y), window_size**2, d x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') - out = super().forward(x, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask) + bias = self.rel_pos_bias(self.rel_pos_indices) + bias = rearrange(bias, 'i j h -> h i j') + out = super().forward(x, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) # combine heads out From c8107b7ca106d45ecb9961b419383262bd0dee00 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 08:24:57 -0400 Subject: [PATCH 12/66] Properly save --- .gitignore | 3 --- muse/modeling_transformer.py | 6 +----- 2 files changed, 1 insertion(+), 8 deletions(-) diff --git a/.gitignore b/.gitignore index f7abfb50..d1f31092 100644 --- a/.gitignore +++ b/.gitignore @@ -4,13 +4,10 @@ real generated real output.jpg -<<<<<<< HEAD wandb imagenet-text2image -======= segmented.jpg ->>>>>>> 21b5600a636f39569160876cd6ea291220e8cbcb __pycache__/ *.py[cod] *$py.class diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 2db6a643..e8ecefed 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -571,13 +571,9 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m value = value.view(batch, kv_seq_len, self.num_heads, self.head_dim) # (B, T, nh, hs) if self.use_memory_efficient_attention_xformers: -<<<<<<< HEAD - attn_output = xops.memory_efficient_attention(query, key, value, op=self.xformers_attention_op, attn_bias=bias) -======= attn_output = xops.memory_efficient_attention( - query, key, value, op=self.xformers_attention_op, p=self.attention_dropout if self.training else 0.0 + query, key, value, op=self.xformers_attention_op, p=self.attention_dropout if self.training else 0.0, attn_bias=bias ) ->>>>>>> 21b5600a636f39569160876cd6ea291220e8cbcb attn_output = attn_output.view(batch, q_seq_len, self.hidden_size) else: attention_mask = None From 11fcedb30937f958ba4e2449efc5ad7f8926b950 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 08:34:01 -0400 Subject: [PATCH 13/66] Added more docs --- muse/modeling_transformer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index e8ecefed..3d3e704b 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1992,7 +1992,9 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m # Here, w1 and w2 are both window size so x will have size (b x y), window_size**2, d x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') bias = self.rel_pos_bias(self.rel_pos_indices) + # shape is [window_size**2, window_size**2, self.num_heads] bias = rearrange(bias, 'i j h -> h i j') + # shape is [self.num_heads, window_size**2, window_size**2] out = super().forward(x, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) @@ -2123,8 +2125,6 @@ def __init__( ) self.layers = nn.ModuleList([]) - print(f"dim_conv_stem: {dim_conv_stem}") - print(block_out_channels) # iterate through stages for i in range(len(block_out_channels)): From debe7a00c5666e59b7c043eb6bb16f94a9772707 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 09:17:24 -0400 Subject: [PATCH 14/66] Added doc --- muse/modeling_transformer.py | 1 + 1 file changed, 1 insertion(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 3d3e704b..6bb46616 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1995,6 +1995,7 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m # shape is [window_size**2, window_size**2, self.num_heads] bias = rearrange(bias, 'i j h -> h i j') # shape is [self.num_heads, window_size**2, window_size**2] + # the bias adds positional embeddings for each window size segment out = super().forward(x, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) From c907c1c6f5c168f9cd33db99e91f650783e32e60 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 09:43:29 -0400 Subject: [PATCH 15/66] Made mbconv a class --- muse/modeling_transformer.py | 59 ++++++++++++++++++++---------------- 1 file changed, 33 insertions(+), 26 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 6bb46616..307f703b 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1878,6 +1878,8 @@ def generate2( return sampled_ids # Taken and slightly adapted from https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/max_vit.py +# Originally proposed https://arxiv.org/abs/1709.01507 +# The main idea is without changing the size of the input, choose to prioritize some channels over others class SqueezeExcitation(nn.Module): def __init__(self, dim, shrinkage_rate = 0.25): super().__init__() @@ -1920,34 +1922,39 @@ def forward(self, x): keep_mask = torch.FloatTensor((x.shape[0], 1, 1, 1), device = device).uniform_() > self.prob return x * keep_mask / (1 - self.prob) -def MBConv( - dim_in, - dim_out, - *, - downsample, - expansion_rate = 4, - shrinkage_rate = 0.25, - dropout = 0., -): - hidden_dim = int(expansion_rate * dim_out) - stride = 2 if downsample else 1 - - net = nn.Sequential( - nn.Conv2d(dim_in, hidden_dim, 1), - nn.BatchNorm2d(hidden_dim), - nn.GELU(), - nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = hidden_dim), - nn.BatchNorm2d(hidden_dim), - nn.GELU(), - SqueezeExcitation(hidden_dim, shrinkage_rate = shrinkage_rate), - nn.Conv2d(hidden_dim, dim_out, 1), - nn.BatchNorm2d(dim_out) - ) +class MBConv(nn.Module): + def __init__( + self, + dim_in, + dim_out, + *, + downsample, + expansion_rate = 4, + shrinkage_rate = 0.25, + dropout = 0., + ): + # One function of this mbconv layer argued in the paper is to provide conditional position encoding especially with the depthwise convolution + # so that we do not need explicit positional embeddings + hidden_dim = int(expansion_rate * dim_out) + stride = 2 if downsample else 1 + + self.net = nn.Sequential( + nn.Conv2d(dim_in, hidden_dim, 1), + nn.BatchNorm2d(hidden_dim), + nn.GELU(), + nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = hidden_dim), + nn.BatchNorm2d(hidden_dim), + nn.GELU(), + SqueezeExcitation(hidden_dim, shrinkage_rate = shrinkage_rate), + nn.Conv2d(hidden_dim, dim_out, 1), + nn.BatchNorm2d(dim_out) + ) - if dim_in == dim_out and not downsample: - net = MBConvResidual(net, dropout = dropout) + if dim_in == dim_out and not downsample: + self.net = MBConvResidual(self.net, dropout = dropout) + def forward(self, x): + return self.net(x) - return net class MaxVitAttention(Attention): def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): From b91b1494811308a22de00b56ff5190a981f43410 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 12:13:25 -0400 Subject: [PATCH 16/66] Reformatting --- muse/modeling_transformer.py | 390 ++++++----------------------------- 1 file changed, 64 insertions(+), 326 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 307f703b..3e9298d9 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -759,6 +759,64 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m hidden_states = residual + hidden_states return hidden_states +class MaxVitTransformerLayer(nn.Module): + def __init__(self, + hidden_size, + intermediate_size, + num_attention_heads, + encoder_hidden_size=1024, + add_cross_attention=False, + hidden_dropout=0.0, + attention_dropout=0.0, + norm_type="layernorm", + window_size=7, + mbconv_expansion_rate=4, + mbconv_shrinkage_rate=0.25, + is_first=False, + use_bias=False, + ): + super().__init__() + if add_cross_attention: + raise NotImplementedError("Currently defaults to just doing cross attention without self attention") + norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm + + self.mb_conv = MBConv( + hidden_size, + intermediate_size, + downsample = is_first, + expansion_rate = mbconv_expansion_rate, + shrinkage_rate = mbconv_shrinkage_rate + ) + self.window_size = window_size + self.norm0 = norm_cls(intermediate_size) + self.attn0 = MaxVitAttention(hidden_size = intermediate_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) + self.norm1 = norm_cls(intermediate_size) + # In lucidrian's code the implementation of feedforward is different + self.ff0 = FeedForward(hidden_size=intermediate_size, intermediate_size=4*intermediate_size, hidden_dropout=hidden_dropout) + self.norm2 = norm_cls(intermediate_size) + self.attn1 = MaxVitAttention(hidden_size = intermediate_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) + self.norm3 = norm_cls(intermediate_size) + self.ff1 = FeedForward(hidden_size=intermediate_size, intermediate_size=4*intermediate_size, hidden_dropout=hidden_dropout) + def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=None): + # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives + # our local attention once positional embeddings are added to it + # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one + # This helps us make a "global" grid of window_size x window_size + hidden = self.mb_conv(hidden) + # block like attention(local attention) + hidden = rearrange(hidden, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden = self.norm0(hidden) + hidden = self.attn0(hidden, encoder_hidden_states, encoder_attention_mask) + hidden = self.norm1(hidden) + hidden = self.ff0(hidden) + hidden = rearrange(hidden, 'b x y w1 w2 d -> b d (x w1) (y w2)') + # grid-like attention(global attention) + hidden = rearrange(hidden, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden = self.norm2(hidden) + hidden = self.attn1(hidden, encoder_hidden_states, encoder_attention_mask) + hidden = self.norm3(hidden) + hidden = self.ff1(hidden) + return rearrange(hidden, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') class Embed(nn.Module): def __init__( @@ -968,6 +1026,7 @@ def __init__( use_codebook_size_for_output=False, use_conv_in_out=False, patch_size=1, + transformer_type="default", **kwargs, ): super().__init__() @@ -984,6 +1043,7 @@ def __init__( self.register_to_config(mask_token_id=vocab_size - 1) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm + transformer_cls = TransformerLayer if transformer_type == "default" else MaxVitTransformerLayer if use_conv_in_out: self.embed = ConvEmbed( @@ -1014,7 +1074,7 @@ def __init__( self.transformer_layers = nn.ModuleList( [ - TransformerLayer( + transformer_cls( hidden_size=self.hidden_size, intermediate_size=self.intermediate_size, num_attention_heads=self.num_attention_heads, @@ -1351,6 +1411,7 @@ def __init__( use_empty_embeds_for_uncond=False, learn_uncond_embeds=False, use_vannilla_resblock=False, + transformer_type="default", **kwargs, ): super().__init__() @@ -1368,6 +1429,7 @@ def __init__( self.register_to_config(block_out_channels=tuple(block_out_channels)) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm + transformer_cls = TransformerLayer if transformer_type == "default" else MaxVitTransformerLayer if learn_uncond_embeds: self.uncond_embeds = nn.Parameter(torch.randn(size=(77, encoder_hidden_size), requires_grad=True)) @@ -1444,7 +1506,7 @@ def __init__( # Mid Transformer self.transformer_layers = nn.ModuleList( [ - TransformerLayer( + transformer_cls( hidden_size=self.hidden_size, intermediate_size=self.intermediate_size, num_attention_heads=self.num_attention_heads, @@ -2008,327 +2070,3 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m # combine heads out return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) - -class MaxVitBlock(nn.Module): - def __init__(self, stage_dim_in, layer_dim, norm_cls=LayerNorm, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, is_first=False, dropout=0.0,\ - num_heads=3): - super().__init__() - self.mb_conv = MBConv( - stage_dim_in, - layer_dim, - downsample = is_first, - expansion_rate = mbconv_expansion_rate, - shrinkage_rate = mbconv_shrinkage_rate - ) - self.window_size = window_size - self.norm0 = norm_cls(layer_dim) - self.attn0 = MaxVitAttention(hidden_size = layer_dim, num_heads = num_heads, attention_dropout = dropout, window_size = window_size) - self.norm1 = norm_cls(layer_dim) - # In lucidrian's code the implementation of feedforward is different - self.ff0 = FeedForward(hidden_size=layer_dim, intermediate_size=4*layer_dim, hidden_dropout=dropout) - self.norm2 = norm_cls(layer_dim) - self.attn1 = MaxVitAttention(hidden_size = layer_dim, num_heads = num_heads, attention_dropout = dropout, window_size = window_size) - self.norm3 = norm_cls(layer_dim) - self.ff1 = FeedForward(hidden_size=layer_dim, intermediate_size=4*layer_dim, hidden_dropout=dropout) - def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=None): - # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives - # our local attention once positional embeddings are added to it - # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one - # This helps us make a "global" grid of window_size x window_size - hidden = self.mb_conv(hidden) - # block like attention(local attention) - hidden = rearrange(hidden, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) - hidden = self.norm0(hidden) - hidden = self.attn0(hidden, encoder_hidden_states, encoder_attention_mask) - hidden = self.norm1(hidden) - hidden = self.ff0(hidden) - hidden = rearrange(hidden, 'b x y w1 w2 d -> b d (x w1) (y w2)') - # grid-like attention(global attention) - hidden = rearrange(hidden, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) - hidden = self.norm2(hidden) - hidden = self.attn1(hidden, encoder_hidden_states, encoder_attention_mask) - hidden = self.norm3(hidden) - hidden = self.ff1(hidden) - return rearrange(hidden, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') -class MaskGiTMaxViT(ModelMixin, ConfigMixin): - _supports_gradient_checkpointing = True - - @register_to_config - def __init__( - self, - vocab_size, # codebook_size + 1 (for the mask token), for class-conditioned generation it'll be codebook_size + num_classes + 1 - hidden_size=768, - in_channels=384, - block_out_channels=(768, 768), - depth = (2, 2), - num_res_blocks=2, - num_hidden_layers=12, - num_attention_heads=12, - intermediate_size=3072, - hidden_dropout=0.1, - attention_dropout=0.1, - max_position_embeddings=256, # for clas-conditioned generation it'll be 256 + 1 (for the class token) - add_cross_attention=False, - encoder_hidden_size=1024, # T5-large - project_encoder_hidden_states=False, - initializer_range=0.02, - norm_type="groupnorm2d", # or rmsnorm - layer_norm_eps=1e-5, - use_normformer=False, - use_encoder_layernorm=True, - use_bias=False, - codebook_size=1024, - num_vq_tokens=256, - num_classes=None, # set for class-conditioned generation - use_position_embeddings=False, - use_codebook_size_for_output=False, - patch_size=1, - hidden_conv_stem=None, - window_size = 7, # window size for block and grids - mbconv_expansion_rate = 4, # expansion rate of MBConv - mbconv_shrinkage_rate = 0.25, # shrinkage rate of squeeze-excitation in MBConv - num_heads=3, - **kwargs, - ): - super().