airfRANS-model-exploration/configs/aggressive_smoke.toml

[run]
name = "model_class_frontier_7gb_01_film_fourier_inr"
seed = 20260723
artifact_dir = "artifacts/current_run/training_runs"

[data]
root = "data/processed/full"
train_cases = 45
val_cases = 3
test_cases = 2
points_per_case = 999999999
batch_size = 4096
source = "huggingface"
hf_repo_id = "zacheryasc/airfrans-processed"
hf_repo_type = "dataset"
hf_path_prefix = "processed/full"
cache_dir = "artifacts/data_cache/airfrans_processed"

[model]
type = "film_fourier_inr"
hidden_width = 4096
depth = 12
activation = "gelu"
coordinate_features = ["x", "y", "sdf"]
fourier_scales = [1.0, 2.0, 4.0, 8.0, 16.0, 32.0]
condition_width = 1024
condition_depth = 3
condition_dim = 512

[optim]
lr = 0.0001
weight_decay = 0.0001
steps = 5000
log_interval = 500

[device]
type = "cuda"
allow_cpu_fallback = false
benchmark_kernels = true

[loss]
type = "normalized_mse"

[precision]
dtype = "bf16"

[checkpoint]
interval_seconds = 1800

[stability]
max_grad_norm = 1.0

[observability]
backend = "wandb"
entity = "zacheryasc-personal"
project = "airfRANS-model-sweep"
group = "model_class_frontier_7gb_01"
tags = ["airfrans", "model-class-frontier", "7gb-subset", "flop-par", "hf-checkpoints"]

[huggingface]
enabled = true
repo_id = "zacheryasc/airfrans-frontier-checkpoints"
repo_type = "model"
path_prefix = "model_class_frontier_7gb_01"
private = false