| { |
| "best_metric": 82.34794908062236, |
| "best_model_checkpoint": "./iteboshi_temp/checkpoint-20000", |
| "epoch": 22.026431718061673, |
| "eval_steps": 1000, |
| "global_step": 20000, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.02753303964757709, |
| "grad_norm": 4.4749908447265625, |
| "learning_rate": 1.0000000000000002e-06, |
| "loss": 11.1891, |
| "step": 25 |
| }, |
| { |
| "epoch": 0.05506607929515418, |
| "grad_norm": 2.3296124935150146, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 10.3963, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.08259911894273128, |
| "grad_norm": 2.1847357749938965, |
| "learning_rate": 3e-06, |
| "loss": 8.5795, |
| "step": 75 |
| }, |
| { |
| "epoch": 0.11013215859030837, |
| "grad_norm": 1.6425435543060303, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 6.6137, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.13766519823788545, |
| "grad_norm": 2.1252479553222656, |
| "learning_rate": 5e-06, |
| "loss": 5.5477, |
| "step": 125 |
| }, |
| { |
| "epoch": 0.16519823788546256, |
| "grad_norm": 1.7178585529327393, |
| "learning_rate": 6e-06, |
| "loss": 4.6046, |
| "step": 150 |
| }, |
| { |
| "epoch": 0.19273127753303965, |
| "grad_norm": 1.5731301307678223, |
| "learning_rate": 7e-06, |
| "loss": 4.2698, |
| "step": 175 |
| }, |
| { |
| "epoch": 0.22026431718061673, |
| "grad_norm": 1.764426589012146, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 4.1151, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.24779735682819384, |
| "grad_norm": 1.4512161016464233, |
| "learning_rate": 9e-06, |
| "loss": 3.9763, |
| "step": 225 |
| }, |
| { |
| "epoch": 0.2753303964757709, |
| "grad_norm": 1.7636539936065674, |
| "learning_rate": 1e-05, |
| "loss": 3.8495, |
| "step": 250 |
| }, |
| { |
| "epoch": 0.30286343612334804, |
| "grad_norm": 1.829896092414856, |
| "learning_rate": 1.1000000000000001e-05, |
| "loss": 3.7063, |
| "step": 275 |
| }, |
| { |
| "epoch": 0.3303964757709251, |
| "grad_norm": 1.4855419397354126, |
| "learning_rate": 1.2e-05, |
| "loss": 3.6014, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.3579295154185022, |
| "grad_norm": 1.594559669494629, |
| "learning_rate": 1.3000000000000001e-05, |
| "loss": 3.4983, |
| "step": 325 |
| }, |
| { |
| "epoch": 0.3854625550660793, |
| "grad_norm": 1.5209401845932007, |
| "learning_rate": 1.4e-05, |
| "loss": 3.4202, |
| "step": 350 |
| }, |
| { |
| "epoch": 0.4129955947136564, |
| "grad_norm": 1.687501072883606, |
| "learning_rate": 1.5000000000000002e-05, |
| "loss": 3.3077, |
| "step": 375 |
| }, |
| { |
| "epoch": 0.44052863436123346, |
| "grad_norm": 1.868544101715088, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 3.1396, |
| "step": 400 |
| }, |
| { |
| "epoch": 0.46806167400881055, |
| "grad_norm": 1.5542718172073364, |
| "learning_rate": 1.7e-05, |
| "loss": 3.0484, |
| "step": 425 |
| }, |
| { |
| "epoch": 0.4955947136563877, |
| "grad_norm": 1.710310935974121, |
| "learning_rate": 1.8e-05, |
| "loss": 2.9423, |
| "step": 450 |
| }, |
| { |
| "epoch": 0.5231277533039648, |
| "grad_norm": 1.6189175844192505, |
| "learning_rate": 1.9e-05, |
| "loss": 2.7964, |
| "step": 475 |
| }, |
| { |
| "epoch": 0.5506607929515418, |
| "grad_norm": 1.4187376499176025, |
| "learning_rate": 2e-05, |
| "loss": 2.5943, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.5781938325991189, |
| "grad_norm": 1.8632656335830688, |
| "learning_rate": 1.9974358974358975e-05, |
| "loss": 2.4722, |
| "step": 525 |
| }, |
| { |
| "epoch": 0.6057268722466961, |
| "grad_norm": 1.6982722282409668, |
| "learning_rate": 1.994871794871795e-05, |
| "loss": 2.2914, |
| "step": 550 |
| }, |
| { |
| "epoch": 0.6332599118942731, |
| "grad_norm": 1.5999418497085571, |
| "learning_rate": 1.9923076923076926e-05, |
| "loss": 2.1696, |
| "step": 575 |
| }, |
| { |
| "epoch": 0.6607929515418502, |
| "grad_norm": 1.4150657653808594, |
| "learning_rate": 1.98974358974359e-05, |
| "loss": 2.0164, |
| "step": 600 |
| }, |
| { |
| "epoch": 0.6883259911894273, |
| "grad_norm": 1.7492330074310303, |
| "learning_rate": 1.9871794871794873e-05, |
| "loss": 1.9055, |
| "step": 625 |
| }, |
| { |
| "epoch": 0.7158590308370044, |
| "grad_norm": 2.138176679611206, |
| "learning_rate": 1.9846153846153847e-05, |
| "loss": 1.8614, |
| "step": 650 |
| }, |
| { |
| "epoch": 0.7433920704845814, |
| "grad_norm": 1.6388601064682007, |
| "learning_rate": 1.9820512820512824e-05, |
| "loss": 1.7373, |
| "step": 675 |
| }, |
| { |
| "epoch": 0.7709251101321586, |
| "grad_norm": 1.6186158657073975, |
| "learning_rate": 1.9794871794871798e-05, |
| "loss": 1.6638, |
| "step": 700 |
| }, |
| { |
| "epoch": 0.7984581497797357, |
| "grad_norm": 1.4821542501449585, |
| "learning_rate": 1.976923076923077e-05, |
| "loss": 1.6584, |
| "step": 725 |
| }, |
| { |
| "epoch": 0.8259911894273128, |
| "grad_norm": 1.8213533163070679, |
| "learning_rate": 1.9743589743589745e-05, |
| "loss": 1.6406, |
| "step": 750 |
| }, |
| { |
| "epoch": 0.8535242290748899, |
| "grad_norm": 1.768345832824707, |
| "learning_rate": 1.9717948717948722e-05, |
| "loss": 1.5021, |
| "step": 775 |
| }, |
| { |
| "epoch": 0.8810572687224669, |
| "grad_norm": 2.655186176300049, |
| "learning_rate": 1.9692307692307696e-05, |
| "loss": 1.498, |
| "step": 800 |
| }, |
| { |
| "epoch": 0.9085903083700441, |
| "grad_norm": 1.2734943628311157, |
| "learning_rate": 1.9666666666666666e-05, |
| "loss": 1.3656, |
| "step": 825 |
| }, |
| { |
| "epoch": 0.9361233480176211, |
| "grad_norm": 1.422397255897522, |
| "learning_rate": 1.9641025641025643e-05, |
| "loss": 1.3727, |
| "step": 850 |
| }, |
| { |
| "epoch": 0.9636563876651982, |
| "grad_norm": 1.976857304573059, |
| "learning_rate": 1.9615384615384617e-05, |
| "loss": 1.3799, |
| "step": 875 |
| }, |
| { |
| "epoch": 0.9911894273127754, |
| "grad_norm": 1.9809314012527466, |
| "learning_rate": 1.958974358974359e-05, |
| "loss": 1.3436, |
| "step": 900 |
| }, |
| { |
| "epoch": 1.0187224669603525, |
| "grad_norm": 1.2582379579544067, |
| "learning_rate": 1.9564102564102564e-05, |
| "loss": 1.2313, |
| "step": 925 |
| }, |
| { |
| "epoch": 1.0462555066079295, |
| "grad_norm": 1.376512885093689, |
| "learning_rate": 1.953846153846154e-05, |
| "loss": 1.1155, |
| "step": 950 |
| }, |
| { |
| "epoch": 1.0737885462555066, |
| "grad_norm": 1.6270042657852173, |
| "learning_rate": 1.9512820512820515e-05, |
| "loss": 1.1154, |
| "step": 975 |
| }, |
| { |
| "epoch": 1.1013215859030836, |
| "grad_norm": 1.1371513605117798, |
| "learning_rate": 1.9487179487179488e-05, |
| "loss": 1.0854, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.1013215859030836, |
| "eval_cer": 52.7088372519574, |
| "eval_loss": 1.2533994913101196, |
| "eval_runtime": 1797.2888, |
| "eval_samples_per_second": 5.887, |
| "eval_steps_per_second": 1.472, |
| "eval_wer": 97.56718528995756, |
| "step": 1000 |
| }, |
| { |
| "epoch": 1.1288546255506609, |
| "grad_norm": 1.21933913230896, |
| "learning_rate": 1.9461538461538462e-05, |
| "loss": 1.0609, |
| "step": 1025 |
| }, |
| { |
| "epoch": 1.1563876651982379, |
| "grad_norm": 1.4192328453063965, |
| "learning_rate": 1.943589743589744e-05, |
| "loss": 1.0849, |
| "step": 1050 |
| }, |
| { |
| "epoch": 1.183920704845815, |
| "grad_norm": 1.730343222618103, |
| "learning_rate": 1.9410256410256413e-05, |
| "loss": 1.0461, |
| "step": 1075 |
| }, |
| { |
| "epoch": 1.2114537444933922, |
| "grad_norm": 1.7515013217926025, |
| "learning_rate": 1.9384615384615386e-05, |
| "loss": 0.9945, |
| "step": 1100 |
| }, |
| { |
| "epoch": 1.2389867841409692, |
| "grad_norm": 2.047463893890381, |
| "learning_rate": 1.935897435897436e-05, |
| "loss": 1.0707, |
| "step": 1125 |
| }, |
| { |
| "epoch": 1.2665198237885462, |
| "grad_norm": 1.3279300928115845, |
| "learning_rate": 1.9333333333333333e-05, |
| "loss": 0.985, |
| "step": 1150 |
| }, |
| { |
| "epoch": 1.2940528634361232, |
| "grad_norm": 1.2352490425109863, |
| "learning_rate": 1.930769230769231e-05, |
| "loss": 0.9729, |
| "step": 1175 |
| }, |
| { |
| "epoch": 1.3215859030837005, |
| "grad_norm": 1.4669734239578247, |
| "learning_rate": 1.9282051282051284e-05, |
| "loss": 0.9921, |
| "step": 1200 |
| }, |
| { |
| "epoch": 1.3491189427312775, |
| "grad_norm": 1.233565092086792, |
| "learning_rate": 1.9256410256410258e-05, |
| "loss": 0.9546, |
| "step": 1225 |
| }, |
| { |
| "epoch": 1.3766519823788546, |
| "grad_norm": 1.4740595817565918, |
| "learning_rate": 1.923076923076923e-05, |
| "loss": 0.9798, |
| "step": 1250 |
| }, |
| { |
| "epoch": 1.4041850220264318, |
| "grad_norm": 1.0927783250808716, |
| "learning_rate": 1.920512820512821e-05, |
| "loss": 0.9465, |
| "step": 1275 |
| }, |
| { |
| "epoch": 1.4317180616740088, |
| "grad_norm": 1.5051064491271973, |
| "learning_rate": 1.9179487179487182e-05, |
| "loss": 0.9202, |
| "step": 1300 |
| }, |
| { |
| "epoch": 1.4592511013215859, |
| "grad_norm": 1.218206524848938, |
| "learning_rate": 1.9153846153846156e-05, |
| "loss": 0.9766, |
| "step": 1325 |
| }, |
| { |
| "epoch": 1.4867841409691631, |
| "grad_norm": 1.3299014568328857, |
| "learning_rate": 1.912820512820513e-05, |
| "loss": 0.9298, |
| "step": 1350 |
| }, |
| { |
| "epoch": 1.51431718061674, |
| "grad_norm": 2.0308456420898438, |
| "learning_rate": 1.9102564102564106e-05, |
| "loss": 0.9287, |
| "step": 1375 |
| }, |
| { |
| "epoch": 1.5418502202643172, |
| "grad_norm": 1.0478333234786987, |
| "learning_rate": 1.907692307692308e-05, |
| "loss": 0.9302, |
| "step": 1400 |
| }, |
| { |
| "epoch": 1.5693832599118944, |
| "grad_norm": 1.2070943117141724, |
| "learning_rate": 1.905128205128205e-05, |
| "loss": 0.9162, |
| "step": 1425 |
| }, |
| { |
| "epoch": 1.5969162995594712, |
| "grad_norm": 1.317423701286316, |
| "learning_rate": 1.9025641025641027e-05, |
| "loss": 0.9029, |
| "step": 1450 |
| }, |
| { |
| "epoch": 1.6244493392070485, |
| "grad_norm": 1.3458503484725952, |
| "learning_rate": 1.9e-05, |
| "loss": 0.8649, |
| "step": 1475 |
| }, |
| { |
| "epoch": 1.6519823788546255, |
| "grad_norm": 1.8415597677230835, |
| "learning_rate": 1.8974358974358975e-05, |
| "loss": 0.8413, |
| "step": 1500 |
| }, |
| { |
| "epoch": 1.6795154185022025, |
| "grad_norm": 1.2922658920288086, |
| "learning_rate": 1.894871794871795e-05, |
