{ "screen": "G1-FS16", "arm": "dense_shared", "seeds": [ 0 ], "nonce": 0, "steps": 24000, "events": 2, "m_records": 16, "d": 64, "layers": 3, "carrier": 256, "train_depth": 10, "closure": 16, "lam_mid": 0.0, "lam_cpu": 0.02, "lam_a": 0.02, "mid_warmup": 0.0, "curriculum": 0.0, "straight_through": true, "st_after": 0.0, "act_init": 4.0, "sampled": true, "eps": 0.05, "device": "cuda", "runs": [ { "seed": 0, "oracle": { "worst_acc": 0.0, "worst_depth": 7, "max_mid_entropy": 1.0389091968536377, "pass": false }, "history": [ { "acc_d11": 0.0039, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.0117, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.002, "exact_d15": 0.0, "acc_d16": 0.0049, "exact_d16": 0.0, "heldout_byte_acc": 0.005208333333333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.046273787816366, "heldout_min_exact": 0.0, "singleton_len1": 0.5, "distinct_codes": 0.0, "code_map": "[0, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 0, "loss": 4111.59326171875, "train_bits": 4111.57, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 1.2842, "wall_s": 1.3 }, { "acc_d11": 0.001, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0059, "exact_d14": 0.0, "acc_d15": 0.002, "exact_d15": 0.0, "acc_d16": 0.0117, "exact_d16": 0.0, "heldout_byte_acc": 0.00439453125, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.571073750654856, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 1000, "loss": 2366.1416015625, "train_bits": 2366.22, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3295, "wall_s": 329.5 }, { "acc_d11": 0.001, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.0088, "exact_d15": 0.0, "acc_d16": 0.0068, "exact_d16": 0.0, "heldout_byte_acc": 0.00390625, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.64840281009674, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 2000, "loss": 2351.7607421875, "train_bits": 2351.83, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3292, "wall_s": 658.4 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0, "exact_d12": 0.0, "acc_d13": 0.0039, "exact_d13": 0.0, "acc_d14": 0.0068, "exact_d14": 0.0, "acc_d15": 0.002, "exact_d15": 0.0, "acc_d16": 0.0, "exact_d16": 0.0, "heldout_byte_acc": 0.00244140625, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.634359021981558, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 3000, "loss": 2343.69580078125, "train_bits": 2343.77, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 987.4 }, { "acc_d11": 0.0029, "exact_d11": 0.0, "acc_d12": 0.0117, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.001, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.00439453125, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.71297695239385, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 4000, "loss": 2251.392822265625, "train_bits": 2251.47, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 1316.5 }, { "acc_d11": 0.0039, "exact_d11": 0.0, "acc_d12": 0.0, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0039, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.0035807291666666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.835083067417145, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 5000, "loss": 2045.529541015625, "train_bits": 2044.12, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 1645.5 }, { "acc_d11": 0.0039, "exact_d11": 0.0, "acc_d12": 0.0088, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.001, "exact_d15": 0.0, "acc_d16": 0.0068, "exact_d16": 0.0, "heldout_byte_acc": 0.004231770833333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.856456855932871, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 6000, "loss": 1648.3856201171875, "train_bits": 1644.42, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 1974.6 }, { "acc_d11": 0.0098, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.002, "exact_d15": 0.0, "acc_d16": 0.0029, "exact_d16": 0.0, "heldout_byte_acc": 0.004231770833333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.803214212258657, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 7000, "loss": 1996.58935546875, "train_bits": 1996.66, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 2303.6 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0078, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.00439453125, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.779992163181305, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 8000, "loss": 1930.1630859375, "train_bits": 1930.24, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 2632.8 }, { "acc_d11": 0.0029, "exact_d11": 0.0, "acc_d12": 0.002, "exact_d12": 0.0, "acc_d13": 0.0088, "exact_d13": 0.0, "acc_d14": 0.0039, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.0029, "exact_d16": 0.0, "heldout_byte_acc": 0.00439453125, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.738096117973328, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 9000, "loss": 1544.10205078125, "train_bits": 1543.18, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 2962.0 }, { "acc_d11": 0.0, "exact_d11": 0.0, "acc_d12": 0.001, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.0039, "exact_d14": 0.0, "acc_d15": 0.001, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.00244140625, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.886011044184366, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 10000, "loss": 1411.2674560546875, "train_bits": 1410.84, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 3291.1 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0068, "exact_d14": 0.0, "acc_d15": 0.001, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.0032552083333333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.849034607410431, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 11000, "loss": 1482.4595947265625, "train_bits": 1482.53, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 3620.2 }, { "acc_d11": 0.0039, "exact_d11": 0.0, "acc_d12": 0.001, "exact_d12": 0.0, "acc_d13": 0.001, "exact_d13": 0.0, "acc_d14": 0.0039, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.0068, "exact_d16": 0.0, "heldout_byte_acc": 0.0032552083333333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.930628061294556, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 