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a/train_push/underfill/unet_all/ckpts/unet_underfill_all_push_20260912-144249/config.yaml b/train_push/underfill/unet_all/ckpts/unet_underfill_all_push_20260912-144249/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bbadc15657421e43e2a2306ae1fd099ea81cfb92 --- /dev/null +++ b/train_push/underfill/unet_all/ckpts/unet_underfill_all_push_20260912-144249/config.yaml @@ -0,0 +1,259 @@ +name: unet_underfill_all_push +data: + root: data/case + campaign: underfill + split: splits/underfill/all.yaml + require_finished: true +task: + name: next_frame + history: 1 + params: + fields: + - name: phi + - name: u + scale: 0.01 + - name: p + offset: 0.3333 + scale: 0.01 + stride: 1 + roi: null + conditions: + - name: M + transform: log10 + - name: theta + scale: 180 +model: + name: unet3d + params: + base: 16 + depth: 1 + residual: true + precision: tf32 +train: + epochs: 10 + batch_size: 1 + val_stride: 8 + lr: 0.0001 + weight_decay: 0.01 + grad_clip: null + lr_schedule: constant + lr_step_size: 100 + lr_gamma: 0.5 + loss: mse + device: auto + num_workers: 8 + max_batches: null + log_every: 100 + checkpoint_every: 1800 + eval: + every: 1 + stride: 8 + rollout: true + rollout_stride: 64 + render: true + init_from: case/train/underfill/unet_all/ckpts/unet_underfill_all_20260909-161849/ckpts/best.pt + push_forward: + steps: 1 + prob_start: 0.5 + prob_end: 1.0 + noise: 0.01 +rollout: + horizon: 64 + start: null + start_fraction: 0.25 + keyframes: null +metrics: +- error: mae + descriptor: voxels + channel: phi + phase: nw + bins: null + range: null + name: null + eval_only: false +- error: rel_mae + descriptor: voxels + channel: phi + phase: nw + bins: null + range: null + name: null + eval_only: false +- error: iou + descriptor: voxels + channel: phi + phase: nw + bins: null + range: null + name: null + eval_only: false +- error: abs_err + descriptor: saturation + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: false +- error: rel_err + descriptor: volume + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: false +- error: rel_err + descriptor: area + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: false +- error: pred + descriptor: euler + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: false +- error: target + descriptor: euler + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: false +- error: rel_err + descriptor: euler + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: false +- error: w1 + descriptor: curvature_hist + channel: phi + phase: w + bins: 50 + range: + - 0.0 + - 0.25 + name: null + eval_only: true +- error: w1_norm + descriptor: curvature_hist + channel: phi + phase: w + bins: 50 + range: + - 0.0 + - 0.25 + name: null + eval_only: true +- error: target + descriptor: curvature_hist + channel: phi + phase: w + bins: 50 + range: + - 0.0 + - 0.25 + name: null + eval_only: true +- error: pred + descriptor: curvature_hist + channel: phi + phase: w + bins: 50 + range: + - 0.0 + - 0.25 + name: null + eval_only: true +- error: rel_err + descriptor: curvature_mean_integral + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: true +- error: target + descriptor: curvature_mean_integral + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: true +- error: pred + descriptor: curvature_mean_integral + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: true +- error: rel_err + descriptor: curvature_mean_integral_norm + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: true +- error: target + descriptor: curvature_mean_integral_norm + channel: phi + phase: w + bins: null + range: null + name: null + eval_only: true +- error: pred + descriptor: curvature_mean_integral_norm + channel: phi + phase: w + bins: null + range: null + name: 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