trident-ec / g1c_field_s0.json
farguney's picture
Upload g1c_field_s0.json with huggingface_hub
91b66f1 verified
Raw
History Blame Contribute Delete
26.6 kB
{
"screen": "G1-FS16",
"arm": "field",
"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": 1.0,
"worst_depth": -1,
"max_mid_entropy": 0.001069359015673399,
"pass": true
},
"history": [
{
"acc_d11": 0.0098,
"exact_d11": 0.0,
"acc_d12": 0.0049,
"exact_d12": 0.0,
"acc_d13": 0.0088,
"exact_d13": 0.0,
"acc_d14": 0.001,
"exact_d14": 0.0,
"acc_d15": 0.0098,
"exact_d15": 0.0,
"acc_d16": 0.001,
"exact_d16": 0.0,
"heldout_byte_acc": 0.005859375,
"heldout_record_exact": 0.0,
"heldout_answer_bpb": 8.065267860889435,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 1.0,
"word_len_match": 1.0,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]",
"purity_trained": 1.0,
"purity_closure": 1.0,
"step": 0,
"loss": 4109.00439453125,
"train_bits": 4108.85,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 2.1816,
"wall_s": 2.2
},
{
"acc_d11": 0.001,
"exact_d11": 0.0,
"acc_d12": 0.0049,
"exact_d12": 0.0,
"acc_d13": 0.0049,
"exact_d13": 0.0,
"acc_d14": 0.0039,
"exact_d14": 0.0,
"acc_d15": 0.0059,
"exact_d15": 0.0,
"acc_d16": 0.001,
"exact_d16": 0.0,
"heldout_byte_acc": 0.0035807291666666665,
"heldout_record_exact": 0.0,
"heldout_answer_bpb": 8.5656698346138,
"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": 2350.900146484375,
"train_bits": 2350.97,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3293,
"wall_s": 329.3
},
{
"acc_d11": 0.0068,
"exact_d11": 0.0,
"acc_d12": 0.0,
"exact_d12": 0.0,
"acc_d13": 0.002,
"exact_d13": 0.0,
"acc_d14": 0.0107,
"exact_d14": 0.0,
"acc_d15": 0.0049,
"exact_d15": 0.0,
"acc_d16": 0.0078,
"exact_d16": 0.0,
"heldout_byte_acc": 0.00537109375,
"heldout_record_exact": 0.0,
"heldout_answer_bpb": 16.52314629157384,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.27941176470588236,
"word_len_match": 0.6323529411764706,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 0.75, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]",
"purity_trained": 0.432,
"purity_closure": 0.0,
"step": 2000,
"loss": 1293.721435546875,
"train_bits": 1293.78,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3291,
"wall_s": 658.3
},
{
"acc_d11": 0.7529,
"exact_d11": 0.75,
"acc_d12": 0.2549,
"exact_d12": 0.25,
"acc_d13": 0.0039,
"exact_d13": 0.0,
"acc_d14": 0.0049,
"exact_d14": 0.0,
"acc_d15": 0.2529,
"exact_d15": 0.25,
"acc_d16": 0.0,
"exact_d16": 0.0,
"heldout_byte_acc": 0.21158854166666666,
"heldout_record_exact": 0.20833333333333334,
"heldout_answer_bpb": 14.844690106382282,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.6764705882352942,
"word_len_match": 0.9411764705882353,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.5, 0.5, 0.25, 0.0, 0.5, 0.0, 0.0]",
"purity_trained": 0.932,
"purity_closure": 0.208,
"step": 3000,
"loss": 1322.322998046875,
"train_bits": 1322.4,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3297,
"wall_s": 989.2
},
{
"acc_d11": 1.0,
"exact_d11": 1.0,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 0.75,
"exact_d13": 0.75,
"acc_d14": 1.0,
"exact_d14": 1.0,
"acc_d15": 0.752,
"exact_d15": 0.75,
"acc_d16": 0.5039,
"exact_d16": 0.5,
