65 lines
1.3 KiB
TOML
65 lines
1.3 KiB
TOML
[run]
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name = "full_airfrans_incumbent_70gb_01"
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seed = 20260723
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artifact_dir = "artifacts/current_run/training_runs"
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[data]
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root = "data/processed/full"
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train_cases = 900
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val_cases = 50
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test_cases = 50
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points_per_case = 999999999
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batch_size = 4096
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source = "huggingface"
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hf_repo_id = "zacheryasc/airfrans-processed"
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hf_repo_type = "dataset"
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hf_path_prefix = "processed/full"
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cache_dir = "artifacts/data_cache/airfrans_processed"
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[model]
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type = "film_fourier_inr"
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hidden_width = 4096
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depth = 12
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activation = "gelu"
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coordinate_features = ["x", "y", "sdf"]
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fourier_scales = [1.0, 2.0, 4.0, 8.0, 16.0, 32.0]
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condition_width = 1024
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condition_depth = 3
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condition_dim = 512
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[optim]
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lr = 0.0001
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weight_decay = 0.0001
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steps = 5000
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log_interval = 500
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[device]
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type = "cuda"
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allow_cpu_fallback = false
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benchmark_kernels = true
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[loss]
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type = "normalized_mse"
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[precision]
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dtype = "bf16"
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[checkpoint]
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interval_seconds = 900
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[stability]
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max_grad_norm = 1.0
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[observability]
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backend = "wandb"
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entity = "zacheryasc-personal"
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project = "airfRANS-model-sweep"
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group = "full_airfrans_incumbent_70gb_01"
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tags = ["airfrans", "full-data-frontier", "70gb", "incumbent", "hf-checkpoints"]
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[huggingface]
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enabled = true
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repo_id = "zacheryasc/airfrans-frontier-checkpoints"
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repo_type = "model"
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path_prefix = "full_airfrans_incumbent_70gb_01"
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private = false
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