Upload ProDiff/Experiments/trajectory_exp_may_data_TKY_len3_ddpm_20250724-100624/config_used.txt with huggingface_hub
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ProDiff/Experiments/trajectory_exp_may_data_TKY_len3_ddpm_20250724-100624/config_used.txt
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{
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"data": {
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"dataset": "TKY",
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"traj_path1": "./data/",
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"traj_length": 3,
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"channels": 2,
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"uniform_dequantization": false,
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"gaussian_dequantization": false,
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"num_workers": true
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},
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"model": {
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"type": "simple",
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"attr_dim": 8,
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"guidance_scale": 2,
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"in_channels": 3,
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"out_ch": 3,
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"ch": 128,
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"ch_mult": [
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1,
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2,
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2,
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2
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],
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"num_res_blocks": 2,
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"attn_resolutions": [
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16
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],
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"dropout": 0.1,
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"var_type": "fixedlarge",
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"resamp_with_conv": true,
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"loss_type": "l1"
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},
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"trans": {
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"input_dim": 3,
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"embed_dim": 512,
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"num_layers": 4,
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"num_heads": 8,
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"forward_dim": 256,
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"dropout": 0.1,
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"N_CLUSTER": 20
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},
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"diffusion": {
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"beta_schedule": "linear",
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"beta_start": 0.0001,
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"beta_end": 0.05,
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"num_diffusion_timesteps": 500
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},
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"training": {
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"batch_size": 256,
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"n_epochs": 100,
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"n_iters": 5000000,
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"snapshot_freq": 5000,
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"validation_freq": 10,
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"dis_gpu": false,
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"learning_rate": 0.0002,
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"warmup_epochs": 10,
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"contrastive_margin": 1.0,
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"use_amp": true,
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"kmeans_memory_size": 10,
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"ce_loss_weight": 0.1,
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"diffusion_loss_weight": 1.0,
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"contrastive_loss_weight": 1.0
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},
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"sampling": {
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"batch_size": 64,
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"last_only": true,
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"type": "ddpm",
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"ddim_steps": 50,
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"ddim_eta": 0.0
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},
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"debug": false,
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"device_id": 0
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}
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