"heldout_byte_acc": 0.8343098958333334,
"heldout_record_exact": 0.8333333333333334,
"heldout_answer_bpb": 3.6174913131835638,
"heldout_min_exact": 0.5,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.9117647058823529,
"word_len_match": 0.9264705882352942,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 0.25, 0.5]",
"purity_trained": 1.0,
"purity_closure": 0.75,
"step": 4000,
"loss": 1200.821533203125,
"train_bits": 1200.9,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.33,
"wall_s": 1320.1
},
{
"acc_d11": 1.0,
"exact_d11": 1.0,
"acc_d12": 0.501,
"exact_d12": 0.5,
"acc_d13": 0.5049,
"exact_d13": 0.5,
"acc_d14": 0.2559,
"exact_d14": 0.25,
"acc_d15": 0.0039,
"exact_d15": 0.0,
"acc_d16": 0.0039,
"exact_d16": 0.0,
"heldout_byte_acc": 0.3782552083333333,
"heldout_record_exact": 0.375,
"heldout_answer_bpb": 13.782707070541315,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7647058823529411,
"word_len_match": 0.9558823529411765,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.75, 0.25, 0.25, 0.0, 0.0]",
"purity_trained": 1.0,
"purity_closure": 0.333,
"step": 5000,
"loss": 1222.067626953125,
"train_bits": 1222.14,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3302,
"wall_s": 1651.1
},
{
"acc_d11": 0.2549,
"exact_d11": 0.25,
"acc_d12": 0.0029,
"exact_d12": 0.0,
"acc_d13": 0.0127,
"exact_d13": 0.0,
"acc_d14": 0.0039,
"exact_d14": 0.0,
"acc_d15": 0.2578,
"exact_d15": 0.25,
"acc_d16": 0.0039,
"exact_d16": 0.0,
"heldout_byte_acc": 0.08935546875,
"heldout_record_exact": 0.08333333333333333,
"heldout_answer_bpb": 23.63823490732102,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.6911764705882353,
"word_len_match": 0.8970588235294118,
"purity_by_depth": "[1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.75, 1.0, 0.25, 0.25, 0.0, 0.0, 0.0]",
"purity_trained": 0.932,
"purity_closure": 0.25,
"step": 6000,
"loss": 1173.8302001953125,
"train_bits": 1173.9,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3304,
"wall_s": 1982.4
},
{
"acc_d11": 0.251,
"exact_d11": 0.25,
"acc_d12": 0.251,
"exact_d12": 0.25,
"acc_d13": 0.5049,
"exact_d13": 0.5,
"acc_d14": 0.0156,
"exact_d14": 0.0,
"acc_d15": 0.0059,
"exact_d15": 0.0,
"acc_d16": 0.002,
"exact_d16": 0.0,
"heldout_byte_acc": 0.17171223958333334,
"heldout_record_exact": 0.16666666666666666,
"heldout_answer_bpb": 20.478422429536902,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.6470588235294118,
"word_len_match": 0.8676470588235294,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.75, 0.5, 0.75, 0.75, 0.25, 0.0, 0.0, 0.0, 0.25]",
"purity_trained": 0.886,
"purity_closure": 0.208,
"step": 7000,
"loss": 1162.0457763671875,
"train_bits": 1162.12,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3305,
"wall_s": 2313.4
},
{
"acc_d11": 1.0,
"exact_d11": 1.0,
"acc_d12": 0.752,
"exact_d12": 0.75,
"acc_d13": 0.502,
"exact_d13": 0.5,
"acc_d14": 0.0049,
"exact_d14": 0.0,
"acc_d15": 0.0059,
"exact_d15": 0.0,
"acc_d16": 0.0029,
"exact_d16": 0.0,
"heldout_byte_acc": 0.3779296875,
"heldout_record_exact": 0.375,
"heldout_answer_bpb": 16.139984853729402,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.8529411764705882,
"word_len_match": 0.8529411764705882,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.75, 0.0, 0.0]",