| "loss": 0.8506, |
| "step": 1525 |
| }, |
| { |
| "epoch": 1.7070484581497798, |
| "grad_norm": 1.3912965059280396, |
| "learning_rate": 1.8923076923076925e-05, |
| "loss": 0.8408, |
| "step": 1550 |
| }, |
| { |
| "epoch": 1.7345814977973568, |
| "grad_norm": 1.5371092557907104, |
| "learning_rate": 1.88974358974359e-05, |
| "loss": 0.8579, |
| "step": 1575 |
| }, |
| { |
| "epoch": 1.7621145374449338, |
| "grad_norm": 1.188888669013977, |
| "learning_rate": 1.8871794871794873e-05, |
| "loss": 0.8251, |
| "step": 1600 |
| }, |
| { |
| "epoch": 1.789647577092511, |
| "grad_norm": 1.2093167304992676, |
| "learning_rate": 1.8846153846153846e-05, |
| "loss": 0.8787, |
| "step": 1625 |
| }, |
| { |
| "epoch": 1.8171806167400881, |
| "grad_norm": 1.3911653757095337, |
| "learning_rate": 1.8820512820512823e-05, |
| "loss": 0.8652, |
| "step": 1650 |
| }, |
| { |
| "epoch": 1.8447136563876652, |
| "grad_norm": 1.707056999206543, |
| "learning_rate": 1.8794871794871797e-05, |
| "loss": 0.8693, |
| "step": 1675 |
| }, |
| { |
| "epoch": 1.8722466960352424, |
| "grad_norm": 1.1974895000457764, |
| "learning_rate": 1.876923076923077e-05, |
| "loss": 0.8092, |
| "step": 1700 |
| }, |
| { |
| "epoch": 1.8997797356828194, |
| "grad_norm": 1.9799768924713135, |
| "learning_rate": 1.8743589743589744e-05, |
| "loss": 0.8103, |
| "step": 1725 |
| }, |
| { |
| "epoch": 1.9273127753303965, |
| "grad_norm": 1.5621815919876099, |
| "learning_rate": 1.8717948717948718e-05, |
| "loss": 0.8212, |
| "step": 1750 |
| }, |
| { |
| "epoch": 1.9548458149779737, |
| "grad_norm": 1.3315322399139404, |
| "learning_rate": 1.8692307692307695e-05, |
| "loss": 0.813, |
| "step": 1775 |
| }, |
| { |
| "epoch": 1.9823788546255505, |
| "grad_norm": 0.9858968257904053, |
| "learning_rate": 1.866666666666667e-05, |
| "loss": 0.7959, |
| "step": 1800 |
| }, |
| { |
| "epoch": 2.0099118942731278, |
| "grad_norm": 1.0958722829818726, |
| "learning_rate": 1.8641025641025642e-05, |
| "loss": 0.7545, |
| "step": 1825 |
| }, |
| { |
| "epoch": 2.037444933920705, |
| "grad_norm": 1.0353975296020508, |
| "learning_rate": 1.8615384615384616e-05, |
| "loss": 0.5917, |
| "step": 1850 |
| }, |
| { |
| "epoch": 2.064977973568282, |
| "grad_norm": 2.9925360679626465, |
| "learning_rate": 1.8589743589743593e-05, |
| "loss": 0.5989, |
| "step": 1875 |
| }, |
| { |
| "epoch": 2.092511013215859, |
| "grad_norm": 1.3685253858566284, |
| "learning_rate": 1.8564102564102567e-05, |
| "loss": 0.605, |
| "step": 1900 |
| }, |
| { |
| "epoch": 2.1200440528634363, |
| "grad_norm": 1.0744121074676514, |
| "learning_rate": 1.853846153846154e-05, |
| "loss": 0.6191, |
| "step": 1925 |
| }, |
| { |
| "epoch": 2.147577092511013, |
| "grad_norm": 0.898098349571228, |
| "learning_rate": 1.8512820512820514e-05, |
| "loss": 0.5486, |
| "step": 1950 |
| }, |
| { |
| "epoch": 2.1751101321585904, |
| "grad_norm": 1.2373496294021606, |
| "learning_rate": 1.848717948717949e-05, |
| "loss": 0.5693, |
| "step": 1975 |
| }, |
| { |
| "epoch": 2.202643171806167, |
| "grad_norm": 1.3621195554733276, |
| "learning_rate": 1.8461538461538465e-05, |
| "loss": 0.5859, |
| "step": 2000 |
| }, |
| { |
| "epoch": 2.202643171806167, |
| "eval_cer": 48.10966033496498, |
| "eval_loss": 0.8996243476867676, |
| "eval_runtime": 1860.7163, |
| "eval_samples_per_second": 5.687, |
| "eval_steps_per_second": 1.422, |
| "eval_wer": 90.94766619519095, |
| "step": 2000 |
| }, |
| { |
| "epoch": 2.2301762114537445, |
| "grad_norm": 0.9919908046722412, |
| "learning_rate": 1.8435897435897435e-05, |
| "loss": 0.5958, |
| "step": 2025 |
| }, |
| { |
| "epoch": 2.2577092511013217, |
| "grad_norm": 1.0579532384872437, |
| "learning_rate": 1.8410256410256412e-05, |
| "loss": 0.5828, |
| "step": 2050 |
| }, |
| { |
| "epoch": 2.2852422907488985, |
| "grad_norm": 0.8056641221046448, |
| "learning_rate": 1.8384615384615386e-05, |
| "loss": 0.5666, |
| "step": 2075 |
| }, |
| { |
| "epoch": 2.3127753303964758, |
| "grad_norm": 1.1343415975570679, |
| "learning_rate": 1.835897435897436e-05, |
| "loss": 0.577, |
| "step": 2100 |
| }, |
| { |
| "epoch": 2.340308370044053, |
| "grad_norm": 1.04411780834198, |
| "learning_rate": 1.8333333333333333e-05, |
| "loss": 0.5307, |
| "step": 2125 |
| }, |
| { |
| "epoch": 2.36784140969163, |
| "grad_norm": 1.0452271699905396, |
| "learning_rate": 1.830769230769231e-05, |
| "loss": 0.5545, |
| "step": 2150 |
| }, |
| { |
| "epoch": 2.395374449339207, |
| "grad_norm": 0.927592396736145, |
| "learning_rate": 1.8282051282051284e-05, |
| "loss": 0.5551, |
| "step": 2175 |
| }, |
| { |
| "epoch": 2.4229074889867843, |
| "grad_norm": 1.7057969570159912, |
| "learning_rate": 1.8256410256410257e-05, |
| "loss": 0.5326, |
| "step": 2200 |
| }, |
| { |
| "epoch": 2.450440528634361, |
| "grad_norm": 1.4575523138046265, |
| "learning_rate": 1.823076923076923e-05, |
| "loss": 0.5308, |
| "step": 2225 |
| }, |
| { |
| "epoch": 2.4779735682819384, |
| "grad_norm": 1.0914602279663086, |
| "learning_rate": 1.8205128205128208e-05, |
| "loss": 0.5547, |
| "step": 2250 |
| }, |
| { |
| "epoch": 2.505506607929515, |
| "grad_norm": 0.990104079246521, |
| "learning_rate": 1.817948717948718e-05, |
| "loss": 0.6072, |
| "step": 2275 |
| }, |
| { |
| "epoch": 2.5330396475770924, |
| "grad_norm": 0.8314220905303955, |
| "learning_rate": 1.8153846153846155e-05, |
| "loss": 0.5671, |
| "step": 2300 |
| }, |
| { |
| "epoch": 2.5605726872246697, |
| "grad_norm": 0.9760991334915161, |
| "learning_rate": 1.812820512820513e-05, |
| "loss": 0.5421, |
| "step": 2325 |
| }, |
| { |
| "epoch": 2.5881057268722465, |
| "grad_norm": 1.0801244974136353, |
| "learning_rate": 1.8102564102564102e-05, |
| "loss": 0.5558, |
| "step": 2350 |
| }, |
| { |
| "epoch": 2.6156387665198237, |
| "grad_norm": 0.8499842286109924, |
| "learning_rate": 1.807692307692308e-05, |
| "loss": 0.56, |
| "step": 2375 |
| }, |
| { |
| "epoch": 2.643171806167401, |
| "grad_norm": 1.1915971040725708, |
| "learning_rate": 1.8051282051282053e-05, |
| "loss": 0.5198, |
| "step": 2400 |
| }, |
| { |
| "epoch": 2.670704845814978, |
| "grad_norm": 1.093216061592102, |
| "learning_rate": 1.8025641025641027e-05, |
| "loss": 0.5156, |
| "step": 2425 |
| }, |
| { |
| "epoch": 2.698237885462555, |
| "grad_norm": 1.1357547044754028, |
| "learning_rate": 1.8e-05, |
| "loss": 0.5755, |
| "step": 2450 |
| }, |
| { |
| "epoch": 2.7257709251101323, |
| "grad_norm": 0.963991641998291, |
| "learning_rate": 1.7974358974358977e-05, |
| "loss": 0.5219, |
| "step": 2475 |
| }, |
| { |
| "epoch": 2.753303964757709, |
| "grad_norm": 2.196319341659546, |
| "learning_rate": 1.794871794871795e-05, |
| "loss": 0.5858, |
| "step": 2500 |
| }, |
| { |
| "epoch": 2.7808370044052864, |
| "grad_norm": 1.075908899307251, |
| "learning_rate": 1.7923076923076925e-05, |
| "loss": 0.5284, |
| "step": 2525 |
| }, |
| { |
| "epoch": 2.8083700440528636, |
| "grad_norm": 1.052140712738037, |
| "learning_rate": 1.78974358974359e-05, |
| "loss": 0.4964, |
| "step": 2550 |
| }, |
| { |
| "epoch": 2.8359030837004404, |
| "grad_norm": 0.9454672336578369, |
| "learning_rate": 1.7871794871794875e-05, |
| "loss": 0.5225, |
| "step": 2575 |
| }, |
| { |
| "epoch": 2.8634361233480177, |
| "grad_norm": 0.8262547850608826, |
| "learning_rate": 1.784615384615385e-05, |
| "loss": 0.5573, |
| "step": 2600 |
| }, |
| { |
| "epoch": 2.890969162995595, |
| "grad_norm": 1.0611587762832642, |
| "learning_rate": 1.7820512820512823e-05, |
| "loss": 0.5183, |
| "step": 2625 |
| }, |
| { |
| "epoch": 2.9185022026431717, |
| "grad_norm": 0.7847844958305359, |
| "learning_rate": 1.7794871794871796e-05, |
| "loss": 0.5333, |
| "step": 2650 |
| }, |
| { |
| "epoch": 2.946035242290749, |
| "grad_norm": 0.746285617351532, |
| "learning_rate": 1.776923076923077e-05, |
| "loss": 0.5264, |
| "step": 2675 |
| }, |
| { |
| "epoch": 2.9735682819383262, |
| "grad_norm": 1.381616234779358, |
| "learning_rate": 1.7743589743589744e-05, |
| "loss": 0.5074, |
| "step": 2700 |
| }, |
| { |
| "epoch": 3.001101321585903, |
| "grad_norm": 0.6723135113716125, |
| "learning_rate": 1.7717948717948717e-05, |
| "loss": 0.5631, |
| "step": 2725 |
| }, |
| { |
| "epoch": 3.0286343612334803, |
| "grad_norm": 0.9439449906349182, |
| "learning_rate": 1.7692307692307694e-05, |
| "loss": 0.3836, |
| "step": 2750 |
| }, |
| { |
| "epoch": 3.056167400881057, |
| "grad_norm": 0.9093062281608582, |
| "learning_rate": 1.7666666666666668e-05, |
| "loss": 0.342, |
| "step": 2775 |
| }, |
| { |
| "epoch": 3.0837004405286343, |
| "grad_norm": 0.7883495092391968, |
| "learning_rate": 1.7641025641025642e-05, |
| "loss": 0.3678, |
| "step": 2800 |
| }, |
| { |
| "epoch": 3.1112334801762116, |
| "grad_norm": 0.5074595808982849, |
| "learning_rate": 1.7615384615384615e-05, |
| "loss": 0.3406, |
| "step": 2825 |
| }, |
| { |
| "epoch": 3.1387665198237884, |
| "grad_norm": 1.330426812171936, |
| "learning_rate": 1.7589743589743592e-05, |
| "loss": 0.3432, |
| "step": 2850 |
| }, |
| { |
| "epoch": 3.1662995594713657, |
| "grad_norm": 1.008254051208496, |
| "learning_rate": 1.7564102564102566e-05, |
| "loss": 0.3722, |
| "step": 2875 |
| }, |
| { |
| "epoch": 3.193832599118943, |
| "grad_norm": 1.0520501136779785, |
| "learning_rate": 1.753846153846154e-05, |
| "loss": 0.3719, |
| "step": 2900 |
| }, |
| { |
| "epoch": 3.2213656387665197, |
| "grad_norm": 0.7822287082672119, |
| "learning_rate": 1.7512820512820513e-05, |
| "loss": 0.3729, |
| "step": 2925 |
| }, |
| { |
| "epoch": 3.248898678414097, |
| "grad_norm": 1.1690279245376587, |
| "learning_rate": 1.7487179487179487e-05, |
| "loss": 0.3723, |
| "step": 2950 |
| }, |
| { |
| "epoch": 3.2764317180616738, |
| "grad_norm": 0.8030567765235901, |
| "learning_rate": 1.7461538461538464e-05, |
| "loss": 0.362, |
| "step": 2975 |
| }, |
| { |
| "epoch": 3.303964757709251, |
| "grad_norm": 0.7881470918655396, |
| "learning_rate": 1.7435897435897438e-05, |
| "loss": 0.3373, |
| "step": 3000 |
| }, |
| { |
| "epoch": 3.303964757709251, |
| "eval_cer": 29.99495603727947, |
| "eval_loss": 0.7765971422195435, |
| "eval_runtime": 1749.0783, |
| "eval_samples_per_second": 6.049, |
| "eval_steps_per_second": 1.513, |
| "eval_wer": 87.76991984912777, |
| "step": 3000 |
