1
|
{"args": {"mode": "sdil", "dataset": "cifar10", "depth": 20, "width": 64, "act": "tanh", "residual": 1, "epochs": 5, "batch_size": 128, "train_examples": 0, "val_examples": 5000, "split_seed": 2027, "eval_split": "validation", "task_seed": 0, "task_train_examples": 50000, "task_test_examples": 10000, "task_levels": 8, "task_n_in": 128, "task_classes": 10, "teacher_depth": 8, "teacher_width": 64, "teacher_residual": 1, "eta": 0.05, "eta_A": 0.02, "eta_P": 0.002, "momentum": 0.9, "w_scale": 1.0, "a_scale": 1.0, "feedback_scale": 1.0, "pert_sigma": 0.01, "pert_every": 8, "pert_ndirs": 2, "pert_mode": "simultaneous", "use_residual": 0, "raw_scale_control": "none", "learn_A": 1, "learn_P": 0, "p_neutral": 1, "p_warmup_steps": 0, "p_warmup_eta": 0.05, "nuis_rho": 0.0, "traffic_seed": 1234, "traffic_mode": "none", "predictor_mode": "diagonal", "normalize_delta": 0, "settle_steps": 0, "kappa": 0.0, "feedback": "error", "seed": 0, "device": "cuda", "log_every": 100000, "diagnostics": "none", "eval_every": 0, "max_steps": 0, "probe_bs": 512, "outdir": "results", "tag": "query_dev_v1_cifar10_d20_k2_e8_s0", "n_in": 3072, "n_out": 10}, "split": {"dataset": "cifar10", "split_seed": 2027, "validation_examples": 5000, "validation_index_sha256": "8328b206a97c420e49e54e3eca4abe3274c4756b084355784ea3fb8059e4515b", "validation_class_counts": {"0": 500, "1": 500, "2": 500, "3": 500, "4": 500, "5": 500, "6": 500, "7": 500, "8": 500, "9": 500}, "train_examples": 45000, "test_examples": 10000, "split_from_training_only": true, "evaluation_split": "validation"}, "provenance": {"git_commit": "1a22a99a5ebc857ae5a5270ffddacce6aa1386d8", "git_dirty": false}, "steps": [{"step": 0, "epoch": 0, "train_loss": 2.44761323928833}, {"epoch_end": 0, "step": 352}, {"epoch_end": 1, "step": 704}, {"epoch_end": 2, "step": 1056}, {"epoch_end": 3, "step": 1408}, {"epoch_end": 4, "step": 1760}], "final": {"eval_split": "validation", "eval_acc": 0.3732, "eval_loss": 1.80643046875, "wall_s": 16.527502298355103, "val_acc": 0.3732, "val_loss": 1.80643046875}, "timing": {"warmup_wall_s": 0.0, "training_loop_wall_s": 16.486323833465576, "diagnostics_wall_s": 0.0, "inline_diagnostics_wall_s": 0.0, "optimizer_wall_s_excluding_inline_diagnostics": 16.486323833465576, "evaluation_wall_s": 0.040602684020996094}, "cost": {"train_steps": 1760, "ordinary_training_forward_examples": 225000, "predictor_warmup_forward_examples": 0, "perturbation_events": 220, "calibration_batch_loss_evaluations": 880, "calibration_example_loss_evaluations": 112640, "calibration_forward_equivalent_examples": 140800.0, "max_perturbation_batch_expansion": 4}}
|