"purity_trained": 1.0,
"purity_closure": 0.583,
"step": 8000,
"loss": 1145.801025390625,
"train_bits": 1145.87,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3304,
"wall_s": 2643.4
},
{
"acc_d11": 0.5,
"exact_d11": 0.5,
"acc_d12": 0.5029,
"exact_d12": 0.5,
"acc_d13": 0.502,
"exact_d13": 0.5,
"acc_d14": 0.251,
"exact_d14": 0.25,
"acc_d15": 0.2549,
"exact_d15": 0.25,
"acc_d16": 0.0039,
"exact_d16": 0.0,
"heldout_byte_acc": 0.3357747395833333,
"heldout_record_exact": 0.3333333333333333,
"heldout_answer_bpb": 18.78891606248605,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.8088235294117647,
"word_len_match": 0.8088235294117647,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.25, 0.5, 0.75, 1.0, 0.25, 0.5, 0.75]",
"purity_trained": 0.909,
"purity_closure": 0.625,
"step": 9000,
"loss": 1115.9713134765625,
"train_bits": 1116.05,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3304,
"wall_s": 2973.2
},
{
"acc_d11": 0.75,
"exact_d11": 0.75,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 0.2529,
"exact_d13": 0.25,
"acc_d14": 0.2568,
"exact_d14": 0.25,
"acc_d15": 0.2588,
"exact_d15": 0.25,
"acc_d16": 0.2529,
"exact_d16": 0.25,
"heldout_byte_acc": 0.4619140625,
"heldout_record_exact": 0.4583333333333333,
"heldout_answer_bpb": 15.292442317522273,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7647058823529411,
"word_len_match": 0.7647058823529411,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 0.25, 0.0, 0.25, 0.0]",
"purity_trained": 1.0,
"purity_closure": 0.333,
"step": 10000,
"loss": 1095.607421875,
"train_bits": 1095.68,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3305,
"wall_s": 3304.9
},
{
"acc_d11": 0.0088,
"exact_d11": 0.0,
"acc_d12": 0.0049,
"exact_d12": 0.0,
"acc_d13": 0.0068,
"exact_d13": 0.0,
"acc_d14": 0.0049,
"exact_d14": 0.0,
"acc_d15": 0.001,
"exact_d15": 0.0,
"acc_d16": 0.0068,
"exact_d16": 0.0,
"heldout_byte_acc": 0.005533854166666667,
"heldout_record_exact": 0.0,
"heldout_answer_bpb": 29.630887230237324,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.5735294117647058,
"word_len_match": 0.6911764705882353,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.75, 0.75, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]",
"purity_trained": 0.886,
"purity_closure": 0.0,
"step": 11000,
"loss": 1077.26513671875,
"train_bits": 1077.34,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3306,
"wall_s": 3636.5
},
{
"acc_d11": 0.752,
"exact_d11": 0.75,
"acc_d12": 0.2529,
"exact_d12": 0.25,
"acc_d13": 0.252,
"exact_d13": 0.25,
"acc_d14": 0.0088,
"exact_d14": 0.0,
"acc_d15": 0.251,
"exact_d15": 0.25,
"acc_d16": 0.2568,
"exact_d16": 0.25,
"heldout_byte_acc": 0.2955729166666667,
"heldout_record_exact": 0.2916666666666667,
"heldout_answer_bpb": 20.943998174082918,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7058823529411765,
"word_len_match": 0.7205882352941176,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 0.75, 0.75, 0.25, 0.25, 0.25, 0.0, 0.25]",
"purity_trained": 0.932,
"purity_closure": 0.292,
"step": 12000,
"loss": 1299.9212646484375,
"train_bits": 1300.0,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3307,
"wall_s": 3968.3
},
{
"acc_d11": 0.752,