__init__() - self.vocab_size = vocab_size - self.hidden_size = hidden_size - self.num_hidden_layers = num_hidden_layers - self.num_attention_heads = num_attention_heads - self.intermediate_size = intermediate_size - self.hidden_dropout = hidden_dropout - self.attention_dropout = attention_dropout - self.max_position_embeddings = max_position_embeddings - self.initializer_range = initializer_range - if hidden_conv_stem: - dim_conv_stem = hidden_conv_stem - else: - dim_conv_stem = hidden_size - - self.conv_stem = nn.Sequential( - nn.Conv2d(in_channels, dim_conv_stem, 3, stride = 2, padding = 1), - nn.Conv2d(dim_conv_stem, dim_conv_stem, 3, padding = 1) - ) - self.register_to_config(mask_token_id=vocab_size - 1) - self.register_to_config(block_out_channels=tuple(block_out_channels)) - if norm_type == "layernorm": - norm_cls = partial(LayerNorm, use_bias=use_bias) - else: - norm_cls = RMSNorm - - if add_cross_attention is not None and project_encoder_hidden_states: # Cross attention - self.encoder_proj = nn.Linear(encoder_hidden_size, hidden_size, bias=use_bias) - self.encoder_proj_layer_norm = norm_cls(hidden_size, eps=layer_norm_eps) - - # Embeddings - self.embed = ConvEmbed( - vocab_size, - in_channels, - block_out_channels[0], - patch_size=patch_size, - norm_type=norm_type, - layer_norm_eps=layer_norm_eps, - use_position_embeddings=use_position_embeddings, - use_bias=use_bias, - ) - - self.layers = nn.ModuleList([]) - # iterate through stages - - for i in range(len(block_out_channels)): - layer_depth = depth[i] - for stage_ind in range(layer_depth): - is_first = stage_ind == 0 - output_channels = block_out_channels[i] - stage_dim_in = dim_conv_stem if is_first else output_channels - - block = MaxVitBlock(stage_dim_in, output_channels, norm_cls=norm_cls, window_size=window_size, mbconv_expansion_rate=mbconv_shrinkage_rate,\ - mbconv_shrinkage_rate=mbconv_shrinkage_rate, is_first=is_first, dropout=attention_dropout, num_heads=num_heads) - - self.layers.append(block) - - # Output - self.output_size = codebook_size if use_codebook_size_for_output else self.vocab_size - self.mlm_layer = ConvMlmLayer( - self.output_size, - in_channels, - block_out_channels[0], - patch_size=patch_size, - norm_type=norm_type, - layer_norm_eps=layer_norm_eps, - use_bias=use_bias, - ) - self.gradient_checkpointing = False - - # --- WEIGHT INIT --- - self.apply(self._init_weights) # General init - nn.init.constant_(self.mlm_layer.conv1.weight, 0) - nn.init.normal_(self.embed.embeddings.weight, std=np.sqrt(1 / vocab_size)) - nn.init.normal_(self.mlm_layer.conv2.weight, std=np.sqrt(1 / codebook_size)) - - def _init_weights(self, module): - """ - Initialize the weights according to the original implementation. - https://github.com/google-research/maskgit/blob/main/maskgit/nets/maskgit_transformer.py#L37 - """ - # TODO: make this configurable - if isinstance(module, (nn.Linear, nn.Conv2d)): - nn.init.trunc_normal_(module.weight, std=self.config.initializer_range) - if module.bias is not None: - module.bias.data.zero_() - elif isinstance(module, nn.Embedding): - nn.init.trunc_normal_(module.weight, std=self.config.initializer_range) - elif isinstance(module, (nn.LayerNorm, RMSNorm)): - module.weight.data.fill_(1.0) - if hasattr(module, "bias") and module.bias is not None: - module.bias.data.zero_() - - def forward( - self, - input_ids, - encoder_hidden_states=None, - encoder_attention_mask=None, - labels=None, - label_smoothing=0.0, - cond_dropout_prob=0.0, - ): - if self.config.add_cross_attention and encoder_hidden_states is None: - raise ValueError("If `add_cross_attention` is True, `encoder_hidden_states` should be provided.") - - hidden_states = self.embed(input_ids) - - if encoder_hidden_states is not None and self.config.project_encoder_hidden_states: - encoder_hidden_states = self.encoder_proj(encoder_hidden_states) - encoder_hidden_states = self.encoder_proj_layer_norm(encoder_hidden_states) - - # condition dropout for classifier free guidance - if encoder_hidden_states is not None and self.training and cond_dropout_prob > 0.0: - batch_size = encoder_hidden_states.shape[0] - mask = prob_mask_like((batch_size, 1, 1), 1.0 - cond_dropout_prob, encoder_hidden_states.device) - encoder_hidden_states = encoder_hidden_states * mask - - for layer in self.layers: - if self.gradient_checkpointing: - - def create_custom_forward(module): - def custom_forward(*inputs): - return module(*inputs) - - return custom_forward - - hidden_states = checkpoint( - create_custom_forward(layer), hidden_states, encoder_hidden_states, encoder_attention_mask - ) - else: - hidden_states = layer( - hidden_states, - encoder_hidden_states=encoder_hidden_states, - encoder_attention_mask=encoder_attention_mask, - ) - - if self.config.use_encoder_layernorm: - hidden_states = self.encoder_layer_norm(hidden_states) - - batch_size, channels, height, width = hidden_states.shape - hidden_states = hidden_states.permute(0, 2, 3, 1).reshape(batch_size, height * width, channels) - logits = self.mlm_layer(hidden_states) - - if labels is not None: - loss = F.cross_entropy( - logits.view(-1, self.output_size), labels.view(-1), ignore_index=-100, label_smoothing=label_smoothing - ) - return logits, loss - return logits - - def _set_gradient_checkpointing(self, module, value=False): - self.gradient_checkpointing = True - if isinstance(module, (DownsampleBlock, UpsampleBlock)): - module.gradient_checkpointing = value - - def generate2( - self, - class_ids: torch.LongTensor = None, - encoder_hidden_states: torch.FloatTensor = None, - temperature=1.0, - timesteps=18, # ideal number of steps is 18 in maskgit paper - guidance_scale=0, - noise_schedule=cosine_schedule, - generator: torch.Generator = None, - **kwargs, - ): - """ - Generate 1:1 similar to the original MaskGit repo - https://github.com/google-research/maskgit/blob/main/maskgit/libml/parallel_decode.py#L79 - """ - # begin with all image token ids masked - mask_token_id = self.config.mask_token_id - seq_len = self.config.num_vq_tokens - - batch_size = len(class_ids) if class_ids is not None else encoder_hidden_states.shape[0] - shape = (batch_size, seq_len) - - # shift the class ids by the codebook size - if class_ids is not None: - class_ids += self.config.codebook_size - - # initialize with all image tokens masked - input_ids = torch.ones(shape, dtype=torch.long, device=self.device) * mask_token_id - - for step in range(timesteps): - # prepend class token to input_ids - if class_ids is not None: - input_ids = torch.cat([class_ids[:, None], input_ids], dim=1) - - # classifier free guidance - if encoder_hidden_states is not None and guidance_scale > 0: - uncond_encoder_states = torch.zeros_like(encoder_hidden_states) - model_input = torch.cat([input_ids] * 2) - condition = torch.cat([encoder_hidden_states, uncond_encoder_states]) - cond_logits, uncond_logits = self(model_input, encoder_hidden_states=condition).chunk(2) - cond_logits = cond_logits[..., : self.config.codebook_size] - uncond_logits = uncond_logits[..., : self.config.codebook_size] - logits = uncond_logits + guidance_scale * (cond_logits - uncond_logits) - else: - logits = self(input_ids, encoder_hidden_states=encoder_hidden_states) - logits = logits[..., : self.config.codebook_size] - - # remove class token - if class_ids is not None: - input_ids = input_ids[:, 1:] - logits = logits[:, 1:] - - # Samples the ids using categorical sampling: [batch_size, seq_length]. - # sampled_ids = torch.multinomial(logits.softmax(dim=-1), 1) - sampled_ids = torch.stack( - [torch.multinomial(l.softmax(dim=-1), 1, generator=generator).squeeze(1) for l in logits] - ) - - # Just updates the masked tokens. - unknown_map = input_ids == mask_token_id - sampled_ids = torch.where(unknown_map, sampled_ids, input_ids) - # Defines the mask ratio for the next round. The number to mask out is - # determined by mask_ratio * unknown_number_in_the_beginning. - ratio = 1.0 * (step + 1) / timesteps - mask_ratio = noise_schedule(torch.tensor(ratio)) - # Computes the probabilities of each selected tokens. - probs = logits.softmax(dim=-1) - selected_probs = torch.gather(probs, -1, sampled_ids.long()[..., None]) - selected_probs = selected_probs.squeeze(-1) - - # Ignores the tokens given in the input by overwriting their confidence. - selected_probs = torch.where(unknown_map, selected_probs, torch.finfo(selected_probs.dtype).max) - # Gets mask lens for each sample in the batch according to the mask ratio. - mask_len = (seq_len * mask_ratio).floor().unsqueeze(0).to(logits.device) - # Keeps at least one of prediction in this round and also masks out at least - # one and for the next iteration - mask_len = torch.max( - torch.tensor([1], device=logits.device), torch.min(unknown_map.sum(dim=-1, keepdim=True) - 1, mask_len) - ) - - # Adds noise for randomness - temperature = temperature * (1.0 - ratio) - masking = mask_by_random_topk(mask_len, selected_probs, temperature, generator=generator) - # Masks tokens with lower confidence. - input_ids = torch.where(masking, mask_token_id, sampled_ids) - - return sampled_ids From e8e5fbe1cb543928289992eb991423c42bd0234b Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 12:14:46 -0400 Subject: [PATCH 17/66] Remove config for now --- configs/imagenet_text2image_maxvit.yaml | 111 ------------------------ muse/__init__.py | 2 +- 2 files changed, 1 insertion(+), 112 deletions(-) delete mode 100644 configs/imagenet_text2image_maxvit.yaml diff --git a/configs/imagenet_text2image_maxvit.yaml b/configs/imagenet_text2image_maxvit.yaml deleted file mode 100644 index 9fe4abf6..00000000 --- a/configs/imagenet_text2image_maxvit.yaml +++ /dev/null @@ -1,111 +0,0 @@ -wandb: - entity: null - -experiment: - project: "muse" - name: "imagenet-text2image" - output_dir: "imagenet-text2image" - max_train_examples: 1281167 # total number of imagenet examples - max_eval_examples: 12800 - save_every: 1000 - eval_every: 1000 - generate_every: 1000 - log_every: 50 - log_grad_norm_every: 500 - resume_from_checkpoint: False - resume_lr_scheduler: True - -model: - vq_model: - pretrained: "openMUSE/maskgit-vqgan-imagenet-f16-256" - type: "maskgit_vqgan" - - architecture: "maxvit" - text_encoder: - type: "t5" - pretrained: "google/t5-v1_1-large" - - transformer: - vocab_size: 1040 - max_position_embeddings: 256 - hidden_size: 1024 - num_hidden_layers: 24 - num_attention_heads: 16 - intermediate_size: 4096 - add_cross_attention: True - encoder_hidden_size: 1024 - project_encoder_hidden_states: False - codebook_size: 1024 - num_vq_tokens: 256 - initializer_range: 0.02 - norm_type: "rmsnorm" - layer_norm_eps: 1e-6 - use_normformer: False - use_encoder_layernorm: True - use_mlm_layer: True - use_mlm_layernorm: True - use_bias: False - hidden_dropout: 0.0 - attention_dropout: 0.0 - - gradient_checkpointing: True - enable_xformers_memory_efficient_attention: True - - -dataset: - type: "classification" - params: - train_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-train-{000000..000320}.tar -" - eval_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-val-{000000..000012}.tar -" - imagenet_class_mapping_path: "/fsx/suraj/data/imagenet-class-mapping.json" - dataset.params.validation_prompts_file: null - batch_size: ${training.batch_size} - shuffle_buffer_size: 1000 - num_workers: 2 - resolution: 256 - pin_memory: True - persistent_workers: True - preprocessing: - max_seq_length: 16 - resolution: 256 - center_crop: True - random_flip: False - - -optimizer: - name: adamw - params: # default adamw params - learning_rate: 1e-4 - scale_lr: False # scale learning rate by total batch size - beta1: 0.9 - beta2: 0.999 - weight_decay: 0.01 - epsilon: 1e-8 - - -lr_scheduler: - scheduler: "constant_with_warmup" - params: - learning_rate: ${optimizer.params.learning_rate} - warmup_steps: 2000 - - -training: - gradient_accumulation_steps: 1 - batch_size: 64 - mixed_precision: "no" - enable_tf32: True - use_ema: False - seed: 9345104 - max_train_steps: 200000 - overfit_one_batch: False - cond_dropout_prob: 0.1 - min_masking_rate: 0.0 - label_smoothing: 0.0 - max_grad_norm: null - guidance_scale: 2.0 - generation_timesteps: 4 - # related to vae code sampling - use_soft_code_target: False - use_stochastic_code: False - soft_code_temp: 1.0 diff --git a/muse/__init__.py b/muse/__init__.py index d1d5b5ef..7034783c 100644 --- a/muse/__init__.py +++ b/muse/__init__.py @@ -20,6 +20,6 @@ from .modeling_movq import MOVQ from .modeling_paella_vq import PaellaVQModel from .modeling_taming_vqgan import VQGANModel -from .modeling_transformer import MaskGitTransformer, MaskGiTUViT, MaskGiTMaxViT +from .modeling_transformer import MaskGitTransformer, MaskGiTUViT from .pipeline_muse import PipelineMuse, PipelineMuseInpainting from .sampling import get_mask_chedule From b1e17f1c84bc913ce281c23a8e7dadbb5491ead2 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 12:16:24 -0400 Subject: [PATCH 18/66] Removed redundant --- training/train_muse.py | 1 - 1 file changed, 1 deletion(-) diff --git a/training/train_muse.py b/training/train_muse.py index 88120783..a8351004 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -50,7 +50,6 @@ EMAModel, MaskGitTransformer, MaskGiTUViT, - MaskGiTMaxViT, MaskGitVQGAN, PaellaVQModel, VQGANModel, From 08b9e8741f452cb88f7bafe7f152f5801c6bfdf8 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 12:40:50 -0400 Subject: [PATCH 19/66] Fixed shape mismatch --- muse/modeling_transformer.py | 25 ++++++++++++------------- 1 file changed, 12 insertions(+), 13 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 3e9298d9..a5918f5f 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -782,21 +782,21 @@ def __init__(self, self.mb_conv = MBConv( hidden_size, - intermediate_size, - downsample = is_first, + hidden_size, expansion_rate = mbconv_expansion_rate, - shrinkage_rate = mbconv_shrinkage_rate + shrinkage_rate = mbconv_shrinkage_rate, + dropout=hidden_dropout ) self.window_size = window_size - self.norm0 = norm_cls(intermediate_size) - self.attn0 = MaxVitAttention(hidden_size = intermediate_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) - self.norm1 = norm_cls(intermediate_size) + self.norm0 = norm_cls(hidden_size) + self.attn0 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) + self.norm1 = norm_cls(hidden_size) # In lucidrian's code the implementation of feedforward is different - self.ff0 = FeedForward(hidden_size=intermediate_size, intermediate_size=4*intermediate_size, hidden_dropout=hidden_dropout) - self.norm2 = norm_cls(intermediate_size) - self.attn1 = MaxVitAttention(hidden_size = intermediate_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) - self.norm3 = norm_cls(intermediate_size) - self.ff1 = FeedForward(hidden_size=intermediate_size, intermediate_size=4*intermediate_size, hidden_dropout=hidden_dropout) + self.ff0 = FeedForward(hidden_size=hidden_size, intermediate_size=intermediate_size, hidden_dropout=hidden_dropout) + self.norm2 = norm_cls(hidden_size) + self.attn1 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) + self.norm3 = norm_cls(hidden_size) + self.ff1 = FeedForward(hidden_size=hidden_size, intermediate_size=intermediate_size, hidden_dropout=hidden_dropout) def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=None): # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives # our local attention once positional embeddings are added to it @@ -1989,8 +1989,7 @@ def __init__( self, dim_in, dim_out, - *, - downsample, + downsample=False, expansion_rate = 4, shrinkage_rate = 0.25, dropout = 0., From 147db13c3b88037cd20f10be51252885cc1be361 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 13:43:09 -0400 Subject: [PATCH 20/66] Fixed according to original paper --- muse/modeling_transformer.py | 58 ++++++++++++++++++++---------------- 1 file changed, 33 insertions(+), 25 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index a5918f5f..3300fcdf 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -675,6 +675,7 @@ def __init__( add_cond_embeds=False, cond_embed_dim=None, use_bias=False, + **kwargs ): super().