{ "amp": false, "batch_size": 128, "canon": true, "canon_2d": true, "canon_a": false, "canon_abcd": true, "canon_b": false, "canon_b_qkv": false, "canon_c": false, "canon_causal": false, "canon_d": false, "canon_kernel": 4, "canon_no_pos_enc": true, "canon_post": false, "canon_pre": false, "clip_seconds": 2.0, "contrastive_temp": 0.07, "data_dir": "/home/ubuntu/HeAR/HeAR/data/laion_audio_lake2", "device": "cuda", "gns_every": 5, "gns_param_sample": 200000, "grad_accum": 1, "live_shard_refresh": true, "log_every": 10, "loss_contrastive_weight": 0.5, "loss_mse_weight": 1.0, "loss_relational_weight": 0.5, "lr": 0.0003, "lr_gns_adapt": true, "lr_gns_ema_beta": 0.995, "lr_gns_max_factor": 1.0, "lr_gns_min_factor": 0.1, "lr_gns_min_samples": 100, "lr_gns_ref_batch": 0.0, "lr_gns_update_every": 1000, "lr_min_ratio": 0.1, "lr_schedule": "none", "lr_warmup_steps": 0, "max_checkpoints": 20, "max_steps": 200000, "num_workers": 4, "out": "/home/ubuntu/HeAR/HeAR/checkpoints/hear_vit_s_lake", "repeat": true, "resume_from": "checkpoints/hear_vit_s_lake/ckpt_013000.pt", "resume_latest": false, "resume_require_optim": true, "sample_rate": 16000, "save_every": 1000, "seed": 1337, "shard_refresh_sec": 20.0, "shards_glob": "shard-*.tar", "shuffle_shards": true, "streams_glob": "stream-*", "teacher_id": "google/hear-pytorch", "val_batches": 5, "val_defer_check_every": 10, "val_defer_start_steps": 10, "val_every": 250, "val_fraction": 0.0, "val_shards_file": "/home/ubuntu/HeAR/HeAR/checkpoints/hear_vit_s_lake/val_shards.json", "val_target_clips": 10000, "wandb": true, "wandb_entity": null, "wandb_project": "hear-distill", "wandb_run_name": null, "wandb_tags": null, "weight_decay": 0.05 }