mt5-small-gos-nld / trainer_state.json
j-arkes's picture
first version
5f5fa6d
{
"best_metric": 1.4220008850097656,
"best_model_checkpoint": "/scratch/s3545881/dumped/translation/mt5/2811562/checkpoint-4600",
"epoch": 14.9755832881172,
"global_step": 4600,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"learning_rate": 2.5e-06,
"loss": 7.1735,
"step": 10
},
{
"epoch": 0.07,
"learning_rate": 5e-06,
"loss": 7.1895,
"step": 20
},
{
"epoch": 0.1,
"learning_rate": 7.5e-06,
"loss": 7.1285,
"step": 30
},
{
"epoch": 0.13,
"learning_rate": 1e-05,
"loss": 7.0295,
"step": 40
},
{
"epoch": 0.16,
"learning_rate": 1.25e-05,
"loss": 6.871,
"step": 50
},
{
"epoch": 0.2,
"learning_rate": 1.5e-05,
"loss": 6.7699,
"step": 60
},
{
"epoch": 0.23,
"learning_rate": 1.7500000000000002e-05,
"loss": 6.6541,
"step": 70
},
{
"epoch": 0.26,
"learning_rate": 2e-05,
"loss": 6.4698,
"step": 80
},
{
"epoch": 0.29,
"learning_rate": 2.2499999999999998e-05,
"loss": 6.4136,
"step": 90
},
{
"epoch": 0.33,
"learning_rate": 2.5e-05,
"loss": 6.2236,
"step": 100
},
{
"epoch": 0.36,
"learning_rate": 2.75e-05,
"loss": 6.1051,
"step": 110
},
{
"epoch": 0.39,
"learning_rate": 3e-05,
"loss": 5.9834,
"step": 120
},
{
"epoch": 0.42,
"learning_rate": 3.2500000000000004e-05,
"loss": 5.8334,
"step": 130
},
{
"epoch": 0.46,
"learning_rate": 3.5000000000000004e-05,
"loss": 5.7289,
"step": 140
},
{
"epoch": 0.49,
"learning_rate": 3.75e-05,
"loss": 5.6266,
"step": 150
},
{
"epoch": 0.52,
"learning_rate": 4e-05,
"loss": 5.488,
"step": 160
},
{
"epoch": 0.55,
"learning_rate": 4.25e-05,
"loss": 5.4496,
"step": 170
},
{
"epoch": 0.59,
"learning_rate": 4.4999999999999996e-05,
"loss": 5.3379,
"step": 180
},
{
"epoch": 0.62,
"learning_rate": 4.75e-05,
"loss": 5.2659,
"step": 190
},
{
"epoch": 0.65,
"learning_rate": 5e-05,
"loss": 5.1961,
"step": 200
},
{
"epoch": 0.65,
"eval_bp": 1.0,
"eval_counts": [
12902,
6326,
3612,
2252
],
"eval_loss": 2.750916004180908,
"eval_precisions": [
4.406812080307677,
2.1854789674423745,
1.2622265088534077,
0.7959228393098232
],
"eval_ref_len": 41379,
"eval_runtime": 262.2904,
"eval_samples_per_second": 13.203,
"eval_score": 1.7636802703289813,
"eval_steps_per_second": 13.203,
"eval_sys_len": 292774,
"eval_totals": [
292774,
289456,
286161,
282942
],
"step": 200
},
{
"epoch": 0.68,
"learning_rate": 5.25e-05,
"loss": 5.17,
"step": 210
},
{
"epoch": 0.72,
"learning_rate": 5.5e-05,
"loss": 5.0736,
"step": 220
},
{
"epoch": 0.75,
"learning_rate": 5.75e-05,
"loss": 4.9931,
"step": 230
},
{
"epoch": 0.78,
"learning_rate": 6e-05,
"loss": 4.9457,
"step": 240
},
{
"epoch": 0.81,
"learning_rate": 6.25e-05,
"loss": 4.9108,
"step": 250
},
{
"epoch": 0.85,
"learning_rate": 6.500000000000001e-05,
"loss": 4.8353,
"step": 260
},
{
"epoch": 0.88,
"learning_rate": 6.75e-05,
"loss": 4.7755,
"step": 270
},
{
"epoch": 0.91,
"learning_rate": 7.000000000000001e-05,
"loss": 4.7669,
"step": 280
},
{
"epoch": 0.94,
"learning_rate": 7.25e-05,
"loss": 4.6519,
"step": 290
},
{
"epoch": 0.98,
"learning_rate": 7.5e-05,
"loss": 4.5968,
"step": 300
},
{
"epoch": 1.01,
"learning_rate": 7.75e-05,
"loss": 4.5827,
"step": 310
},
{
"epoch": 1.04,
"learning_rate": 8e-05,
"loss": 4.5738,
"step": 320
},
{
"epoch": 1.07,
"learning_rate": 8.25e-05,
"loss": 4.5119,
"step": 330
},
{
"epoch": 1.11,
"learning_rate": 8.5e-05,
"loss": 4.4241,
"step": 340
},
{
"epoch": 1.14,
"learning_rate": 8.75e-05,
"loss": 4.4606,
"step": 350
},
{
"epoch": 1.17,
"learning_rate": 8.999999999999999e-05,
"loss": 4.3099,
"step": 360
},
{
"epoch": 1.2,
"learning_rate": 9.25e-05,
"loss": 4.4264,
"step": 370
},
{
"epoch": 1.24,
"learning_rate": 9.5e-05,
"loss": 4.2987,
"step": 380
},
{
"epoch": 1.27,
"learning_rate": 9.750000000000001e-05,
"loss": 4.3585,
"step": 390
},
{
"epoch": 1.3,
"learning_rate": 0.0001,
"loss": 4.2855,
"step": 400
},
{
"epoch": 1.3,
"eval_bp": 1.0,
"eval_counts": [
21482,
12393,
7972,
5427
],
"eval_loss": 2.258103609085083,
"eval_precisions": [
30.616840545008838,
18.57993133536229,
12.606144942203388,
9.071761697006169
],
"eval_ref_len": 41379,
"eval_runtime": 225.927,
"eval_samples_per_second": 15.328,
"eval_score": 15.970540029112566,
"eval_steps_per_second": 15.328,
"eval_sys_len": 70164,
"eval_totals": [
70164,
66701,
63239,
59823
],
"step": 400
},
{
"epoch": 1.33,
"learning_rate": 0.0001025,
"loss": 4.2679,
"step": 410
},
{
"epoch": 1.37,
"learning_rate": 0.000105,
"loss": 4.1738,
"step": 420
},
{
"epoch": 1.4,
"learning_rate": 0.0001075,
"loss": 4.1978,
"step": 430
},
{
"epoch": 1.43,
"learning_rate": 0.00011,
"loss": 4.2151,
"step": 440
},
{
"epoch": 1.47,
"learning_rate": 0.00011250000000000001,
"loss": 4.139,
"step": 450
},
{
"epoch": 1.5,
"learning_rate": 0.000115,
"loss": 4.1825,
"step": 460
},
{
"epoch": 1.53,
"learning_rate": 0.0001175,
"loss": 4.1172,
"step": 470
},
{
"epoch": 1.56,
"learning_rate": 0.00012,
"loss": 4.2029,
"step": 480
},
{
"epoch": 1.6,
"learning_rate": 0.0001225,
"loss": 4.1657,
"step": 490
},
{
"epoch": 1.63,
"learning_rate": 0.000125,
"loss": 4.0543,
"step": 500
},
{
"epoch": 1.66,
"learning_rate": 0.0001275,
"loss": 4.0173,
"step": 510
},
{
"epoch": 1.69,
"learning_rate": 0.00013000000000000002,
"loss": 4.0702,
"step": 520
},
{
"epoch": 1.73,
"learning_rate": 0.00013250000000000002,
"loss": 4.0172,
"step": 530
},
{
"epoch": 1.76,
"learning_rate": 0.000135,
"loss": 3.998,
"step": 540
},
{
"epoch": 1.79,
"learning_rate": 0.0001375,
"loss": 4.0506,
"step": 550
},
{
"epoch": 1.82,
"learning_rate": 0.00014000000000000001,
"loss": 3.9215,
"step": 560
},
{
"epoch": 1.86,
"learning_rate": 0.0001425,
"loss": 3.986,
"step": 570
},
{
"epoch": 1.89,
"learning_rate": 0.000145,
"loss": 3.9276,
"step": 580
},
{
"epoch": 1.92,
"learning_rate": 0.0001475,
"loss": 3.8933,
"step": 590
},
{
"epoch": 1.95,
"learning_rate": 0.00015,
"loss": 3.9534,
"step": 600
},
{
"epoch": 1.95,
"eval_bp": 1.0,
"eval_counts": [
