{ "data_dir": "", "schedule_sampler": "uniform", "lr": 0.0001, "weight_decay": 0.0, "lr_anneal_steps": 400000, "batch_size": 64, "microbatch": -1, "ema_rate": "0.9999", "log_interval": 50, "save_interval": 50000, "resume_checkpoint": "", "use_fp16": false, "fp16_scale_growth": 0.001, "seed": 101, "gradient_clipping": -1.0, "eval_interval": 2000, "checkpoint_path": "diffusion_models/diff_roc_pad_rand128_transformer_lr0.0001_0.0_2000_sqrt_Lsimple_h128_s2_d0.1_sd101_xstart_e2e", "image_size": 8, "num_channels": 128, "num_res_blocks": 2, "num_heads": 4, "num_heads_upsample": -1, "attention_resolutions": "16,8", "dropout": 0.1, "learn_sigma": false, "sigma_small": false, "class_cond": false, "diffusion_steps": 2000, "noise_schedule": "sqrt", "timestep_respacing": "", "use_kl": false, "predict_xstart": true, "rescale_timesteps": true, "rescale_learned_sigmas": true, "use_checkpoint": false, "use_scale_shift_norm": true, "model_arch": "transformer", "in_channel": 128, "out_channel": 128, "training_mode": "e2e", "vocab_size": 11043, "config_name": "bert-base-uncased", "experiment_mode": "lm", "logits_mode": 1, "modality": "roc", "dataset_name": "wikitext", "dataset_config_name": "wikitext-2-raw-v1", "config": "diffusion_lm/synthetic_data/configs/emnlp2020/experiments/difflm_seed0_m3_k128_trainc20000.yaml", "model_name_or_path": "predictability/diff_models/compress_e=5_b=60_m=gpt2_wikitext-103-raw-v1_None", "experiment": "random", "roc_train": "../datasets/ROCstory", "wiki_train": "diffusion_lm/simple_wiki/data.v1.split/simple.training.txt", "e2e_train": "e2e_data", "yelp_train": "diffusion_lm/yelpnlg-resources/yelpnlg-corpus", "commonGen_train": "diffusion_lm/common-gen/commongen_data", "emb_scale_factor": 1.0, "noise_level": 0.0, "cache_mode": "no", "use_bert_tokenizer": "no", "padding_mode": "pad", "preprocessing_num_workers": 1 }