| }, |
| { |
| "epoch": 3.3314977973568283, |
| "grad_norm": 1.067468285560608, |
| "learning_rate": 1.741025641025641e-05, |
| "loss": 0.3583, |
| "step": 3025 |
| }, |
| { |
| "epoch": 3.359030837004405, |
| "grad_norm": 0.8070423603057861, |
| "learning_rate": 1.7384615384615385e-05, |
| "loss": 0.3962, |
| "step": 3050 |
| }, |
| { |
| "epoch": 3.3865638766519823, |
| "grad_norm": 0.9048041105270386, |
| "learning_rate": 1.7358974358974362e-05, |
| "loss": 0.3524, |
| "step": 3075 |
| }, |
| { |
| "epoch": 3.4140969162995596, |
| "grad_norm": 0.8543446063995361, |
| "learning_rate": 1.7333333333333336e-05, |
| "loss": 0.4073, |
| "step": 3100 |
| }, |
| { |
| "epoch": 3.4416299559471364, |
| "grad_norm": 0.9092735648155212, |
| "learning_rate": 1.730769230769231e-05, |
| "loss": 0.3792, |
| "step": 3125 |
| }, |
| { |
| "epoch": 3.4691629955947136, |
| "grad_norm": 0.8556696772575378, |
| "learning_rate": 1.7282051282051283e-05, |
| "loss": 0.3548, |
| "step": 3150 |
| }, |
| { |
| "epoch": 3.496696035242291, |
| "grad_norm": 0.8062282800674438, |
| "learning_rate": 1.725641025641026e-05, |
| "loss": 0.3695, |
| "step": 3175 |
| }, |
| { |
| "epoch": 3.5242290748898677, |
| "grad_norm": 0.8389378190040588, |
| "learning_rate": 1.7230769230769234e-05, |
| "loss": 0.3795, |
| "step": 3200 |
| }, |
| { |
| "epoch": 3.551762114537445, |
| "grad_norm": 0.866780698299408, |
| "learning_rate": 1.7205128205128207e-05, |
| "loss": 0.3535, |
| "step": 3225 |
| }, |
| { |
| "epoch": 3.579295154185022, |
| "grad_norm": 1.140093207359314, |
| "learning_rate": 1.717948717948718e-05, |
| "loss": 0.3453, |
| "step": 3250 |
| }, |
| { |
| "epoch": 3.606828193832599, |
| "grad_norm": 0.7346594929695129, |
| "learning_rate": 1.7153846153846155e-05, |
| "loss": 0.3768, |
| "step": 3275 |
| }, |
| { |
| "epoch": 3.6343612334801763, |
| "grad_norm": 0.9942306280136108, |
| "learning_rate": 1.7128205128205128e-05, |
| "loss": 0.3843, |
| "step": 3300 |
| }, |
| { |
| "epoch": 3.6618942731277535, |
| "grad_norm": 0.8022450804710388, |
| "learning_rate": 1.7102564102564102e-05, |
| "loss": 0.3319, |
| "step": 3325 |
| }, |
| { |
| "epoch": 3.6894273127753303, |
| "grad_norm": 0.7250021696090698, |
| "learning_rate": 1.707692307692308e-05, |
| "loss": 0.3664, |
| "step": 3350 |
| }, |
| { |
| "epoch": 3.7169603524229076, |
| "grad_norm": 0.8458446264266968, |
| "learning_rate": 1.7051282051282053e-05, |
| "loss": 0.32, |
| "step": 3375 |
| }, |
| { |
| "epoch": 3.744493392070485, |
| "grad_norm": 0.8499473333358765, |
| "learning_rate": 1.7025641025641026e-05, |
| "loss": 0.365, |
| "step": 3400 |
| }, |
| { |
| "epoch": 3.7720264317180616, |
| "grad_norm": 1.18294095993042, |
| "learning_rate": 1.7e-05, |
| "loss": 0.3453, |
| "step": 3425 |
| }, |
| { |
| "epoch": 3.799559471365639, |
| "grad_norm": 0.7673613429069519, |
| "learning_rate": 1.6974358974358977e-05, |
| "loss": 0.3406, |
| "step": 3450 |
| }, |
| { |
| "epoch": 3.827092511013216, |
| "grad_norm": 0.8733392953872681, |
| "learning_rate": 1.694871794871795e-05, |
| "loss": 0.3406, |
| "step": 3475 |
| }, |
| { |
| "epoch": 3.854625550660793, |
| "grad_norm": 0.9603780508041382, |
| "learning_rate": 1.6923076923076924e-05, |
| "loss": 0.4131, |
| "step": 3500 |
| }, |
| { |
| "epoch": 3.88215859030837, |
| "grad_norm": 1.0154445171356201, |
| "learning_rate": 1.6897435897435898e-05, |
| "loss": 0.3401, |
| "step": 3525 |
| }, |
| { |
| "epoch": 3.909691629955947, |
| "grad_norm": 0.7912996411323547, |
| "learning_rate": 1.687179487179487e-05, |
| "loss": 0.3621, |
| "step": 3550 |
| }, |
| { |
| "epoch": 3.9372246696035242, |
| "grad_norm": 0.7029661536216736, |
| "learning_rate": 1.684615384615385e-05, |
| "loss": 0.3848, |
| "step": 3575 |
| }, |
| { |
| "epoch": 3.964757709251101, |
| "grad_norm": 0.7775823473930359, |
| "learning_rate": 1.6820512820512822e-05, |
| "loss": 0.3753, |
| "step": 3600 |
| }, |
| { |
| "epoch": 3.9922907488986783, |
| "grad_norm": 0.8819046020507812, |
| "learning_rate": 1.6794871794871796e-05, |
| "loss": 0.373, |
| "step": 3625 |
| }, |
| { |
| "epoch": 4.0198237885462555, |
| "grad_norm": 0.6218374967575073, |
| "learning_rate": 1.676923076923077e-05, |
| "loss": 0.2521, |
| "step": 3650 |
| }, |
| { |
| "epoch": 4.047356828193832, |
| "grad_norm": 0.9981600642204285, |
| "learning_rate": 1.6743589743589747e-05, |
| "loss": 0.238, |
| "step": 3675 |
| }, |
| { |
| "epoch": 4.07488986784141, |
| "grad_norm": 0.6263682246208191, |
| "learning_rate": 1.671794871794872e-05, |
| "loss": 0.2172, |
| "step": 3700 |
| }, |
| { |
| "epoch": 4.102422907488987, |
| "grad_norm": 0.5469574332237244, |
| "learning_rate": 1.6692307692307694e-05, |
| "loss": 0.2553, |
| "step": 3725 |
| }, |
| { |
| "epoch": 4.129955947136564, |
| "grad_norm": 0.9186758399009705, |
| "learning_rate": 1.6666666666666667e-05, |
| "loss": 0.2413, |
| "step": 3750 |
| }, |
| { |
| "epoch": 4.157488986784141, |
| "grad_norm": 0.5088458061218262, |
| "learning_rate": 1.6641025641025645e-05, |
| "loss": 0.2303, |
| "step": 3775 |
| }, |
| { |
| "epoch": 4.185022026431718, |
| "grad_norm": 0.5243244767189026, |
| "learning_rate": 1.6615384615384618e-05, |
| "loss": 0.1918, |
| "step": 3800 |
| }, |
| { |
| "epoch": 4.212555066079295, |
| "grad_norm": 0.8335323333740234, |
| "learning_rate": 1.6589743589743592e-05, |
| "loss": 0.2309, |
| "step": 3825 |
| }, |
| { |
| "epoch": 4.240088105726873, |
| "grad_norm": 0.6145501136779785, |
| "learning_rate": 1.6564102564102565e-05, |
| "loss": 0.226, |
| "step": 3850 |
| }, |
| { |
| "epoch": 4.2676211453744495, |
| "grad_norm": 0.9030354022979736, |
| "learning_rate": 1.653846153846154e-05, |
| "loss": 0.2569, |
| "step": 3875 |
| }, |
| { |
| "epoch": 4.295154185022026, |
| "grad_norm": 0.6755716800689697, |
| "learning_rate": 1.6512820512820513e-05, |
| "loss": 0.2424, |
| "step": 3900 |
| }, |
| { |
| "epoch": 4.322687224669604, |
| "grad_norm": 1.1529523134231567, |
| "learning_rate": 1.6487179487179486e-05, |
| "loss": 0.2539, |
| "step": 3925 |
| }, |
| { |
| "epoch": 4.350220264317181, |
| "grad_norm": 0.689730167388916, |
| "learning_rate": 1.6461538461538463e-05, |
| "loss": 0.2366, |
| "step": 3950 |
| }, |
| { |
| "epoch": 4.377753303964758, |
| "grad_norm": 0.6913994550704956, |
| "learning_rate": 1.6435897435897437e-05, |
| "loss": 0.2667, |
| "step": 3975 |
| }, |
| { |
| "epoch": 4.405286343612334, |
| "grad_norm": 0.6518797278404236, |
| "learning_rate": 1.641025641025641e-05, |
| "loss": 0.2445, |
| "step": 4000 |
| }, |
| { |
| "epoch": 4.405286343612334, |
| "eval_cer": 28.12639712035583, |
| "eval_loss": 0.7661674618721008, |
| "eval_runtime": 1727.6269, |
| "eval_samples_per_second": 6.125, |
| "eval_steps_per_second": 1.532, |
| "eval_wer": 86.67609618104667, |
| "step": 4000 |
| }, |
| { |
| "epoch": 4.432819383259912, |
| "grad_norm": 0.7283459305763245, |
| "learning_rate": 1.6384615384615384e-05, |
| "loss": 0.262, |
| "step": 4025 |
| }, |
| { |
| "epoch": 4.460352422907489, |
| "grad_norm": 0.8054242134094238, |
| "learning_rate": 1.635897435897436e-05, |
| "loss": 0.2685, |
| "step": 4050 |
| }, |
| { |
| "epoch": 4.487885462555066, |
| "grad_norm": 0.7349271774291992, |
| "learning_rate": 1.6333333333333335e-05, |
| "loss": 0.2636, |
| "step": 4075 |
| }, |
| { |
| "epoch": 4.515418502202643, |
| "grad_norm": 0.7914747595787048, |
| "learning_rate": 1.630769230769231e-05, |
| "loss": 0.2241, |
| "step": 4100 |
| }, |
| { |
| "epoch": 4.54295154185022, |
| "grad_norm": 0.6789693832397461, |
| "learning_rate": 1.6282051282051282e-05, |
| "loss": 0.2491, |
| "step": 4125 |
| }, |
| { |
| "epoch": 4.570484581497797, |
| "grad_norm": 0.7700952887535095, |
| "learning_rate": 1.625641025641026e-05, |
| "loss": 0.2608, |
| "step": 4150 |
| }, |
| { |
| "epoch": 4.598017621145375, |
| "grad_norm": 0.6949133276939392, |
| "learning_rate": 1.6230769230769233e-05, |
| "loss": 0.2542, |
| "step": 4175 |
| }, |
| { |
| "epoch": 4.6255506607929515, |
| "grad_norm": 0.7408822774887085, |
| "learning_rate": 1.6205128205128207e-05, |
| "loss": 0.2427, |
| "step": 4200 |
| }, |
| { |
| "epoch": 4.653083700440528, |
| "grad_norm": 0.7268140912055969, |
| "learning_rate": 1.617948717948718e-05, |
| "loss": 0.2473, |
| "step": 4225 |
| }, |
| { |
| "epoch": 4.680616740088106, |
| "grad_norm": 1.2149430513381958, |
| "learning_rate": 1.6153846153846154e-05, |
| "loss": 0.2374, |
| "step": 4250 |
| }, |
| { |
| "epoch": 4.708149779735683, |
| "grad_norm": 0.8126139044761658, |
| "learning_rate": 1.612820512820513e-05, |
| "loss": 0.2428, |
| "step": 4275 |
| }, |
| { |
| "epoch": 4.73568281938326, |
| "grad_norm": 0.7101436257362366, |
| "learning_rate": 1.6102564102564105e-05, |
| "loss": 0.2475, |
| "step": 4300 |
| }, |
| { |
| "epoch": 4.763215859030837, |
| "grad_norm": 0.6345697641372681, |
| "learning_rate": 1.607692307692308e-05, |
| "loss": 0.2432, |
| "step": 4325 |
| }, |
| { |
| "epoch": 4.790748898678414, |
| "grad_norm": 0.781745195388794, |
| "learning_rate": 1.6051282051282052e-05, |
| "loss": 0.23, |
| "step": 4350 |
| }, |
| { |
| "epoch": 4.818281938325991, |
| "grad_norm": 1.2168214321136475, |
| "learning_rate": 1.602564102564103e-05, |
| "loss": 0.2563, |
| "step": 4375 |
| }, |
| { |
| "epoch": 4.845814977973569, |
| "grad_norm": 0.47594118118286133, |
| "learning_rate": 1.6000000000000003e-05, |
| "loss": 0.2294, |
| "step": 4400 |
| }, |
| { |
| "epoch": 4.8733480176211454, |
| "grad_norm": 0.4806981384754181, |
| "learning_rate": 1.5974358974358976e-05, |
| "loss": 0.2321, |
| "step": 4425 |
| }, |
| { |
| "epoch": 4.900881057268722, |
| "grad_norm": 0.7716917991638184, |
| "learning_rate": 1.594871794871795e-05, |
| "loss": 0.2394, |
| "step": 4450 |
| }, |
| { |
| "epoch": 4.9284140969163, |
| "grad_norm": 0.579592764377594, |
| "learning_rate": 1.5923076923076924e-05, |
| "loss": 0.2245, |
| "step": 4475 |
| }, |
| { |
| "epoch": 4.955947136563877, |
| "grad_norm": 0.5050383806228638, |
| "learning_rate": 1.5897435897435897e-05, |
| "loss": 0.2357, |
| "step": 4500 |
| }, |
| { |
| "epoch": 4.983480176211454, |
| "grad_norm": 1.2022616863250732, |
| "learning_rate": 1.587179487179487e-05, |
| "loss": 0.246, |
| "step": 4525 |
| }, |
| { |
