Upload checkpoint for constrained_plvae_2d beams2d/cfg_85a55839/seed_2
Browse files
beams2d/cfg_85a55839/seed_2/constrained_plvae.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8cd142a75f7edad8f753c8169db038e5828393836dbc0b00577d404b0d43f376
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size 100002250
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beams2d/cfg_85a55839/seed_2/metadata.json
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{
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"algo": "constrained_plvae_2d",
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"checkpoint_backend": "hf",
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"checkpoint_files": [
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"constrained_plvae.pth"
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],
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"condition_keys": [
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"volfrac",
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"rmin",
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"forcedist",
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"overhang_constraint"
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],
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"config_fingerprint": "85a55839",
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"hf_package_path": "beams2d/cfg_85a55839/seed_2",
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"hf_repo_id": "IDEALLab/engiopt-constrained-plvae-2d",
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"n_active_dims": 8,
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"primary_files": [
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"constrained_plvae.pth"
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],
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"problem_id": "beams2d",
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"seed": 2,
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"train_nmse_perf": 0.00025347157497890294,
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"train_nmse_rec": 0.009569848887622356,
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"val_nmse_perf": 0.0004723021478499644,
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"val_nmse_rec": 0.008993452977757532,
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"w_vol": 0.04536592960357666,
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"wandb_entity": "engibench",
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"wandb_project": "engiopt",
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"wandb_run_id": "6yvaj225",
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"wandb_run_url": "https://wandb.ai/engibench/engiopt/runs/6yvaj225"
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}
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beams2d/cfg_85a55839/seed_2/run_config.json
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{
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"algo": "constrained_plvae_2d",
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"alpha": 0.0,
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"batch_size": 128,
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"cond_embed_dim": 64,
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"condition_filter_key": null,
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"condition_filter_range": null,
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"condition_filter_tolerance": 0.01,
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"condition_filter_value": null,
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"conditional_decoder": false,
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"conditional_predictor": false,
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"constraint_tau": 0.3,
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"decoder_lipschitz_scale": 10.0,
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"hf_entity": "IDEALLab",
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"hf_repo_prefix": "engiopt",
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"latent_dim": 100,
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"lr": 0.0001,
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"n_epochs": 10000,
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"nmse_threshold_perf": 0.01,
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"nmse_threshold_rec": 0.005,
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"perf_dim": -1,
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"perf_scaler": "robust",
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"predictor_hidden_dims": [
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256,
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128
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],
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"predictor_lipschitz_ratio": 1.0,
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"problem_id": "beams2d",
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"pruning_epoch": 500,
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"pruning_strategy": "plummet",
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"pruning_threshold": 0.05,
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"resize_dimensions": [
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100,
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100
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],
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"sample_interval": 500,
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"save_model": true,
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"seed": 2,
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"track": true,
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"wandb_entity": "engibench",
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"wandb_project": "engiopt",
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"whitening": false
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}
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