__init__() @@ -759,27 +760,31 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m hidden_states = residual + hidden_states return hidden_states -class MaxVitTransformerLayer(nn.Module): +class MaxVitTransformerLayer(TransformerLayer): def __init__(self, hidden_size, intermediate_size, num_attention_heads, - encoder_hidden_size=1024, - add_cross_attention=False, hidden_dropout=0.0, attention_dropout=0.0, norm_type="layernorm", + use_bias=False, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, - is_first=False, - use_bias=False, + **kwargs ): - super().__init__() - if add_cross_attention: - raise NotImplementedError("Currently defaults to just doing cross attention without self attention") + super().__init__( + hidden_size, + intermediate_size, + num_attention_heads, + hidden_dropout=hidden_dropout, + attention_dropout=attention_dropout, + norm_type=norm_type, + use_bias=use_bias, + **kwargs + ) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm - self.mb_conv = MBConv( hidden_size, hidden_size, @@ -789,34 +794,37 @@ def __init__(self, ) self.window_size = window_size self.norm0 = norm_cls(hidden_size) - self.attn0 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) + self.attn0 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, window_size = window_size) self.norm1 = norm_cls(hidden_size) # In lucidrian's code the implementation of feedforward is different self.ff0 = FeedForward(hidden_size=hidden_size, intermediate_size=intermediate_size, hidden_dropout=hidden_dropout) self.norm2 = norm_cls(hidden_size) - self.attn1 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, encoder_hidden_size=encoder_hidden_size, window_size = window_size) + self.attn1 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, window_size = window_size) self.norm3 = norm_cls(hidden_size) self.ff1 = FeedForward(hidden_size=hidden_size, intermediate_size=intermediate_size, hidden_dropout=hidden_dropout) - def forward(self, hidden, encoder_hidden_states=None, encoder_attention_mask=None): + def attention(self, hidden_states): # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size - hidden = self.mb_conv(hidden) + residual = hidden_states + hidden_states = self.mb_conv(hidden_states) # block like attention(local attention) - hidden = rearrange(hidden, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) - hidden = self.norm0(hidden) - hidden = self.attn0(hidden, encoder_hidden_states, encoder_attention_mask) - hidden = self.norm1(hidden) - hidden = self.ff0(hidden) - hidden = rearrange(hidden, 'b x y w1 w2 d -> b d (x w1) (y w2)') + hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden_states = self.norm0(hidden_states) + hidden_states = self.attn0(hidden_states) + hidden_states = self.norm1(hidden_states) + hidden_states = self.ff0(hidden_states) + hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (x w1) (y w2)') # grid-like attention(global attention) - hidden = rearrange(hidden, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) - hidden = self.norm2(hidden) - hidden = self.attn1(hidden, encoder_hidden_states, encoder_attention_mask) - hidden = self.norm3(hidden) - hidden = self.ff1(hidden) - return rearrange(hidden, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') + hidden_states = rearrange(hidden_states, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden_states = self.norm2(hidden_states) + hidden_states = self.attn1(hidden_states) + hidden_states = self.norm3(hidden_states) + hidden_states = self.ff1(hidden_states) + hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') + hidden_states = hidden_states + residual + class Embed(nn.Module): def __init__( From 0fcf030a3da09c3e5959ec036f2727b1231cc264 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 23 Jul 2023 17:48:32 -0400 Subject: [PATCH 21/66] maxvit training test --- ...imagenet_text2image_movq_conv_max_vit.yaml | 115 ++++++++++++++++++ muse/modeling_transformer.py | 3 +- 2 files changed, 116 insertions(+), 2 deletions(-) create mode 100644 configs/imagenet_text2image_movq_conv_max_vit.yaml diff --git a/configs/imagenet_text2image_movq_conv_max_vit.yaml b/configs/imagenet_text2image_movq_conv_max_vit.yaml new file mode 100644 index 00000000..7f8403a7 --- /dev/null +++ b/configs/imagenet_text2image_movq_conv_max_vit.yaml @@ -0,0 +1,115 @@ +wandb: + entity: null + +experiment: + project: "muse" + name: "imagenet-movq-conv-maxvit" + output_dir: "imagenet-movq-conv-maxvit" + max_train_examples: 1281167 # total number of imagenet examples + max_eval_examples: 12800 + save_every: 1000 + eval_every: 1000 + generate_every: 1000 + log_every: 30 + log_grad_norm_every: 500 + resume_from_checkpoint: False + resume_lr_scheduler: True + +model: + vq_model: + type: "movq" + pretrained: "openMUSE/movq-lion-high-res-f8-16384" + + text_encoder: + type: "t5" + pretrained: "openMUSE/t5-v1_1-large-enc" + + transformer: + vocab_size: 16400 # (16384 + + 1 = 16385 -> Vq + , use 16400 for even division by 8) + max_position_embeddings: 256 + hidden_size: 1024 + num_hidden_layers: 24 + num_attention_heads: 16 + intermediate_size: 4096 + add_cross_attention: True + encoder_hidden_size: 1024 + project_encoder_hidden_states: False + codebook_size: 16384 + num_vq_tokens: 1024 + initializer_range: 0.02 + norm_type: "rmsnorm" + layer_norm_eps: 1e-6 + use_normformer: False + use_encoder_layernorm: True + use_mlm_layer: True + use_mlm_layernorm: True + use_bias: False + hidden_dropout: 0.0 + attention_dropout: 0.0 + use_codebook_size_for_output: True + use_conv_in_out: True + patch_size: 2 + transformer_type: "maxvit" + + gradient_checkpointing: True + enable_xformers_memory_efficient_attention: True + + +dataset: + type: "classification" + params: + train_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-train-{000000..000320}.tar -" + eval_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-val-{000000..000012}.tar -" + imagenet_class_mapping_path: "/fsx/suraj/data/imagenet-class-mapping.json" + dataset.params.validation_prompts_file: null + batch_size: ${training.batch_size} + shuffle_buffer_size: 1000 + num_workers: 4 + resolution: 256 + pin_memory: True + persistent_workers: True + preprocessing: + max_seq_length: 16 + resolution: 256 + center_crop: True + random_flip: False + + +optimizer: + name: fused_adamw + params: # default adamw params + learning_rate: 1e-4 + scale_lr: False # scale learning rate by total batch size + beta1: 0.9 + beta2: 0.999 + weight_decay: 0.01 + epsilon: 1e-8 + + +lr_scheduler: + scheduler: "constant_with_warmup" + params: + learning_rate: ${optimizer.params.learning_rate} + warmup_steps: 1000 + + +training: + gradient_accumulation_steps: 2 + batch_size: 64 + mixed_precision: "no" + enable_tf32: True + use_ema: False + seed: 9345104 + max_train_steps: 200000 + overfit_one_batch: False + cond_dropout_prob: 0.1 + min_masking_rate: 0.0 + label_smoothing: 0.0 + max_grad_norm: null + guidance_scale: 2.0 + generation_timesteps: 8 + # related to vae code sampling + use_soft_code_target: False + use_stochastic_code: False + soft_code_temp: 1.0 + diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 3300fcdf..b21c6c11 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -807,7 +807,6 @@ def attention(self, hidden_states): # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size - residual = hidden_states hidden_states = self.mb_conv(hidden_states) # block like attention(local attention) hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) @@ -823,7 +822,7 @@ def attention(self, hidden_states): hidden_states = self.norm3(hidden_states) hidden_states = self.ff1(hidden_states) hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') - hidden_states = hidden_states + residual + return hidden_states class Embed(nn.Module): From 3a3881a616b16995a9829a1e7d3002f59009a680 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 24 Jul 2023 20:32:44 -0400 Subject: [PATCH 22/66] Resolve conflict --- muse/modeling_transformer.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index b6eb41d8..a986fb7d 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1428,11 +1428,8 @@ def __init__( use_empty_embeds_for_uncond=False, learn_uncond_embeds=False, use_vannilla_resblock=False, -<<<<<<< HEAD transformer_type="default", -======= ffn_type="glu", ->>>>>>> 7ac4a0b884cd48ab78bd271d0b35447080255e70 **kwargs, ): super().__init__() From b04369a19f52822bf18074895d0de4571cd428c4 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 24 Jul 2023 20:41:37 -0400 Subject: [PATCH 23/66] Created config --- ...> imagenet_text2image_max_vit_jewels.yaml} | 51 +++++------ .../imagenet_text2image_jewels.slurm | 91 +++++++++++++++++++ 2 files changed, 116 insertions(+), 26 deletions(-) rename configs/{imagenet_text2image_movq_conv_max_vit.yaml => imagenet_text2image_max_vit_jewels.yaml} (67%) create mode 100644 slurm_scripts/imagenet_text2image_jewels.slurm diff --git a/configs/imagenet_text2image_movq_conv_max_vit.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml similarity index 67% rename from configs/imagenet_text2image_movq_conv_max_vit.yaml rename to configs/imagenet_text2image_max_vit_jewels.yaml index 7f8403a7..a0b7a349 100644 --- a/configs/imagenet_text2image_movq_conv_max_vit.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -1,31 +1,33 @@ wandb: - entity: null + entity: null + mode: "offline" experiment: project: "muse" - name: "imagenet-movq-conv-maxvit" - output_dir: "imagenet-movq-conv-maxvit" + name: "imagenet-text2image" + output_dir: "imagenet-text2image" max_train_examples: 1281167 # total number of imagenet examples max_eval_examples: 12800 save_every: 1000 eval_every: 1000 generate_every: 1000 - log_every: 30 + log_every: 50 log_grad_norm_every: 500 resume_from_checkpoint: False resume_lr_scheduler: True + num_nodes: null + num_gpus_per_node: null model: vq_model: - type: "movq" - pretrained: "openMUSE/movq-lion-high-res-f8-16384" - + pretrained: "openMUSE/maskgit-vqgan-imagenet-f16-256" + type: "maskgit_vqgan" text_encoder: type: "t5" - pretrained: "openMUSE/t5-v1_1-large-enc" + pretrained: "google/t5-v1_1-large" transformer: - vocab_size: 16400 # (16384 + + 1 = 16385 -> Vq + , use 16400 for even division by 8) + vocab_size: 1040 max_position_embeddings: 256 hidden_size: 1024 num_hidden_layers: 24 @@ -34,8 +36,8 @@ model: add_cross_attention: True encoder_hidden_size: 1024 project_encoder_hidden_states: False - codebook_size: 16384 - num_vq_tokens: 1024 + codebook_size: 1024 + num_vq_tokens: 256 initializer_range: 0.02 norm_type: "rmsnorm" layer_norm_eps: 1e-6 @@ -46,25 +48,23 @@ model: use_bias: False hidden_dropout: 0.0 attention_dropout: 0.0 - use_codebook_size_for_output: True - use_conv_in_out: True - patch_size: 2 - transformer_type: "maxvit" + transformer_type: 'maxvit' gradient_checkpointing: True enable_xformers_memory_efficient_attention: True + offline: True dataset: type: "classification" params: - train_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-train-{000000..000320}.tar -" - eval_shards_path_or_url: "pipe:aws s3 cp s3://muse-datasets/imagenet-wds/imagenet-val-{000000..000012}.tar -" - imagenet_class_mapping_path: "/fsx/suraj/data/imagenet-class-mapping.json" + train_shards_path_or_url: "/p/scratch/ccstdl/muse/muse-imagenet/imagenet-train-{000000..000320}.tar" + eval_shards_path_or_url: "/p/scratch/ccstdl/muse/muse-imagenet/imagenet-val-{000000..000012}.tar" + imagenet_class_mapping_path: "/p/scratch/ccstdl/muse/imagenet-class-mapping.json" dataset.params.validation_prompts_file: null batch_size: ${training.batch_size} shuffle_buffer_size: 1000 - num_workers: 4 + num_workers: 2 resolution: 256 pin_memory: True persistent_workers: True @@ -76,7 +76,7 @@ dataset: optimizer: - name: fused_adamw + name: adamw params: # default adamw params learning_rate: 1e-4 scale_lr: False # scale learning rate by total batch size @@ -90,12 +90,12 @@ lr_scheduler: scheduler: "constant_with_warmup" params: learning_rate: ${optimizer.params.learning_rate} - warmup_steps: 1000 + warmup_steps: 2000 training: - gradient_accumulation_steps: 2 - batch_size: 64 + gradient_accumulation_steps: 1 + batch_size: 16 mixed_precision: "no" enable_tf32: True use_ema: False @@ -107,9 +107,8 @@ training: label_smoothing: 0.0 max_grad_norm: null guidance_scale: 2.0 - generation_timesteps: 8 + generation_timesteps: 4 # related to vae code sampling use_soft_code_target: False use_stochastic_code: False - soft_code_temp: 1.0 - + soft_code_temp: 1.0 \ No newline at end of file diff --git a/slurm_scripts/imagenet_text2image_jewels.slurm b/slurm_scripts/imagenet_text2image_jewels.slurm new file mode 100644 index 00000000..7ef7eeca --- /dev/null +++ b/slurm_scripts/imagenet_text2image_jewels.slurm @@ -0,0 +1,91 @@ +#!