| "epoch": 5.011013215859031, |
| "grad_norm": 0.6758959889411926, |
| "learning_rate": 1.5846153846153848e-05, |
| "loss": 0.1977, |
| "step": 4550 |
| }, |
| { |
| "epoch": 5.038546255506608, |
| "grad_norm": 0.3403749465942383, |
| "learning_rate": 1.582051282051282e-05, |
| "loss": 0.1768, |
| "step": 4575 |
| }, |
| { |
| "epoch": 5.066079295154185, |
| "grad_norm": 0.6206667423248291, |
| "learning_rate": 1.5794871794871795e-05, |
| "loss": 0.1403, |
| "step": 4600 |
| }, |
| { |
| "epoch": 5.093612334801762, |
| "grad_norm": 0.4241011440753937, |
| "learning_rate": 1.576923076923077e-05, |
| "loss": 0.1857, |
| "step": 4625 |
| }, |
| { |
| "epoch": 5.121145374449339, |
| "grad_norm": 0.5990819931030273, |
| "learning_rate": 1.5743589743589746e-05, |
| "loss": 0.1732, |
| "step": 4650 |
| }, |
| { |
| "epoch": 5.148678414096916, |
| "grad_norm": 0.36775925755500793, |
| "learning_rate": 1.571794871794872e-05, |
| "loss": 0.1679, |
| "step": 4675 |
| }, |
| { |
| "epoch": 5.176211453744493, |
| "grad_norm": 0.4457094669342041, |
| "learning_rate": 1.5692307692307693e-05, |
| "loss": 0.1422, |
| "step": 4700 |
| }, |
| { |
| "epoch": 5.203744493392071, |
| "grad_norm": 0.3794902563095093, |
| "learning_rate": 1.5666666666666667e-05, |
| "loss": 0.1602, |
| "step": 4725 |
| }, |
| { |
| "epoch": 5.2312775330396475, |
| "grad_norm": 0.9086684584617615, |
| "learning_rate": 1.5641025641025644e-05, |
| "loss": 0.1401, |
| "step": 4750 |
| }, |
| { |
| "epoch": 5.258810572687224, |
| "grad_norm": 0.6391773223876953, |
| "learning_rate": 1.5615384615384618e-05, |
| "loss": 0.2021, |
| "step": 4775 |
| }, |
| { |
| "epoch": 5.286343612334802, |
| "grad_norm": 0.36679503321647644, |
| "learning_rate": 1.558974358974359e-05, |
| "loss": 0.1486, |
| "step": 4800 |
| }, |
| { |
| "epoch": 5.313876651982379, |
| "grad_norm": 0.5840328335762024, |
| "learning_rate": 1.5564102564102565e-05, |
| "loss": 0.1356, |
| "step": 4825 |
| }, |
| { |
| "epoch": 5.341409691629956, |
| "grad_norm": 0.4502796232700348, |
| "learning_rate": 1.553846153846154e-05, |
| "loss": 0.1549, |
| "step": 4850 |
| }, |
| { |
| "epoch": 5.368942731277533, |
| "grad_norm": 0.5962740778923035, |
| "learning_rate": 1.5512820512820516e-05, |
| "loss": 0.1529, |
| "step": 4875 |
| }, |
| { |
| "epoch": 5.39647577092511, |
| "grad_norm": 0.695899486541748, |
| "learning_rate": 1.548717948717949e-05, |
| "loss": 0.1456, |
| "step": 4900 |
| }, |
| { |
| "epoch": 5.424008810572687, |
| "grad_norm": 0.5500043630599976, |
| "learning_rate": 1.5461538461538463e-05, |
| "loss": 0.1991, |
| "step": 4925 |
| }, |
| { |
| "epoch": 5.451541850220265, |
| "grad_norm": 0.4101676642894745, |
| "learning_rate": 1.5435897435897436e-05, |
| "loss": 0.1708, |
| "step": 4950 |
| }, |
| { |
| "epoch": 5.479074889867841, |
| "grad_norm": 0.5245118141174316, |
| "learning_rate": 1.5410256410256414e-05, |
| "loss": 0.1495, |
| "step": 4975 |
| }, |
| { |
| "epoch": 5.506607929515418, |
| "grad_norm": 0.9378005266189575, |
| "learning_rate": 1.5384615384615387e-05, |
| "loss": 0.1548, |
| "step": 5000 |
| }, |
| { |
| "epoch": 5.506607929515418, |
| "eval_cer": 27.874772161911203, |
| "eval_loss": 0.7709037661552429, |
| "eval_runtime": 1715.4949, |
| "eval_samples_per_second": 6.168, |
| "eval_steps_per_second": 1.542, |
| "eval_wer": 86.6006600660066, |
| "step": 5000 |
| }, |
| { |
| "epoch": 5.534140969162996, |
| "grad_norm": 0.5195850133895874, |
| "learning_rate": 1.535897435897436e-05, |
| "loss": 0.159, |
| "step": 5025 |
| }, |
| { |
| "epoch": 5.561674008810573, |
| "grad_norm": 0.5712270140647888, |
| "learning_rate": 1.5333333333333334e-05, |
| "loss": 0.184, |
| "step": 5050 |
| }, |
| { |
| "epoch": 5.5892070484581495, |
| "grad_norm": 0.5652280449867249, |
| "learning_rate": 1.5307692307692308e-05, |
| "loss": 0.1645, |
| "step": 5075 |
| }, |
| { |
| "epoch": 5.616740088105727, |
| "grad_norm": 0.6352373957633972, |
| "learning_rate": 1.5282051282051282e-05, |
| "loss": 0.1561, |
| "step": 5100 |
| }, |
| { |
| "epoch": 5.644273127753304, |
| "grad_norm": 0.9260919690132141, |
| "learning_rate": 1.5256410256410257e-05, |
| "loss": 0.1653, |
| "step": 5125 |
| }, |
| { |
| "epoch": 5.671806167400881, |
| "grad_norm": 0.5775518417358398, |
| "learning_rate": 1.523076923076923e-05, |
| "loss": 0.1767, |
| "step": 5150 |
| }, |
| { |
| "epoch": 5.6993392070484585, |
| "grad_norm": 0.4431408941745758, |
| "learning_rate": 1.5205128205128206e-05, |
| "loss": 0.1365, |
| "step": 5175 |
| }, |
| { |
| "epoch": 5.726872246696035, |
| "grad_norm": 0.4839853346347809, |
| "learning_rate": 1.517948717948718e-05, |
| "loss": 0.1932, |
| "step": 5200 |
| }, |
| { |
| "epoch": 5.754405286343612, |
| "grad_norm": 0.4924067258834839, |
| "learning_rate": 1.5153846153846155e-05, |
| "loss": 0.1506, |
| "step": 5225 |
| }, |
| { |
| "epoch": 5.78193832599119, |
| "grad_norm": 0.7064109444618225, |
| "learning_rate": 1.5128205128205129e-05, |
| "loss": 0.1899, |
| "step": 5250 |
| }, |
| { |
| "epoch": 5.809471365638767, |
| "grad_norm": 0.4375017285346985, |
| "learning_rate": 1.5102564102564104e-05, |
| "loss": 0.1629, |
| "step": 5275 |
| }, |
| { |
| "epoch": 5.8370044052863435, |
| "grad_norm": 0.7590004205703735, |
| "learning_rate": 1.5076923076923078e-05, |
| "loss": 0.1555, |
| "step": 5300 |
| }, |
| { |
| "epoch": 5.864537444933921, |
| "grad_norm": 0.704337477684021, |
| "learning_rate": 1.5051282051282053e-05, |
| "loss": 0.1603, |
| "step": 5325 |
| }, |
| { |
| "epoch": 5.892070484581498, |
| "grad_norm": 0.6816414594650269, |
| "learning_rate": 1.5025641025641027e-05, |
| "loss": 0.1753, |
| "step": 5350 |
| }, |
| { |
| "epoch": 5.919603524229075, |
| "grad_norm": 0.49803662300109863, |
| "learning_rate": 1.5000000000000002e-05, |
| "loss": 0.1517, |
| "step": 5375 |
| }, |
| { |
| "epoch": 5.9471365638766525, |
| "grad_norm": 1.4683668613433838, |
| "learning_rate": 1.4974358974358976e-05, |
| "loss": 0.1656, |
| "step": 5400 |
| }, |
| { |
| "epoch": 5.974669603524229, |
| "grad_norm": 0.5251373648643494, |
| "learning_rate": 1.494871794871795e-05, |
| "loss": 0.1454, |
| "step": 5425 |
| }, |
| { |
| "epoch": 6.002202643171806, |
| "grad_norm": 0.39470919966697693, |
| "learning_rate": 1.4923076923076925e-05, |
| "loss": 0.1317, |
| "step": 5450 |
| }, |
| { |
| "epoch": 6.029735682819383, |
| "grad_norm": 0.4022665321826935, |
| "learning_rate": 1.4897435897435898e-05, |
| "loss": 0.1069, |
| "step": 5475 |
| }, |
| { |
| "epoch": 6.057268722466961, |
| "grad_norm": 0.462735116481781, |
| "learning_rate": 1.4871794871794874e-05, |
| "loss": 0.0833, |
| "step": 5500 |
| }, |
| { |
| "epoch": 6.084801762114537, |
| "grad_norm": 0.5390641689300537, |
| "learning_rate": 1.4846153846153847e-05, |
| "loss": 0.1123, |
| "step": 5525 |
| }, |
| { |
| "epoch": 6.112334801762114, |
| "grad_norm": 0.34844598174095154, |
| "learning_rate": 1.4820512820512823e-05, |
| "loss": 0.1198, |
| "step": 5550 |
| }, |
| { |
| "epoch": 6.139867841409692, |
| "grad_norm": 0.3289618492126465, |
| "learning_rate": 1.4794871794871796e-05, |
| "loss": 0.1119, |
| "step": 5575 |
| }, |
| { |
| "epoch": 6.167400881057269, |
| "grad_norm": 0.5920740962028503, |
| "learning_rate": 1.4769230769230772e-05, |
| "loss": 0.1185, |
| "step": 5600 |
| }, |
| { |
| "epoch": 6.1949339207048455, |
| "grad_norm": 0.3685765862464905, |
| "learning_rate": 1.4743589743589745e-05, |
| "loss": 0.0869, |
| "step": 5625 |
| }, |
| { |
| "epoch": 6.222466960352423, |
| "grad_norm": 0.6981714367866516, |
| "learning_rate": 1.471794871794872e-05, |
| "loss": 0.1187, |
| "step": 5650 |
| }, |
| { |
| "epoch": 6.25, |
| "grad_norm": 0.5181892514228821, |
| "learning_rate": 1.4692307692307694e-05, |
| "loss": 0.1144, |
| "step": 5675 |
| }, |
| { |
| "epoch": 6.277533039647577, |
| "grad_norm": 0.5749639272689819, |
| "learning_rate": 1.4666666666666666e-05, |
| "loss": 0.082, |
| "step": 5700 |
| }, |
| { |
| "epoch": 6.3050660792951545, |
| "grad_norm": 0.34826797246932983, |
| "learning_rate": 1.4641025641025642e-05, |
| "loss": 0.1196, |
| "step": 5725 |
| }, |
| { |
| "epoch": 6.332599118942731, |
| "grad_norm": 0.4354853332042694, |
| "learning_rate": 1.4615384615384615e-05, |
| "loss": 0.0996, |
| "step": 5750 |
| }, |
| { |
| "epoch": 6.360132158590308, |
| "grad_norm": 0.4485156238079071, |
| "learning_rate": 1.458974358974359e-05, |
| "loss": 0.1012, |
| "step": 5775 |
| }, |
| { |
| "epoch": 6.387665198237886, |
| "grad_norm": 1.4070178270339966, |
| "learning_rate": 1.4564102564102564e-05, |
| "loss": 0.1116, |
| "step": 5800 |
| }, |
| { |
| "epoch": 6.415198237885463, |
| "grad_norm": 0.5709951519966125, |
| "learning_rate": 1.453846153846154e-05, |
| "loss": 0.0992, |
| "step": 5825 |
| }, |
| { |
| "epoch": 6.442731277533039, |
| "grad_norm": 0.7376241087913513, |
| "learning_rate": 1.4512820512820513e-05, |
| "loss": 0.1296, |
| "step": 5850 |
| }, |
| { |
| "epoch": 6.470264317180617, |
| "grad_norm": 0.5828295350074768, |
| "learning_rate": 1.4487179487179489e-05, |
| "loss": 0.1363, |
| "step": 5875 |
| }, |
| { |
| "epoch": 6.497797356828194, |
| "grad_norm": 0.44842031598091125, |
| "learning_rate": 1.4461538461538462e-05, |
| "loss": 0.1186, |
| "step": 5900 |
| }, |
| { |
| "epoch": 6.525330396475771, |
| "grad_norm": 0.5105710625648499, |
| "learning_rate": 1.4435897435897438e-05, |
| "loss": 0.1319, |
| "step": 5925 |
| }, |
| { |
| "epoch": 6.5528634361233475, |
| "grad_norm": 0.45816680788993835, |
| "learning_rate": 1.4410256410256411e-05, |
| "loss": 0.1169, |
| "step": 5950 |
| }, |
| { |
| "epoch": 6.580396475770925, |
| "grad_norm": 0.5432708859443665, |
| "learning_rate": 1.4384615384615387e-05, |
| "loss": 0.1163, |
| "step": 5975 |
| }, |
| { |
| "epoch": 6.607929515418502, |
| "grad_norm": 0.5402922034263611, |
| "learning_rate": 1.435897435897436e-05, |
| "loss": 0.1102, |
| "step": 6000 |
| }, |
| { |
| "epoch": 6.607929515418502, |
| "eval_cer": 26.293375213508654, |
| "eval_loss": 0.7888639569282532, |
| "eval_runtime": 1700.1004, |
| "eval_samples_per_second": 6.224, |
| "eval_steps_per_second": 1.556, |
| "eval_wer": 86.31777463460631, |
| "step": 6000 |
| }, |
| { |
| "epoch": 6.635462555066079, |
| "grad_norm": 0.8144319653511047, |
