I've trained the model on the code, but I can't load any trained model in checkpoint even the pre-trained model you given.
RuntimeError: Error(s) in loading state_dict for GaussianDiffusion: Missing key(s) in state_dict: "betas", "alphas_cumprod", "alphas_cumprod_prev", "sqrt_alphas_cumprod", "sqrt_one_minus_alphas_cumprod", "log_one_minus_alphas_cumprod", "sqrt_recip_alphas_cumprod", "sqrt_recipm1_alphas_cumprod", "posterior_variance", "posterior_log_variance_clipped", "posterior_mean_coef1", "posterior_mean_coef2", "denoise_fn.noise_level_mlp.1.weight", "denoise_fn.noise_level_mlp.1.bias", "denoise_fn.noise_level_mlp.3.weight", "denoise_fn.noise_level_mlp.3.bias", "denoise_fn.init_conv.weight", "denoise_fn.init_conv.bias", "denoise_fn.downs.0.res_block.noise_func.noise_func.0.weight", "denoise_fn.downs.0.res_block.noise_func.noise_func.0.bias", "denoise_fn.downs.0.res_block.block1.block.0.weight", "denoise_fn.downs.0.res_block.block1.block.0.bias", "denoise_fn.downs.0.res_block.block1.block.3.weight", "denoise_fn.downs.0.res_block.block1.block.3.bias", 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