22456,
13442,
8970,
6310
],
"eval_loss": 2.0556671619415283,
"eval_precisions": [
34.72666821309828,
21.963334531551258,
15.534619514391604,
11.61485081083071
],
"eval_ref_len": 41379,
"eval_runtime": 214.8511,
"eval_samples_per_second": 16.118,
"eval_score": 19.2605601155173,
"eval_steps_per_second": 16.118,
"eval_sys_len": 64665,
"eval_totals": [
64665,
61202,
57742,
54327
],
"step": 600
},
{
"epoch": 1.99,
"learning_rate": 0.0001525,
"loss": 3.8561,
"step": 610
},
{
"epoch": 2.02,
"learning_rate": 0.000155,
"loss": 3.8084,
"step": 620
},
{
"epoch": 2.05,
"learning_rate": 0.0001575,
"loss": 3.8783,
"step": 630
},
{
"epoch": 2.08,
"learning_rate": 0.00016,
"loss": 3.8229,
"step": 640
},
{
"epoch": 2.12,
"learning_rate": 0.00016250000000000002,
"loss": 3.7835,
"step": 650
},
{
"epoch": 2.15,
"learning_rate": 0.000165,
"loss": 3.7847,
"step": 660
},
{
"epoch": 2.18,
"learning_rate": 0.0001675,
"loss": 3.8852,
"step": 670
},
{
"epoch": 2.21,
"learning_rate": 0.00017,
"loss": 3.7897,
"step": 680
},
{
"epoch": 2.25,
"learning_rate": 0.0001725,
"loss": 3.7977,
"step": 690
},
{
"epoch": 2.28,
"learning_rate": 0.000175,
"loss": 3.7706,
"step": 700
},
{
"epoch": 2.31,
"learning_rate": 0.0001775,
"loss": 3.7135,
"step": 710
},
{
"epoch": 2.34,
"learning_rate": 0.00017999999999999998,
"loss": 3.7296,
"step": 720
},
{
"epoch": 2.38,
"learning_rate": 0.0001825,
"loss": 3.7966,
"step": 730
},
{
"epoch": 2.41,
"learning_rate": 0.000185,
"loss": 3.6942,
"step": 740
},
{
"epoch": 2.44,
"learning_rate": 0.0001875,
"loss": 3.7341,
"step": 750
},
{
"epoch": 2.47,
"learning_rate": 0.00019,
"loss": 3.7491,
"step": 760
},
{
"epoch": 2.51,
"learning_rate": 0.00019250000000000002,
"loss": 3.6826,
"step": 770
},
{
"epoch": 2.54,
"learning_rate": 0.00019500000000000002,
"loss": 3.6763,
"step": 780
},
{
"epoch": 2.57,
"learning_rate": 0.0001975,
"loss": 3.5826,
"step": 790
},
{
"epoch": 2.6,
"learning_rate": 0.0002,
"loss": 3.6549,
"step": 800
},
{
"epoch": 2.6,
"eval_bp": 1.0,
"eval_counts": [
24601,
15366,
10549,
7581
],
"eval_loss": 1.962100863456726,
"eval_precisions": [
53.96731380936712,
36.479749299653385,
27.26614800072372,
21.474095685919043
],
"eval_ref_len": 41379,
"eval_runtime": 160.9582,
"eval_samples_per_second": 21.515,
"eval_score": 32.766520790805245,
"eval_steps_per_second": 21.515,
"eval_sys_len": 45585,
"eval_totals": [
45585,
42122,
38689,
35303
],
"step": 800
},
{
"epoch": 2.64,
"learning_rate": 0.00020250000000000002,
"loss": 3.75,
"step": 810
},
{
"epoch": 2.67,
"learning_rate": 0.000205,
"loss": 3.5627,
"step": 820
},
{
"epoch": 2.7,
"learning_rate": 0.0002075,
"loss": 3.6651,
"step": 830
},
{
"epoch": 2.73,
"learning_rate": 0.00021,
"loss": 3.6312,
"step": 840
},
{
"epoch": 2.77,
"learning_rate": 0.0002125,
"loss": 3.6042,
"step": 850
},
{
"epoch": 2.8,
"learning_rate": 0.000215,
"loss": 3.5747,
"step": 860
},
{
"epoch": 2.83,
"learning_rate": 0.0002175,
"loss": 3.5851,
"step": 870
},
{
"epoch": 2.86,
"learning_rate": 0.00022,
"loss": 3.5618,
"step": 880
},
{
"epoch": 2.9,
"learning_rate": 0.00022250000000000001,
"loss": 3.5375,
"step": 890
},
{
"epoch": 2.93,
"learning_rate": 0.00022500000000000002,
"loss": 3.5951,
"step": 900
},
{
"epoch": 2.96,
"learning_rate": 0.0002275,
"loss": 3.582,
"step": 910
},
{
"epoch": 3.0,
"learning_rate": 0.00023,
"loss": 3.5011,
"step": 920
},
{
"epoch": 3.03,
"learning_rate": 0.0002325,
"loss": 3.4628,
"step": 930
},
{
"epoch": 3.06,
"learning_rate": 0.000235,
"loss": 3.5,
"step": 940
},
{
"epoch": 3.09,
"learning_rate": 0.0002375,
"loss": 3.5281,
"step": 950
},
{
"epoch": 3.13,
"learning_rate": 0.00024,
"loss": 3.4292,
"step": 960
},
{
"epoch": 3.16,
"learning_rate": 0.00024249999999999999,
"loss": 3.5526,
"step": 970
},
{
"epoch": 3.19,
"learning_rate": 0.000245,
"loss": 3.4211,
"step": 980
},
{
"epoch": 3.22,
"learning_rate": 0.0002475,
"loss": 3.4732,
"step": 990
},
{
"epoch": 3.26,
"learning_rate": 0.00025,
"loss": 3.5164,
"step": 1000
},
{
"epoch": 3.26,
"eval_bp": 1.0,
"eval_counts": [
24977,
15865,
10957,
7898
],
"eval_loss": 1.8600678443908691,
"eval_precisions": [
52.542230262742706,
35.99627898534283,
26.975060932076122,
21.22547702230583
],
"eval_ref_len": 41379,
"eval_runtime": 165.696,
"eval_samples_per_second": 20.9,
"eval_score": 32.258673250001976,
"eval_steps_per_second": 20.9,
"eval_sys_len": 47537,
"eval_totals": [
47537,
44074,
40619,
37210
],
"step": 1000
},
{
"epoch": 3.29,
"learning_rate": 0.0002525,
"loss": 3.4451,
"step": 1010
},
{
"epoch": 3.32,
"learning_rate": 0.000255,
"loss": 3.4723,
"step": 1020
},
{
"epoch": 3.35,
"learning_rate": 0.0002575,
"loss": 3.4181,
"step": 1030
},
{
"epoch": 3.39,
"learning_rate": 0.00026000000000000003,
"loss": 3.432,
"step": 1040
},
{
"epoch": 3.42,
"learning_rate": 0.00026250000000000004,
"loss": 3.364,
"step": 1050
},
{
"epoch": 3.45,
"learning_rate": 0.00026500000000000004,
"loss": 3.3962,
"step": 1060
},
{
"epoch": 3.48,
"learning_rate": 0.0002675,
"loss": 3.4944,
"step": 1070
},
{
"epoch": 3.52,
"learning_rate": 0.00027,
"loss": 3.497,
"step": 1080
},
{
"epoch": 3.55,
"learning_rate": 0.0002725,
"loss": 3.4347,
"step": 1090
},
{
"epoch": 3.58,
"learning_rate": 0.000275,
"loss": 3.4106,
"step": 1100
},
{
"epoch": 3.61,
"learning_rate": 0.0002775,
"loss": 3.4384,
"step": 1110
},
{
"epoch": 3.65,
"learning_rate": 0.00028000000000000003,
"loss": 3.3933,
"step": 1120
},
{
"epoch": 3.68,
"learning_rate": 0.0002825,
"loss": 3.3448,
"step": 1130
},
{
"epoch": 3.71,
"learning_rate": 0.000285,
"loss": 3.3148,
"step": 1140
},
{
"epoch": 3.74,
"learning_rate": 0.0002875,
"loss": 3.2697,
"step": 1150
},
{
"epoch": 3.78,
"learning_rate": 0.00029,
"loss": 3.4034,
"step": 1160
},
{
"epoch": 3.81,
"learning_rate": 0.0002925,
"loss": 3.4009,
"step": 1170
},
{
"epoch": 3.84,
"learning_rate": 0.000295,
"loss": 3.3068,
"step": 1180
},
{
"epoch": 3.87,
"learning_rate": 0.00029749999999999997,