| "learning_rate": 1.4333333333333334e-05, |
| "loss": 0.0867, |
| "step": 6025 |
| }, |
| { |
| "epoch": 6.6629955947136565, |
| "grad_norm": 0.3316783607006073, |
| "learning_rate": 1.430769230769231e-05, |
| "loss": 0.1343, |
| "step": 6050 |
| }, |
| { |
| "epoch": 6.690528634361233, |
| "grad_norm": 0.6257611513137817, |
| "learning_rate": 1.4282051282051283e-05, |
| "loss": 0.141, |
| "step": 6075 |
| }, |
| { |
| "epoch": 6.71806167400881, |
| "grad_norm": 0.6132906079292297, |
| "learning_rate": 1.4256410256410258e-05, |
| "loss": 0.1405, |
| "step": 6100 |
| }, |
| { |
| "epoch": 6.745594713656388, |
| "grad_norm": 0.4126946032047272, |
| "learning_rate": 1.4230769230769232e-05, |
| "loss": 0.125, |
| "step": 6125 |
| }, |
| { |
| "epoch": 6.773127753303965, |
| "grad_norm": 0.5601705312728882, |
| "learning_rate": 1.4205128205128207e-05, |
| "loss": 0.109, |
| "step": 6150 |
| }, |
| { |
| "epoch": 6.8006607929515415, |
| "grad_norm": 0.51097571849823, |
| "learning_rate": 1.4179487179487181e-05, |
| "loss": 0.1227, |
| "step": 6175 |
| }, |
| { |
| "epoch": 6.828193832599119, |
| "grad_norm": 0.557555615901947, |
| "learning_rate": 1.4153846153846156e-05, |
| "loss": 0.1051, |
| "step": 6200 |
| }, |
| { |
| "epoch": 6.855726872246696, |
| "grad_norm": 0.602931797504425, |
| "learning_rate": 1.412820512820513e-05, |
| "loss": 0.1323, |
| "step": 6225 |
| }, |
| { |
| "epoch": 6.883259911894273, |
| "grad_norm": 0.4400341212749481, |
| "learning_rate": 1.4102564102564105e-05, |
| "loss": 0.1118, |
| "step": 6250 |
| }, |
| { |
| "epoch": 6.9107929515418505, |
| "grad_norm": 0.8456242084503174, |
| "learning_rate": 1.4076923076923079e-05, |
| "loss": 0.093, |
| "step": 6275 |
| }, |
| { |
| "epoch": 6.938325991189427, |
| "grad_norm": 0.34682753682136536, |
| "learning_rate": 1.405128205128205e-05, |
| "loss": 0.1108, |
| "step": 6300 |
| }, |
| { |
| "epoch": 6.965859030837004, |
| "grad_norm": 0.5863762497901917, |
| "learning_rate": 1.4025641025641026e-05, |
| "loss": 0.1206, |
| "step": 6325 |
| }, |
| { |
| "epoch": 6.993392070484582, |
| "grad_norm": 0.4746488332748413, |
| "learning_rate": 1.4e-05, |
| "loss": 0.1128, |
| "step": 6350 |
| }, |
| { |
| "epoch": 7.020925110132159, |
| "grad_norm": 0.19997574388980865, |
| "learning_rate": 1.3974358974358975e-05, |
| "loss": 0.0823, |
| "step": 6375 |
| }, |
| { |
| "epoch": 7.048458149779735, |
| "grad_norm": 0.44562461972236633, |
| "learning_rate": 1.3948717948717949e-05, |
| "loss": 0.0788, |
| "step": 6400 |
| }, |
| { |
| "epoch": 7.075991189427313, |
| "grad_norm": 1.034386396408081, |
| "learning_rate": 1.3923076923076924e-05, |
| "loss": 0.0651, |
| "step": 6425 |
| }, |
| { |
| "epoch": 7.10352422907489, |
| "grad_norm": 0.4024251103401184, |
| "learning_rate": 1.3897435897435898e-05, |
| "loss": 0.0603, |
| "step": 6450 |
| }, |
| { |
| "epoch": 7.131057268722467, |
| "grad_norm": 0.2884047329425812, |
| "learning_rate": 1.3871794871794873e-05, |
| "loss": 0.0759, |
| "step": 6475 |
| }, |
| { |
| "epoch": 7.158590308370044, |
| "grad_norm": 0.30277690291404724, |
| "learning_rate": 1.3846153846153847e-05, |
| "loss": 0.0789, |
| "step": 6500 |
| }, |
| { |
| "epoch": 7.186123348017621, |
| "grad_norm": 0.5528630614280701, |
| "learning_rate": 1.3820512820512822e-05, |
| "loss": 0.0687, |
| "step": 6525 |
| }, |
| { |
| "epoch": 7.213656387665198, |
| "grad_norm": 0.852532684803009, |
| "learning_rate": 1.3794871794871796e-05, |
| "loss": 0.0733, |
| "step": 6550 |
| }, |
| { |
| "epoch": 7.241189427312776, |
| "grad_norm": 0.5282613039016724, |
| "learning_rate": 1.3769230769230771e-05, |
| "loss": 0.0793, |
| "step": 6575 |
| }, |
| { |
| "epoch": 7.2687224669603525, |
| "grad_norm": 0.4679343104362488, |
| "learning_rate": 1.3743589743589745e-05, |
| "loss": 0.0734, |
| "step": 6600 |
| }, |
| { |
| "epoch": 7.296255506607929, |
| "grad_norm": 0.30845746397972107, |
| "learning_rate": 1.3717948717948718e-05, |
| "loss": 0.0871, |
| "step": 6625 |
| }, |
| { |
| "epoch": 7.323788546255507, |
| "grad_norm": 0.3263518810272217, |
| "learning_rate": 1.3692307692307694e-05, |
| "loss": 0.0774, |
| "step": 6650 |
| }, |
| { |
| "epoch": 7.351321585903084, |
| "grad_norm": 0.6020768284797668, |
| "learning_rate": 1.3666666666666667e-05, |
| "loss": 0.0869, |
| "step": 6675 |
| }, |
| { |
| "epoch": 7.378854625550661, |
| "grad_norm": 0.23268386721611023, |
| "learning_rate": 1.3641025641025643e-05, |
| "loss": 0.0673, |
| "step": 6700 |
| }, |
| { |
| "epoch": 7.406387665198238, |
| "grad_norm": 0.34103459119796753, |
| "learning_rate": 1.3615384615384616e-05, |
| "loss": 0.0621, |
| "step": 6725 |
| }, |
| { |
| "epoch": 7.433920704845815, |
| "grad_norm": 0.44131579995155334, |
| "learning_rate": 1.3589743589743592e-05, |
| "loss": 0.0752, |
| "step": 6750 |
| }, |
| { |
| "epoch": 7.461453744493392, |
| "grad_norm": 0.41322773694992065, |
| "learning_rate": 1.3564102564102565e-05, |
| "loss": 0.0879, |
| "step": 6775 |
| }, |
| { |
| "epoch": 7.48898678414097, |
| "grad_norm": 0.2960795760154724, |
| "learning_rate": 1.353846153846154e-05, |
| "loss": 0.0784, |
| "step": 6800 |
| }, |
| { |
| "epoch": 7.516519823788546, |
| "grad_norm": 0.3674839735031128, |
| "learning_rate": 1.3512820512820514e-05, |
| "loss": 0.0745, |
| "step": 6825 |
| }, |
| { |
| "epoch": 7.544052863436123, |
| "grad_norm": 0.16305261850357056, |
| "learning_rate": 1.348717948717949e-05, |
| "loss": 0.0794, |
| "step": 6850 |
| }, |
| { |
| "epoch": 7.5715859030837, |
| "grad_norm": 0.4451794922351837, |
| "learning_rate": 1.3461538461538463e-05, |
| "loss": 0.0631, |
| "step": 6875 |
| }, |
| { |
| "epoch": 7.599118942731278, |
| "grad_norm": 0.507660448551178, |
| "learning_rate": 1.3435897435897435e-05, |
| "loss": 0.0895, |
| "step": 6900 |
| }, |
| { |
| "epoch": 7.6266519823788546, |
| "grad_norm": 0.2863459587097168, |
| "learning_rate": 1.341025641025641e-05, |
| "loss": 0.0729, |
| "step": 6925 |
| }, |
| { |
| "epoch": 7.654185022026431, |
| "grad_norm": 0.5745854377746582, |
| "learning_rate": 1.3384615384615384e-05, |
| "loss": 0.0995, |
| "step": 6950 |
| }, |
| { |
| "epoch": 7.681718061674009, |
| "grad_norm": 0.42818760871887207, |
| "learning_rate": 1.335897435897436e-05, |
| "loss": 0.0932, |
| "step": 6975 |
| }, |
| { |
| "epoch": 7.709251101321586, |
| "grad_norm": 0.6487565636634827, |
| "learning_rate": 1.3333333333333333e-05, |
| "loss": 0.0682, |
| "step": 7000 |
| }, |
| { |
| "epoch": 7.709251101321586, |
| "eval_cer": 27.35776598305687, |
| "eval_loss": 0.7991169095039368, |
| "eval_runtime": 1721.4291, |
| "eval_samples_per_second": 6.147, |
| "eval_steps_per_second": 1.537, |
| "eval_wer": 84.45073078736445, |
| "step": 7000 |
| }, |
| { |
| "epoch": 7.736784140969163, |
| "grad_norm": 0.7766274809837341, |
| "learning_rate": 1.3307692307692309e-05, |
| "loss": 0.0903, |
| "step": 7025 |
| }, |
| { |
| "epoch": 7.76431718061674, |
| "grad_norm": 0.41921526193618774, |
| "learning_rate": 1.3282051282051282e-05, |
| "loss": 0.087, |
| "step": 7050 |
| }, |
| { |
| "epoch": 7.791850220264317, |
| "grad_norm": 0.5744315385818481, |
| "learning_rate": 1.3256410256410258e-05, |
| "loss": 0.0823, |
| "step": 7075 |
| }, |
| { |
| "epoch": 7.819383259911894, |
| "grad_norm": 0.7453629970550537, |
| "learning_rate": 1.3230769230769231e-05, |
| "loss": 0.0752, |
| "step": 7100 |
| }, |
| { |
| "epoch": 7.846916299559472, |
| "grad_norm": 0.4299808442592621, |
| "learning_rate": 1.3205128205128207e-05, |
| "loss": 0.0725, |
| "step": 7125 |
| }, |
| { |
| "epoch": 7.8744493392070485, |
| "grad_norm": 0.6843218207359314, |
| "learning_rate": 1.317948717948718e-05, |
| "loss": 0.0956, |
| "step": 7150 |
| }, |
| { |
| "epoch": 7.901982378854625, |
| "grad_norm": 0.7576065063476562, |
| "learning_rate": 1.3153846153846156e-05, |
| "loss": 0.0878, |
| "step": 7175 |
| }, |
| { |
| "epoch": 7.929515418502203, |
| "grad_norm": 0.5355419516563416, |
| "learning_rate": 1.312820512820513e-05, |
| "loss": 0.1018, |
| "step": 7200 |
| }, |
| { |
| "epoch": 7.95704845814978, |
| "grad_norm": 0.5288059711456299, |
| "learning_rate": 1.3102564102564103e-05, |
| "loss": 0.0858, |
| "step": 7225 |
| }, |
| { |
| "epoch": 7.984581497797357, |
| "grad_norm": 0.4639795124530792, |
| "learning_rate": 1.3076923076923078e-05, |
| "loss": 0.0867, |
| "step": 7250 |
| }, |
| { |
| "epoch": 8.012114537444933, |
| "grad_norm": 0.4118720591068268, |
| "learning_rate": 1.3051282051282052e-05, |
| "loss": 0.0966, |
| "step": 7275 |
| }, |
| { |
| "epoch": 8.039647577092511, |
| "grad_norm": 0.2552703320980072, |
| "learning_rate": 1.3025641025641027e-05, |
| "loss": 0.0644, |
| "step": 7300 |
| }, |
| { |
| "epoch": 8.067180616740089, |
| "grad_norm": 0.4209102690219879, |
| "learning_rate": 1.3000000000000001e-05, |
| "loss": 0.0534, |
| "step": 7325 |
| }, |
| { |
| "epoch": 8.094713656387665, |
| "grad_norm": 0.4842354655265808, |
| "learning_rate": 1.2974358974358976e-05, |
| "loss": 0.0567, |
| "step": 7350 |
| }, |
| { |
| "epoch": 8.122246696035242, |
| "grad_norm": 0.5336529612541199, |
| "learning_rate": 1.294871794871795e-05, |
| "loss": 0.0581, |
| "step": 7375 |
| }, |
| { |
| "epoch": 8.14977973568282, |
| "grad_norm": 0.3102397918701172, |
| "learning_rate": 1.2923076923076925e-05, |
| "loss": 0.0502, |
| "step": 7400 |
| }, |
| { |
| "epoch": 8.177312775330396, |
| "grad_norm": 0.29148268699645996, |
| "learning_rate": 1.2897435897435899e-05, |
| "loss": 0.0494, |
| "step": 7425 |
| }, |
| { |
| "epoch": 8.204845814977974, |
| "grad_norm": 0.11677376180887222, |
| "learning_rate": 1.2871794871794874e-05, |
| "loss": 0.0428, |
| "step": 7450 |
| }, |
| { |
| "epoch": 8.232378854625551, |
| "grad_norm": 0.5054081082344055, |
| "learning_rate": 1.2846153846153848e-05, |
| "loss": 0.0613, |
| "step": 7475 |
| }, |
| { |
| "epoch": 8.259911894273127, |
| "grad_norm": 0.16621895134449005, |
| "learning_rate": 1.2820512820512823e-05, |
| "loss": 0.0465, |
| "step": 7500 |
| }, |
| { |
| "epoch": 8.287444933920705, |
| "grad_norm": 0.6071426272392273, |
| "learning_rate": 1.2794871794871795e-05, |
| "loss": 0.0466, |
| "step": 7525 |
| }, |
| { |
| "epoch": 8.314977973568283, |
| "grad_norm": 0.4491996765136719, |
