| { |
| "screen": "G1-FS16", |
| "arm": "shuffled", |
| "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": 0.5, |
| "straight_through": true, |
| "eps": 0.05, |
| "device": "cuda", |
| "runs": [ |
| { |
| "seed": 0, |
| "oracle": { |
| "worst_acc": 1.0, |
| "worst_depth": -1, |
| "max_mid_entropy": 0.0008481992990709841, |
| "pass": true |
| }, |
| "history": [ |
| { |
| "acc_d11": 0.002, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0039, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0049, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0029, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0029, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0088, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.004231770833333333, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 8.016182680924734, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 0.5, |
| "distinct_codes": 0.0, |
| "code_map": "[1, None]", |
| "empty_word_rate": 1.0, |
| "word_purity": 0.0, |
| "word_len_match": 0.0, |
| "step": 0, |
| "loss": 4102.23291015625, |
| "lam_mid": 0.0, |
| "cur_depth": 1, |
| "s_per_step": 1.1185, |
| "wall_s": 1.1 |
| }, |
| { |
| "acc_d11": 0.0039, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0029, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0068, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0059, |
| "exact_d14": 0.0, |
| "acc_d15": 0.001, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0039, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.004069010416666667, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 12.576202273368835, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 0.0, |
| "distinct_codes": 0.0, |
| "code_map": "[None, None]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.0, |
| "word_len_match": 0.0, |
| "step": 1000, |
| "loss": 1054.2313232421875, |
| "lam_mid": 0.0, |
| "cur_depth": 1, |
| "s_per_step": 0.0341, |
| "wall_s": 34.1 |
| }, |
| { |
| "acc_d11": 0.002, |
| "exact_d11": 0.0, |
| "acc_d12": 0.001, |
| "exact_d12": 0.0, |
| "acc_d13": 0.002, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0039, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0107, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0049, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.004069010416666667, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 16.62142030398051, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[0, 0]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.11764705882352941, |
| "word_len_match": 0.11764705882352941, |
| "step": 2000, |
| "loss": 1119.09521484375, |
| "lam_mid": 0.0, |
| "cur_depth": 2, |
| "s_per_step": 0.0357, |
| "wall_s": 71.3 |
| }, |
| { |
| "acc_d11": 0.0078, |
| "exact_d11": 0.0, |
| "acc_d12": 0.001, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0059, |
| "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": 0.00390625, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 19.389815131823223, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[1, 1]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.9411764705882353, |
| "word_len_match": 0.9411764705882353, |
| "step": 3000, |
| "loss": 1061.8482666015625, |
| "lam_mid": 0.0, |
| "cur_depth": 3, |
| "s_per_step": 0.0374, |
| "wall_s": 112.2 |
| }, |
| { |
| "acc_d11": 0.0029, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0039, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0039, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0029, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0, |
| "exact_d15": 0.0, |
| "acc_d16": 0.001, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.00244140625, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 21.44542706012726, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[1, 1]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.9411764705882353, |
| "word_len_match": 0.9411764705882353, |
| "step": 4000, |
| "loss": 1069.1434326171875, |
| "lam_mid": 0.0, |
| "cur_depth": 4, |
| "s_per_step": 0.0391, |
| "wall_s": 156.4 |
| }, |
| { |
| "acc_d11": 0.0029, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0059, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0039, |
| "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": 0.004231770833333333, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 23.70994774500529, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[0, 0]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.25, |
| "word_len_match": 0.9411764705882353, |
| "step": 5000, |
| "loss": 1069.2491455078125, |
| "lam_mid": 0.0, |
| "cur_depth": 4, |
| "s_per_step": 0.0412, |
| "wall_s": 206.2 |
| }, |
| { |
| "acc_d11": 0.002, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0029, |
| "exact_d13": 0.0, |
| "acc_d14": 0.0039, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0049, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0068, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.00341796875, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 24.721510966618855, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[1, 1]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.6470588235294118, |
| "word_len_match": 0.7205882352941176, |
| "step": 6000, |
| "loss": 1073.3253173828125, |
| "lam_mid": 0.0, |
| "cur_depth": 5, |
| "s_per_step": 0.0434, |
| "wall_s": 260.1 |
| }, |
| { |
| "acc_d11": 0.0039, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0059, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0068, |
| "exact_d13": 0.0, |
| "acc_d14": 0.001, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0059, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0049, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.004720052083333333, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 25.54394014676412, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[0, 0]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.9411764705882353, |
| "word_len_match": 0.9411764705882353, |
| "step": 7000, |
| "loss": 1078.3133544921875, |
| "lam_mid": 0.0, |
| "cur_depth": 6, |
| "s_per_step": 0.0454, |
| "wall_s": 318.0 |
| }, |
| { |
| "acc_d11": 0.001, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0068, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0039, |
| "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": 0.004231770833333333, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 26.608838160832722, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[0, 0]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.17647058823529413, |
| "word_len_match": 0.9411764705882353, |
| "step": 8000, |
| "loss": 1077.4246826171875, |
| "lam_mid": 0.0, |
| "cur_depth": 7, |
| "s_per_step": 0.0476, |
| "wall_s": 380.9 |
| }, |
| { |
| "acc_d11": 0.0107, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0059, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0049, |
| "exact_d13": 0.0, |
| "acc_d14": 0.001, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0068, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0048828125, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 27.17023964722951, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[1, 1]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.9411764705882353, |
| "word_len_match": 0.9411764705882353, |
| "step": 9000, |
| "loss": 1076.650634765625, |
| "lam_mid": 0.0, |
| "cur_depth": 7, |
| "s_per_step": 0.0506, |
| "wall_s": 455.4 |
| } |
| ], |
| "final": { |
| "acc_d11": 0.0107, |
| "exact_d11": 0.0, |
| "acc_d12": 0.0059, |
| "exact_d12": 0.0, |
| "acc_d13": 0.0049, |
| "exact_d13": 0.0, |
| "acc_d14": 0.001, |
| "exact_d14": 0.0, |
| "acc_d15": 0.0, |
| "exact_d15": 0.0, |
| "acc_d16": 0.0068, |
| "exact_d16": 0.0, |
| "heldout_byte_acc": 0.0048828125, |
| "heldout_record_exact": 0.0, |
| "heldout_answer_bpb": 27.17023964722951, |
| "heldout_min_exact": 0.0, |
| "singleton_len1": 1.0, |
| "distinct_codes": 0.0, |
| "code_map": "[1, 1]", |
| "empty_word_rate": 0.0, |
| "word_purity": 0.9411764705882353, |
| "word_len_match": 0.9411764705882353, |
| "step": 9000, |
| "loss": 1076.650634765625, |
| "lam_mid": 0.0, |
| "cur_depth": 7, |
| "s_per_step": 0.0506, |
| "wall_s": 455.4 |
| } |
| } |
| ], |
| "partial": true |
| } |
