add BOS restored checkpoints/bos_restore/scaleup4_formal_prior512_stage2_20260615/config.json
Browse files
checkpoints/bos_restore/scaleup4_formal_prior512_stage2_20260615/config.json
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{
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"train_data": "/mnt/pfs/scalelab/acondaway/vitac_prior512_encoder_74ee99b/dataset_encoder500_multitask4/train",
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"val_data": "/mnt/pfs/scalelab/acondaway/vitac_prior512_encoder_74ee99b/dataset_encoder500_multitask4/val",
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"output_dir": "/mnt/pfs/scalelab/acondaway/vitac_prior512_encoder_74ee99b/checkpoints/stage2_tactile2depth_prior512_encoder500_multitask4_bilateral_concat_noperceptual_randommask_lr3e5_20260615_160651",
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"visual_image_size": 224,
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"tactile_image_size": 224,
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"action_dim": 7,
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"latent_dim": 512,
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"history_len": 5,
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"sample_stride": 5,
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"num_tail_frames": 2,
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"pretrained_encoders": true,
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"max_delta_t": 32,
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"num_memory_layers": 4,
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"num_latent_layers": 4,
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"tactile_temporal_mode": "raw",
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"tactile_flow_target_mode": "depth_delta",
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"tactile_flow_clip": 0.25,
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"marker_flow_clip": 1.0,
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"depth_delta_clip": 0.5,
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"tactile_delta_clip": 0.25,
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"stage": 2,
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"resume": "/mnt/pfs/scalelab/acondaway/vitac_prior512_encoder_74ee99b/checkpoints/stage1_tactile2depth_prior512_encoder500_multitask4_bilateral_concat/stage1_v2_best.pth",
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"epochs_stage1": 50,
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"lr_stage1": 0.0001,
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"action_cotrain": false,
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"contrastive_temp": 0.07,
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"stage1_cross_weight": 1.0,
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"stage1_temporal_weight": 1.0,
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"stage1_consistency_weight": 1.0,
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"ddp_contrastive_all_gather": true,
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"trainable_vit_layers": 3,
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"no_action_conditioning": true,
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"epochs_stage2": 30,
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"lr_stage2": 3e-05,
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"recon_weight": 1.0,
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"tactile_flow_weight": 1.0,
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"val_random_tail_mask": true,
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"tactile_flow_foreground_weight": 0.0,
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"kl_weight": 0.001,
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"perceptual_weight": 0.0,
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"use_perceptual": true,
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"stage2_reuse_frozen_encoder_tokens": true,
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"stage2_frozen_encoders_eval": true,
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"batch_size": 16,
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"num_workers": 4,
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"prefetch_factor": 2,
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"weight_decay": 0.01,
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"log_interval": 10,
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"device": "cuda:0",
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"tf32": false,
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"amp_dtype": "none",
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"wandb_mode": "online",
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"wandb_project": "vitacdreamer",
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"wandb_entity": "realmatchbox99-the-university-of-hong-kong",
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"wandb_name": "stage2_prior512_b16_gpus4_noperceptual_randommask_lr3e5_20260615_160651",
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"wandb_group": "prior512_encoder500_multitask4_noperceptual_randommask_lr3e5",
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"plot_training_curves": true,
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"plot_curve_max_points": 2000,
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"plot_curve_render_every": 30,
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"stage2_log_val_reconstructions": true,
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"stage2_reconstruction_image_size": 128,
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"distributed": true,
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"rank": 0,
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"local_rank": 0,
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"bilateral_tactile": true,
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"tactile_mode": "bilateral_concat",
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"use_action_conditioning": false,
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"num_tasks": 4,
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"task_names": [
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"insert_HDMI",
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"insert_hole",
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"lift_bottle",
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"pull_out_key"
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]
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}
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