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baofff / Extended-Analytic-DPM

Official implementation for Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models (ICML 2022), and a reimplementation of Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022)
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Error #1

Closed hanfish closed 1 year ago

hanfish commented 1 year ago

同学你好！ 我输入的命令行如下： python3 run_eval.py --pretrained_path /home/hanfish/Github/DiffusionModel/Pretrain_Model/cifar10_ema_eps_epsc_pretrained_190000.ckpt.pth --dataset cifar10 --workspace /home/hanfish/Github/DiffusionModel/WorkSapce/E_A_DPM --phase sample4test --sample_steps 10 --batch_size 10 --method pred_eps_epsc_pretrained --rev_var_type optimal --clip_sigma_idx 1 --clip_pixel 2

但是运行出现错误如下： Traceback (most recent call last): File "run_eval.py", line 84, in main() File "run_eval.py", line 73, in main run_evaluate(config) File "/home/hanfish/Github/DiffusionModel/Extended-Analytic-DPM/interface/runner/runner.py", line 84, in run_evaluate evaluator.evaluate() File "/home/hanfish/Github/DiffusionModel/Extended-Analytic-DPM/interface/evaluators/base.py", line 32, in evaluate eval(f'self.{option.fn}')(it=it, **kwargs) File "/home/hanfish/Github/DiffusionModel/Extended-Analytic-DPM/interface/evaluators/dtdpm_evaluator.py", line 54, in sample2dir assert os.path.exists(self.dataset.fid_stat) AssertionError

baofff commented 1 year ago

需要先下载预先计算好的FID statistics（用来算FID），并将文件放到目录workspace/fid_stats下，例如workspace/fid_stats/fid_stats_cifar10_train_pytorch.npz 。

链接如下 https://drive.google.com/drive/folders/1aqSXiJSFRqtqHBAsgUw4puZcRqrqOoHx