"loss": 3.4363,
"step": 1190
},
{
"epoch": 3.91,
"learning_rate": 0.0003,
"loss": 3.4333,
"step": 1200
},
{
"epoch": 3.91,
"eval_bp": 1.0,
"eval_counts": [
24869,
15901,
11072,
8028
],
"eval_loss": 1.7562536001205444,
"eval_precisions": [
47.29745150247242,
32.37371989331596,
24.24773334501336,
18.999834331290085
],
"eval_ref_len": 41379,
"eval_runtime": 214.2902,
"eval_samples_per_second": 16.16,
"eval_score": 28.980963954064624,
"eval_steps_per_second": 16.16,
"eval_sys_len": 52580,
"eval_totals": [
52580,
49117,
45662,
42253
],
"step": 1200
},
{
"epoch": 3.94,
"learning_rate": 0.0003025,
"loss": 3.3664,
"step": 1210
},
{
"epoch": 3.97,
"learning_rate": 0.000305,
"loss": 3.3555,
"step": 1220
},
{
"epoch": 4.0,
"learning_rate": 0.0003075,
"loss": 3.3637,
"step": 1230
},
{
"epoch": 4.04,
"learning_rate": 0.00031,
"loss": 3.2577,
"step": 1240
},
{
"epoch": 4.07,
"learning_rate": 0.0003125,
"loss": 3.2929,
"step": 1250
},
{
"epoch": 4.1,
"learning_rate": 0.000315,
"loss": 3.2327,
"step": 1260
},
{
"epoch": 4.13,
"learning_rate": 0.0003175,
"loss": 3.3175,
"step": 1270
},
{
"epoch": 4.17,
"learning_rate": 0.00032,
"loss": 3.2598,
"step": 1280
},
{
"epoch": 4.2,
"learning_rate": 0.00032250000000000003,
"loss": 3.2131,
"step": 1290
},
{
"epoch": 4.23,
"learning_rate": 0.00032500000000000004,
"loss": 3.2873,
"step": 1300
},
{
"epoch": 4.26,
"learning_rate": 0.00032750000000000005,
"loss": 3.2196,
"step": 1310
},
{
"epoch": 4.3,
"learning_rate": 0.00033,
"loss": 3.3356,
"step": 1320
},
{
"epoch": 4.33,
"learning_rate": 0.0003325,
"loss": 3.2612,
"step": 1330
},
{
"epoch": 4.36,
"learning_rate": 0.000335,
"loss": 3.1025,
"step": 1340
},
{
"epoch": 4.4,
"learning_rate": 0.0003375,
"loss": 3.2298,
"step": 1350
},
{
"epoch": 4.43,
"learning_rate": 0.00034,
"loss": 3.1861,
"step": 1360
},
{
"epoch": 4.46,
"learning_rate": 0.00034250000000000003,
"loss": 3.2453,
"step": 1370
},
{
"epoch": 4.49,
"learning_rate": 0.000345,
"loss": 3.2116,
"step": 1380
},
{
"epoch": 4.53,
"learning_rate": 0.0003475,
"loss": 3.2456,
"step": 1390
},
{
"epoch": 4.56,
"learning_rate": 0.00035,
"loss": 3.2148,
"step": 1400
},
{
"epoch": 4.56,
"eval_bp": 1.0,
"eval_counts": [
26323,
17238,
12161,
8884
],
"eval_loss": 1.7239768505096436,
"eval_precisions": [
59.99954412837345,
42.65881363062684,
32.90848081398495,
26.484617219174815
],
"eval_ref_len": 41379,
"eval_runtime": 129.8828,
"eval_samples_per_second": 26.662,
"eval_score": 38.646891207773166,
"eval_steps_per_second": 26.662,
"eval_sys_len": 43872,
"eval_totals": [
43872,
40409,
36954,
33544
],
"step": 1400
},
{
"epoch": 4.59,
"learning_rate": 0.0003525,
"loss": 3.2301,
"step": 1410
},
{
"epoch": 4.62,
"learning_rate": 0.000355,
"loss": 3.1593,
"step": 1420
},
{
"epoch": 4.66,
"learning_rate": 0.0003575,
"loss": 3.2608,
"step": 1430
},
{
"epoch": 4.69,
"learning_rate": 0.00035999999999999997,
"loss": 3.1374,
"step": 1440
},
{
"epoch": 4.72,
"learning_rate": 0.0003625,
"loss": 3.2217,
"step": 1450
},
{
"epoch": 4.75,
"learning_rate": 0.000365,
"loss": 3.2159,
"step": 1460
},
{
"epoch": 4.79,
"learning_rate": 0.0003675,
"loss": 3.2236,
"step": 1470
},
{
"epoch": 4.82,
"learning_rate": 0.00037,
"loss": 3.2447,
"step": 1480
},
{
"epoch": 4.85,
"learning_rate": 0.0003725,
"loss": 3.2312,
"step": 1490
},
{
"epoch": 4.88,
"learning_rate": 0.000375,
"loss": 3.2011,
"step": 1500
},
{
"epoch": 4.92,
"learning_rate": 0.0003775,
"loss": 3.2031,
"step": 1510
},
{
"epoch": 4.95,
"learning_rate": 0.00038,
"loss": 3.1596,
"step": 1520
},
{
"epoch": 4.98,
"learning_rate": 0.00038250000000000003,
"loss": 3.1573,
"step": 1530
},
{
"epoch": 5.01,
"learning_rate": 0.00038500000000000003,
"loss": 3.1637,
"step": 1540
},
{
"epoch": 5.05,
"learning_rate": 0.00038750000000000004,
"loss": 3.1586,
"step": 1550
},
{
"epoch": 5.08,
"learning_rate": 0.00039000000000000005,
"loss": 3.0617,
"step": 1560
},
{
"epoch": 5.11,
"learning_rate": 0.0003925,
"loss": 3.107,
"step": 1570
},
{
"epoch": 5.14,
"learning_rate": 0.000395,
"loss": 3.0754,
"step": 1580
},
{
"epoch": 5.18,
"learning_rate": 0.0003975,
"loss": 3.1476,
"step": 1590
},
{
"epoch": 5.21,
"learning_rate": 0.0004,
"loss": 3.1108,
"step": 1600
},
{
"epoch": 5.21,
"eval_bp": 1.0,
"eval_counts": [
26002,
17132,
12142,
8953
],
"eval_loss": 1.6534518003463745,
"eval_precisions": [
60.742401943607355,
43.54412362749085,
33.831150738367235,
27.56295794593929
],
"eval_ref_len": 41379,
"eval_runtime": 115.9758,
"eval_samples_per_second": 29.86,
"eval_score": 39.62926586495389,
"eval_steps_per_second": 29.86,
"eval_sys_len": 42807,
"eval_totals": [
42807,
39344,
35890,
32482
],
"step": 1600
},
{
"epoch": 5.24,
"learning_rate": 0.0004025,
"loss": 3.0389,
"step": 1610
},
{
"epoch": 5.27,
"learning_rate": 0.00040500000000000003,
"loss": 3.1482,
"step": 1620
},
{
"epoch": 5.31,
"learning_rate": 0.0004075,
"loss": 3.1614,
"step": 1630
},
{
"epoch": 5.34,
"learning_rate": 0.00041,
"loss": 3.103,
"step": 1640
},
{
"epoch": 5.37,
"learning_rate": 0.0004125,
"loss": 3.144,
"step": 1650
},
{
"epoch": 5.4,
"learning_rate": 0.000415,
"loss": 3.0297,
"step": 1660
},
{
"epoch": 5.44,
"learning_rate": 0.0004175,
"loss": 3.0478,
"step": 1670
},
{
"epoch": 5.47,
"learning_rate": 0.00042,
"loss": 3.1079,
"step": 1680
},
{
"epoch": 5.5,
"learning_rate": 0.00042249999999999997,
"loss": 3.0638,
"step": 1690
},
{
"epoch": 5.53,
"learning_rate": 0.000425,
"loss": 3.0575,
"step": 1700
},
{
"epoch": 5.57,
"learning_rate": 0.0004275,
"loss": 3.1212,
"step": 1710
},
{
"epoch": 5.6,
"learning_rate": 0.00043,
"loss": 3.1422,
"step": 1720
},
{
"epoch": 5.63,
"learning_rate": 0.0004325,
"loss": 3.015,
"step": 1730
},
{
"epoch": 5.66,
"learning_rate": 0.000435,
"loss": 3.0151,
"step": 1740
},
{
"epoch": 5.7,
"learning_rate": 0.0004375,
"loss": 2.9851,
"step": 1750
},
{
"epoch": 5.73,
"learning_rate": 0.00044,
"loss": 3.0168,