"exact_d11": 0.75,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 0.5059,
"exact_d13": 0.5,
"acc_d14": 0.502,
"exact_d14": 0.5,
"acc_d15": 0.0029,
"exact_d15": 0.0,
"acc_d16": 0.5,
"exact_d16": 0.5,
"heldout_byte_acc": 0.5437825520833334,
"heldout_record_exact": 0.5416666666666666,
"heldout_answer_bpb": 14.583551406652305,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7058823529411765,
"word_len_match": 0.7794117647058824,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.25, 0.5, 0.25, 0.25, 0.5, 0.75, 0.5]",
"purity_trained": 0.841,
"purity_closure": 0.458,
"step": 13000,
"loss": 1237.8690185546875,
"train_bits": 1237.94,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3308,
"wall_s": 4300.2
},
{
"acc_d11": 0.001,
"exact_d11": 0.0,
"acc_d12": 0.251,
"exact_d12": 0.25,
"acc_d13": 0.0059,
"exact_d13": 0.0,
"acc_d14": 0.002,
"exact_d14": 0.0,
"acc_d15": 0.0,
"exact_d15": 0.0,
"acc_d16": 0.0029,
"exact_d16": 0.0,
"heldout_byte_acc": 0.043782552083333336,
"heldout_record_exact": 0.041666666666666664,
"heldout_answer_bpb": 29.636499459819692,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.5,
"word_len_match": 0.8088235294117647,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 0.25, 0.5, 0.0, 0.25, 0.0, 0.0, 0.0, 0.0, 0.0]",
"purity_trained": 0.75,
"purity_closure": 0.042,
"step": 14000,
"loss": 1227.1715087890625,
"train_bits": 1227.25,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3309,
"wall_s": 4632.1
},
{
"acc_d11": 0.75,
"exact_d11": 0.75,
"acc_d12": 0.2549,
"exact_d12": 0.25,
"acc_d13": 0.251,
"exact_d13": 0.25,
"acc_d14": 0.75,
"exact_d14": 0.75,
"acc_d15": 0.251,
"exact_d15": 0.25,
"acc_d16": 0.501,
"exact_d16": 0.5,
"heldout_byte_acc": 0.4596354166666667,
"heldout_record_exact": 0.4583333333333333,
"heldout_answer_bpb": 17.34956324625558,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.75,
"word_len_match": 0.7794117647058824,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.5, 1.0, 0.25, 0.5, 0.0, 0.0, 0.75]",
"purity_trained": 0.932,
"purity_closure": 0.417,
"step": 15000,
"loss": 1211.2025146484375,
"train_bits": 1211.28,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3309,
"wall_s": 4963.8
},
{
"acc_d11": 0.5039,
"exact_d11": 0.5,
"acc_d12": 0.25,
"exact_d12": 0.25,
"acc_d13": 0.0127,
"exact_d13": 0.0,
"acc_d14": 0.0078,
"exact_d14": 0.0,
"acc_d15": 0.0029,
"exact_d15": 0.0,
"acc_d16": 0.0059,
"exact_d16": 0.0,
"heldout_byte_acc": 0.13053385416666666,
"heldout_record_exact": 0.125,
"heldout_answer_bpb": 28.55645512128234,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.6617647058823529,
"word_len_match": 0.6764705882352942,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 0.25, 0.25, 0.0, 0.0, 0.0, 0.0]",
"purity_trained": 0.977,
"purity_closure": 0.083,
"step": 16000,
"loss": 1173.0914306640625,
"train_bits": 1173.17,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.331,
"wall_s": 5295.6
},
{
"acc_d11": 0.25,
"exact_d11": 0.25,
"acc_d12": 0.0039,
"exact_d12": 0.0,
"acc_d13": 0.0039,
"exact_d13": 0.0,
"acc_d14": 0.252,
"exact_d14": 0.25,
"acc_d15": 0.0039,
"exact_d15": 0.0,
"acc_d16": 0.0,
"exact_d16": 0.0,
"heldout_byte_acc": 0.08561197916666667,
"heldout_record_exact": 0.08333333333333333,
