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Diffstat (limited to 'research/flossing/flossing_suite/results/smoke/toy_smoke.json')
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diff --git a/research/flossing/flossing_suite/results/smoke/toy_smoke.json b/research/flossing/flossing_suite/results/smoke/toy_smoke.json new file mode 100644 index 0000000..6870365 --- /dev/null +++ b/research/flossing/flossing_suite/results/smoke/toy_smoke.json @@ -0,0 +1,88 @@ +{ + "config": { + "hidden_size": 16, + "train_epochs": 3, + "inter_period": 100, + "inter_epochs": 0, + "pre_epochs": 2, + "max_inter_episodes": 0, + "batch_size": 4, + "input_dim": 1, + "train_steps": 40, + "lyap_steps": 30, + "floss_input_steps": 40, + "seed_ic": 1, + "seed_input": 1, + "seed_net": 1, + "seed_ons": 1, + "lr": 0.001, + "beta1": 0.9, + "beta2": 0.999, + "init_type": 1, + "recurrent_gain": 1.0, + "recurrent_mean_gain": 0.0, + "input_scale": 1.0, + "delay": 10, + "ws_std": 1.0, + "ws_mean": 0.0, + "wr_std": 1.0, + "wr_mean": 0.0, + "b_std": 0.1, + "b_mean": 0.0, + "n_lyap": 4, + "task": -1, + "lyap_target": 0.0, + "eval_every": 1, + "eval_batches": 1, + "log_every_floss": 50, + "device": "cuda", + "out": "/home/yurenh2/rrm/research/flossing/flossing_suite/results/smoke/toy_smoke.json" + }, + "evals": [ + { + "epoch": 1, + "train_loss": 0.8864837288856506, + "train_accuracy": 0.4880952380952381, + "eval_loss": 0.8243135213851929, + "eval_accuracy": 0.5476190476190477, + "elapsed": 0.8400521278381348 + }, + { + "epoch": 2, + "train_loss": 0.9001060128211975, + "train_accuracy": 0.4880952380952381, + "eval_loss": 0.9111667275428772, + "eval_accuracy": 0.5238095238095238, + "elapsed": 0.8638095855712891 + }, + { + "epoch": 3, + "train_loss": 0.9251764416694641, + "train_accuracy": 0.4880952380952381, + "eval_loss": 0.7443239688873291, + "eval_accuracy": 0.6190476190476191, + "elapsed": 0.8863844871520996 + } + ], + "floss": [ + { + "epoch": 1, + "kind": "pre", + "floss_step": 1, + "loss": 0.18372014164924622, + "lambda_mean": -0.4003114700317383, + "lambda_1": -0.22871017456054688, + "elapsed": 0.7358992099761963 + }, + { + "epoch": 1, + "kind": "pre", + "floss_step": 2, + "loss": 0.3812721371650696, + "lambda_mean": -0.5845165252685547, + "lambda_1": -0.29521623253822327, + "elapsed": 0.7633428573608398 + } + ], + "task": [] +}
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