"step": 1760
},
{
"epoch": 5.76,
"learning_rate": 0.0004425,
"loss": 2.9517,
"step": 1770
},
{
"epoch": 5.79,
"learning_rate": 0.00044500000000000003,
"loss": 3.0005,
"step": 1780
},
{
"epoch": 5.83,
"learning_rate": 0.00044750000000000004,
"loss": 3.0775,
"step": 1790
},
{
"epoch": 5.86,
"learning_rate": 0.00045000000000000004,
"loss": 3.0713,
"step": 1800
},
{
"epoch": 5.86,
"eval_bp": 1.0,
"eval_counts": [
25470,
16777,
11904,
8755
],
"eval_loss": 1.617377758026123,
"eval_precisions": [
61.505397116708124,
44.2104985770001,
34.51135012901168,
28.164709667041983
],
"eval_ref_len": 41379,
"eval_runtime": 121.9732,
"eval_samples_per_second": 28.391,
"eval_score": 40.32055180650292,
"eval_steps_per_second": 28.391,
"eval_sys_len": 41411,
"eval_totals": [
41411,
37948,
34493,
31085
],
"step": 1800
},
{
"epoch": 5.89,
"learning_rate": 0.00045250000000000005,
"loss": 3.1174,
"step": 1810
},
{
"epoch": 5.93,
"learning_rate": 0.000455,
"loss": 2.9954,
"step": 1820
},
{
"epoch": 5.96,
"learning_rate": 0.0004575,
"loss": 3.0373,
"step": 1830
},
{
"epoch": 5.99,
"learning_rate": 0.00046,
"loss": 3.0608,
"step": 1840
},
{
"epoch": 6.02,
"learning_rate": 0.0004625,
"loss": 3.0306,
"step": 1850
},
{
"epoch": 6.06,
"learning_rate": 0.000465,
"loss": 2.9395,
"step": 1860
},
{
"epoch": 6.09,
"learning_rate": 0.00046750000000000003,
"loss": 3.0109,
"step": 1870
},
{
"epoch": 6.12,
"learning_rate": 0.00047,
"loss": 2.9562,
"step": 1880
},
{
"epoch": 6.15,
"learning_rate": 0.0004725,
"loss": 2.9876,
"step": 1890
},
{
"epoch": 6.19,
"learning_rate": 0.000475,
"loss": 2.9542,
"step": 1900
},
{
"epoch": 6.22,
"learning_rate": 0.0004775,
"loss": 2.8958,
"step": 1910
},
{
"epoch": 6.25,
"learning_rate": 0.00048,
"loss": 3.0231,
"step": 1920
},
{
"epoch": 6.28,
"learning_rate": 0.0004825,
"loss": 2.9398,
"step": 1930
},
{
"epoch": 6.32,
"learning_rate": 0.00048499999999999997,
"loss": 2.9273,
"step": 1940
},
{
"epoch": 6.35,
"learning_rate": 0.0004875,
"loss": 2.9431,
"step": 1950
},
{
"epoch": 6.38,
"learning_rate": 0.00049,
"loss": 2.976,
"step": 1960
},
{
"epoch": 6.41,
"learning_rate": 0.0004925,
"loss": 2.8617,
"step": 1970
},
{
"epoch": 6.45,
"learning_rate": 0.000495,
"loss": 2.9501,
"step": 1980
},
{
"epoch": 6.48,
"learning_rate": 0.0004975,
"loss": 2.9997,
"step": 1990
},
{
"epoch": 6.51,
"learning_rate": 0.0005,
"loss": 2.8715,
"step": 2000
},
{
"epoch": 6.51,
"eval_bp": 1.0,
"eval_counts": [
26989,
18197,
13091,
9738
],
"eval_loss": 1.6082161664962769,
"eval_precisions": [
62.49623711937015,
45.81088565530437,
36.09717090387691,
29.638422205989773
],
"eval_ref_len": 41379,
"eval_runtime": 116.2487,
"eval_samples_per_second": 29.79,
"eval_score": 41.834800362190585,
"eval_steps_per_second": 29.79,
"eval_sys_len": 43185,
"eval_totals": [
43185,
39722,
36266,
32856
],
"step": 2000
},
{
"epoch": 6.54,
"learning_rate": 0.0005024999999999999,
"loss": 2.9772,
"step": 2010
},
{
"epoch": 6.58,
"learning_rate": 0.000505,
"loss": 2.9945,
"step": 2020
},
{
"epoch": 6.61,
"learning_rate": 0.0005074999999999999,
"loss": 2.8798,
"step": 2030
},
{
"epoch": 6.64,
"learning_rate": 0.00051,
"loss": 2.9645,
"step": 2040
},
{
"epoch": 6.67,
"learning_rate": 0.0005124999999999999,
"loss": 2.8499,
"step": 2050
},
{
"epoch": 6.71,
"learning_rate": 0.000515,
"loss": 2.9474,
"step": 2060
},
{
"epoch": 6.74,
"learning_rate": 0.0005175,
"loss": 2.9326,
"step": 2070
},
{
"epoch": 6.77,
"learning_rate": 0.0005200000000000001,
"loss": 2.8708,
"step": 2080
},
{
"epoch": 6.8,
"learning_rate": 0.0005225,
"loss": 2.9616,
"step": 2090
},
{
"epoch": 6.84,
"learning_rate": 0.0005250000000000001,
"loss": 2.9599,
"step": 2100
},
{
"epoch": 6.87,
"learning_rate": 0.0005275,
"loss": 2.8761,
"step": 2110
},
{
"epoch": 6.9,
"learning_rate": 0.0005300000000000001,
"loss": 3.0114,
"step": 2120
},
{
"epoch": 6.93,
"learning_rate": 0.0005325,
"loss": 2.9201,
"step": 2130
},
{
"epoch": 6.97,
"learning_rate": 0.000535,
"loss": 2.9802,
"step": 2140
},
{
"epoch": 7.0,
"learning_rate": 0.0005375,
"loss": 2.9193,
"step": 2150
},
{
"epoch": 7.03,
"learning_rate": 0.00054,
"loss": 2.8004,
"step": 2160
},
{
"epoch": 7.06,
"learning_rate": 0.0005425,
"loss": 2.8722,
"step": 2170
},
{
"epoch": 7.1,
"learning_rate": 0.000545,
"loss": 2.8149,
"step": 2180
},
{
"epoch": 7.13,
"learning_rate": 0.0005475,
"loss": 2.9112,
"step": 2190
},
{
"epoch": 7.16,
"learning_rate": 0.00055,
"loss": 2.8271,
"step": 2200
},
{
"epoch": 7.16,
"eval_bp": 1.0,
"eval_counts": [
26323,
17758,
12855,
9588
],
"eval_loss": 1.547306776046753,
"eval_precisions": [
57.49011728219801,
41.9572819204234,
33.07177772060715,
27.03739213806328
],
"eval_ref_len": 41379,
"eval_runtime": 141.8578,
"eval_samples_per_second": 24.412,
"eval_score": 38.32266653815659,
"eval_steps_per_second": 24.412,
"eval_sys_len": 45787,
"eval_totals": [
45787,
42324,
38870,
35462
],
"step": 2200
},
{
"epoch": 7.19,
"learning_rate": 0.0005525,
"loss": 2.797,
"step": 2210
},
{
"epoch": 7.23,
"learning_rate": 0.000555,
"loss": 2.8883,
"step": 2220
},
{
"epoch": 7.26,
"learning_rate": 0.0005575,
"loss": 2.81,
"step": 2230
},
{
"epoch": 7.29,
"learning_rate": 0.0005600000000000001,
"loss": 2.8967,
"step": 2240
},
{
"epoch": 7.33,
"learning_rate": 0.0005625000000000001,
"loss": 2.8093,
"step": 2250
},
{
"epoch": 7.36,
"learning_rate": 0.000565,
"loss": 2.8463,
"step": 2260
},
{
"epoch": 7.39,
"learning_rate": 0.0005675,
"loss": 2.84,
"step": 2270
},
{
"epoch": 7.42,
"learning_rate": 0.00057,
"loss": 2.9007,
"step": 2280
},
{
"epoch": 7.46,
"learning_rate": 0.0005725,
"loss": 2.7673,
"step": 2290
},
{
"epoch": 7.49,
"learning_rate": 0.000575,
"loss": 2.8213,
"step": 2300
},
{
"epoch": 7.52,
"learning_rate": 0.0005775,
"loss": 2.8536,
"step": 2310
},
{
"epoch": 7.55,
"learning_rate": 0.00058,
"loss": 2.7698,
"step": 2320
},
{
"epoch": 7.59,
"learning_rate": 0.0005825,
"loss": 2.8104,