"heldout_answer_bpb": 30.71087600714938,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.4852941176470588,
"word_len_match": 0.9411764705882353,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.25, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]",
"purity_trained": 0.75,
"purity_closure": 0.0,
"step": 17000,
"loss": 1182.5933837890625,
"train_bits": 1182.67,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.331,
"wall_s": 5627.7
},
{
"acc_d11": 0.7529,
"exact_d11": 0.75,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 0.75,
"exact_d13": 0.75,
"acc_d14": 1.0,
"exact_d14": 1.0,
"acc_d15": 0.75,
"exact_d15": 0.75,
"acc_d16": 1.0,
"exact_d16": 1.0,
"heldout_byte_acc": 0.87548828125,
"heldout_record_exact": 0.875,
"heldout_answer_bpb": 4.251257713798634,
"heldout_min_exact": 0.75,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.9264705882352942,
"word_len_match": 1.0,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.5, 0.75, 1.0, 0.75]",
"purity_trained": 1.0,
"purity_closure": 0.792,
"step": 18000,
"loss": 1153.6832275390625,
"train_bits": 1153.76,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3311,
"wall_s": 5959.9
},
{
"acc_d11": 0.501,
"exact_d11": 0.5,
"acc_d12": 0.5029,
"exact_d12": 0.5,
"acc_d13": 0.2607,
"exact_d13": 0.25,
"acc_d14": 0.251,
"exact_d14": 0.25,
"acc_d15": 0.0039,
"exact_d15": 0.0,
"acc_d16": 0.2529,
"exact_d16": 0.25,
"heldout_byte_acc": 0.29541015625,
"heldout_record_exact": 0.2916666666666667,
"heldout_answer_bpb": 24.53607205542326,
"heldout_min_exact": 0.0,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7205882352941176,
"word_len_match": 0.9411764705882353,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.75, 0.25, 1.0, 0.75, 0.25, 0.0, 0.0, 0.5]",
"purity_trained": 0.886,
"purity_closure": 0.417,
"step": 19000,
"loss": 1123.481201171875,
"train_bits": 1123.56,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3312,
"wall_s": 6292.1
},
{
"acc_d11": 1.0,
"exact_d11": 1.0,
"acc_d12": 0.252,
"exact_d12": 0.25,
"acc_d13": 1.0,
"exact_d13": 1.0,
"acc_d14": 0.251,
"exact_d14": 0.25,
"acc_d15": 0.5039,
"exact_d15": 0.5,
"acc_d16": 0.502,
"exact_d16": 0.5,
"heldout_byte_acc": 0.5847981770833334,
"heldout_record_exact": 0.5833333333333334,
"heldout_answer_bpb": 14.896370566358561,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7794117647058824,
"word_len_match": 0.8382352941176471,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 1.0, 0.75, 1.0, 1.0, 0.75, 0.75, 0.0, 0.25, 0.25]",
"purity_trained": 0.932,
"purity_closure": 0.5,
"step": 20000,
"loss": 1106.9842529296875,
"train_bits": 1107.06,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3312,
"wall_s": 6624.3
},
{
"acc_d11": 1.0,
"exact_d11": 1.0,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 1.0,
"exact_d13": 1.0,
"acc_d14": 0.2549,
"exact_d14": 0.25,
"acc_d15": 0.501,
"exact_d15": 0.5,
"acc_d16": 0.752,
"exact_d16": 0.75,
"heldout_byte_acc": 0.7513020833333334,
"heldout_record_exact": 0.75,
"heldout_answer_bpb": 9.030546806075199,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.9117647058823529,
"word_len_match": 0.9558823529411765,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.5, 1.0, 0.5, 0.5]",