| "learning_rate": 1.2769230769230769e-05, |
| "loss": 0.0504, |
| "step": 7550 |
| }, |
| { |
| "epoch": 8.342511013215859, |
| "grad_norm": 0.5606942176818848, |
| "learning_rate": 1.2743589743589744e-05, |
| "loss": 0.0493, |
| "step": 7575 |
| }, |
| { |
| "epoch": 8.370044052863436, |
| "grad_norm": 0.6338093280792236, |
| "learning_rate": 1.2717948717948718e-05, |
| "loss": 0.0437, |
| "step": 7600 |
| }, |
| { |
| "epoch": 8.397577092511014, |
| "grad_norm": 0.50752192735672, |
| "learning_rate": 1.2692307692307693e-05, |
| "loss": 0.0558, |
| "step": 7625 |
| }, |
| { |
| "epoch": 8.42511013215859, |
| "grad_norm": 0.16351301968097687, |
| "learning_rate": 1.2666666666666667e-05, |
| "loss": 0.0479, |
| "step": 7650 |
| }, |
| { |
| "epoch": 8.452643171806168, |
| "grad_norm": 0.392193078994751, |
| "learning_rate": 1.2641025641025642e-05, |
| "loss": 0.0542, |
| "step": 7675 |
| }, |
| { |
| "epoch": 8.480176211453745, |
| "grad_norm": 0.23874300718307495, |
| "learning_rate": 1.2615384615384616e-05, |
| "loss": 0.0516, |
| "step": 7700 |
| }, |
| { |
| "epoch": 8.507709251101321, |
| "grad_norm": 0.31626826524734497, |
| "learning_rate": 1.2589743589743591e-05, |
| "loss": 0.0486, |
| "step": 7725 |
| }, |
| { |
| "epoch": 8.535242290748899, |
| "grad_norm": 0.5571256875991821, |
| "learning_rate": 1.2564102564102565e-05, |
| "loss": 0.0665, |
| "step": 7750 |
| }, |
| { |
| "epoch": 8.562775330396477, |
| "grad_norm": 0.3961975872516632, |
| "learning_rate": 1.253846153846154e-05, |
| "loss": 0.0587, |
| "step": 7775 |
| }, |
| { |
| "epoch": 8.590308370044053, |
| "grad_norm": 0.33032137155532837, |
| "learning_rate": 1.2512820512820514e-05, |
| "loss": 0.0631, |
| "step": 7800 |
| }, |
| { |
| "epoch": 8.61784140969163, |
| "grad_norm": 0.1791045367717743, |
| "learning_rate": 1.2487179487179487e-05, |
| "loss": 0.0669, |
| "step": 7825 |
| }, |
| { |
| "epoch": 8.645374449339208, |
| "grad_norm": 0.3944324851036072, |
| "learning_rate": 1.2461538461538463e-05, |
| "loss": 0.0439, |
| "step": 7850 |
| }, |
| { |
| "epoch": 8.672907488986784, |
| "grad_norm": 0.13560180366039276, |
| "learning_rate": 1.2435897435897436e-05, |
| "loss": 0.0403, |
| "step": 7875 |
| }, |
| { |
| "epoch": 8.700440528634362, |
| "grad_norm": 0.4744511842727661, |
| "learning_rate": 1.2410256410256412e-05, |
| "loss": 0.0595, |
| "step": 7900 |
| }, |
| { |
| "epoch": 8.72797356828194, |
| "grad_norm": 0.5268675684928894, |
| "learning_rate": 1.2384615384615385e-05, |
| "loss": 0.0568, |
| "step": 7925 |
| }, |
| { |
| "epoch": 8.755506607929515, |
| "grad_norm": 0.33561986684799194, |
| "learning_rate": 1.235897435897436e-05, |
| "loss": 0.057, |
| "step": 7950 |
| }, |
| { |
| "epoch": 8.783039647577093, |
| "grad_norm": 0.23346789181232452, |
| "learning_rate": 1.2333333333333334e-05, |
| "loss": 0.05, |
| "step": 7975 |
| }, |
| { |
| "epoch": 8.810572687224669, |
| "grad_norm": 0.5446615815162659, |
| "learning_rate": 1.230769230769231e-05, |
| "loss": 0.0647, |
| "step": 8000 |
| }, |
| { |
| "epoch": 8.810572687224669, |
| "eval_cer": 25.62619650820217, |
| "eval_loss": 0.8131716847419739, |
| "eval_runtime": 1709.9866, |
| "eval_samples_per_second": 6.188, |
| "eval_steps_per_second": 1.547, |
| "eval_wer": 84.64875058934464, |
| "step": 8000 |
| }, |
| { |
| "epoch": 8.838105726872246, |
| "grad_norm": 0.37270498275756836, |
| "learning_rate": 1.2282051282051283e-05, |
| "loss": 0.0486, |
| "step": 8025 |
| }, |
| { |
| "epoch": 8.865638766519824, |
| "grad_norm": 0.4193556308746338, |
| "learning_rate": 1.2256410256410259e-05, |
| "loss": 0.0544, |
| "step": 8050 |
| }, |
| { |
| "epoch": 8.8931718061674, |
| "grad_norm": 0.4220805764198303, |
| "learning_rate": 1.2230769230769232e-05, |
| "loss": 0.0555, |
| "step": 8075 |
| }, |
| { |
| "epoch": 8.920704845814978, |
| "grad_norm": 0.12924405932426453, |
| "learning_rate": 1.2205128205128208e-05, |
| "loss": 0.0654, |
| "step": 8100 |
| }, |
| { |
| "epoch": 8.948237885462555, |
| "grad_norm": 0.2983054518699646, |
| "learning_rate": 1.217948717948718e-05, |
| "loss": 0.0481, |
| "step": 8125 |
| }, |
| { |
| "epoch": 8.975770925110131, |
| "grad_norm": 0.5196457505226135, |
| "learning_rate": 1.2153846153846153e-05, |
| "loss": 0.0455, |
| "step": 8150 |
| }, |
| { |
| "epoch": 9.003303964757709, |
| "grad_norm": 0.1929197460412979, |
| "learning_rate": 1.2128205128205129e-05, |
| "loss": 0.0587, |
| "step": 8175 |
| }, |
| { |
| "epoch": 9.030837004405287, |
| "grad_norm": 0.6114550828933716, |
| "learning_rate": 1.2102564102564102e-05, |
| "loss": 0.0375, |
| "step": 8200 |
| }, |
| { |
| "epoch": 9.058370044052863, |
| "grad_norm": 0.3071931004524231, |
| "learning_rate": 1.2076923076923078e-05, |
| "loss": 0.032, |
| "step": 8225 |
| }, |
| { |
| "epoch": 9.08590308370044, |
| "grad_norm": 0.3815561532974243, |
| "learning_rate": 1.2051282051282051e-05, |
| "loss": 0.0297, |
| "step": 8250 |
| }, |
| { |
| "epoch": 9.113436123348018, |
| "grad_norm": 0.3786160349845886, |
| "learning_rate": 1.2025641025641027e-05, |
| "loss": 0.0357, |
| "step": 8275 |
| }, |
| { |
| "epoch": 9.140969162995594, |
| "grad_norm": 0.32819467782974243, |
| "learning_rate": 1.2e-05, |
| "loss": 0.0362, |
| "step": 8300 |
| }, |
| { |
| "epoch": 9.168502202643172, |
| "grad_norm": 0.2228395938873291, |
| "learning_rate": 1.1974358974358976e-05, |
| "loss": 0.0259, |
| "step": 8325 |
| }, |
| { |
| "epoch": 9.19603524229075, |
| "grad_norm": 0.3630577325820923, |
| "learning_rate": 1.194871794871795e-05, |
| "loss": 0.0388, |
| "step": 8350 |
| }, |
| { |
| "epoch": 9.223568281938325, |
| "grad_norm": 0.24628213047981262, |
| "learning_rate": 1.1923076923076925e-05, |
| "loss": 0.0344, |
| "step": 8375 |
| }, |
| { |
| "epoch": 9.251101321585903, |
| "grad_norm": 0.4021029472351074, |
| "learning_rate": 1.1897435897435898e-05, |
| "loss": 0.0322, |
| "step": 8400 |
| }, |
| { |
| "epoch": 9.27863436123348, |
| "grad_norm": 0.1852307766675949, |
| "learning_rate": 1.1871794871794872e-05, |
| "loss": 0.0327, |
| "step": 8425 |
| }, |
| { |
| "epoch": 9.306167400881057, |
| "grad_norm": 0.8122808337211609, |
| "learning_rate": 1.1846153846153847e-05, |
| "loss": 0.0373, |
| "step": 8450 |
| }, |
| { |
| "epoch": 9.333700440528634, |
| "grad_norm": 0.4952065348625183, |
| "learning_rate": 1.1820512820512821e-05, |
| "loss": 0.0344, |
| "step": 8475 |
| }, |
| { |
| "epoch": 9.361233480176212, |
| "grad_norm": 0.2687460482120514, |
| "learning_rate": 1.1794871794871796e-05, |
| "loss": 0.0449, |
| "step": 8500 |
| }, |
| { |
| "epoch": 9.388766519823788, |
| "grad_norm": 0.46548476815223694, |
| "learning_rate": 1.176923076923077e-05, |
| "loss": 0.0347, |
| "step": 8525 |
| }, |
| { |
| "epoch": 9.416299559471366, |
| "grad_norm": 0.271555632352829, |
| "learning_rate": 1.1743589743589745e-05, |
| "loss": 0.0372, |
| "step": 8550 |
| }, |
| { |
| "epoch": 9.443832599118943, |
| "grad_norm": 0.2767009735107422, |
| "learning_rate": 1.1717948717948719e-05, |
| "loss": 0.0341, |
| "step": 8575 |
| }, |
| { |
| "epoch": 9.47136563876652, |
| "grad_norm": 0.5092193484306335, |
| "learning_rate": 1.1692307692307694e-05, |
| "loss": 0.0344, |
| "step": 8600 |
| }, |
| { |
| "epoch": 9.498898678414097, |
| "grad_norm": 0.4733143448829651, |
| "learning_rate": 1.1666666666666668e-05, |
| "loss": 0.0442, |
| "step": 8625 |
| }, |
| { |
| "epoch": 9.526431718061675, |
| "grad_norm": 0.3013637661933899, |
| "learning_rate": 1.1641025641025643e-05, |
| "loss": 0.0437, |
| "step": 8650 |
| }, |
| { |
| "epoch": 9.55396475770925, |
| "grad_norm": 0.23593106865882874, |
| "learning_rate": 1.1615384615384617e-05, |
| "loss": 0.0345, |
| "step": 8675 |
| }, |
| { |
| "epoch": 9.581497797356828, |
| "grad_norm": 0.42476484179496765, |
| "learning_rate": 1.1589743589743592e-05, |
| "loss": 0.033, |
| "step": 8700 |
| }, |
| { |
| "epoch": 9.609030837004406, |
| "grad_norm": 0.1042499765753746, |
| "learning_rate": 1.1564102564102566e-05, |
| "loss": 0.0452, |
| "step": 8725 |
| }, |
| { |
| "epoch": 9.636563876651982, |
| "grad_norm": 0.4548315405845642, |
| "learning_rate": 1.1538461538461538e-05, |
| "loss": 0.049, |
| "step": 8750 |
| }, |
| { |
| "epoch": 9.66409691629956, |
| "grad_norm": 0.749373733997345, |
| "learning_rate": 1.1512820512820513e-05, |
| "loss": 0.0397, |
| "step": 8775 |
| }, |
| { |
| "epoch": 9.691629955947137, |
| "grad_norm": 0.24911393225193024, |
| "learning_rate": 1.1487179487179487e-05, |
| "loss": 0.0327, |
| "step": 8800 |
| }, |
| { |
| "epoch": 9.719162995594713, |
| "grad_norm": 0.3840325176715851, |
| "learning_rate": 1.1461538461538462e-05, |
| "loss": 0.0378, |
| "step": 8825 |
| }, |
| { |
| "epoch": 9.746696035242291, |
| "grad_norm": 0.3074113726615906, |
| "learning_rate": 1.1435897435897436e-05, |
| "loss": 0.0424, |
| "step": 8850 |
| }, |
| { |
| "epoch": 9.774229074889869, |
| "grad_norm": 0.3504096269607544, |
| "learning_rate": 1.1410256410256411e-05, |
| "loss": 0.0408, |
| "step": 8875 |
| }, |
| { |
| "epoch": 9.801762114537445, |
| "grad_norm": 0.7079716324806213, |
| "learning_rate": 1.1384615384615385e-05, |
| "loss": 0.0362, |
| "step": 8900 |
| }, |
| { |
| "epoch": 9.829295154185022, |
| "grad_norm": 0.46274736523628235, |
| "learning_rate": 1.135897435897436e-05, |
| "loss": 0.0444, |
| "step": 8925 |
| }, |
| { |
| "epoch": 9.8568281938326, |
| "grad_norm": 0.30366581678390503, |
| "learning_rate": 1.1333333333333334e-05, |
| "loss": 0.0411, |
| "step": 8950 |
| }, |
| { |
| "epoch": 9.884361233480176, |
| "grad_norm": 0.394626647233963, |
| "learning_rate": 1.1307692307692309e-05, |
| "loss": 0.0347, |
| "step": 8975 |
| }, |
| { |
| "epoch": 9.911894273127754, |
| "grad_norm": 0.2617024779319763, |
| "learning_rate": 1.1282051282051283e-05, |
| "loss": 0.0343, |
| "step": 9000 |
| }, |
| { |
| "epoch": 9.911894273127754, |
| "eval_cer": 24.69478293764974, |
| "eval_loss": 0.8281993865966797, |
| "eval_runtime": 1707.5191, |
| "eval_samples_per_second": 6.197, |
| "eval_steps_per_second": 1.55, |
| "eval_wer": 84.82791136256482, |
| "step": 9000 |
| }, |
| { |
| "epoch": 9.939427312775331, |
| "grad_norm": 0.5920683145523071, |
| "learning_rate": 1.1256410256410258e-05, |
| "loss": 0.0415, |