"step": 2330
},
{
"epoch": 7.62,
"learning_rate": 0.000585,
"loss": 2.8719,
"step": 2340
},
{
"epoch": 7.65,
"learning_rate": 0.0005875,
"loss": 2.8486,
"step": 2350
},
{
"epoch": 7.68,
"learning_rate": 0.00059,
"loss": 2.8941,
"step": 2360
},
{
"epoch": 7.72,
"learning_rate": 0.0005925,
"loss": 2.7646,
"step": 2370
},
{
"epoch": 7.75,
"learning_rate": 0.0005949999999999999,
"loss": 2.8403,
"step": 2380
},
{
"epoch": 7.78,
"learning_rate": 0.0005975,
"loss": 2.8481,
"step": 2390
},
{
"epoch": 7.81,
"learning_rate": 0.0006,
"loss": 2.8294,
"step": 2400
},
{
"epoch": 7.81,
"eval_bp": 0.9479912131785159,
"eval_counts": [
27654,
18964,
13797,
10304
],
"eval_loss": 1.5549582242965698,
"eval_precisions": [
70.40044805376645,
52.945446423585906,
42.60042609689073,
35.52858423556996
],
"eval_ref_len": 41379,
"eval_runtime": 69.016,
"eval_samples_per_second": 50.177,
"eval_score": 46.201202847952445,
"eval_steps_per_second": 50.177,
"eval_sys_len": 39281,
"eval_totals": [
39281,
35818,
32387,
29002
],
"step": 2400
},
{
"epoch": 7.85,
"learning_rate": 0.0006025000000000001,
"loss": 2.8759,
"step": 2410
},
{
"epoch": 7.88,
"learning_rate": 0.000605,
"loss": 2.7903,
"step": 2420
},
{
"epoch": 7.91,
"learning_rate": 0.0006075000000000001,
"loss": 2.8623,
"step": 2430
},
{
"epoch": 7.94,
"learning_rate": 0.00061,
"loss": 2.7207,
"step": 2440
},
{
"epoch": 7.98,
"learning_rate": 0.0006125000000000001,
"loss": 2.889,
"step": 2450
},
{
"epoch": 8.01,
"learning_rate": 0.000615,
"loss": 2.8509,
"step": 2460
},
{
"epoch": 8.04,
"learning_rate": 0.0006175000000000001,
"loss": 2.7259,
"step": 2470
},
{
"epoch": 8.07,
"learning_rate": 0.00062,
"loss": 2.7449,
"step": 2480
},
{
"epoch": 8.11,
"learning_rate": 0.0006225000000000001,
"loss": 2.8018,
"step": 2490
},
{
"epoch": 8.14,
"learning_rate": 0.000625,
"loss": 2.7617,
"step": 2500
},
{
"epoch": 8.17,
"learning_rate": 0.0006274999999999999,
"loss": 2.7699,
"step": 2510
},
{
"epoch": 8.2,
"learning_rate": 0.00063,
"loss": 2.6918,
"step": 2520
},
{
"epoch": 8.24,
"learning_rate": 0.0006324999999999999,
"loss": 2.75,
"step": 2530
},
{
"epoch": 8.27,
"learning_rate": 0.000635,
"loss": 2.7171,
"step": 2540
},
{
"epoch": 8.3,
"learning_rate": 0.0006374999999999999,
"loss": 2.8189,
"step": 2550
},
{
"epoch": 8.33,
"learning_rate": 0.00064,
"loss": 2.8228,
"step": 2560
},
{
"epoch": 8.37,
"learning_rate": 0.0006425,
"loss": 2.6978,
"step": 2570
},
{
"epoch": 8.4,
"learning_rate": 0.0006450000000000001,
"loss": 2.714,
"step": 2580
},
{
"epoch": 8.43,
"learning_rate": 0.0006475,
"loss": 2.6573,
"step": 2590
},
{
"epoch": 8.46,
"learning_rate": 0.0006500000000000001,
"loss": 2.7587,
"step": 2600
},
{
"epoch": 8.46,
"eval_bp": 1.0,
"eval_counts": [
26118,
17728,
12867,
9601
],
"eval_loss": 1.5125658512115479,
"eval_precisions": [
53.19239934013564,
38.84482229720847,
30.503532312360722,
24.765270326042096
],
"eval_ref_len": 41379,
"eval_runtime": 170.3639,
"eval_samples_per_second": 20.327,
"eval_score": 35.34630181468264,
"eval_steps_per_second": 20.327,
"eval_sys_len": 49101,
"eval_totals": [
49101,
45638,
42182,
38768
],
"step": 2600
},
{
"epoch": 8.5,
"learning_rate": 0.0006525,
"loss": 2.75,
"step": 2610
},
{
"epoch": 8.53,
"learning_rate": 0.0006550000000000001,
"loss": 2.7836,
"step": 2620
},
{
"epoch": 8.56,
"learning_rate": 0.0006575,
"loss": 2.7503,
"step": 2630
},
{
"epoch": 8.59,
"learning_rate": 0.00066,
"loss": 2.698,
"step": 2640
},
{
"epoch": 8.63,
"learning_rate": 0.0006625,
"loss": 2.7258,
"step": 2650
},
{
"epoch": 8.66,
"learning_rate": 0.000665,
"loss": 2.5896,
"step": 2660
},
{
"epoch": 8.69,
"learning_rate": 0.0006675,
"loss": 2.6823,
"step": 2670
},
{
"epoch": 8.72,
"learning_rate": 0.00067,
"loss": 2.7439,
"step": 2680
},
{
"epoch": 8.76,
"learning_rate": 0.0006725,
"loss": 2.7195,
"step": 2690
},
{
"epoch": 8.79,
"learning_rate": 0.000675,
"loss": 2.7273,
"step": 2700
},
{
"epoch": 8.82,
"learning_rate": 0.0006775,
"loss": 2.7541,
"step": 2710
},
{
"epoch": 8.86,
"learning_rate": 0.00068,
"loss": 2.7274,
"step": 2720
},
{
"epoch": 8.89,
"learning_rate": 0.0006825000000000001,
"loss": 2.7677,
"step": 2730
},
{
"epoch": 8.92,
"learning_rate": 0.0006850000000000001,
"loss": 2.6633,
"step": 2740
},
{
"epoch": 8.95,
"learning_rate": 0.0006875,
"loss": 2.7939,
"step": 2750
},
{
"epoch": 8.99,
"learning_rate": 0.00069,
"loss": 2.79,
"step": 2760
},
{
"epoch": 9.02,
"learning_rate": 0.0006925,
"loss": 2.7182,
"step": 2770
},
{
"epoch": 9.05,
"learning_rate": 0.000695,
"loss": 2.6684,
"step": 2780
},
{
"epoch": 9.08,
"learning_rate": 0.0006975,
"loss": 2.5166,
"step": 2790
},
{
"epoch": 9.12,
"learning_rate": 0.0007,
"loss": 2.6355,
"step": 2800
},
{
"epoch": 9.12,
"eval_bp": 1.0,
"eval_counts": [
27093,
18616,
13629,
10263
],
"eval_loss": 1.4999642372131348,
"eval_precisions": [
64.89341317365269,
48.62224776033641,
39.12893686658436,
32.66598765039149
],
"eval_ref_len": 41379,
"eval_runtime": 102.7522,
"eval_samples_per_second": 33.702,
"eval_score": 44.8133460943785,
"eval_steps_per_second": 33.702,
"eval_sys_len": 41750,
"eval_totals": [
41750,
38287,
34831,
31418
],
"step": 2800
},
{
"epoch": 9.15,
"learning_rate": 0.0007025,
"loss": 2.5984,
"step": 2810
},
{
"epoch": 9.18,
"learning_rate": 0.000705,
"loss": 2.6082,
"step": 2820
},
{
"epoch": 9.21,
"learning_rate": 0.0007075,
"loss": 2.5937,
"step": 2830
},
{
"epoch": 9.25,
"learning_rate": 0.00071,
"loss": 2.6601,
"step": 2840
},
{
"epoch": 9.28,
"learning_rate": 0.0007125,
"loss": 2.7424,
"step": 2850
},
{
"epoch": 9.31,
"learning_rate": 0.000715,
"loss": 2.6533,
"step": 2860
},
{
"epoch": 9.34,
"learning_rate": 0.0007175,
"loss": 2.6721,
"step": 2870
},
{
"epoch": 9.38,
"learning_rate": 0.0007199999999999999,
"loss": 2.6039,
"step": 2880
},
{
"epoch": 9.41,
"learning_rate": 0.0007225,
"loss": 2.714,
"step": 2890
},
{
"epoch": 9.44,
"learning_rate": 0.000725,
"loss": 2.6207,