/bin/bash +#SBATCH --job-name=t2i_testing +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 # crucial - only 1 task per dist per node! +#SBATCH --cpus-per-task=48 +#SBATCH --gres=gpu:4 +#SBATCH --exclusive +#SBATCH -A cstdl +#SBATCH --partition booster +#SBATCH --output=/p/home/jusers/isozaki1/juwels/%x-%j.out +#SBATCH --time=0:10:00 + +set -x -e + +source /p/home/jusers/isozaki1/juwels/miniconda3/etc/profile.d/conda.sh +conda activate muse + +echo "START TIME: $(date)" + +MUSE_REPO=/p/home/jusers/isozaki1/juwels/open-muse +OUTPUT_DIR=/p/home/jusers/isozaki1/juwels/muse +LOG_PATH=$OUTPUT_DIR/main_log.txt + +mkdir -p $OUTPUT_DIR +touch $LOG_PATH +pushd $MUSE_REPO + +GPUS_PER_NODE=4 +NNODES=$SLURM_NNODES + +CMD=" \ + training/train_muse.py config=configs/imagenet_text2image_jewels.yaml \ + wandb.entity=isamu \ + experiment.name=$(basename $OUTPUT_DIR) \ + experiment.output_dir=$OUTPUT_DIR \ + training.seed=9345104 \ + experiment.num_nodes=$SLURM_NNODES + + " + +# so processes know who to talk to +MASTER_ADDR=$(scontrol show hostnames $SLURM_JOB_NODELIST | head -n 1) +MASTER_PORT=6000 + +export LAUNCHER="python -u -m torch.distributed.run \ + --nproc_per_node $GPUS_PER_NODE \ + --nnodes $NNODES \ + --rdzv_endpoint $MASTER_ADDR:$MASTER_PORT \ + --rdzv_backend c10d \ + --max_restarts 0 \ + --tee 3 \ + " + +echo $CMD + +# hide duplicated errors using this hack - will be properly fixed in pt-1.12 +# export TORCHELASTIC_ERROR_FILE=/tmp/torch-elastic-error.json + +# force crashing on nccl issues like hanging broadcast +# export NCCL_ASYNC_ERROR_HANDLING=1 +# export NCCL_DEBUG=INFO +# export NCCL_DEBUG_SUBSYS=COLL +# export NCCL_SOCKET_NTHREADS=1 +# export NCCL_NSOCKS_PERTHREAD=1 +# export CUDA_LAUNCH_BLOCKING=1 + +# # AWS specific +# export NCCL_PROTO=simple +# export RDMAV_FORK_SAFE=1 +# export FI_EFA_FORK_SAFE=1 +# export FI_EFA_USE_DEVICE_RDMA=1 +# export FI_PROVIDER=efa +# export FI_LOG_LEVEL=1 +# export NCCL_IB_DISABLE=1 +# # # export NCCL_SOCKET_IFNAME=ens +# export PYTHONWARNINGS="ignore" +# export CXX=g++ + + +# srun error handling: +# --wait=60: wait 60 sec after the first task terminates before terminating all remaining tasks +# --kill-on-bad-exit=1: terminate a step if any task exits with a non-zero exit code +SRUN_ARGS=" \ + --wait=60 \ + --kill-on-bad-exit=1 \ + " + +# py-spy top -s -i -n -- $LAUNCHER --node_rank $SLURM_PROCID --role $SLURMD_NODENAME: $CMD +clear; srun $SRUN_ARGS --jobid $SLURM_JOB_ID bash -c "$LAUNCHER --node_rank \$SLURM_PROCID --role \$SLURMD_NODENAME: $CMD" 2>&1 | tee $LOG_PATH + +echo "END TIME: $(date)" \ No newline at end of file From 8024ec23166caea9f2a4d792adb364c5ec2f5bb4 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 13:24:47 -0400 Subject: [PATCH 24/66] Setting up tests --- README.md | 5 ++ configs/imagenet_text2image_jewels.yaml | 113 ++++++++++++++++++++++++ muse/modeling_transformer.py | 1 + training/train_muse.py | 3 +- 4 files changed, 121 insertions(+), 1 deletion(-) create mode 100644 configs/imagenet_text2image_jewels.yaml diff --git a/README.md b/README.md index f3c9be62..04880870 100644 --- a/README.md +++ b/README.md @@ -15,6 +15,11 @@ Project stages: All the artifacts of this project will be uploaded to the [openMUSE](https://huggingface.co/openMUSE) organization on the huggingface hub. ## Usage +from muse.modeling_transformer import MaskGitTransformer +from omegaconf import DictConfig, ListConfig, OmegaConf +conf = OmegaConf.load("configs/imagenet_text2image_max_vit_jewels.yaml") +model = MaskGitTransformer(**conf.model.transformer) +model = model.to("cuda") ### Installation diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml new file mode 100644 index 00000000..b9258474 --- /dev/null +++ b/configs/imagenet_text2image_jewels.yaml @@ -0,0 +1,113 @@ +wandb: + entity: null + mode: "offline" + +experiment: + project: "muse" + name: "imagenet-text2image" + output_dir: "imagenet-text2image" + max_train_examples: 1281167 # total number of imagenet examples + max_eval_examples: 12800 + save_every: 1000 + eval_every: 1000 + generate_every: 1000 + log_every: 50 + log_grad_norm_every: 500 + resume_from_checkpoint: False + resume_lr_scheduler: True + num_nodes: null + num_gpus_per_node: null + +model: + vq_model: + pretrained: "openMUSE/maskgit-vqgan-imagenet-f16-256" + type: "maskgit_vqgan" + text_encoder: + type: "t5" + pretrained: "google/t5-v1_1-large" + + transformer: + vocab_size: 1040 + max_position_embeddings: 256 + hidden_size: 1024 + num_hidden_layers: 24 + num_attention_heads: 16 + intermediate_size: 4096 + add_cross_attention: True + encoder_hidden_size: 1024 + project_encoder_hidden_states: False + codebook_size: 1024 + num_vq_tokens: 256 + initializer_range: 0.02 + norm_type: "rmsnorm" + layer_norm_eps: 1e-6 + use_normformer: False + use_encoder_layernorm: True + use_mlm_layer: True + use_mlm_layernorm: True + use_bias: False + hidden_dropout: 0.0 + attention_dropout: 0.0 + + gradient_checkpointing: True + enable_xformers_memory_efficient_attention: True + offline: True + + +dataset: + type: "classification" + params: + train_shards_path_or_url: "/p/scratch/ccstdl/muse/muse-imagenet/imagenet-train-{000000..000320}.tar" + eval_shards_path_or_url: "/p/scratch/ccstdl/muse/muse-imagenet/imagenet-val-{000000..000012}.tar" + imagenet_class_mapping_path: "/p/scratch/ccstdl/muse/imagenet-class-mapping.json" + dataset.params.validation_prompts_file: null + batch_size: ${training.batch_size} + shuffle_buffer_size: 1000 + num_workers: 2 + resolution: 256 + pin_memory: True + persistent_workers: True + preprocessing: + max_seq_length: 16 + resolution: 256 + center_crop: True + random_flip: False + + +optimizer: + name: adamw + params: # default adamw params + learning_rate: 1e-4 + scale_lr: False # scale learning rate by total batch size + beta1: 0.9 + beta2: 0.999 + weight_decay: 0.01 + epsilon: 1e-8 + + +lr_scheduler: + scheduler: "constant_with_warmup" + params: + learning_rate: ${optimizer.params.learning_rate} + warmup_steps: 2000 + + +training: + gradient_accumulation_steps: 1 + batch_size: 16 + mixed_precision: "no" + enable_tf32: True + use_ema: False + seed: 9345104 + max_train_steps: 200000 + overfit_one_batch: False + cond_dropout_prob: 0.1 + min_masking_rate: 0.0 + label_smoothing: 0.0 + max_grad_norm: null + guidance_scale: 2.0 + generation_timesteps: 4 + # related to vae code sampling + use_soft_code_target: False + use_stochastic_code: False + soft_code_temp: 1.0 \ No newline at end of file diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index a986fb7d..f73a6db2 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -2013,6 +2013,7 @@ def __init__( shrinkage_rate = 0.25, dropout = 0., ): + super().__init__() # One function of this mbconv layer argued in the paper is to provide conditional position encoding especially with the depthwise convolution # so that we do not need explicit positional embeddings hidden_dim = int(expansion_rate * dim_out) diff --git a/training/train_muse.py b/training/train_muse.py index eb222d6e..1bab280a 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -648,6 +648,8 @@ def prepare_inputs_and_labels( # Checks if the accelerator has performed an optimization step behind the scenes if accelerator.sync_gradients: + accelerator.print(torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") + if config.training.get("use_ema", False): ema.step(model.parameters()) @@ -676,7 +678,6 @@ def prepare_inputs_and_labels( f"Batch (t): {batch_time_m.val:0.4f} " f"LR: {lr_scheduler.get_last_lr()[0]:0.6f}" ) - # resetting batch / data time meters per log window batch_time_m.reset() data_time_m.reset() From c0d1cb2dd2da932b5ecb74f3df8685c1a73b0e39 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 16:29:02 -0400 Subject: [PATCH 25/66] Logging --- muse/modeling_transformer.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index f73a6db2..8a8837ab 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -793,6 +793,7 @@ def __init__(self, **kwargs ) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm + print("hidden size", hidden_size) self.mb_conv = MBConv( hidden_size, hidden_size, @@ -815,6 +816,7 @@ def attention(self, hidden_states): # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size + print("hidden states", hidden_states.shape) hidden_states = self.mb_conv(hidden_states) # block like attention(local attention) hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) From 5398a71a94436d122ad87b42c3d991d5c99e548c Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 16:32:00 -0400 Subject: [PATCH 26/66] More logs --- muse/modeling_transformer.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 8a8837ab..fe0ba249 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1166,13 +1166,14 @@ def forward( ): if self.config.add_cross_attention and encoder_hidden_states is None: raise ValueError("If `add_cross_attention` is True, `encoder_hidden_states` should be provided.") - + print("input ids", input_ids.shape) hidden_states = self.embed(input_ids) + print("hidden states", hidden_states.shape) if encoder_hidden_states is not None and self.config.project_encoder_hidden_states: encoder_hidden_states = self.encoder_proj(encoder_hidden_states) encoder_hidden_states = self.encoder_proj_layer_norm(encoder_hidden_states) - + print("encoder hidden states", encoder_hidden_states.shape) # condition dropout for classifier free guidance if encoder_hidden_states is not None and self.training and cond_dropout_prob > 0.0: batch_size = encoder_hidden_states.shape[0] @@ -1197,6 +1198,7 @@ def custom_forward(*inputs): encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, ) + print("hidden states", hidden_states.shape) if self.config.use_encoder_layernorm: hidden_states = self.encoder_layer_norm(hidden_states) From b8a140f10e30d604be9166bd31f6845ca9e59a78 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 16:37:48 -0400 Subject: [PATCH 27/66] Using conv --- configs/imagenet_text2image_jewels.yaml | 3 ++- configs/imagenet_text2image_max_vit_jewels.yaml | 1 + 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index b9258474..bb24bb2a 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -110,4 +110,5 @@ training: # related to vae code sampling use_soft_code_target: False use_stochastic_code: False - soft_code_temp: 1.0 \ No newline at end of file + soft_code_temp: 1.0 + use_conv_in_out: True diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index a0b7a349..6bd2a588 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -49,6 +49,7 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 transformer_type: 'maxvit' + use_conv_in_out: True gradient_checkpointing: True enable_xformers_memory_efficient_attention: True From cbd8ac658a65546664a2880b44e442860003f228 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 18:32:54 -0400 Subject: [PATCH 28/66] conv embeds --- configs/imagenet_text2image_jewels.yaml | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index bb24bb2a..c15d52d8 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -48,7 +48,7 @@ model: use_bias: False hidden_dropout: 0.0 attention_dropout: 0.0 - + use_conv_in_out: True gradient_checkpointing: True enable_xformers_memory_efficient_attention: True offline: True @@ -111,4 +111,3 @@ training: use_soft_code_target: False use_stochastic_code: False soft_code_temp: 1.0 - use_conv_in_out: True From 097f7a81717fb89d68c05b7da1d30973ff14daa9 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 21:34:34 -0400 Subject: [PATCH 29/66] Fixed embedding_size --- muse/modeling_transformer.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index fe0ba249..3019da74 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -780,6 +780,7 @@ def __init__(self, window_size=7, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, + embedding_size=256, **kwargs ): super().__init__( @@ -795,8 +796,8 @@ def __init__(self, norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm print("hidden size", hidden_size) self.mb_conv = MBConv( - hidden_size, - hidden_size, + embedding_size, + embedding_size, expansion_rate = mbconv_expansion_rate, shrinkage_rate = mbconv_shrinkage_rate, dropout=hidden_dropout @@ -1065,7 +1066,7 @@ def __init__( if use_conv_in_out: self.embed = ConvEmbed( vocab_size, - embedding_size, + self.embedding_size, hidden_size, patch_size=patch_size, norm_type=norm_type, @@ -1103,6 +1104,7 @@ def __init__( layer_norm_eps=layer_norm_eps, use_normformer=use_normformer, use_bias=use_bias, + embedding_size=embedding_size ) for _ in range(self.num_hidden_layers) ] From 32840dd4b94a46770bae4ccc5c5d22d22a581fab Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 21:37:28 -0400 Subject: [PATCH 30/66] Fixed embedding_size --- muse/modeling_transformer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 3019da74..c87e5cec 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1104,7 +1104,7 @@ def __init__( layer_norm_eps=layer_norm_eps, use_normformer=use_normformer, use_bias=use_bias, - embedding_size=embedding_size + embedding_size=self.embedding_size ) for _ in range(self.num_hidden_layers) ] From 948836437d9fcdf04f4d6eb87017f367d2ee45ba Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 21:38:48 -0400 Subject: [PATCH 31/66] Fixed embedding_size --- muse/modeling_transformer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index c87e5cec..0f604df0 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1117,7 +1117,7 @@ def __init__( if use_conv_in_out: self.mlm_layer = ConvMlmLayer( self.output_size, - embedding_size, + self.embedding_size, hidden_size, patch_size=patch_size, norm_type=norm_type, From 0f6326324db86416043e90326fbb432e2ad93e9d Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 21:45:36 -0400 Subject: [PATCH 32/66] Disable pe --- configs/imagenet_text2image_jewels.yaml | 1 + .../imagenet_text2image_max_vit_jewels.yaml | 1 + muse/modeling_transformer.py | 22 ++++++++++--------- 3 files changed, 14 insertions(+), 10 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index c15d52d8..2efe82f2 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -49,6 +49,7 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 use_conv_in_out: True + use_position_embeddings: False gradient_checkpointing: True enable_xformers_memory_efficient_attention: True offline: True diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index 6bd2a588..fb7a37b6 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -50,6 +50,7 @@ model: attention_dropout: 0.0 transformer_type: 'maxvit' use_conv_in_out: True + use_position_embeddings: False gradient_checkpointing: True enable_xformers_memory_efficient_attention: True diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 0f604df0..286aef19 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -847,7 +847,7 @@ def __init__( norm_type="layernorm", layer_norm_eps=1e-5, use_bias=False, - layer_norm_embedddings=False, + layer_norm_embeddings=False, use_embeddings_project=False, ): super().