| "step": 9025 |
| }, |
| { |
| "epoch": 9.966960352422907, |
| "grad_norm": 0.5178209543228149, |
| "learning_rate": 1.1230769230769232e-05, |
| "loss": 0.0385, |
| "step": 9050 |
| }, |
| { |
| "epoch": 9.994493392070485, |
| "grad_norm": 0.33022773265838623, |
| "learning_rate": 1.1205128205128205e-05, |
| "loss": 0.038, |
| "step": 9075 |
| }, |
| { |
| "epoch": 10.022026431718063, |
| "grad_norm": 0.5157202482223511, |
| "learning_rate": 1.117948717948718e-05, |
| "loss": 0.0304, |
| "step": 9100 |
| }, |
| { |
| "epoch": 10.049559471365638, |
| "grad_norm": 0.28111565113067627, |
| "learning_rate": 1.1153846153846154e-05, |
| "loss": 0.0271, |
| "step": 9125 |
| }, |
| { |
| "epoch": 10.077092511013216, |
| "grad_norm": 0.3325743079185486, |
| "learning_rate": 1.112820512820513e-05, |
| "loss": 0.0348, |
| "step": 9150 |
| }, |
| { |
| "epoch": 10.104625550660794, |
| "grad_norm": 0.39298519492149353, |
| "learning_rate": 1.1102564102564103e-05, |
| "loss": 0.0221, |
| "step": 9175 |
| }, |
| { |
| "epoch": 10.13215859030837, |
| "grad_norm": 0.7207234501838684, |
| "learning_rate": 1.1076923076923079e-05, |
| "loss": 0.0316, |
| "step": 9200 |
| }, |
| { |
| "epoch": 10.159691629955947, |
| "grad_norm": 0.12185712903738022, |
| "learning_rate": 1.1051282051282052e-05, |
| "loss": 0.0333, |
| "step": 9225 |
| }, |
| { |
| "epoch": 10.187224669603523, |
| "grad_norm": 0.18927183747291565, |
| "learning_rate": 1.1025641025641028e-05, |
| "loss": 0.0317, |
| "step": 9250 |
| }, |
| { |
| "epoch": 10.214757709251101, |
| "grad_norm": 0.5243281722068787, |
| "learning_rate": 1.1000000000000001e-05, |
| "loss": 0.0238, |
| "step": 9275 |
| }, |
| { |
| "epoch": 10.242290748898679, |
| "grad_norm": 0.25754281878471375, |
| "learning_rate": 1.0974358974358977e-05, |
| "loss": 0.0265, |
| "step": 9300 |
| }, |
| { |
| "epoch": 10.269823788546255, |
| "grad_norm": 0.3999498188495636, |
| "learning_rate": 1.094871794871795e-05, |
| "loss": 0.0271, |
| "step": 9325 |
| }, |
| { |
| "epoch": 10.297356828193832, |
| "grad_norm": 0.5361197590827942, |
| "learning_rate": 1.0923076923076922e-05, |
| "loss": 0.0299, |
| "step": 9350 |
| }, |
| { |
| "epoch": 10.32488986784141, |
| "grad_norm": 0.4799012839794159, |
| "learning_rate": 1.0897435897435898e-05, |
| "loss": 0.0337, |
| "step": 9375 |
| }, |
| { |
| "epoch": 10.352422907488986, |
| "grad_norm": 0.29171785712242126, |
| "learning_rate": 1.0871794871794871e-05, |
| "loss": 0.0194, |
| "step": 9400 |
| }, |
| { |
| "epoch": 10.379955947136564, |
| "grad_norm": 0.158452108502388, |
| "learning_rate": 1.0846153846153847e-05, |
| "loss": 0.0293, |
| "step": 9425 |
| }, |
| { |
| "epoch": 10.407488986784141, |
| "grad_norm": 0.1673414409160614, |
| "learning_rate": 1.082051282051282e-05, |
| "loss": 0.0245, |
| "step": 9450 |
| }, |
| { |
| "epoch": 10.435022026431717, |
| "grad_norm": 0.4289039075374603, |
| "learning_rate": 1.0794871794871796e-05, |
| "loss": 0.0251, |
| "step": 9475 |
| }, |
| { |
| "epoch": 10.462555066079295, |
| "grad_norm": 0.43541353940963745, |
| "learning_rate": 1.076923076923077e-05, |
| "loss": 0.0283, |
| "step": 9500 |
| }, |
| { |
| "epoch": 10.490088105726873, |
| "grad_norm": 0.15916317701339722, |
| "learning_rate": 1.0743589743589745e-05, |
| "loss": 0.0336, |
| "step": 9525 |
| }, |
| { |
| "epoch": 10.517621145374449, |
| "grad_norm": 0.3281770944595337, |
| "learning_rate": 1.0717948717948718e-05, |
| "loss": 0.0217, |
| "step": 9550 |
| }, |
| { |
| "epoch": 10.545154185022026, |
| "grad_norm": 0.12852789461612701, |
| "learning_rate": 1.0692307692307694e-05, |
| "loss": 0.0261, |
| "step": 9575 |
| }, |
| { |
| "epoch": 10.572687224669604, |
| "grad_norm": 0.3133266270160675, |
| "learning_rate": 1.0666666666666667e-05, |
| "loss": 0.0258, |
| "step": 9600 |
| }, |
| { |
| "epoch": 10.60022026431718, |
| "grad_norm": 0.49409055709838867, |
| "learning_rate": 1.0641025641025643e-05, |
| "loss": 0.0241, |
| "step": 9625 |
| }, |
| { |
| "epoch": 10.627753303964758, |
| "grad_norm": 0.1980574131011963, |
| "learning_rate": 1.0615384615384616e-05, |
| "loss": 0.0264, |
| "step": 9650 |
| }, |
| { |
| "epoch": 10.655286343612335, |
| "grad_norm": 0.3089769184589386, |
| "learning_rate": 1.058974358974359e-05, |
| "loss": 0.0301, |
| "step": 9675 |
| }, |
| { |
| "epoch": 10.682819383259911, |
| "grad_norm": 0.4599588215351105, |
| "learning_rate": 1.0564102564102565e-05, |
| "loss": 0.0297, |
| "step": 9700 |
| }, |
| { |
| "epoch": 10.710352422907489, |
| "grad_norm": 0.3897559344768524, |
| "learning_rate": 1.0538461538461539e-05, |
| "loss": 0.026, |
| "step": 9725 |
| }, |
| { |
| "epoch": 10.737885462555067, |
| "grad_norm": 0.26833340525627136, |
| "learning_rate": 1.0512820512820514e-05, |
| "loss": 0.0297, |
| "step": 9750 |
| }, |
| { |
| "epoch": 10.765418502202643, |
| "grad_norm": 0.1307441145181656, |
| "learning_rate": 1.0487179487179488e-05, |
| "loss": 0.0269, |
| "step": 9775 |
| }, |
| { |
| "epoch": 10.79295154185022, |
| "grad_norm": 0.5322534441947937, |
| "learning_rate": 1.0461538461538463e-05, |
| "loss": 0.0308, |
| "step": 9800 |
| }, |
| { |
| "epoch": 10.820484581497798, |
| "grad_norm": 0.42848142981529236, |
| "learning_rate": 1.0435897435897437e-05, |
| "loss": 0.0264, |
| "step": 9825 |
| }, |
| { |
| "epoch": 10.848017621145374, |
| "grad_norm": 0.24415309727191925, |
| "learning_rate": 1.0410256410256412e-05, |
| "loss": 0.0258, |
| "step": 9850 |
| }, |
| { |
| "epoch": 10.875550660792952, |
| "grad_norm": 0.2621011734008789, |
| "learning_rate": 1.0384615384615386e-05, |
| "loss": 0.025, |
| "step": 9875 |
| }, |
| { |
| "epoch": 10.90308370044053, |
| "grad_norm": 0.3474062383174896, |
| "learning_rate": 1.0358974358974361e-05, |
| "loss": 0.0239, |
| "step": 9900 |
| }, |
| { |
| "epoch": 10.930616740088105, |
| "grad_norm": 0.16342134773731232, |
| "learning_rate": 1.0333333333333335e-05, |
| "loss": 0.0213, |
| "step": 9925 |
| }, |
| { |
| "epoch": 10.958149779735683, |
| "grad_norm": 0.12468931823968887, |
| "learning_rate": 1.0307692307692307e-05, |
| "loss": 0.0233, |
| "step": 9950 |
| }, |
| { |
| "epoch": 10.98568281938326, |
| "grad_norm": 0.42761552333831787, |
| "learning_rate": 1.0282051282051282e-05, |
| "loss": 0.0253, |
| "step": 9975 |
| }, |
| { |
| "epoch": 11.013215859030836, |
| "grad_norm": 0.16973541676998138, |
| "learning_rate": 1.0256410256410256e-05, |
| "loss": 0.0181, |
| "step": 10000 |
| }, |
| { |
| "epoch": 11.013215859030836, |
| "eval_cer": 24.361766762578384, |
| "eval_loss": 0.8395898342132568, |
| "eval_runtime": 1712.1817, |
| "eval_samples_per_second": 6.18, |
| "eval_steps_per_second": 1.545, |
| "eval_wer": 83.80009429514381, |
| "step": 10000 |
| }, |
| { |
| "epoch": 11.040748898678414, |
| "grad_norm": 0.20153629779815674, |
| "learning_rate": 1.0230769230769231e-05, |
| "loss": 0.0168, |
| "step": 10025 |
| }, |
| { |
| "epoch": 11.068281938325992, |
| "grad_norm": 0.10129767656326294, |
| "learning_rate": 1.0205128205128205e-05, |
| "loss": 0.0166, |
| "step": 10050 |
| }, |
| { |
| "epoch": 11.095814977973568, |
| "grad_norm": 0.18236328661441803, |
| "learning_rate": 1.017948717948718e-05, |
| "loss": 0.0207, |
| "step": 10075 |
| }, |
| { |
| "epoch": 11.123348017621145, |
| "grad_norm": 0.1023649126291275, |
| "learning_rate": 1.0153846153846154e-05, |
| "loss": 0.0151, |
| "step": 10100 |
| }, |
| { |
| "epoch": 11.150881057268723, |
| "grad_norm": 0.2005663514137268, |
| "learning_rate": 1.012820512820513e-05, |
| "loss": 0.0139, |
| "step": 10125 |
| }, |
| { |
| "epoch": 11.178414096916299, |
| "grad_norm": 0.5880993008613586, |
| "learning_rate": 1.0102564102564103e-05, |
| "loss": 0.0166, |
| "step": 10150 |
| }, |
| { |
| "epoch": 11.205947136563877, |
| "grad_norm": 0.18318556249141693, |
| "learning_rate": 1.0076923076923078e-05, |
| "loss": 0.0147, |
| "step": 10175 |
| }, |
| { |
| "epoch": 11.233480176211454, |
| "grad_norm": 0.10596877336502075, |
| "learning_rate": 1.0051282051282052e-05, |
| "loss": 0.0186, |
| "step": 10200 |
| }, |
| { |
| "epoch": 11.26101321585903, |
| "grad_norm": 0.21908675134181976, |
| "learning_rate": 1.0025641025641027e-05, |
| "loss": 0.0167, |
| "step": 10225 |
| }, |
| { |
| "epoch": 11.288546255506608, |
| "grad_norm": 0.3086978495121002, |
| "learning_rate": 1e-05, |
| "loss": 0.0155, |
| "step": 10250 |
| }, |
| { |
| "epoch": 11.316079295154186, |
| "grad_norm": 0.09563290327787399, |
| "learning_rate": 9.974358974358974e-06, |
| "loss": 0.0201, |
| "step": 10275 |
| }, |
| { |
| "epoch": 11.343612334801762, |
| "grad_norm": 0.44515764713287354, |
| "learning_rate": 9.94871794871795e-06, |
| "loss": 0.0168, |
| "step": 10300 |
| }, |
| { |
| "epoch": 11.37114537444934, |
| "grad_norm": 0.3357783854007721, |
| "learning_rate": 9.923076923076923e-06, |
| "loss": 0.0144, |
| "step": 10325 |
| }, |
| { |
| "epoch": 11.398678414096917, |
| "grad_norm": 0.10834582895040512, |
| "learning_rate": 9.897435897435899e-06, |
| "loss": 0.0207, |
| "step": 10350 |
| }, |
| { |
| "epoch": 11.426211453744493, |
| "grad_norm": 0.36438989639282227, |
| "learning_rate": 9.871794871794872e-06, |
| "loss": 0.0159, |
| "step": 10375 |
| }, |
| { |
| "epoch": 11.45374449339207, |
| "grad_norm": 0.2105102390050888, |
| "learning_rate": 9.846153846153848e-06, |
| "loss": 0.0174, |
| "step": 10400 |
| }, |
| { |
| "epoch": 11.481277533039648, |
| "grad_norm": 0.29330697655677795, |
| "learning_rate": 9.820512820512821e-06, |
| "loss": 0.0139, |
| "step": 10425 |
| }, |
| { |
| "epoch": 11.508810572687224, |
| "grad_norm": 0.14886349439620972, |
| "learning_rate": 9.794871794871795e-06, |
| "loss": 0.0168, |
| "step": 10450 |
| }, |
| { |
| "epoch": 11.536343612334802, |
| "grad_norm": 0.2385999709367752, |
| "learning_rate": 9.76923076923077e-06, |
| "loss": 0.0153, |
| "step": 10475 |
| }, |
| { |
| "epoch": 11.56387665198238, |
| "grad_norm": 0.12921461462974548, |
| "learning_rate": 9.743589743589744e-06, |
| "loss": 0.0211, |
| "step": 10500 |
| }, |
| { |
| "epoch": 11.591409691629956, |
| "grad_norm": 0.18354228138923645, |
| "learning_rate": 9.71794871794872e-06, |
| "loss": 0.0182, |
| "step": 10525 |
| }, |
| { |
| "epoch": 11.618942731277533, |
| "grad_norm": 0.31387805938720703, |