"step": 2900
},
{
"epoch": 9.47,
"learning_rate": 0.0007275000000000001,
"loss": 2.6425,
"step": 2910
},
{
"epoch": 9.51,
"learning_rate": 0.00073,
"loss": 2.6648,
"step": 2920
},
{
"epoch": 9.54,
"learning_rate": 0.0007325000000000001,
"loss": 2.66,
"step": 2930
},
{
"epoch": 9.57,
"learning_rate": 0.000735,
"loss": 2.6729,
"step": 2940
},
{
"epoch": 9.6,
"learning_rate": 0.0007375000000000001,
"loss": 2.6945,
"step": 2950
},
{
"epoch": 9.64,
"learning_rate": 0.00074,
"loss": 2.7379,
"step": 2960
},
{
"epoch": 9.67,
"learning_rate": 0.0007425000000000001,
"loss": 2.6595,
"step": 2970
},
{
"epoch": 9.7,
"learning_rate": 0.000745,
"loss": 2.5923,
"step": 2980
},
{
"epoch": 9.73,
"learning_rate": 0.0007475000000000001,
"loss": 2.6219,
"step": 2990
},
{
"epoch": 9.77,
"learning_rate": 0.00075,
"loss": 2.6973,
"step": 3000
},
{
"epoch": 9.77,
"eval_bp": 1.0,
"eval_counts": [
26621,
18360,
13471,
10153
],
"eval_loss": 1.4800695180892944,
"eval_precisions": [
62.9993373722075,
47.328126208336556,
38.12151569176783,
31.803658689387294
],
"eval_ref_len": 41379,
"eval_runtime": 122.6573,
"eval_samples_per_second": 28.233,
"eval_score": 43.60393001478689,
"eval_steps_per_second": 28.233,
"eval_sys_len": 42256,
"eval_totals": [
42256,
38793,
35337,
31924
],
"step": 3000
},
{
"epoch": 9.8,
"learning_rate": 0.0007524999999999999,
"loss": 2.6431,
"step": 3010
},
{
"epoch": 9.83,
"learning_rate": 0.000755,
"loss": 2.7345,
"step": 3020
},
{
"epoch": 9.86,
"learning_rate": 0.0007574999999999999,
"loss": 2.659,
"step": 3030
},
{
"epoch": 9.9,
"learning_rate": 0.00076,
"loss": 2.6094,
"step": 3040
},
{
"epoch": 9.93,
"learning_rate": 0.0007624999999999999,
"loss": 2.6922,
"step": 3050
},
{
"epoch": 9.96,
"learning_rate": 0.0007650000000000001,
"loss": 2.5544,
"step": 3060
},
{
"epoch": 9.99,
"learning_rate": 0.0007675,
"loss": 2.6085,
"step": 3070
},
{
"epoch": 10.03,
"learning_rate": 0.0007700000000000001,
"loss": 2.6645,
"step": 3080
},
{
"epoch": 10.06,
"learning_rate": 0.0007725,
"loss": 2.5658,
"step": 3090
},
{
"epoch": 10.09,
"learning_rate": 0.0007750000000000001,
"loss": 2.471,
"step": 3100
},
{
"epoch": 10.12,
"learning_rate": 0.0007775,
"loss": 2.6254,
"step": 3110
},
{
"epoch": 10.16,
"learning_rate": 0.0007800000000000001,
"loss": 2.6021,
"step": 3120
},
{
"epoch": 10.19,
"learning_rate": 0.0007825,
"loss": 2.5589,
"step": 3130
},
{
"epoch": 10.22,
"learning_rate": 0.000785,
"loss": 2.6455,
"step": 3140
},
{
"epoch": 10.26,
"learning_rate": 0.0007875,
"loss": 2.5829,
"step": 3150
},
{
"epoch": 10.29,
"learning_rate": 0.00079,
"loss": 2.5544,
"step": 3160
},
{
"epoch": 10.32,
"learning_rate": 0.0007925,
"loss": 2.6645,
"step": 3170
},
{
"epoch": 10.35,
"learning_rate": 0.000795,
"loss": 2.5514,
"step": 3180
},
{
"epoch": 10.39,
"learning_rate": 0.0007975,
"loss": 2.6226,
"step": 3190
},
{
"epoch": 10.42,
"learning_rate": 0.0008,
"loss": 2.6525,
"step": 3200
},
{
"epoch": 10.42,
"eval_bp": 0.9967563932434949,
"eval_counts": [
27078,
18724,
13712,
10292
],
"eval_loss": 1.4687154293060303,
"eval_precisions": [
65.65159413262214,
49.55799057752369,
39.94639631766008,
33.29235944879343
],
"eval_ref_len": 41379,
"eval_runtime": 100.2708,
"eval_samples_per_second": 34.536,
"eval_score": 45.46051134991977,
"eval_steps_per_second": 34.536,
"eval_sys_len": 41245,
"eval_totals": [
41245,
37782,
34326,
30914
],
"step": 3200
},
{
"epoch": 10.45,
"learning_rate": 0.0008025,
"loss": 2.4619,
"step": 3210
},
{
"epoch": 10.48,
"learning_rate": 0.000805,
"loss": 2.591,
"step": 3220
},
{
"epoch": 10.52,
"learning_rate": 0.0008075000000000001,
"loss": 2.5628,
"step": 3230
},
{
"epoch": 10.55,
"learning_rate": 0.0008100000000000001,
"loss": 2.5603,
"step": 3240
},
{
"epoch": 10.58,
"learning_rate": 0.0008125000000000001,
"loss": 2.5817,
"step": 3250
},
{
"epoch": 10.61,
"learning_rate": 0.000815,
"loss": 2.5175,
"step": 3260
},
{
"epoch": 10.65,
"learning_rate": 0.0008175,
"loss": 2.703,
"step": 3270
},
{
"epoch": 10.68,
"learning_rate": 0.00082,
"loss": 2.5288,
"step": 3280
},
{
"epoch": 10.71,
"learning_rate": 0.0008225,
"loss": 2.5492,
"step": 3290
},
{
"epoch": 10.74,
"learning_rate": 0.000825,
"loss": 2.5673,
"step": 3300
},
{
"epoch": 10.78,
"learning_rate": 0.0008275,
"loss": 2.554,
"step": 3310
},
{
"epoch": 10.81,
"learning_rate": 0.00083,
"loss": 2.5119,
"step": 3320
},
{
"epoch": 10.84,
"learning_rate": 0.0008325,
"loss": 2.5016,
"step": 3330
},
{
"epoch": 10.87,
"learning_rate": 0.000835,
"loss": 2.4994,
"step": 3340
},
{
"epoch": 10.91,
"learning_rate": 0.0008375,
"loss": 2.5911,
"step": 3350
},
{
"epoch": 10.94,
"learning_rate": 0.00084,
"loss": 2.5726,
"step": 3360
},
{
"epoch": 10.97,
"learning_rate": 0.0008425,
"loss": 2.51,
"step": 3370
},
{
"epoch": 11.0,
"learning_rate": 0.0008449999999999999,
"loss": 2.5334,
"step": 3380
},
{
"epoch": 11.04,
"learning_rate": 0.0008475000000000001,
"loss": 2.4746,
"step": 3390
},
{
"epoch": 11.07,
"learning_rate": 0.00085,
"loss": 2.4877,
"step": 3400
},
{
"epoch": 11.07,
"eval_bp": 1.0,
"eval_counts": [
28177,
19707,
14557,
11007
],
"eval_loss": 1.4748998880386353,
"eval_precisions": [
66.65956943458718,
50.782075398768264,
41.14936680235188,
34.40870299165338
],
"eval_ref_len": 41379,
"eval_runtime": 101.4694,
"eval_samples_per_second": 34.129,
"eval_score": 46.7897906835126,
"eval_steps_per_second": 34.129,
"eval_sys_len": 42270,
"eval_totals": [
42270,
38807,
35376,
31989
],
"step": 3400
},
{
"epoch": 11.1,
"learning_rate": 0.0008525000000000001,
"loss": 2.4992,
"step": 3410
},
{
"epoch": 11.13,
"learning_rate": 0.000855,
"loss": 2.4663,
"step": 3420
},
{
"epoch": 11.17,
"learning_rate": 0.0008575000000000001,
"loss": 2.4946,
"step": 3430
},
{
"epoch": 11.2,
"learning_rate": 0.00086,
"loss": 2.3708,
"step": 3440
},
{
"epoch": 11.23,
"learning_rate": 0.0008625000000000001,
"loss": 2.4729,
"step": 3450
},
{
"epoch": 11.26,
