52 lines
1.3 KiB
JSON
52 lines
1.3 KiB
JSON
{
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"data_path": "../../dataset/hai/hai-21.03/train1.csv.gz",
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"data_glob": "../../dataset/hai/hai-21.03/train*.csv.gz",
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"split_path": "./feature_split.json",
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"stats_path": "./results/cont_stats.json",
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"vocab_path": "./results/disc_vocab.json",
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"out_dir": "./results",
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"device": "auto",
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"timesteps": 600,
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"batch_size": 128,
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"seq_len": 128,
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"epochs": 10,
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"max_batches": 4000,
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"lambda": 0.7,
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"lr": 0.0005,
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"seed": 1337,
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"log_every": 10,
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"ckpt_every": 50,
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"ema_decay": 0.999,
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"use_ema": true,
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"clip_k": 5.0,
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"grad_clip": 1.0,
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"use_condition": true,
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"condition_type": "file_id",
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"cond_dim": 32,
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"use_tanh_eps": false,
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"eps_scale": 1.0,
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"model_time_dim": 128,
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"model_hidden_dim": 512,
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"model_num_layers": 2,
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"model_dropout": 0.1,
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"model_ff_mult": 2,
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"model_pos_dim": 64,
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"model_use_pos_embed": true,
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"disc_mask_scale": 0.9,
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"cont_loss_weighting": "inv_std",
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"cont_loss_eps": 1e-6,
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"cont_target": "x0",
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"cont_clamp_x0": 5.0,
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"shuffle_buffer": 256,
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"use_temporal_stage1": true,
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"temporal_hidden_dim": 256,
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"temporal_num_layers": 1,
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"temporal_dropout": 0.0,
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"temporal_epochs": 2,
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"temporal_lr": 0.001,
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"quantile_loss_weight": 0.2,
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"quantile_points": [0.05, 0.25, 0.5, 0.75, 0.95],
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"sample_batch_size": 8,
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"sample_seq_len": 128
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}
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