"purity_trained": 1.0,
"purity_closure": 0.75,
"step": 21000,
"loss": 1091.0408935546875,
"train_bits": 1091.11,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3313,
"wall_s": 6956.4
},
{
"acc_d11": 0.502,
"exact_d11": 0.5,
"acc_d12": 0.752,
"exact_d12": 0.75,
"acc_d13": 0.5029,
"exact_d13": 0.5,
"acc_d14": 0.501,
"exact_d14": 0.5,
"acc_d15": 0.2617,
"exact_d15": 0.25,
"acc_d16": 0.2549,
"exact_d16": 0.25,
"heldout_byte_acc": 0.46240234375,
"heldout_record_exact": 0.4583333333333333,
"heldout_answer_bpb": 19.682317784542068,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.7647058823529411,
"word_len_match": 0.7647058823529411,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 0.5, 0.5, 0.0, 0.0, 0.25]",
"purity_trained": 0.977,
"purity_closure": 0.375,
"step": 22000,
"loss": 1082.129638671875,
"train_bits": 1082.2,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3313,
"wall_s": 7288.7
},
{
"acc_d11": 1.0,
"exact_d11": 1.0,
"acc_d12": 0.752,
"exact_d12": 0.75,
"acc_d13": 0.5059,
"exact_d13": 0.5,
"acc_d14": 0.2549,
"exact_d14": 0.25,
"acc_d15": 0.752,
"exact_d15": 0.75,
"acc_d16": 0.752,
"exact_d16": 0.75,
"heldout_byte_acc": 0.66943359375,
"heldout_record_exact": 0.6666666666666666,
"heldout_answer_bpb": 12.188072487599621,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.9411764705882353,
"word_len_match": 1.0,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 1.0, 1.0, 0.75, 0.5, 1.0, 1.0]",
"purity_trained": 0.977,
"purity_closure": 0.875,
"step": 23000,
"loss": 1274.5030517578125,
"train_bits": 1274.58,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3314,
"wall_s": 7621.2
},
{
"acc_d11": 0.75,
"exact_d11": 0.75,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 0.2529,
"exact_d13": 0.25,
"acc_d14": 0.5,
"exact_d14": 0.5,
"acc_d15": 0.5029,
"exact_d15": 0.5,
"acc_d16": 0.75,
"exact_d16": 0.75,
"heldout_byte_acc": 0.6259765625,
"heldout_record_exact": 0.625,
"heldout_answer_bpb": 13.637033813558338,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.8529411764705882,
"word_len_match": 0.9117647058823529,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.75, 1.0, 1.0, 0.5, 0.5, 0.0]",
"purity_trained": 0.977,
"purity_closure": 0.625,
"step": 23999,
"loss": 1235.463623046875,
"train_bits": 1235.54,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3314,
"wall_s": 7953.0
}
],
"final": {
"acc_d11": 0.75,
"exact_d11": 0.75,
"acc_d12": 1.0,
"exact_d12": 1.0,
"acc_d13": 0.2529,
"exact_d13": 0.25,
"acc_d14": 0.5,
"exact_d14": 0.5,
"acc_d15": 0.5029,
"exact_d15": 0.5,
"acc_d16": 0.75,
"exact_d16": 0.75,
"heldout_byte_acc": 0.6259765625,
"heldout_record_exact": 0.625,
"heldout_answer_bpb": 13.637033813558338,
"heldout_min_exact": 0.25,
"singleton_len1": 1.0,
"distinct_codes": 1.0,
"code_map": "[1, 0]",
"empty_word_rate": 1.0,
"word_purity": 0.8529411764705882,
"word_len_match": 0.9117647058823529,
"purity_by_depth": "[1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.75, 1.0, 1.0, 0.75, 1.0, 1.0, 0.5, 0.5, 0.0]",
"purity_trained": 0.977,
"purity_closure": 0.625,
"step": 23999,
"loss": 1235.463623046875,
"train_bits": 1235.54,
"lam_mid": 0.0,
"cur_depth": 10,
"st": 1,
"s_per_step": 0.3314,
"wall_s": 7953.0
}
}
],
"partial": false
}