"learning_rate": 0.000865,
"loss": 2.4967,
"step": 3460
},
{
"epoch": 11.3,
"learning_rate": 0.0008675000000000001,
"loss": 2.509,
"step": 3470
},
{
"epoch": 11.33,
"learning_rate": 0.00087,
"loss": 2.5677,
"step": 3480
},
{
"epoch": 11.36,
"learning_rate": 0.0008725000000000001,
"loss": 2.5343,
"step": 3490
},
{
"epoch": 11.39,
"learning_rate": 0.000875,
"loss": 2.5012,
"step": 3500
},
{
"epoch": 11.43,
"learning_rate": 0.0008774999999999999,
"loss": 2.4763,
"step": 3510
},
{
"epoch": 11.46,
"learning_rate": 0.00088,
"loss": 2.4803,
"step": 3520
},
{
"epoch": 11.49,
"learning_rate": 0.0008824999999999999,
"loss": 2.5076,
"step": 3530
},
{
"epoch": 11.52,
"learning_rate": 0.000885,
"loss": 2.5069,
"step": 3540
},
{
"epoch": 11.56,
"learning_rate": 0.0008874999999999999,
"loss": 2.583,
"step": 3550
},
{
"epoch": 11.59,
"learning_rate": 0.0008900000000000001,
"loss": 2.4486,
"step": 3560
},
{
"epoch": 11.62,
"learning_rate": 0.0008925,
"loss": 2.4851,
"step": 3570
},
{
"epoch": 11.65,
"learning_rate": 0.0008950000000000001,
"loss": 2.4667,
"step": 3580
},
{
"epoch": 11.69,
"learning_rate": 0.0008975,
"loss": 2.5137,
"step": 3590
},
{
"epoch": 11.72,
"learning_rate": 0.0009000000000000001,
"loss": 2.4139,
"step": 3600
},
{
"epoch": 11.72,
"eval_bp": 1.0,
"eval_counts": [
26811,
18539,
13636,
10289
],
"eval_loss": 1.4529476165771484,
"eval_precisions": [
64.42938504794175,
48.595019659239846,
39.303625987202395,
32.89322250639386
],
"eval_ref_len": 41379,
"eval_runtime": 110.5018,
"eval_samples_per_second": 31.339,
"eval_score": 44.8542601307095,
"eval_steps_per_second": 31.339,
"eval_sys_len": 41613,
"eval_totals": [
41613,
38150,
34694,
31280
],
"step": 3600
},
{
"epoch": 11.75,
"learning_rate": 0.0009025,
"loss": 2.5072,
"step": 3610
},
{
"epoch": 11.79,
"learning_rate": 0.0009050000000000001,
"loss": 2.5271,
"step": 3620
},
{
"epoch": 11.82,
"learning_rate": 0.0009075,
"loss": 2.5521,
"step": 3630
},
{
"epoch": 11.85,
"learning_rate": 0.00091,
"loss": 2.3746,
"step": 3640
},
{
"epoch": 11.88,
"learning_rate": 0.0009125,
"loss": 2.5233,
"step": 3650
},
{
"epoch": 11.92,
"learning_rate": 0.000915,
"loss": 2.4914,
"step": 3660
},
{
"epoch": 11.95,
"learning_rate": 0.0009175,
"loss": 2.5744,
"step": 3670
},
{
"epoch": 11.98,
"learning_rate": 0.00092,
"loss": 2.5242,
"step": 3680
},
{
"epoch": 12.01,
"learning_rate": 0.0009225,
"loss": 2.4918,
"step": 3690
},
{
"epoch": 12.05,
"learning_rate": 0.000925,
"loss": 2.4723,
"step": 3700
},
{
"epoch": 12.08,
"learning_rate": 0.0009275,
"loss": 2.3919,
"step": 3710
},
{
"epoch": 12.11,
"learning_rate": 0.00093,
"loss": 2.4419,
"step": 3720
},
{
"epoch": 12.14,
"learning_rate": 0.0009325000000000001,
"loss": 2.3503,
"step": 3730
},
{
"epoch": 12.18,
"learning_rate": 0.0009350000000000001,
"loss": 2.388,
"step": 3740
},
{
"epoch": 12.21,
"learning_rate": 0.0009375,
"loss": 2.4935,
"step": 3750
},
{
"epoch": 12.24,
"learning_rate": 0.00094,
"loss": 2.3981,
"step": 3760
},
{
"epoch": 12.27,
"learning_rate": 0.0009425,
"loss": 2.3666,
"step": 3770
},
{
"epoch": 12.31,
"learning_rate": 0.000945,
"loss": 2.4323,
"step": 3780
},
{
"epoch": 12.34,
"learning_rate": 0.0009475,
"loss": 2.4228,
"step": 3790
},
{
"epoch": 12.37,
"learning_rate": 0.00095,
"loss": 2.4972,
"step": 3800
},
{
"epoch": 12.37,
"eval_bp": 1.0,
"eval_counts": [
26521,
18238,
13350,
10018
],
"eval_loss": 1.4506553411483765,
"eval_precisions": [
58.50005514503143,
43.556553305311425,
34.72312534137904,
28.567354853427627
],
"eval_ref_len": 41379,
"eval_runtime": 144.0478,
"eval_samples_per_second": 24.041,
"eval_score": 39.87260907407475,
"eval_steps_per_second": 24.041,
"eval_sys_len": 45335,
"eval_totals": [
45335,
41872,
38447,
35068
],
"step": 3800
},
{
"epoch": 12.4,
"learning_rate": 0.0009525,
"loss": 2.4917,
"step": 3810
},
{
"epoch": 12.44,
"learning_rate": 0.000955,
"loss": 2.432,
"step": 3820
},
{
"epoch": 12.47,
"learning_rate": 0.0009575,
"loss": 2.4027,
"step": 3830
},
{
"epoch": 12.5,
"learning_rate": 0.00096,
"loss": 2.4329,
"step": 3840
},
{
"epoch": 12.53,
"learning_rate": 0.0009625,
"loss": 2.4021,
"step": 3850
},
{
"epoch": 12.57,
"learning_rate": 0.000965,
"loss": 2.5415,
"step": 3860
},
{
"epoch": 12.6,
"learning_rate": 0.0009675,
"loss": 2.3346,
"step": 3870
},
{
"epoch": 12.63,
"learning_rate": 0.0009699999999999999,
"loss": 2.4081,
"step": 3880
},
{
"epoch": 12.66,
"learning_rate": 0.0009725000000000001,
"loss": 2.419,
"step": 3890
},
{
"epoch": 12.7,
"learning_rate": 0.000975,
"loss": 2.4059,
"step": 3900
},
{
"epoch": 12.73,
"learning_rate": 0.0009775,
"loss": 2.3385,
"step": 3910
},
{
"epoch": 12.76,
"learning_rate": 0.00098,
"loss": 2.4485,
"step": 3920
},
{
"epoch": 12.79,
"learning_rate": 0.0009825,
"loss": 2.3762,
"step": 3930
},
{
"epoch": 12.83,
"learning_rate": 0.000985,
"loss": 2.4831,
"step": 3940
},
{
"epoch": 12.86,
"learning_rate": 0.0009875,
"loss": 2.4976,
"step": 3950
},
{
"epoch": 12.89,
"learning_rate": 0.00099,
"loss": 2.4762,
"step": 3960
},
{
"epoch": 12.92,
"learning_rate": 0.0009925000000000001,
"loss": 2.4236,
"step": 3970
},
{
"epoch": 12.96,
"learning_rate": 0.000995,
"loss": 2.4216,
"step": 3980
},
{
"epoch": 12.99,
"learning_rate": 0.0009975000000000001,
"loss": 2.3395,
"step": 3990
},
{
"epoch": 13.02,
"learning_rate": 0.001,
"loss": 2.3016,
"step": 4000
},
{
"epoch": 13.02,
"eval_bp": 0.9913107345232208,
"eval_counts": [
28315,
19934,
14780,
11227
],
"eval_loss": 1.4572792053222656,
"eval_precisions": [
69.02562102337826,
53.07524362319612,
43.30881706566648,
36.52244632400781
],
"eval_ref_len": 41379,
"eval_runtime": 79.9221,
"eval_samples_per_second": 43.33,
"eval_score": 48.63729731945582,
"eval_steps_per_second": 43.33,
"eval_sys_len": 41021,
"eval_totals": [
41021,
37558,
34127,
30740
],
"step": 4000
},
{
"epoch": 13.05,
"learning_rate": 0.001,
"loss": 2.4317,
"step": 4010
},
{
"epoch": 13.09,
