2. 修改 __init(self)__ 以及 configure_optimizers(self), Trainer class VQVAE_PL(pl.LightningModule): def __init__(self,warmup_epochs=2,num_training_samples=20942, batch_size=256, learning_rate=2e-5): super().__init__( ) self.encoder = Encoder() self.decoder = Decoder() self.qua...
() == "vqvae": self.hparams.win_size = 64 self.Dataset = MotionDatasetVQ ### BASEDataModule import pytorch_lightning as pl from torch.utils.data import DataLoader class BASEDataModule(pl.LightningDataModule): def __init__(self, collate_fn): super().__init__() self.dataloader_options...
deep-learning pytorch transformer image-captioning bitters vqvae pytorch-lightning Updated Feb 14, 2023 Python BhanuPrakashPebbeti / Image-Generation-Using-VQVAE Star 16 Code Issues Pull requests Image Generation using VQVAE and GPT Models deep-learning artificial-intelligence image-generation gpt...
[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023] - ML4ITS/TimeVQVAE
importtorchimporttorch.nnasnnimporttorch.optimasoptimfromtorchvisionimportdatasets,transformsfromtorch.utils.dataimportDataLoaderimportpytorch_lightningaspl# 定义向量量化模块classVectorQuantizer(nn.Module):def__init__(self,num_embeddings,embedding_dim,beta):super(VectorQuantizer,self).__init__()self.embedding...
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