{ "args": { "model": "trm", "ckpt_root": "/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_singleGPU", "ckpt_name": "step_26041", "mode": "multi_perturbed_ce", "train_steps": 2, "batch_size": 2, "lr": 1e-05, "noise_std": 0.001, "noise_min": 0.0001, "noise_max": null, "noise_sampling": "loguniform", "clean_prob": 0.0, "sigma_start": 0.0, "sigma_ramp_steps": 10, "n_trajectories": 4, "rollout_impl": "parallel_fixed", "perturb": "both", "seed": 123, "eval_every": 1, "eval_n": 16, "eval_batch_size": 8, "out": "smoke_step9_trm_parallel_sampling.json", "save_dir": null, "save_best": true, "save_final": true, "save_every_eval": false }, "initial_acc": 0.5, "initial_tok_acc": 0.8202160493827161, "steps": [ { "train_step": 1, "loss": 0.24466797709465027, "clean_loss": 0.2441866397857666, "noisy_loss_mean": 0.24482843279838562, "noise_std_target": 0.0001, "noise_std_mean": 9.99999901978299e-05, "noise_std_max": 9.99999901978299e-05, "effective_batch": 8 }, { "train_step": 2, "loss": 0.18076972663402557, "clean_loss": 0.2406986951828003, "noisy_loss_mean": 0.16079340875148773, "noise_std_target": 0.0002, "noise_std_mean": 0.00015660555800423026, "noise_std_max": 0.00019374192925170064, "effective_batch": 8 } ], "evals": [ { "kind": "initial", "train_step": 0, "acc": 0.5, "tok_acc": 0.8202160493827161 }, { "kind": "task", "train_step": 1, "acc": 0.5625, "tok_acc": 0.8472222222222222 }, { "kind": "task", "train_step": 2, "acc": 0.5625, "tok_acc": 0.8433641975308642 }, { "kind": "final", "train_step": 2, "acc": 0.5625, "tok_acc": 0.8433641975308642 } ], "checkpoints": [ { "kind": "best", "train_step": 1, "acc": 0.5625, "path": "smoke_step9_trm_parallel_sampling_ckpts/best.pt" }, { "kind": "best", "train_step": 2, "acc": 0.5625, "path": "smoke_step9_trm_parallel_sampling_ckpts/best.pt" }, { "kind": "final", "train_step": 2, "acc": 0.5625, "path": "smoke_step9_trm_parallel_sampling_ckpts/final.pt" } ], "best_acc": 0.5625, "best_step": 2, "best_checkpoint": "smoke_step9_trm_parallel_sampling_ckpts/best.pt", "final_acc": 0.5625, "final_tok_acc": 0.8433641975308642, "final_checkpoint": "smoke_step9_trm_parallel_sampling_ckpts/final.pt" }