"learning_rate": 0.001,
"loss": 2.3301,
"step": 4020
},
{
"epoch": 13.12,
"learning_rate": 0.001,
"loss": 2.3254,
"step": 4030
},
{
"epoch": 13.15,
"learning_rate": 0.001,
"loss": 2.3389,
"step": 4040
},
{
"epoch": 13.19,
"learning_rate": 0.001,
"loss": 2.4051,
"step": 4050
},
{
"epoch": 13.22,
"learning_rate": 0.001,
"loss": 2.3279,
"step": 4060
},
{
"epoch": 13.25,
"learning_rate": 0.001,
"loss": 2.3066,
"step": 4070
},
{
"epoch": 13.28,
"learning_rate": 0.001,
"loss": 2.3249,
"step": 4080
},
{
"epoch": 13.32,
"learning_rate": 0.001,
"loss": 2.3425,
"step": 4090
},
{
"epoch": 13.35,
"learning_rate": 0.001,
"loss": 2.2547,
"step": 4100
},
{
"epoch": 13.38,
"learning_rate": 0.001,
"loss": 2.3656,
"step": 4110
},
{
"epoch": 13.41,
"learning_rate": 0.001,
"loss": 2.4137,
"step": 4120
},
{
"epoch": 13.45,
"learning_rate": 0.001,
"loss": 2.3343,
"step": 4130
},
{
"epoch": 13.48,
"learning_rate": 0.001,
"loss": 2.3188,
"step": 4140
},
{
"epoch": 13.51,
"learning_rate": 0.001,
"loss": 2.4557,
"step": 4150
},
{
"epoch": 13.54,
"learning_rate": 0.001,
"loss": 2.2675,
"step": 4160
},
{
"epoch": 13.58,
"learning_rate": 0.001,
"loss": 2.3623,
"step": 4170
},
{
"epoch": 13.61,
"learning_rate": 0.001,
"loss": 2.396,
"step": 4180
},
{
"epoch": 13.64,
"learning_rate": 0.001,
"loss": 2.3394,
"step": 4190
},
{
"epoch": 13.67,
"learning_rate": 0.001,
"loss": 2.385,
"step": 4200
},
{
"epoch": 13.67,
"eval_bp": 0.9989119002923912,
"eval_counts": [
26679,
18540,
13665,
10316
],
"eval_loss": 1.4272891283035278,
"eval_precisions": [
64.54492669473073,
48.955665284782555,
39.701908829425605,
33.265615426784045
],
"eval_ref_len": 41379,
"eval_runtime": 99.3005,
"eval_samples_per_second": 34.874,
"eval_score": 45.14869395785754,
"eval_steps_per_second": 34.874,
"eval_sys_len": 41334,
"eval_totals": [
41334,
37871,
34419,
31011
],
"step": 4200
},
{
"epoch": 13.71,
"learning_rate": 0.001,
"loss": 2.2847,
"step": 4210
},
{
"epoch": 13.74,
"learning_rate": 0.001,
"loss": 2.3304,
"step": 4220
},
{
"epoch": 13.77,
"learning_rate": 0.001,
"loss": 2.3681,
"step": 4230
},
{
"epoch": 13.8,
"learning_rate": 0.001,
"loss": 2.3145,
"step": 4240
},
{
"epoch": 13.84,
"learning_rate": 0.001,
"loss": 2.3572,
"step": 4250
},
{
"epoch": 13.87,
"learning_rate": 0.001,
"loss": 2.3935,
"step": 4260
},
{
"epoch": 13.9,
"learning_rate": 0.001,
"loss": 2.2827,
"step": 4270
},
{
"epoch": 13.93,
"learning_rate": 0.001,
"loss": 2.3749,
"step": 4280
},
{
"epoch": 13.97,
"learning_rate": 0.001,
"loss": 2.3992,
"step": 4290
},
{
"epoch": 14.0,
"learning_rate": 0.001,
"loss": 2.398,
"step": 4300
},
{
"epoch": 14.03,
"learning_rate": 0.001,
"loss": 2.3011,
"step": 4310
},
{
"epoch": 14.06,
"learning_rate": 0.001,
"loss": 2.2635,
"step": 4320
},
{
"epoch": 14.1,
"learning_rate": 0.001,
"loss": 2.2014,
"step": 4330
},
{
"epoch": 14.13,
"learning_rate": 0.001,
"loss": 2.2523,
"step": 4340
},
{
"epoch": 14.16,
"learning_rate": 0.001,
"loss": 2.2941,
"step": 4350
},
{
"epoch": 14.19,
"learning_rate": 0.001,
"loss": 2.2856,
"step": 4360
},
{
"epoch": 14.23,
"learning_rate": 0.001,
"loss": 2.2582,
"step": 4370
},
{
"epoch": 14.26,
"learning_rate": 0.001,
"loss": 2.2663,
"step": 4380
},
{
"epoch": 14.29,
"learning_rate": 0.001,
"loss": 2.2206,
"step": 4390
},
{
"epoch": 14.32,
"learning_rate": 0.001,
"loss": 2.2694,
"step": 4400
},
{
"epoch": 14.32,
"eval_bp": 0.9634105401802233,
"eval_counts": [
27903,
19593,
14525,
11034
],
"eval_loss": 1.4508273601531982,
"eval_precisions": [
69.94635515892911,
53.78407312855143,
44.05119340066115,
37.32873236577692
],
"eval_ref_len": 41379,
"eval_runtime": 78.5863,
"eval_samples_per_second": 44.066,
"eval_score": 48.04700463705004,
"eval_steps_per_second": 44.066,
"eval_sys_len": 39892,
"eval_totals": [
39892,
36429,
32973,
29559
],
"step": 4400
},
{
"epoch": 14.36,
"learning_rate": 0.001,
"loss": 2.3494,
"step": 4410
},
{
"epoch": 14.39,
"learning_rate": 0.001,
"loss": 2.3291,
"step": 4420
},
{
"epoch": 14.42,
"learning_rate": 0.001,
"loss": 2.2417,
"step": 4430
},
{
"epoch": 14.45,
"learning_rate": 0.001,
"loss": 2.2454,
"step": 4440
},
{
"epoch": 14.49,
"learning_rate": 0.001,
"loss": 2.2897,
"step": 4450
},
{
"epoch": 14.52,
"learning_rate": 0.001,
"loss": 2.2596,
"step": 4460
},
{
"epoch": 14.55,
"learning_rate": 0.001,
"loss": 2.2098,
"step": 4470
},
{
"epoch": 14.58,
"learning_rate": 0.001,
"loss": 2.2473,
"step": 4480
},
{
"epoch": 14.62,
"learning_rate": 0.001,
"loss": 2.3361,
"step": 4490
},
{
"epoch": 14.65,
"learning_rate": 0.001,
"loss": 2.2572,
"step": 4500
},
{
"epoch": 14.68,
"learning_rate": 0.001,
"loss": 2.2152,
"step": 4510
},
{
"epoch": 14.72,
"learning_rate": 0.001,
"loss": 2.3067,
"step": 4520
},
{
"epoch": 14.75,
"learning_rate": 0.001,
"loss": 2.2733,
"step": 4530
},
{
"epoch": 14.78,
"learning_rate": 0.001,
"loss": 2.2986,
"step": 4540
},
{
"epoch": 14.81,
"learning_rate": 0.001,
"loss": 2.2666,
"step": 4550
},
{
"epoch": 14.85,
"learning_rate": 0.001,
"loss": 2.3507,
"step": 4560
},
{
"epoch": 14.88,
"learning_rate": 0.001,
"loss": 2.3074,
"step": 4570
},
{
"epoch": 14.91,
"learning_rate": 0.001,
"loss": 2.3392,
"step": 4580
},
{
"epoch": 14.94,
"learning_rate": 0.001,
"loss": 2.2536,
"step": 4590
},
{
"epoch": 14.98,
"learning_rate": 0.001,
"loss": 2.2633,
"step": 4600
},
{
"epoch": 14.98,
"eval_bp": 0.9646873396517708,
"eval_counts": [
27585,
19365,
14361,
10897
],
"eval_loss": 1.4220008850097656,
"eval_precisions": [
69.06091179931403,
53.08388157894737,
43.48523845571537,
36.79802789315503
],
"eval_ref_len": 41379,
"eval_runtime": 85.4344,
"eval_samples_per_second": 40.534,
"eval_score": 47.47630639176475,
"eval_steps_per_second": 40.534,
"eval_sys_len": 39943,
"eval_totals": [
39943,
36480,
33025,
29613
],
"step": 4600
}
],
"max_steps": 76750,
"num_train_epochs": 250,
"total_flos": 4.434135803203584e+16,
"trial_name": null,
"trial_params": null
}