VirtuosoQ
2024-04-26 e9d2cfc3a134b00f4e98271fbee3838d1ccecbcc
funasr/datasets/audio_datasets/espnet_samplers.py
@@ -32,8 +32,9 @@
    def __init__(self, dataset,
                 batch_size,
                 batch_type="token",
                 num_replicas=None,
                 rank=None,
                 num_replicas=None,
                 rank_split=False,
                 shuffle=True,
                 drop_last=False,
                 is_training: bool = True,
@@ -47,6 +48,10 @@
        except:
            rank = 0
            num_replicas = 1
        # if rank_split:
        #     logging.info(f"Warning, rank_split: {rank_split}, batch and shuffle data in local rank")
        #     rank = 0
        #     num_replicas = 1
        self.rank = rank
        self.num_replicas = num_replicas
        self.dataset = dataset
@@ -65,8 +70,8 @@
        self.length_scale_source = kwargs.get("length_scale_source", 1.0)
        super().__init__(dataset, num_replicas=num_replicas, rank=rank,
                         shuffle=shuffle, drop_last=drop_last)
        # super().__init__(dataset, num_replicas=num_replicas, rank=rank,
        #                  shuffle=shuffle, drop_last=drop_last)
    def __iter__(self):
        if self.shuffle:
            g = torch.Generator()