__init__() @@ -857,14 +857,14 @@ def __init__( self.hidden_size = hidden_size self.hidden_dropout = hidden_dropout self.max_position_embeddings = max_position_embeddings - self.layer_norm_embedddings = layer_norm_embedddings + self.layer_norm_embeddings = layer_norm_embeddings self.use_embeddings_project = use_embeddings_project self.word_embeddings = nn.Embedding(self.vocab_size, self.embedding_size) self.position_embeddings = nn.Embedding(self.max_position_embeddings, self.embedding_size) self.dropout = nn.Dropout(self.hidden_dropout) - if layer_norm_embedddings: + if layer_norm_embeddings: norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm self.embeddings_ln = norm_cls(self.embedding_size, eps=layer_norm_eps) @@ -879,7 +879,7 @@ def forward(self, input_ids): position_embeddings = self.position_embeddings(position_ids) input_embeddings = word_embeddings + position_embeddings - if self.layer_norm_embedddings: + if self.layer_norm_embeddings: input_embeddings = self.embeddings_ln(input_embeddings) if self.use_embeddings_project: @@ -927,7 +927,7 @@ def __init__( max_position_embeddings=256, norm_type="layernorm", ln_elementwise_affine=True, - layer_norm_embedddings=False, + layer_norm_embeddings=False, layer_norm_eps=1e-5, use_position_embeddings=True, use_bias=False, @@ -937,7 +937,7 @@ def __init__( self.patch_size = patch_size self.max_position_embeddings = max_position_embeddings self.use_position_embeddings = use_position_embeddings - self.layer_norm_embedddings = layer_norm_embedddings + self.layer_norm_embeddings = layer_norm_embeddings self.embeddings = nn.Embedding(vocab_size, embedding_size) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm @@ -947,7 +947,7 @@ def __init__( self.conv = nn.Conv2d(embedding_size * (patch_size**2), hidden_size, kernel_size=1, bias=use_bias) if use_position_embeddings: self.position_embeddings = nn.Embedding(self.max_position_embeddings, hidden_size) - if self.layer_norm_embedddings: + if self.layer_norm_embeddings: self.embeddings_ln = Norm2D( hidden_size, eps=layer_norm_eps, norm_type=norm_type, elementwise_affine=ln_elementwise_affine ) @@ -967,7 +967,7 @@ def forward(self, input_ids): position_ids = torch.arange(embeddings.shape[1])[None, :].to(input_ids.device) position_embeddings = self.position_embeddings(position_ids) embeddings = embeddings + position_embeddings - if self.layer_norm_embedddings: + if self.layer_norm_embeddings: embeddings = self.embeddings_ln(embeddings) return embeddings @@ -1041,6 +1041,7 @@ def __init__( codebook_size=1024, num_vq_tokens=256, num_classes=None, # set for class-conditioned generation + use_position_embeddings=False, use_codebook_size_for_output=False, use_conv_in_out=False, patch_size=1, @@ -1072,6 +1073,7 @@ def __init__( norm_type=norm_type, layer_norm_eps=layer_norm_eps, use_bias=use_bias, + use_position_embeddings=use_position_embeddings ) else: self.embed = Embed( @@ -1427,7 +1429,7 @@ def __init__( use_codebook_size_for_output=False, patch_size=1, layer_norm_before_mlm=False, - layer_norm_embedddings=False, + layer_norm_embeddings=False, add_cond_embeds=False, cond_embed_dim=None, xavier_init_embed=True, @@ -1473,7 +1475,7 @@ def __init__( block_out_channels[0], patch_size=patch_size, norm_type=norm_type, - layer_norm_embedddings=layer_norm_embedddings, + layer_norm_embeddings=layer_norm_embeddings, layer_norm_eps=layer_norm_eps, ln_elementwise_affine=ln_elementwise_affine, use_position_embeddings=use_position_embeddings, From dd0b00ab8057816098c0b3b10b24bcc1d0a973b0 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 22:17:07 -0400 Subject: [PATCH 33/66] Logs --- configs/imagenet_text2image_jewels.yaml | 1 - .../imagenet_text2image_max_vit_jewels.yaml | 1 - muse/modeling_transformer.py | 32 +++++++++++++++++-- 3 files changed, 30 insertions(+), 4 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index 2efe82f2..c15d52d8 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -49,7 +49,6 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 use_conv_in_out: True - use_position_embeddings: False gradient_checkpointing: True enable_xformers_memory_efficient_attention: True offline: True diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index fb7a37b6..6bd2a588 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -50,7 +50,6 @@ model: attention_dropout: 0.0 transformer_type: 'maxvit' use_conv_in_out: True - use_position_embeddings: False gradient_checkpointing: True enable_xformers_memory_efficient_attention: True diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 286aef19..70fc2046 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -834,7 +834,37 @@ def attention(self, hidden_states): hidden_states = self.ff1(hidden_states) hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') return hidden_states + def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None, cond_embeds=None): + residual = hidden_states + + hidden_states = self.attn_layer_norm(hidden_states) + if cond_embeds is not None: + hidden_states = self.self_attn_adaLN_modulation(hidden_states, cond_embeds) + print("Input hidden states", hidden_states.shape) + attention_output = self.attention(hidden_states) + if self.use_normformer: + attention_output = self.post_attn_layer_norm(attention_output) + hidden_states = residual + attention_output + + if encoder_hidden_states is not None: + residual = hidden_states + # TODO: should norm be applied to encoder_hidden_states as well? + hidden_states = self.crossattn_layer_norm(hidden_states) + if cond_embeds is not None: + hidden_states = self.cross_attn_adaLN_modulation(hidden_states, cond_embeds) + attention_output = self.crossattention( + hidden_states, + encoder_hidden_states=encoder_hidden_states, + encoder_attention_mask=encoder_attention_mask, + ) + if self.use_normformer: + attention_output = self.post_crossattn_layer_norm(attention_output) + hidden_states = residual + attention_output + residual = hidden_states + hidden_states = self.ffn(hidden_states, cond_embeds=cond_embeds) + hidden_states = residual + hidden_states + return hidden_states class Embed(nn.Module): def __init__( @@ -1425,7 +1455,6 @@ def __init__( codebook_size=1024, num_vq_tokens=256, num_classes=None, # set for class-conditioned generation - use_position_embeddings=False, use_codebook_size_for_output=False, patch_size=1, layer_norm_before_mlm=False, @@ -1478,7 +1507,6 @@ def __init__( layer_norm_embeddings=layer_norm_embeddings, layer_norm_eps=layer_norm_eps, ln_elementwise_affine=ln_elementwise_affine, - use_position_embeddings=use_position_embeddings, use_bias=use_bias, ) From 81917c825aeb1e63b25d09bd1df5e791ef646f44 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 22:20:24 -0400 Subject: [PATCH 34/66] Back to pe --- configs/imagenet_text2image_jewels.yaml | 1 - configs/imagenet_text2image_max_vit_jewels.yaml | 1 - 2 files changed, 2 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index c15d52d8..814de12f 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -48,7 +48,6 @@ model: use_bias: False hidden_dropout: 0.0 attention_dropout: 0.0 - use_conv_in_out: True gradient_checkpointing: True enable_xformers_memory_efficient_attention: True offline: True diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index 6bd2a588..a0b7a349 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -49,7 +49,6 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 transformer_type: 'maxvit' - use_conv_in_out: True gradient_checkpointing: True enable_xformers_memory_efficient_attention: True From 49a6616356d90b93d6fb130057f69baf6aa123c6 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 22:27:17 -0400 Subject: [PATCH 35/66] Fixed shape --- muse/modeling_transformer.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 70fc2046..c4150a99 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -841,7 +841,12 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m if cond_embeds is not None: hidden_states = self.self_attn_adaLN_modulation(hidden_states, cond_embeds) print("Input hidden states", hidden_states.shape) + hidden_states = hidden_states.permute(0, 2, 1) + b, c, seq_length = hidden_states.shape + h, w = int(seq_length**0.5), int(seq_length**0.5) + hidden_states = hidden_states.view(b, c, h, w) attention_output = self.attention(hidden_states) + attention_output = attention_output.view(b, c, seq_length) if self.use_normformer: attention_output = self.post_attn_layer_norm(attention_output) hidden_states = residual + attention_output From bec0da3fa343230dd0dcf8c634fe375618db5c8f Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 22:29:40 -0400 Subject: [PATCH 36/66] Made windowsize 8 --- muse/modeling_transformer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index c4150a99..6c34a27f 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -777,7 +777,7 @@ def __init__(self, attention_dropout=0.0, norm_type="layernorm", use_bias=False, - window_size=7, + window_size=8, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, embedding_size=256, @@ -2079,7 +2079,7 @@ def forward(self, x): class MaxVitAttention(Attention): - def __init__(self, hidden_size, num_heads, window_size=7, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): + def __init__(self, hidden_size, num_heads, window_size=8, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): super().__init__(hidden_size, num_heads, encoder_hidden_size=encoder_hidden_size, attention_dropout=attention_dropout, use_bias=use_bias) self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.num_heads) From b3561b7e8f4d7de85abea50fb77d8966dee18d1b Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 6 Aug 2023 22:34:12 -0400 Subject: [PATCH 37/66] Fixed variable size --- muse/modeling_transformer.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 6c34a27f..e295854c 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -2119,13 +2119,13 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m batch, height, width, window_height, window_width, _ = hidden_states.shape # flatten # Here, w1 and w2 are both window size so x will have size (b x y), window_size**2, d - x = rearrange(x, 'b x y w1 w2 d -> (b x y) (w1 w2) d') + hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> (b x y) (w1 w2) d') bias = self.rel_pos_bias(self.rel_pos_indices) # shape is [window_size**2, window_size**2, self.num_heads] bias = rearrange(bias, 'i j h -> h i j') # shape is [self.num_heads, window_size**2, window_size**2] # the bias adds positional embeddings for each window size segment - out = super().forward(x, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) + out = super().forward(hidden_states, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) # combine heads out From e7805f55da07182b5ec64b703fc101fd625a21bd Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 19:53:49 -0400 Subject: [PATCH 38/66] Checking bias shape --- muse/modeling_transformer.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index e295854c..27450ef4 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -2123,6 +2123,8 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m bias = self.rel_pos_bias(self.rel_pos_indices) # shape is [window_size**2, window_size**2, self.num_heads] bias = rearrange(bias, 'i j h -> h i j') + print("bias shape") + print(bias.shape) # shape is [self.num_heads, window_size**2, window_size**2] # the bias adds positional embeddings for each window size segment out = super().forward(hidden_states, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) From dc8f67a03e2d7d800756bf3910ae18ce8133addc Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 19:56:53 -0400 Subject: [PATCH 39/66] disable xformers --- configs/imagenet_text2image_jewels.yaml | 2 +- configs/imagenet_text2image_max_vit_jewels.yaml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index 814de12f..10b06ab5 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -49,7 +49,7 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 gradient_checkpointing: True - enable_xformers_memory_efficient_attention: True + enable_xformers_memory_efficient_attention: False offline: True diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index a0b7a349..6a86669a 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -51,7 +51,7 @@ model: transformer_type: 'maxvit' gradient_checkpointing: True - enable_xformers_memory_efficient_attention: True + enable_xformers_memory_efficient_attention: False offline: True From 1f153a30d787fed2b159c44bf25ab1c2fb013fc8 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 19:59:07 -0400 Subject: [PATCH 40/66] Logging --- muse/modeling_transformer.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 27450ef4..9c3406b0 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -849,6 +849,9 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m attention_output = attention_output.view(b, c, seq_length) if self.use_normformer: attention_output = self.post_attn_layer_norm(attention_output) + print("residual", residual.shape) + print("attention_output", attention_output.shape) + hidden_states = residual + attention_output if encoder_hidden_states is not None: From a49b2b662add0738f091790d7c586e3cc3c207fe Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 20:06:37 -0400 Subject: [PATCH 41/66] Fixed permute --- muse/modeling_transformer.py | 1 + 1 file changed, 1 insertion(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 9c3406b0..1ea496b4 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -847,6 +847,7 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m hidden_states = hidden_states.view(b, c, h, w) attention_output = self.attention(hidden_states) attention_output = attention_output.view(b, c, seq_length) + attention_output = attention_output.permute(0, 2, 1) if self.use_normformer: attention_output = self.post_attn_layer_norm(attention_output) print("residual", residual.shape) From 3747f18b257a58d6c3d77dde2d6b686610e3b289 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 20:10:28 -0400 Subject: [PATCH 42/66] Moved to minimal batch size --- configs/imagenet_text2image_jewels.yaml | 2 +- configs/imagenet_text2image_max_vit_jewels.yaml | 2 +- muse/modeling_transformer.py | 11 ----------- 3 files changed, 2 insertions(+), 13 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index 10b06ab5..60bafeb5 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -93,7 +93,7 @@ lr_scheduler: training: gradient_accumulation_steps: 1 - batch_size: 16 + batch_size: 1 mixed_precision: "no" enable_tf32: True use_ema: False diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index 6a86669a..28082395 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -95,7 +95,7 @@ lr_scheduler: training: gradient_accumulation_steps: 1 - batch_size: 16 + batch_size: 1 mixed_precision: "no" enable_tf32: True use_ema: False diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 1ea496b4..f2e2b86e 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -794,7 +794,6 @@ def __init__(self, **kwargs ) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm - print("hidden size", hidden_size) self.mb_conv = MBConv( embedding_size, embedding_size, @@ -817,7 +816,6 @@ def attention(self, hidden_states): # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size - print("hidden states", hidden_states.shape) hidden_states = self.mb_conv(hidden_states) # block like attention(local attention) hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) @@ -840,7 +838,6 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m hidden_states = self.attn_layer_norm(hidden_states) if cond_embeds is not None: hidden_states = self.self_attn_adaLN_modulation(hidden_states, cond_embeds) - print("Input hidden states", hidden_states.shape) hidden_states = hidden_states.permute(0, 2, 1) b, c, seq_length = hidden_states.shape h, w = int(seq_length**0.5), int(seq_length**0.5) @@ -850,8 +847,6 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m attention_output = attention_output.permute(0, 2, 1) if self.use_normformer: attention_output = self.post_attn_layer_norm(attention_output) - print("residual", residual.shape) - print("attention_output", attention_output.shape) hidden_states = residual + attention_output @@ -1209,14 +1204,11 @@ def forward( ): if self.config.add_cross_attention and encoder_hidden_states is None: raise ValueError("If `add_cross_attention` is True, `encoder_hidden_states` should be provided.") - print("input ids", input_ids.shape) hidden_states = self.embed(input_ids) - print("hidden states", hidden_states.shape) if encoder_hidden_states is not None and self.config.project_encoder_hidden_states: encoder_hidden_states = self.encoder_proj(encoder_hidden_states) encoder_hidden_states = self.encoder_proj_layer_norm(encoder_hidden_states) - print("encoder hidden states", encoder_hidden_states.shape) # condition dropout for classifier free guidance if encoder_hidden_states is not None and self.training and cond_dropout_prob > 0.0: batch_size = encoder_hidden_states.shape[0] @@ -1241,7 +1233,6 @@ def custom_forward(*inputs): encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, ) - print("hidden states", hidden_states.shape) if self.config.use_encoder_layernorm: hidden_states = self.encoder_layer_norm(hidden_states) @@ -2127,8 +2118,6 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m bias = self.rel_pos_bias(self.rel_pos_indices) # shape is [window_size**2, window_size**2, self.num_heads] bias = rearrange(bias, 'i j h -> h i j') - print("bias shape") - print(bias.shape) # shape is [self.num_heads, window_size**2, window_size**2] # the bias adds positional embeddings for each window size segment out = super().forward(hidden_states, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) From 9e9635843982bc8dfb31ffa902bfe18d630982a3 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 20:16:56 -0400 Subject: [PATCH 43/66] Smaller window size --- configs/imagenet_text2image_jewels.yaml | 1 + configs/imagenet_text2image_max_vit_jewels.yaml | 1 + muse/modeling_transformer.py | 4 +++- 3 files changed, 5 insertions(+), 1 deletion(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index 60bafeb5..fa28c666 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -48,6 +48,7 @@ model: use_bias: False hidden_dropout: 0.0 attention_dropout: 0.0 + window_size: 4 gradient_checkpointing: True enable_xformers_memory_efficient_attention: False offline: True diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index 28082395..725a100d 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -49,6 +49,7 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 transformer_type: 'maxvit' + window_size: 4 gradient_checkpointing: True enable_xformers_memory_efficient_attention: False diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index f2e2b86e..c48fc5ac 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1080,6 +1080,7 @@ def __init__( use_conv_in_out=False, patch_size=1, transformer_type="default", + window_size=4, **kwargs, ): super().__init__() @@ -1140,7 +1141,8 @@ def __init__( layer_norm_eps=layer_norm_eps, use_normformer=use_normformer, use_bias=use_bias, - embedding_size=self.embedding_size + embedding_size=self.embedding_size, + window_size=window_size ) for _ in range(self.num_hidden_layers) ] From 99e18d0382a1b88ebe38e96e2c3c9f95d73d874d Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Mon, 7 Aug 2023 20:20:40 -0400 Subject: [PATCH 44/66] More logging --- muse/modeling_transformer.py | 8 ++++++++ training/train_muse.py | 1 + 2 files changed, 9 insertions(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index c48fc5ac..5fc29e14 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -816,7 +816,11 @@ def attention(self, hidden_states): # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size + print("before mbconv", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") + hidden_states = self.mb_conv(hidden_states) + print("after mbconv", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") + # block like attention(local attention) hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) hidden_states = self.norm0(hidden_states) @@ -824,6 +828,8 @@ def attention(self, hidden_states): hidden_states = self.norm1(hidden_states) hidden_states = self.ff0(hidden_states) hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (x w1) (y w2)') + print("after local attn", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") + # grid-like attention(global attention) hidden_states = rearrange(hidden_states, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) hidden_states = self.norm2(hidden_states) @@ -831,6 +837,8 @@ def attention(self, hidden_states): hidden_states = self.norm3(hidden_states) hidden_states = self.ff1(hidden_states) hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') + print("after global attn", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") + return hidden_states def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None, cond_embeds=None): residual = hidden_states diff --git a/training/train_muse.py b/training/train_muse.py index 1bab280a..61b36280 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -602,6 +602,7 @@ def prepare_inputs_and_labels( # Train Step with accelerator.accumulate(model): + accelerator.print(torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") if config.training.use_soft_code_target: logits = model( input_ids=input_ids, From a7bc2c6851ddac82f93e95153a99139677ed1587 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Thu, 10 Aug 2023 21:55:55 -0400 Subject: [PATCH 45/66] Check memory usage --- muse/modeling_transformer.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 5fc29e14..c052f649 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1155,6 +1155,8 @@ def __init__( for _ in range(self.num_hidden_layers) ] ) + for i in range(len(self.transformer_layers)): + print(get_model_size(self.transformer_layers[i]), "memory used for transformer layer") if use_encoder_layernorm: self.encoder_layer_norm = norm_cls(self.hidden_size, eps=layer_norm_eps) @@ -2135,3 +2137,9 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m # combine heads out return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) + +def get_model_size(model): + mem_params = sum([param.nelement()*param.element_size() for param in model.parameters()]) + mem_bufs = sum([buf.nelement()*buf.element_size() for buf in model.buffers()]) + mem = mem_params + mem_bufs # in bytes + return mem // (1024**3) \ No newline at end of file From dab1459c14e1a57c7e4305a385de4e4ecd56d938 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 12:04:59 -0400 Subject: [PATCH 46/66] Printing model size --- configs/imagenet_text2image_max_vit_jewels.yaml | 2 +- muse/modeling_transformer.py | 10 +--------- training/train_muse.py | 7 +++++++ 3 files changed, 9 insertions(+), 10 deletions(-) diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index 725a100d..46d49395 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -49,7 +49,7 @@ model: hidden_dropout: 0.0 attention_dropout: 0.0 transformer_type: 'maxvit' - window_size: 4 + window_size: 8 gradient_checkpointing: True enable_xformers_memory_efficient_attention: False diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index c052f649..588bff19 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -1155,8 +1155,6 @@ def __init__( for _ in range(self.num_hidden_layers) ] ) - for i in range(len(self.transformer_layers)): - print(get_model_size(self.transformer_layers[i]), "memory used for transformer layer") if use_encoder_layernorm: self.encoder_layer_norm = norm_cls(self.hidden_size, eps=layer_norm_eps) @@ -2136,10 +2134,4 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) # combine heads out - return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) - -def get_model_size(model): - mem_params = sum([param.nelement()*param.element_size() for param in model.parameters()]) - mem_bufs = sum([buf.nelement()*buf.element_size() for buf in model.buffers()]) - mem = mem_params + mem_bufs # in bytes - return mem // (1024**3) \ No newline at end of file + return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) \ No newline at end of file diff --git a/training/train_muse.py b/training/train_muse.py index 61b36280..c27edcb5 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -312,6 +312,7 @@ def main(): model_cls = MaskGitTransformer if config.model.get("architecture", "transformer") == "transformer" else MaskGiTUViT model = model_cls(**config.model.transformer) + mask_id = model.config.mask_token_id output_size = model.output_size @@ -1001,6 +1002,12 @@ def log_token_probability_distributions(logits, input_ids, mask_id, accelerator, accelerator.log({"token_probability_distributions/stats": token_probability_distributions_fig}, step=global_step) +def get_model_size(model): + mem_params = sum([param.nelement()*param.element_size() for param in model.parameters()]) + mem_bufs = sum([buf.nelement()*buf.element_size() for buf in model.buffers()]) + mem = mem_params + mem_bufs # in bytes + return mem // (1024**3) if __name__ == "__main__": main() + From 196e65cb3e2533646b90ded2e9e127a2c7aeb3ee Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 12:05:15 -0400 Subject: [PATCH 47/66] Printing model size --- training/train_muse.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/training/train_muse.py b/training/train_muse.py index c27edcb5..3e089e65 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -463,6 +463,9 @@ def save_model_hook(models, weights, output_dir): logger.info("Preparing model, optimizer and dataloaders") # The dataloader are already aware of distributed training, so we don't need to prepare them. model, optimizer, lr_scheduler = accelerator.prepare(model, optimizer, lr_scheduler) + get_model_size(model) + get_model_size(model.transformer_layers) + # For mixed precision training we cast the text_encoder and vae weights to half-precision # as these models are only used for inference, keeping weights in full precision is not required. From a2713da5f52ed1b399815a24c41deb148e4fe72e Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 13:39:08 -0400 Subject: [PATCH 48/66] Removed some logs --- muse/modeling_transformer.py | 8 -------- training/train_muse.py | 6 ++---- 2 files changed, 2 insertions(+), 12 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index 588bff19..a638d3ad 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -816,11 +816,7 @@ def attention(self, hidden_states): # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size - print("before mbconv", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") - hidden_states = self.mb_conv(hidden_states) - print("after mbconv", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") - # block like attention(local attention) hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) hidden_states = self.norm0(hidden_states) @@ -828,8 +824,6 @@ def attention(self, hidden_states): hidden_states = self.norm1(hidden_states) hidden_states = self.ff0(hidden_states) hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (x w1) (y w2)') - print("after local attn", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") - # grid-like attention(global attention) hidden_states = rearrange(hidden_states, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) hidden_states = self.norm2(hidden_states) @@ -837,8 +831,6 @@ def attention(self, hidden_states): hidden_states = self.norm3(hidden_states) hidden_states = self.ff1(hidden_states) hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') - print("after global attn", torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") - return hidden_states def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None, cond_embeds=None): residual = hidden_states diff --git a/training/train_muse.py b/training/train_muse.py index 3e089e65..1c055c14 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -463,8 +463,8 @@ def save_model_hook(models, weights, output_dir): logger.info("Preparing model, optimizer and dataloaders") # The dataloader are already aware of distributed training, so we don't need to prepare them. model, optimizer, lr_scheduler = accelerator.prepare(model, optimizer, lr_scheduler) - get_model_size(model) - get_model_size(model.transformer_layers) + print(get_model_size(model), " used for transformer") + print(get_model_size(model.transformer_layers), " used for transformer") # For mixed precision training we cast the text_encoder and vae weights to half-precision @@ -606,7 +606,6 @@ def prepare_inputs_and_labels( # Train Step with accelerator.accumulate(model): - accelerator.print(torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") if config.training.use_soft_code_target: logits = model( input_ids=input_ids, @@ -653,7 +652,6 @@ def prepare_inputs_and_labels( # Checks if the accelerator has performed an optimization step behind the scenes if accelerator.sync_gradients: - accelerator.print(torch.cuda.max_memory_allocated()/(1024 ** 3), " allocated") if config.training.get("use_ema", False): ema.step(model.parameters()) From 9f9b508fc8aa431e3e727ce9f03b5f349f5e7ac7 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 13:42:24 -0400 Subject: [PATCH 49/66] Fixed model size --- training/train_muse.