12000, "loss": 2379.151611328125, "train_bits": 2379.23, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 3949.2 }, { "acc_d11": 0.0049, "exact_d11": 0.0, "acc_d12": 0.0, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.0032552083333333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.786737541357676, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 13000, "loss": 2310.62744140625, "train_bits": 2310.7, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 4278.3 }, { "acc_d11": 0.0029, "exact_d11": 0.0, "acc_d12": 0.0049, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.0029, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.0049, "exact_d16": 0.0, "heldout_byte_acc": 0.00390625, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.97534050544103, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 14000, "loss": 2319.6767578125, "train_bits": 2319.75, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 4607.6 }, { "acc_d11": 0.0, "exact_d11": 0.0, "acc_d12": 0.0107, "exact_d12": 0.0, "acc_d13": 0.0, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.0078, "exact_d16": 0.0, "heldout_byte_acc": 0.00390625, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.926225145657858, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 15000, "loss": 2268.4443359375, "train_bits": 2268.52, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 4936.7 }, { "acc_d11": 0.0078, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0078, "exact_d13": 0.0, "acc_d14": 0.0, "exact_d14": 0.0, "acc_d15": 0.0068, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.0048828125, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.896854599316915, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 16000, "loss": 2195.94287109375, "train_bits": 2196.02, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 5265.9 }, { "acc_d11": 0.002, "exact_d11": 0.0, "acc_d12": 0.0029, "exact_d12": 0.0, "acc_d13": 0.0039, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.0039, "exact_d15": 0.0, "acc_d16": 0.002, "exact_d16": 0.0, "heldout_byte_acc": 0.0027669270833333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.99845814704895, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 17000, "loss": 2085.879150390625, "train_bits": 2085.95, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 5595.1 }, { "acc_d11": 0.001, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.002, "exact_d14": 0.0, "acc_d15": 0.0039, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.0029296875, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.987029830614725, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 18000, "loss": 1967.9566650390625, "train_bits": 1968.03, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 5924.1 }, { "acc_d11": 0.0039, "exact_d11": 0.0, "acc_d12": 0.0078, "exact_d12": 0.0, "acc_d13": 0.0049, "exact_d13": 0.0, "acc_d14": 0.001, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.004557291666666667, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.903545240561167, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 19000, "loss": 1909.9058837890625, "train_bits": 1909.98, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 6253.5 }, { "acc_d11": 0.0088, "exact_d11": 0.0, "acc_d12": 0.0059, "exact_d12": 0.0, "acc_d13": 0.0039, "exact_d13": 0.0, "acc_d14": 0.001, "exact_d14": 0.0, "acc_d15": 0.0049, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.005045572916666667, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.8541379570961, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 20000, "loss": 1532.99267578125, "train_bits": 1532.07, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 6582.8 }, { "acc_d11": 0.0029, "exact_d11": 0.0, "acc_d12": 0.0059, "exact_d12": 0.0, "acc_d13": 0.002, "exact_d13": 0.0, "acc_d14": 0.0, "exact_d14": 0.0, "acc_d15": 0.0, "exact_d15": 0.0, "acc_d16": 0.0059, "exact_d16": 0.0, "heldout_byte_acc": 0.0027669270833333335, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.939716398715973, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 21000, "loss": 1407.2421875, "train_bits": 1406.82, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 6912.0 }, { "acc_d11": 0.0049, "exact_d11": 0.0, "acc_d12": 0.0039, "exact_d12": 0.0, "acc_d13": 0.0039, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0039, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.004231770833333333, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.954093337059021, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 22000, "loss": 1456.5513916015625, "train_bits": 1456.63, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 7241.2 }, { "acc_d11": 0.0088, "exact_d11": 0.0, "acc_d12": 0.002, "exact_d12": 0.0, "acc_d13": 0.001, "exact_d13": 0.0, "acc_d14": 0.0, "exact_d14": 0.0, "acc_d15": 0.0059, "exact_d15": 0.0, "acc_d16": 0.0039, "exact_d16": 0.0, "heldout_byte_acc": 0.0035807291666666665, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.945041795571646, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 23000, "loss": 2388.985107421875, "train_bits": 2389.06, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 7570.3 }, { "acc_d11": 0.001, "exact_d11": 0.0, "acc_d12": 0.0049, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.001, "exact_d16": 0.0, "heldout_byte_acc": 0.0029296875, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.960919857025146, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 23999, "loss": 2305.883544921875, "train_bits": 2305.96, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 7899.2 } ], "final": { "acc_d11": 0.001, "exact_d11": 0.0, "acc_d12": 0.0049, "exact_d12": 0.0, "acc_d13": 0.0029, "exact_d13": 0.0, "acc_d14": 0.0049, "exact_d14": 0.0, "acc_d15": 0.0029, "exact_d15": 0.0, "acc_d16": 0.001, "exact_d16": 0.0, "heldout_byte_acc": 0.0029296875, "heldout_record_exact": 0.0, "heldout_answer_bpb": 8.960919857025146, "heldout_min_exact": 0.0, "singleton_len1": 0.0, "distinct_codes": 0.0, "code_map": "[None, None]", "empty_word_rate": 1.0, "word_purity": 0.0, "word_len_match": 0.0, "step": 23999, "loss": 2305.883544921875, "train_bits": 2305.96, "lam_mid": 0.0, "cur_depth": 10, "st": 1, "s_per_step": 0.3291, "wall_s": 7899.2 } } ], "partial": false }