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zVLI;mV6qoI;1&^&AD#dH)sUE$tj3hsdY4E^BOig(9g$iFjJ0)hbBl4*gTmWxV-xy9 z?>l$4NqKu4*{L|dTqptXKu#kWy$A_}x##CEYR9ona~Qwz{=CxEqQ{sNS!eR??^2t< zkZVau==n5^ta4nv?(a>Zkv>{fzr;zU4t*!3Ev|%W@&V+*g()YnU9EgqDmcgykjSrH zUCvVzJVX4;XBPizxx{*CVJ>9o(IUJHQvd}2xNM|xRTXC%{0#my`UeX-HcEJ)^v zhbn{FzZw%oxByd2%WKH?$fs^2xKd%?Z-u1YU~WWGcM_Qv7VO60RFYT;0U^Tr@Ym3u z@EHEB9Vm~Swr3B#UPf<8e`MRXop!`rfR~MG8AWt)rh42RQN=X9j_|pZ-ZIFy;$#DD z5kw>bF$I10$VeUk+g~LB^TDy3a5( z#CzY5gD){xGqb&v=JUx{SCX$6OGYc9%+2!5zKwPQl=t>V67k=)k$>AZN3uu6aDoiN z2ZHq>o_ReB*!IwB=l}U<=tI6eQ;9kIw*7(7hUo_Q^G}uy?Z5wV{^Eaw65jpaFCF}E zM#7!l|BX{PyW_vEbo%Z8O;XtZ? self.batch_size: - return None - speech = speech.permute(0, 2, 1) - target = item["target"] - if self.preprocessor_text: - target = self.preprocessor_text(target) + output = None + for idx in range(self.retry): + if idx == 0: + index_cur = index + else: + if index <= self.retry: + index_cur = index + idx + else: + index_cur = torch.randint(0, index, ()).item() - task = item.get("prompt", "<|ASR|>") - text_language = item.get("text_language", "<|zh|>") + item = self.index_ds[index_cur] - prompt = f"{self.sos}{task}{text_language}" - prompt_ids = self.tokenizer.encode(prompt, allowed_special="all") - prompt_ids_len = len(prompt_ids) - 1 # [sos, task] - self.prompt_ids_len = prompt_ids_len + source = item["source"] + data_src = load_audio_text_image_video(source, fs=self.fs) + if self.preprocessor_speech: + data_src = self.preprocessor_speech(data_src, fs=self.fs) + speech, speech_lengths = extract_fbank( + data_src, data_type=self.data_type, frontend=self.frontend, is_final=True + ) # speech: [b, T, d] - target_ids = self.tokenizer.encode(target, allowed_special="all") - target_ids_len = len(target_ids) + 1 # [lid, text] - if target_ids_len > 200: - return None + if speech_lengths > self.batch_size: + continue + speech = speech.permute(0, 2, 1) + target = item["target"] + if self.preprocessor_text: + target = self.preprocessor_text(target) - eos = self.tokenizer.encode(self.eos, allowed_special="all") # [eos] + task = item.get("prompt", "<|ASR|>") + text_language = item.get("text_language", "<|zh|>") - ids = prompt_ids + target_ids + eos - ids_lengths = len(ids) + prompt = f"{self.sos}{task}{text_language}" + prompt_ids = self.tokenizer.encode(prompt, allowed_special="all") + prompt_ids_len = len(prompt_ids) - 1 # [sos, task] + self.prompt_ids_len = prompt_ids_len - text = torch.tensor(ids, dtype=torch.int64) - text_lengths = torch.tensor([ids_lengths], dtype=torch.int32) + target_ids = self.tokenizer.encode(target, allowed_special="all") + target_ids_len = len(target_ids) + 1 # [lid, text] + if target_ids_len > 200: + continue - target_mask = ( - [0] * (prompt_ids_len) + [1] * (target_ids_len) + [1] - ) # [sos, task, lid, text, eos]: [0, 0, 1, 1, 1] - target_mask_lengths = len(target_mask) - target_mask = torch.tensor(target_mask, dtype=torch.float32) - target_mask_lengths = torch.tensor([target_mask_lengths], dtype=torch.int32) - return { - "speech": speech[0, :, :], - "speech_lengths": speech_lengths, - "text": text, - "text_lengths": text_lengths, - "target_mask": target_mask, - "target_mask_lengths": target_mask_lengths, - } + eos = self.tokenizer.encode(self.eos, allowed_special="all") # [eos] + + ids = prompt_ids + target_ids + eos + ids_lengths = len(ids) + + text = torch.tensor(ids, dtype=torch.int64) + text_lengths = torch.tensor([ids_lengths], dtype=torch.int32) + + target_mask = ( + [0] * (prompt_ids_len) + [1] * (target_ids_len) + [1] + ) # [sos, task, lid, text, eos]: [0, 0, 1, 1, 1] + target_mask_lengths = len(target_mask) + target_mask = torch.tensor(target_mask, dtype=torch.float32) + target_mask_lengths = torch.tensor([target_mask_lengths], dtype=torch.int32) + + output = { + "speech": speech[0, :, :], + "speech_lengths": speech_lengths, + "text": text, + "text_lengths": text_lengths, + "target_mask": target_mask, + "target_mask_lengths": target_mask_lengths, + } + break + + return output def collator(self, samples: list = None): outputs = {} @@ -129,13 +146,30 @@ class SenseVoiceDataset(torch.utils.data.Dataset): outputs[key].append(sample[key]) if len(outputs) < 1: - logging.info(f"ERROR: data is empty!") + logging.error(f"ERROR: data is empty!") outputs = { - "speech": torch.rand((10, 128), dtype=torch.float32), - "speech_lengths": torch.tensor([10], dtype=torch.int32), - "text": torch.tensor([58836], dtype=torch.int32), - "text_lengths": torch.tensor([1], dtype=torch.int32), - "target_mask": torch.tensor([[0] * (self.prompt_ids_len) + [1] * (1) + [1]]), + "speech": torch.rand((10, 128), dtype=torch.float32)[None, :, :], + "speech_lengths": torch.tensor( + [ + 10, + ], + dtype=torch.int32, + )[:, None], + "text": torch.tensor( + [ + 58836, + ], + dtype=torch.int32, + )[None, :], + "text_lengths": torch.tensor( + [ + 1, + ], + dtype=torch.int32, + )[:, None], + "target_mask": torch.tensor([[0] * (self.prompt_ids_len) + [1] * (1) + [1]])[ + None, : + ], } return outputs @@ -159,7 +193,7 @@ class SenseVoiceDataset(torch.utils.data.Dataset): def _filter_badcase(self, outputs, i=0): b, t, _ = outputs["speech"].shape - + if b * t > self.batch_size * 1.25: beg = torch.randint(0, 2, ()).item() if b < 2: @@ -170,7 +204,6 @@ class SenseVoiceDataset(torch.utils.data.Dataset): for key, data_list in outputs.items(): outputs[key] = outputs[key][beg : beg + b : 2] - speech_lengths_max = outputs["speech_lengths"].max().item() outputs["speech"] = outputs["speech"][:, :speech_lengths_max, :] text_lengths_max = outputs["text_lengths"].max().item() diff --git a/funasr/train_utils/trainer.py b/funasr/train_utils/trainer.py index 66f87781f..5685b8f3f 100644 --- a/funasr/train_utils/trainer.py +++ b/funasr/train_utils/trainer.py @@ -116,6 +116,7 @@ class Trainer: self.reset_gpu_cache = kwargs.get("reset_gpu_cache", False) self.start_data_split_i = 0 self.start_step = 0 + self.step_cur_in_epoch = 0 self.use_wandb = kwargs.get("use_wandb", False) if self.use_wandb: wandb.login(key=kwargs.get("wandb_token")) @@ -137,6 +138,8 @@ class Trainer: optim=None, scheduler=None, scaler=None, + step_cur_in_epoch=None, + **kwargs, ): """ Saves a checkpoint containing the model's state, the optimizer's state, @@ -147,6 +150,7 @@ class Trainer: epoch (int): The epoch number at which the checkpoint is being saved. """ + step_cur_in_epoch = None if step is None else step_cur_in_epoch if self.rank == 0: logging.info(f"Save checkpoint: {epoch}, rank: {self.local_rank}\n") # self.step_or_epoch += 1 @@ -161,7 +165,12 @@ class Trainer: "best_step_or_epoch": self.best_step_or_epoch, "avg_keep_nbest_models_type": self.avg_keep_nbest_models_type, "step": step, + "step_cur_in_epoch": step_cur_in_epoch, + "data_split_i": kwargs.get("data_split_i", 0), + "data_split_num": kwargs.get("data_split_num", 1), + "batch_total": self.batch_total, } + step = step_cur_in_epoch if hasattr(model, "module"): state["state_dict"] = model.module.state_dict() @@ -293,6 +302,12 @@ class Trainer: self.batch_total = checkpoint["batch_total"] if "batch_total" in checkpoint else 0 self.start_step = checkpoint["step"] if "step" in checkpoint else 0 self.start_step = 0 if self.start_step is None else self.start_step + self.step_cur_in_epoch = ( + checkpoint["step_cur_in_epoch"] if "step_cur_in_epoch" in checkpoint else 0 + ) + self.step_cur_in_epoch = ( + 0 if self.step_cur_in_epoch is None else self.step_cur_in_epoch + ) model.to(self.device) print(f"Checkpoint loaded successfully from '{ckpt}'") @@ -321,7 +336,7 @@ class Trainer: """ if self.use_ddp or self.use_fsdp: dist.barrier() - logging.info(f"Train epoch: {epoch}, rank: {self.local_rank}\n") + logging.info(f"Train epoch: {epoch}, rank: {self.rank}\n") model.train() # Set the number of steps for gradient accumulation @@ -341,6 +356,7 @@ class Trainer: if iterator_stop > 0: break self.batch_total += 1 + self.step_cur_in_epoch += 1 time1 = time.perf_counter() speed_stats["data_load"] = f"{time1-time_beg:0.3f}" @@ -443,6 +459,7 @@ class Trainer: self.log( epoch, batch_idx, + step_cur_in_epoch=self.step_cur_in_epoch, batch_num_epoch=batch_num_epoch, lr=lr, loss=loss.detach().cpu().item(), @@ -461,6 +478,7 @@ class Trainer: epoch=epoch, writer=writer, step=batch_idx + 1, + step_cur_in_epoch=self.step_cur_in_epoch, ) if (batch_idx + 1) % self.save_checkpoint_interval == 0: @@ -471,6 +489,9 @@ class Trainer: scheduler=scheduler, scaler=scaler, step=batch_idx + 1, + step_cur_in_epoch=self.step_cur_in_epoch, + data_split_i=kwargs.get("data_split_i", 0), + data_split_num=kwargs.get("data_split_num", 1), ) time_beg = time.perf_counter() @@ -500,7 +521,7 @@ class Trainer: """ if self.use_ddp or self.use_fsdp: dist.barrier() - logging.info(f"Validate epoch: {epoch}, rank: {self.local_rank}\n") + logging.info(f"Validate epoch: {epoch}, rank: {self.rank}\n") model.eval() with torch.no_grad(): @@ -578,10 +599,10 @@ class Trainer: iterator_stop.fill_(1) dist.all_reduce(iterator_stop, dist.ReduceOp.SUM) - if kwargs.get("step", None) is None: + if kwargs.get("step_cur_in_epoch", None) is None: ckpt_name = f"model.pt.ep{epoch}" else: - ckpt_name = f'model.pt.ep{epoch}.{kwargs.get("step")}' + ckpt_name = f'model.pt.ep{epoch}.{kwargs.get("step_cur_in_epoch")}' self.val_acc_step_or_eoch[ckpt_name] = self.val_acc_avg self.val_loss_step_or_eoch[ckpt_name] = self.val_loss_avg model.train() @@ -594,6 +615,7 @@ class Trainer: self, epoch=0, batch_idx=0, + step_cur_in_epoch=0, batch_num_epoch=-1, lr=0.0, loss=0.0, @@ -626,6 +648,7 @@ class Trainer: f"{tag}, " f"rank: {self.rank}, " f"epoch: {epoch}/{self.max_epoch}, " + f"step_cur_in_epoch: {step_cur_in_epoch}, " f"data_slice: {data_split_i}/{data_split_num}, " f"step: {batch_idx + 1}/{batch_num_epoch}, total step: {self.batch_total}, " f"(loss_avg_rank: {loss:.3f}), "