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training/train_muse.py b/training/train_muse.py index 1c055c14..9aff641e 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -1007,7 +1007,7 @@ def get_model_size(model): mem_params = sum([param.nelement()*param.element_size() for param in model.parameters()]) mem_bufs = sum([buf.nelement()*buf.element_size() for buf in model.buffers()]) mem = mem_params + mem_bufs # in bytes - return mem // (1024**3) + return mem / (1024**3) if __name__ == "__main__": main() From 289a9523d65cf51e0d741a84c0e22e7a7cf409cf Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 13:42:48 -0400 Subject: [PATCH 50/66] Fixed model size --- training/train_muse.py | 5 ----- 1 file changed, 5 deletions(-) diff --git a/training/train_muse.py b/training/train_muse.py index 9aff641e..3684891c 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -599,11 +599,6 @@ def prepare_inputs_and_labels( clip_embeds, ) = prepare_inputs_and_labels(pixel_values, input_ids, config.training.min_masking_rate) - # log the inputs for the first step of the first epoch - if global_step == 0 and epoch == 0: - logger.info("Input ids: {}".format(input_ids)) - logger.info("Labels: {}".format(labels)) - # Train Step with accelerator.accumulate(model): if config.training.use_soft_code_target: From fda134393568a1f8ce640d4fdf01c3059faeceff Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 17:05:00 -0400 Subject: [PATCH 51/66] Roughly fixed memory issue --- configs/imagenet_text2image_jewels.yaml | 1 - muse/modeling_transformer.py | 4 ++-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index fa28c666..60bafeb5 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -48,7 +48,6 @@ model: use_bias: False hidden_dropout: 0.0 attention_dropout: 0.0 - window_size: 4 gradient_checkpointing: True enable_xformers_memory_efficient_attention: False offline: True diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index a638d3ad..5b293de2 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -806,11 +806,11 @@ def __init__(self, self.attn0 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, window_size = window_size) self.norm1 = norm_cls(hidden_size) # In lucidrian's code the implementation of feedforward is different - self.ff0 = FeedForward(hidden_size=hidden_size, intermediate_size=intermediate_size, hidden_dropout=hidden_dropout) + self.ff0 = FeedForward(hidden_size=hidden_size, intermediate_size=hidden_size, hidden_dropout=hidden_dropout) self.norm2 = norm_cls(hidden_size) self.attn1 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, window_size = window_size) self.norm3 = norm_cls(hidden_size) - self.ff1 = FeedForward(hidden_size=hidden_size, intermediate_size=intermediate_size, hidden_dropout=hidden_dropout) + self.ff1 = FeedForward(hidden_size=hidden_size, intermediate_size=hidden_size, hidden_dropout=hidden_dropout) def attention(self, hidden_states): # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives # our local attention once positional embeddings are added to it From b0418787496f6e4e3126397c028d1ad4949da33d Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 17:17:45 -0400 Subject: [PATCH 52/66] logging memory usage --- training/train_muse.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/training/train_muse.py b/training/train_muse.py index 3684891c..2acce100 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -463,8 +463,6 @@ def save_model_hook(models, weights, output_dir): logger.info("Preparing model, optimizer and dataloaders") # The dataloader are already aware of distributed training, so we don't need to prepare them. model, optimizer, lr_scheduler = accelerator.prepare(model, optimizer, lr_scheduler) - print(get_model_size(model), " used for transformer") - print(get_model_size(model.transformer_layers), " used for transformer") # For mixed precision training we cast the text_encoder and vae weights to half-precision @@ -583,6 +581,7 @@ def prepare_inputs_and_labels( model.train() for batch in train_dataloader: # TODO(Patrick) - We could definitely pre-compute the image tokens for faster training on larger datasets + accelerator.print(torch.cuda.max_memory_allocated()/(1024**3), "gb used") pixel_values, input_ids = batch pixel_values = pixel_values.to(accelerator.device, non_blocking=True) input_ids = input_ids.to(accelerator.device, non_blocking=True) From 6c1a6bdbd5599f92dcc6d615b1fb0a847665b523 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 17:18:29 -0400 Subject: [PATCH 53/66] logs --- training/train_muse.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training/train_muse.py b/training/train_muse.py index 2acce100..737294fe 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -622,6 +622,7 @@ def prepare_inputs_and_labels( # Gather the losses across all processes for logging (if we use distributed training). avg_loss = accelerator.gather(loss.repeat(config.training.batch_size)).mean() avg_masking_rate = accelerator.gather(mask_prob.repeat(config.training.batch_size)).mean() + accelerator.print(torch.cuda.max_memory_allocated()/(1024**3), "gb used") accelerator.backward(loss) @@ -630,7 +631,6 @@ def prepare_inputs_and_labels( optimizer.step() lr_scheduler.step() - # log gradient norm before zeroing it if ( accelerator.sync_gradients From 8a19a8212ce0c141bb40637dd7d2883d78445543 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 20:51:11 -0400 Subject: [PATCH 54/66] Added back --- training/train_muse.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/training/train_muse.py b/training/train_muse.py index 77e9b028..5275332e 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -646,6 +646,11 @@ def prepare_inputs_and_labels( micro_conds, ) = prepare_inputs_and_labels(pixel_values, input_ids, config.training.min_masking_rate, batch=batch) + # log the inputs for the first step of the first epoch + if global_step == 0 and epoch == 0: + logger.info("Input ids: {}".format(input_ids)) + logger.info("Labels: {}".format(labels)) + # Train Step with accelerator.accumulate(model): if config.training.use_soft_code_target: From ee405e5cb9fb675d04466b7ecdb5b3dc1521ff78 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 20:52:54 -0400 Subject: [PATCH 55/66] Removed logs --- training/train_muse.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/training/train_muse.py b/training/train_muse.py index 5275332e..a78ea4c8 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -677,7 +677,6 @@ def prepare_inputs_and_labels( # Gather the losses across all processes for logging (if we use distributed training). avg_loss = accelerator.gather(loss.repeat(config.training.batch_size)).mean() avg_masking_rate = accelerator.gather(mask_prob.repeat(config.training.batch_size)).mean() - accelerator.print(torch.cuda.max_memory_allocated()/(1024**3), "gb used") accelerator.backward(loss) @@ -1079,12 +1078,6 @@ def log_token_probability_distributions(logits, input_ids, mask_id, accelerator, accelerator.log({"token_probability_distributions/stats": token_probability_distributions_fig}, step=global_step) -def get_model_size(model): - mem_params = sum([param.nelement()*param.element_size() for param in model.parameters()]) - mem_bufs = sum([buf.nelement()*buf.element_size() for buf in model.buffers()]) - mem = mem_params + mem_bufs # in bytes - return mem / (1024**3) - if __name__ == "__main__": main() From d39df3ec7c861fc283bc5a456bf37c56533c9fb7 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 20:53:42 -0400 Subject: [PATCH 56/66] Remove readme changes --- README.md | 6 ------ 1 file changed, 6 deletions(-) diff --git a/README.md b/README.md index 04880870..bb6c15c7 100644 --- a/README.md +++ b/README.md @@ -14,12 +14,6 @@ Project stages: All the artifacts of this project will be uploaded to the [openMUSE](https://huggingface.co/openMUSE) organization on the huggingface hub. -## Usage -from muse.modeling_transformer import MaskGitTransformer -from omegaconf import DictConfig, ListConfig, OmegaConf -conf = OmegaConf.load("configs/imagenet_text2image_max_vit_jewels.yaml") -model = MaskGitTransformer(**conf.model.transformer) -model = model.to("cuda") ### Installation From 030d1076c14ae72d47c1146dbe1e4778844da022 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sat, 12 Aug 2023 20:55:03 -0400 Subject: [PATCH 57/66] Reduced diffs --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index bb6c15c7..f3c9be62 100644 --- a/README.md +++ b/README.md @@ -14,6 +14,7 @@ Project stages: All the artifacts of this project will be uploaded to the [openMUSE](https://huggingface.co/openMUSE) organization on the huggingface hub. +## Usage ### Installation From 8bfd0a33e8efb7b69b2e94bec9d25123cc142445 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 09:51:59 -0400 Subject: [PATCH 58/66] Fixed style with make style --- muse/modeling_transformer.py | 136 +++++++++++++++++++++++------------ training/train_muse.py | 10 ++- 2 files changed, 94 insertions(+), 52 deletions(-) diff --git a/muse/modeling_transformer.py b/muse/modeling_transformer.py index f4b84999..e1d59ea6 100644 --- a/muse/modeling_transformer.py +++ b/muse/modeling_transformer.py @@ -149,7 +149,6 @@ def forward(self, hidden_states, cond_embeds): return hidden_states * (1 + scale) + shift - class Attention(nn.Module): def __init__(self, hidden_size, num_heads, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): super().__init__() @@ -203,7 +202,12 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m if self.use_memory_efficient_attention_xformers: attn_output = xops.memory_efficient_attention( - query, key, value, op=self.xformers_attention_op, p=self.attention_dropout if self.training else 0.0, attn_bias=bias + query, + key, + value, + op=self.xformers_attention_op, + p=self.attention_dropout if self.training else 0.0, + attn_bias=bias, ) attn_output = attn_output.view(batch, q_seq_len, self.hidden_size) else: @@ -744,6 +748,7 @@ def custom_forward(*inputs): # End U-ViT blocks + # Normformer style GLU FeedForward class FeedForward(nn.Module): def __init__( @@ -817,7 +822,7 @@ def __init__( cond_embed_dim=None, ffn_type="glu", use_bias=False, - **kwargs + **kwargs, ): super().__init__() @@ -903,8 +908,10 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m hidden_states = residual + hidden_states return hidden_states + class MaxVitTransformerLayer(TransformerLayer): - def __init__(self, + def __init__( + self, hidden_size, intermediate_size, num_attention_heads, @@ -916,7 +923,7 @@ def __init__(self, mbconv_expansion_rate=4, mbconv_shrinkage_rate=0.25, embedding_size=256, - **kwargs + **kwargs, ): super().__init__( hidden_size, @@ -926,47 +933,63 @@ def __init__(self, attention_dropout=attention_dropout, norm_type=norm_type, use_bias=use_bias, - **kwargs + **kwargs, ) norm_cls = partial(LayerNorm, use_bias=use_bias) if norm_type == "layernorm" else RMSNorm self.mb_conv = MBConv( embedding_size, embedding_size, - expansion_rate = mbconv_expansion_rate, - shrinkage_rate = mbconv_shrinkage_rate, - dropout=hidden_dropout + expansion_rate=mbconv_expansion_rate, + shrinkage_rate=mbconv_shrinkage_rate, + dropout=hidden_dropout, ) self.window_size = window_size self.norm0 = norm_cls(hidden_size) - self.attn0 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, window_size = window_size) + self.attn0 = MaxVitAttention( + hidden_size=hidden_size, + num_heads=num_attention_heads, + attention_dropout=attention_dropout, + window_size=window_size, + ) self.norm1 = norm_cls(hidden_size) # In lucidrian's code the implementation of feedforward is different self.ff0 = FeedForward(hidden_size=hidden_size, intermediate_size=hidden_size, hidden_dropout=hidden_dropout) self.norm2 = norm_cls(hidden_size) - self.attn1 = MaxVitAttention(hidden_size = hidden_size, num_heads = num_attention_heads, attention_dropout = attention_dropout, window_size = window_size) + self.attn1 = MaxVitAttention( + hidden_size=hidden_size, + num_heads=num_attention_heads, + attention_dropout=attention_dropout, + window_size=window_size, + ) self.norm3 = norm_cls(hidden_size) self.ff1 = FeedForward(hidden_size=hidden_size, intermediate_size=hidden_size, hidden_dropout=hidden_dropout) + def attention(self, hidden_states): - # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives + # If you examine the rearranges before the first attention, we get self.window_size intervals to make a window_sizexwindow_size size grid which gives # our local attention once positional embeddings are added to it # However for the second one, we see that we pick one element, then take x // window_size steps then pick the next one # This helps us make a "global" grid of window_size x window_size hidden_states = self.mb_conv(hidden_states) # block like attention(local attention) - hidden_states = rearrange(hidden_states, 'b d (x w1) (y w2) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden_states = rearrange( + hidden_states, "b d (x w1) (y w2) -> b x y w1 w2 d", w1=self.window_size, w2=self.window_size + ) hidden_states = self.norm0(hidden_states) hidden_states = self.attn0(hidden_states) hidden_states = self.norm1(hidden_states) hidden_states = self.ff0(hidden_states) - hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (x w1) (y w2)') + hidden_states = rearrange(hidden_states, "b x y w1 w2 d -> b d (x w1) (y w2)") # grid-like attention(global attention) - hidden_states = rearrange(hidden_states, 'b d (w1 x) (w2 y) -> b x y w1 w2 d', w1 = self.window_size, w2 = self.window_size) + hidden_states = rearrange( + hidden_states, "b d (w1 x) (w2 y) -> b x y w1 w2 d", w1=self.window_size, w2=self.window_size + ) hidden_states = self.norm2(hidden_states) hidden_states = self.attn1(hidden_states) hidden_states = self.norm3(hidden_states) hidden_states = self.ff1(hidden_states) - hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> b d (w1 x) (w2 y)') + hidden_states = rearrange(hidden_states, "b x y w1 w2 d -> b d (w1 x) (w2 y)") return hidden_states + def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None, cond_embeds=None): residual = hidden_states @@ -1005,6 +1028,7 @@ def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_m hidden_states = residual + hidden_states return hidden_states + class Embed(nn.Module): def __init__( self, @@ -1243,7 +1267,7 @@ def __init__( norm_type=norm_type, layer_norm_eps=layer_norm_eps, use_bias=use_bias, - use_position_embeddings=use_position_embeddings + use_position_embeddings=use_position_embeddings, ) else: self.embed = Embed( @@ -1277,7 +1301,7 @@ def __init__( use_normformer=use_normformer, use_bias=use_bias, embedding_size=self.embedding_size, - window_size=window_size + window_size=window_size, ) for _ in range(self.num_hidden_layers) ] @@ -2335,29 +2359,31 @@ def generate2( return sampled_ids, intermediate return sampled_ids + # Taken and slightly adapted from https://github.com/lucidrains/vit-pytorch/blob/main/vit_pytorch/max_vit.py # Originally proposed https://arxiv.org/abs/1709.01507 # The main idea is without changing the size of the input, choose to prioritize some channels over others class SqueezeExcitation(nn.Module): - def __init__(self, dim, shrinkage_rate = 0.25): + def __init__(self, dim, shrinkage_rate=0.25): super().__init__() hidden_dim = int(dim * shrinkage_rate) self.gate = nn.Sequential( - nn.Linear(dim, hidden_dim, bias = False), + nn.Linear(dim, hidden_dim, bias=False), nn.SiLU(), - nn.Linear(hidden_dim, dim, bias = False), + nn.Linear(hidden_dim, dim, bias=False), nn.Sigmoid(), ) def forward(self, x): - hidden = reduce(x, 'b c h w -> b c', 'mean') + hidden = reduce(x, "b c h w -> b c", "mean") hidden = self.gate(hidden) - hidden = rearrange(hidden, 'b c -> b c 1 1') + hidden = rearrange(hidden, "b c -> b c 1 1") return x * hidden + class MBConvResidual(nn.Module): - def __init__(self, fn, dropout = 0.): + def __init__(self, fn, dropout=0.0): super().__init__() self.fn = fn self.dropsample = Dropsample(dropout) @@ -2367,28 +2393,31 @@ def forward(self, x): out = self.dropsample(out) return out + x + class Dropsample(nn.Module): - def __init__(self, prob = 0): + def __init__(self, prob=0): super().__init__() self.prob = prob + def forward(self, x): device = x.device - if self.prob == 0. or (not self.training): + if self.prob == 0.0 or (not self.training): return x - keep_mask = torch.FloatTensor((x.shape[0], 1, 1, 1), device = device).uniform_() > self.prob + keep_mask = torch.FloatTensor((x.shape[0], 1, 1, 1), device=device).uniform_() > self.prob return x * keep_mask / (1 - self.prob) + class MBConv(nn.Module): def __init__( self, dim_in, dim_out, downsample=False, - expansion_rate = 4, - shrinkage_rate = 0.25, - dropout = 0., + expansion_rate=4, + shrinkage_rate=0.25, + dropout=0.0, ): super().__init__() # One function of this mbconv layer argued in the paper is to provide conditional position encoding especially with the depthwise convolution @@ -2400,29 +2429,38 @@ def __init__( nn.Conv2d(dim_in, hidden_dim, 1), nn.BatchNorm2d(hidden_dim), nn.GELU(), - nn.Conv2d(hidden_dim, hidden_dim, 3, stride = stride, padding = 1, groups = hidden_dim), + nn.Conv2d(hidden_dim, hidden_dim, 3, stride=stride, padding=1, groups=hidden_dim), nn.BatchNorm2d(hidden_dim), nn.GELU(), - SqueezeExcitation(hidden_dim, shrinkage_rate = shrinkage_rate), + SqueezeExcitation(hidden_dim, shrinkage_rate=shrinkage_rate), nn.Conv2d(hidden_dim, dim_out, 1), - nn.BatchNorm2d(dim_out) + nn.BatchNorm2d(dim_out), ) if dim_in == dim_out and not downsample: - self.net = MBConvResidual(self.net, dropout = dropout) + self.net = MBConvResidual(self.net, dropout=dropout) + def forward(self, x): return self.net(x) class MaxVitAttention(Attention): - def __init__(self, hidden_size, num_heads, window_size=8, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False): - super().__init__(hidden_size, num_heads, encoder_hidden_size=encoder_hidden_size, attention_dropout=attention_dropout, use_bias=use_bias) + def __init__( + self, hidden_size, num_heads, window_size=8, encoder_hidden_size=None, attention_dropout=0.0, use_bias=False + ): + super().__init__( + hidden_size, + num_heads, + encoder_hidden_size=encoder_hidden_size, + attention_dropout=attention_dropout, + use_bias=use_bias, + ) self.rel_pos_bias = nn.Embedding((2 * window_size - 1) ** 2, self.num_heads) # TODO: Maybe make this more comprehensible. This is basically positional embeddings for our grid pos = torch.arange(window_size) - grid = torch.stack(torch.meshgrid(pos, pos, indexing = 'ij')) - grid = rearrange(grid, 'c i j -> (i j) c') + grid = torch.stack(torch.meshgrid(pos, pos, indexing="ij")) + grid = rearrange(grid, "c i j -> (i j) c") """ grid is tensor([[ 0, 0], @@ -2433,7 +2471,7 @@ def __init__(self, hidden_size, num_heads, window_size=8, encoder_hidden_size=No with shape [window_size**2, 2] This is essentially 2d coordinates for window_size x window_size grid """ - rel_pos = rearrange(grid, 'i ... -> i 1 ...') - rearrange(grid, 'j ... -> 1 j ...') + rel_pos = rearrange(grid, "i ... -> i 1 ...") - rearrange(grid, "j ... -> 1 j ...") rel_pos += window_size - 1 """ rel_pos has shape [window_size**2, window_wize**2, 2] @@ -2445,24 +2483,30 @@ def __init__(self, hidden_size, num_heads, window_size=8, encoder_hidden_size=No [ (i // window_size), 1+(i % window_size)], [ (i // window_size), (i % window_size)]]) """ - rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim = -1) + rel_pos_indices = (rel_pos * torch.tensor([2 * window_size - 1, 1])).sum(dim=-1) """ rel_pos_indices has shape (625, 625) rel_pos_indices[i] = [i, i+1, i+2...i+window_size-1, i+2*window_size-1, i+2*window_size....] """ - self.register_buffer('rel_pos_indices', rel_pos_indices, persistent = False) + self.register_buffer("rel_pos_indices", rel_pos_indices, persistent=False) + def forward(self, hidden_states, encoder_hidden_states=None, encoder_attention_mask=None): batch, height, width, window_height, window_width, _ = hidden_states.shape # flatten # Here, w1 and w2 are both window size so x will have size (b x y), window_size**2, d - hidden_states = rearrange(hidden_states, 'b x y w1 w2 d -> (b x y) (w1 w2) d') + hidden_states = rearrange(hidden_states, "b x y w1 w2 d -> (b x y) (w1 w2) d") bias = self.rel_pos_bias(self.rel_pos_indices) # shape is [window_size**2, window_size**2, self.num_heads] - bias = rearrange(bias, 'i j h -> h i j') + bias = rearrange(bias, "i j h -> h i j") # shape is [self.num_heads, window_size**2, window_size**2] # the bias adds positional embeddings for each window size segment - out = super().forward(hidden_states, encoder_hidden_states=encoder_hidden_states, encoder_attention_mask=encoder_attention_mask, bias=bias) - out = rearrange(out, 'b (w1 w2) d -> b w1 w2 d', w1 = window_height, w2 = window_width) + out = super().forward( + hidden_states, + encoder_hidden_states=encoder_hidden_states, + encoder_attention_mask=encoder_attention_mask, + bias=bias, + ) + out = rearrange(out, "b (w1 w2) d -> b w1 w2 d", w1=window_height, w2=window_width) # combine heads out - return rearrange(out, '(b x y) ... -> b x y ...', x = height, y = width) \ No newline at end of file + return rearrange(out, "(b x y) ... -> b x y ...", x=height, y=width) diff --git a/training/train_muse.py b/training/train_muse.py index a78ea4c8..9ed5bd38 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -228,9 +228,9 @@ def main(): ) if accelerator.distributed_type == DistributedType.DEEPSPEED: - accelerator.state.deepspeed_plugin.deepspeed_config[ - "train_micro_batch_size_per_gpu" - ] = config.training.batch_size + accelerator.state.deepspeed_plugin.deepspeed_config["train_micro_batch_size_per_gpu"] = ( + config.training.batch_size + ) ##################################### # SETUP LOGGING, SEED and CONFIG # @@ -472,7 +472,6 @@ def save_model_hook(models, weights, output_dir): # The dataloader are already aware of distributed training, so we don't need to prepare them. model, optimizer, lr_scheduler = accelerator.prepare(model, optimizer, lr_scheduler) - # For mixed precision training we cast the text_encoder and vae weights to half-precision # as these models are only used for inference, keeping weights in full precision is not required. # TODO: make this configurable @@ -700,7 +699,6 @@ def prepare_inputs_and_labels( # Checks if the accelerator has performed an optimization step behind the scenes if accelerator.sync_gradients: - if config.training.get("use_ema", False): ema.step(model.parameters()) @@ -1078,6 +1076,6 @@ def log_token_probability_distributions(logits, input_ids, mask_id, accelerator, accelerator.log({"token_probability_distributions/stats": token_probability_distributions_fig}, step=global_step) + if __name__ == "__main__": main() - From 0f0fe52b6c0ffea2323dff53f75f6896b64d7f7e Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 09:53:46 -0400 Subject: [PATCH 59/66] Removed more diffs --- .gitignore | 4 ---- 1 file changed, 4 deletions(-) diff --git a/.gitignore b/.gitignore index d1f31092..381ead4d 100644 --- a/.gitignore +++ b/.gitignore @@ -1,11 +1,7 @@ generated real # Byte-compiled / optimized / DLL files -generated -real output.jpg -wandb -imagenet-text2image segmented.jpg __pycache__/ From 63515d49038e2ce40dbd2632f40cb0f4b9cf6af3 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 09:56:00 -0400 Subject: [PATCH 60/66] Removed diffs --- training/train_muse.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/training/train_muse.py b/training/train_muse.py index 9ed5bd38..132ef720 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -228,9 +228,9 @@ def main(): ) if accelerator.distributed_type == DistributedType.DEEPSPEED: - accelerator.state.deepspeed_plugin.deepspeed_config["train_micro_batch_size_per_gpu"] = ( - config.training.batch_size - ) + accelerator.state.deepspeed_plugin.deepspeed_config[ + "train_micro_batch_size_per_gpu" + ] = config.training.batch_size ##################################### # SETUP LOGGING, SEED and CONFIG # @@ -684,6 +684,7 @@ def prepare_inputs_and_labels( optimizer.step() lr_scheduler.step() + # log gradient norm before zeroing it if ( accelerator.sync_gradients @@ -727,6 +728,7 @@ def prepare_inputs_and_labels( f"Batch (t): {batch_time_m.val:0.4f} " f"LR: {lr_scheduler.get_last_lr()[0]:0.6f}" ) + # resetting batch / data time meters per log window batch_time_m.reset() data_time_m.reset() From db1b8bb25553cdf63a0a5f0943025f29fb39b363 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 09:56:37 -0400 Subject: [PATCH 61/66] Removed diffs --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 381ead4d..7ee4f73b 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,6 @@ +# Byte-compiled / optimized / DLL files generated real -# Byte-compiled / optimized / DLL files output.jpg segmented.jpg From 7d348c940391bbb7950633d01dade30531e51839 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 10:03:45 -0400 Subject: [PATCH 62/66] lion test --- configs/imagenet_text2image_jewels.yaml | 2 +- configs/imagenet_text2image_max_vit_jewels.yaml | 2 +- training/train_muse.py | 3 +++ 3 files changed, 5 insertions(+), 2 deletions(-) diff --git a/configs/imagenet_text2image_jewels.yaml b/configs/imagenet_text2image_jewels.yaml index 60bafeb5..03ae1d35 100644 --- a/configs/imagenet_text2image_jewels.yaml +++ b/configs/imagenet_text2image_jewels.yaml @@ -74,7 +74,7 @@ dataset: optimizer: - name: adamw + name: lion params: # default adamw params learning_rate: 1e-4 scale_lr: False # scale learning rate by total batch size diff --git a/configs/imagenet_text2image_max_vit_jewels.yaml b/configs/imagenet_text2image_max_vit_jewels.yaml index 46d49395..2049d2ca 100644 --- a/configs/imagenet_text2image_max_vit_jewels.yaml +++ b/configs/imagenet_text2image_max_vit_jewels.yaml @@ -77,7 +77,7 @@ dataset: optimizer: - name: adamw + name: lion params: # default adamw params learning_rate: 1e-4 scale_lr: False # scale learning rate by total batch size diff --git a/training/train_muse.py b/training/train_muse.py index 132ef720..0d0df455 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -623,6 +623,7 @@ def prepare_inputs_and_labels( for epoch in range(first_epoch, num_train_epochs): model.train() for batch in train_dataloader: + print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated at beginning of training") # TODO(Patrick) - We could definitely pre-compute the image tokens for faster training on larger datasets if is_pre_encode: pixel_values, input_ids = batch["image_input_ids"], batch["encoder_hidden_states"] @@ -676,6 +677,7 @@ def prepare_inputs_and_labels( # Gather the losses across all processes for logging (if we use distributed training). avg_loss = accelerator.gather(loss.repeat(config.training.batch_size)).mean() avg_masking_rate = accelerator.gather(mask_prob.repeat(config.training.batch_size)).mean() + print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated after forward pass") accelerator.backward(loss) @@ -684,6 +686,7 @@ def prepare_inputs_and_labels( optimizer.step() lr_scheduler.step() + print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated after optimizer step") # log gradient norm before zeroing it if ( From 19dc87087a8deb8193fafbc96f8fb8459d6f7fdf Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 10:08:22 -0400 Subject: [PATCH 63/66] logs --- training/train_muse.py | 1 + 1 file changed, 1 insertion(+) diff --git a/training/train_muse.py b/training/train_muse.py index 0d0df455..df069106 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -624,6 +624,7 @@ def prepare_inputs_and_labels( model.train() for batch in train_dataloader: print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated at beginning of training") + print(batch) # TODO(Patrick) - We could definitely pre-compute the image tokens for faster training on larger datasets if is_pre_encode: pixel_values, input_ids = batch["image_input_ids"], batch["encoder_hidden_states"] From a2a7847e9bbd1c447d3d74bd3e95da80f9491087 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 10:13:30 -0400 Subject: [PATCH 64/66] Removed conversion to tuple --- training/train_muse.py | 1 - 1 file changed, 1 deletion(-) diff --git a/training/train_muse.py b/training/train_muse.py index df069106..0d0df455 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -624,7 +624,6 @@ def prepare_inputs_and_labels( model.train() for batch in train_dataloader: print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated at beginning of training") - print(batch) # TODO(Patrick) - We could definitely pre-compute the image tokens for faster training on larger datasets if is_pre_encode: pixel_values, input_ids = batch["image_input_ids"], batch["encoder_hidden_states"] From d6c144e81c2c894978a5735eeb18241a251d939c Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 10:13:48 -0400 Subject: [PATCH 65/66] Removed conversion to tuple --- training/data.py | 1 - 1 file changed, 1 deletion(-) diff --git a/training/data.py b/training/data.py index b56db6fb..cc82446f 100644 --- a/training/data.py +++ b/training/data.py @@ -179,7 +179,6 @@ def tokenize(imagenet_class_id): input_ids=tokenize, text_raw=lambda class_idx: self.class_mapping[str(class_idx)], ), - wds.to_tuple("image", "input_ids"), ] else: processing_pipeline = [ From 46396a8fc4e960aad7222cbb1d99d1060f1968f8 Mon Sep 17 00:00:00 2001 From: isamu-isozaki Date: Sun, 13 Aug 2023 10:17:51 -0400 Subject: [PATCH 66/66] Removed logs --- training/train_muse.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/training/train_muse.py b/training/train_muse.py index 0d0df455..132ef720 100644 --- a/training/train_muse.py +++ b/training/train_muse.py @@ -623,7 +623,6 @@ def prepare_inputs_and_labels( for epoch in range(first_epoch, num_train_epochs): model.train() for batch in train_dataloader: - print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated at beginning of training") # TODO(Patrick) - We could definitely pre-compute the image tokens for faster training on larger datasets if is_pre_encode: pixel_values, input_ids = batch["image_input_ids"], batch["encoder_hidden_states"] @@ -677,7 +676,6 @@ def prepare_inputs_and_labels( # Gather the losses across all processes for logging (if we use distributed training). avg_loss = accelerator.gather(loss.repeat(config.training.batch_size)).mean() avg_masking_rate = accelerator.gather(mask_prob.repeat(config.training.batch_size)).mean() - print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated after forward pass") accelerator.backward(loss) @@ -686,7 +684,6 @@ def prepare_inputs_and_labels( optimizer.step() lr_scheduler.step() - print(torch.cuda.max_memory_allocated()/(1024**3), "gb allocated after optimizer step") # log gradient norm before zeroing it if (

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