| "learning_rate": 9.692307692307693e-06, |
| "loss": 0.0149, |
| "step": 10550 |
| }, |
| { |
| "epoch": 11.646475770925111, |
| "grad_norm": 0.2267555296421051, |
| "learning_rate": 9.666666666666667e-06, |
| "loss": 0.0158, |
| "step": 10575 |
| }, |
| { |
| "epoch": 11.674008810572687, |
| "grad_norm": 0.20056696236133575, |
| "learning_rate": 9.641025641025642e-06, |
| "loss": 0.0185, |
| "step": 10600 |
| }, |
| { |
| "epoch": 11.701541850220265, |
| "grad_norm": 0.33203795552253723, |
| "learning_rate": 9.615384615384616e-06, |
| "loss": 0.0162, |
| "step": 10625 |
| }, |
| { |
| "epoch": 11.729074889867842, |
| "grad_norm": 0.20103588700294495, |
| "learning_rate": 9.589743589743591e-06, |
| "loss": 0.0168, |
| "step": 10650 |
| }, |
| { |
| "epoch": 11.756607929515418, |
| "grad_norm": 0.2045770138502121, |
| "learning_rate": 9.564102564102565e-06, |
| "loss": 0.0151, |
| "step": 10675 |
| }, |
| { |
| "epoch": 11.784140969162996, |
| "grad_norm": 0.35391268134117126, |
| "learning_rate": 9.53846153846154e-06, |
| "loss": 0.0159, |
| "step": 10700 |
| }, |
| { |
| "epoch": 11.811674008810574, |
| "grad_norm": 0.29899677634239197, |
| "learning_rate": 9.512820512820514e-06, |
| "loss": 0.0161, |
| "step": 10725 |
| }, |
| { |
| "epoch": 11.83920704845815, |
| "grad_norm": 0.15067006647586823, |
| "learning_rate": 9.487179487179487e-06, |
| "loss": 0.0213, |
| "step": 10750 |
| }, |
| { |
| "epoch": 11.866740088105727, |
| "grad_norm": 0.09212782979011536, |
| "learning_rate": 9.461538461538463e-06, |
| "loss": 0.018, |
| "step": 10775 |
| }, |
| { |
| "epoch": 11.894273127753303, |
| "grad_norm": 0.2554011642932892, |
| "learning_rate": 9.435897435897436e-06, |
| "loss": 0.0171, |
| "step": 10800 |
| }, |
| { |
| "epoch": 11.92180616740088, |
| "grad_norm": 0.15091727674007416, |
| "learning_rate": 9.410256410256412e-06, |
| "loss": 0.0173, |
| "step": 10825 |
| }, |
| { |
| "epoch": 11.949339207048459, |
| "grad_norm": 0.5245828628540039, |
| "learning_rate": 9.384615384615385e-06, |
| "loss": 0.0143, |
| "step": 10850 |
| }, |
| { |
| "epoch": 11.976872246696034, |
| "grad_norm": 0.2978862524032593, |
| "learning_rate": 9.358974358974359e-06, |
| "loss": 0.018, |
| "step": 10875 |
| }, |
| { |
| "epoch": 12.004405286343612, |
| "grad_norm": 0.07283396273851395, |
| "learning_rate": 9.333333333333334e-06, |
| "loss": 0.0182, |
| "step": 10900 |
| }, |
| { |
| "epoch": 12.03193832599119, |
| "grad_norm": 0.13879446685314178, |
| "learning_rate": 9.307692307692308e-06, |
| "loss": 0.0127, |
| "step": 10925 |
| }, |
| { |
| "epoch": 12.059471365638766, |
| "grad_norm": 0.16657480597496033, |
| "learning_rate": 9.282051282051283e-06, |
| "loss": 0.014, |
| "step": 10950 |
| }, |
| { |
| "epoch": 12.087004405286343, |
| "grad_norm": 0.16087482869625092, |
| "learning_rate": 9.256410256410257e-06, |
| "loss": 0.0112, |
| "step": 10975 |
| }, |
| { |
| "epoch": 12.114537444933921, |
| "grad_norm": 0.18895640969276428, |
| "learning_rate": 9.230769230769232e-06, |
| "loss": 0.0117, |
| "step": 11000 |
| }, |
| { |
| "epoch": 12.114537444933921, |
| "eval_cer": 24.002957596322496, |
| "eval_loss": 0.8591621518135071, |
| "eval_runtime": 1710.0216, |
| "eval_samples_per_second": 6.188, |
| "eval_steps_per_second": 1.547, |
| "eval_wer": 84.15841584158416, |
| "step": 11000 |
| }, |
| { |
| "epoch": 12.142070484581497, |
| "grad_norm": 0.08321177214384079, |
| "learning_rate": 9.205128205128206e-06, |
| "loss": 0.0117, |
| "step": 11025 |
| }, |
| { |
| "epoch": 12.169603524229075, |
| "grad_norm": 0.20632462203502655, |
| "learning_rate": 9.17948717948718e-06, |
| "loss": 0.0131, |
| "step": 11050 |
| }, |
| { |
| "epoch": 12.197136563876652, |
| "grad_norm": 0.4616119861602783, |
| "learning_rate": 9.153846153846155e-06, |
| "loss": 0.0184, |
| "step": 11075 |
| }, |
| { |
| "epoch": 12.224669603524228, |
| "grad_norm": 0.89581298828125, |
| "learning_rate": 9.128205128205129e-06, |
| "loss": 0.0155, |
| "step": 11100 |
| }, |
| { |
| "epoch": 12.252202643171806, |
| "grad_norm": 0.06262637674808502, |
| "learning_rate": 9.102564102564104e-06, |
| "loss": 0.0114, |
| "step": 11125 |
| }, |
| { |
| "epoch": 12.279735682819384, |
| "grad_norm": 0.30928879976272583, |
| "learning_rate": 9.076923076923078e-06, |
| "loss": 0.0152, |
| "step": 11150 |
| }, |
| { |
| "epoch": 12.30726872246696, |
| "grad_norm": 0.36566054821014404, |
| "learning_rate": 9.051282051282051e-06, |
| "loss": 0.011, |
| "step": 11175 |
| }, |
| { |
| "epoch": 12.334801762114537, |
| "grad_norm": 0.21459051966667175, |
| "learning_rate": 9.025641025641027e-06, |
| "loss": 0.0127, |
| "step": 11200 |
| }, |
| { |
| "epoch": 12.362334801762115, |
| "grad_norm": 0.35859718918800354, |
| "learning_rate": 9e-06, |
| "loss": 0.0125, |
| "step": 11225 |
| }, |
| { |
| "epoch": 12.389867841409691, |
| "grad_norm": 0.5205895304679871, |
| "learning_rate": 8.974358974358976e-06, |
| "loss": 0.0135, |
| "step": 11250 |
| }, |
| { |
| "epoch": 12.417400881057269, |
| "grad_norm": 0.09275946021080017, |
| "learning_rate": 8.94871794871795e-06, |
| "loss": 0.0124, |
| "step": 11275 |
| }, |
| { |
| "epoch": 12.444933920704846, |
| "grad_norm": 0.4651426076889038, |
| "learning_rate": 8.923076923076925e-06, |
| "loss": 0.0118, |
| "step": 11300 |
| }, |
| { |
| "epoch": 12.472466960352422, |
| "grad_norm": 0.1863466203212738, |
| "learning_rate": 8.897435897435898e-06, |
| "loss": 0.0116, |
| "step": 11325 |
| }, |
| { |
| "epoch": 12.5, |
| "grad_norm": 0.467035174369812, |
| "learning_rate": 8.871794871794872e-06, |
| "loss": 0.0111, |
| "step": 11350 |
| }, |
| { |
| "epoch": 12.527533039647578, |
| "grad_norm": 0.13402460515499115, |
| "learning_rate": 8.846153846153847e-06, |
| "loss": 0.0147, |
| "step": 11375 |
| }, |
| { |
| "epoch": 12.555066079295154, |
| "grad_norm": 0.14492958784103394, |
| "learning_rate": 8.820512820512821e-06, |
| "loss": 0.0128, |
| "step": 11400 |
| }, |
| { |
| "epoch": 12.582599118942731, |
| "grad_norm": 0.17025631666183472, |
| "learning_rate": 8.794871794871796e-06, |
| "loss": 0.0135, |
| "step": 11425 |
| }, |
| { |
| "epoch": 12.610132158590309, |
| "grad_norm": 0.43454456329345703, |
| "learning_rate": 8.76923076923077e-06, |
| "loss": 0.0141, |
| "step": 11450 |
| }, |
| { |
| "epoch": 12.637665198237885, |
| "grad_norm": 0.4362468421459198, |
| "learning_rate": 8.743589743589743e-06, |
| "loss": 0.0167, |
| "step": 11475 |
| }, |
| { |
| "epoch": 12.665198237885463, |
| "grad_norm": 0.20894859731197357, |
| "learning_rate": 8.717948717948719e-06, |
| "loss": 0.019, |
| "step": 11500 |
| }, |
| { |
| "epoch": 12.69273127753304, |
| "grad_norm": 0.37119993567466736, |
| "learning_rate": 8.692307692307692e-06, |
| "loss": 0.0136, |
| "step": 11525 |
| }, |
| { |
| "epoch": 12.720264317180616, |
| "grad_norm": 0.06687525659799576, |
| "learning_rate": 8.666666666666668e-06, |
| "loss": 0.0133, |
| "step": 11550 |
| }, |
| { |
| "epoch": 12.747797356828194, |
| "grad_norm": 0.1411520540714264, |
| "learning_rate": 8.641025641025641e-06, |
| "loss": 0.0103, |
| "step": 11575 |
| }, |
| { |
| "epoch": 12.775330396475772, |
| "grad_norm": 0.5004802346229553, |
| "learning_rate": 8.615384615384617e-06, |
| "loss": 0.0139, |
| "step": 11600 |
| }, |
| { |
| "epoch": 12.802863436123348, |
| "grad_norm": 0.12091943621635437, |
| "learning_rate": 8.58974358974359e-06, |
| "loss": 0.0151, |
| "step": 11625 |
| }, |
| { |
| "epoch": 12.830396475770925, |
| "grad_norm": 0.39368936419487, |
| "learning_rate": 8.564102564102564e-06, |
| "loss": 0.0155, |
| "step": 11650 |
| }, |
| { |
| "epoch": 12.857929515418503, |
| "grad_norm": 0.1569003313779831, |
| "learning_rate": 8.53846153846154e-06, |
| "loss": 0.0144, |
| "step": 11675 |
| }, |
| { |
| "epoch": 12.885462555066079, |
| "grad_norm": 0.2494770586490631, |
| "learning_rate": 8.512820512820513e-06, |
| "loss": 0.0154, |
| "step": 11700 |
| }, |
| { |
| "epoch": 12.912995594713657, |
| "grad_norm": 0.2350165992975235, |
| "learning_rate": 8.487179487179488e-06, |
| "loss": 0.0154, |
| "step": 11725 |
| }, |
| { |
| "epoch": 12.940528634361234, |
| "grad_norm": 0.25457248091697693, |
| "learning_rate": 8.461538461538462e-06, |
| "loss": 0.0146, |
| "step": 11750 |
| }, |
| { |
| "epoch": 12.96806167400881, |
| "grad_norm": 0.5396599769592285, |
| "learning_rate": 8.435897435897436e-06, |
| "loss": 0.0164, |
| "step": 11775 |
| }, |
| { |
| "epoch": 12.995594713656388, |
| "grad_norm": 0.08093304932117462, |
| "learning_rate": 8.410256410256411e-06, |
| "loss": 0.0152, |
| "step": 11800 |
| }, |
| { |
| "epoch": 13.023127753303966, |
| "grad_norm": 0.2992173433303833, |
| "learning_rate": 8.384615384615385e-06, |
| "loss": 0.0135, |
| "step": 11825 |
| }, |
| { |
| "epoch": 13.050660792951541, |
| "grad_norm": 0.19341129064559937, |
| "learning_rate": 8.35897435897436e-06, |
| "loss": 0.0126, |
| "step": 11850 |
| }, |
| { |
| "epoch": 13.07819383259912, |
| "grad_norm": 0.3333016633987427, |
| "learning_rate": 8.333333333333334e-06, |
| "loss": 0.0172, |
| "step": 11875 |
| }, |
| { |
| "epoch": 13.105726872246697, |
| "grad_norm": 0.22165773808956146, |
| "learning_rate": 8.307692307692309e-06, |
| "loss": 0.0107, |
| "step": 11900 |
| }, |
| { |
| "epoch": 13.133259911894273, |
| "grad_norm": 0.14357928931713104, |
| "learning_rate": 8.282051282051283e-06, |
| "loss": 0.0125, |
| "step": 11925 |
| }, |
| { |
| "epoch": 13.16079295154185, |
| "grad_norm": 0.46441957354545593, |
| "learning_rate": 8.256410256410256e-06, |
| "loss": 0.0098, |
| "step": 11950 |
| }, |
| { |
| "epoch": 13.188325991189428, |
| "grad_norm": 0.0940885990858078, |
| "learning_rate": 8.230769230769232e-06, |
| "loss": 0.0126, |
| "step": 11975 |
| }, |
| { |
| "epoch": 13.215859030837004, |
| "grad_norm": 0.09288233518600464, |
| "learning_rate": 8.205128205128205e-06, |
| "loss": 0.0111, |
| "step": 12000 |
| }, |
| { |
| "epoch": 13.215859030837004, |
| "eval_cer": 24.353742276432083, |
| "eval_loss": 0.8609709739685059, |
| "eval_runtime": 1703.4403, |
| "eval_samples_per_second": 6.212, |
| "eval_steps_per_second": 1.553, |
| "eval_wer": 83.83781235266385, |
| "step": 12000 |
| }, |
| { |
| "epoch": 13.243392070484582, |
| "grad_norm": 0.2091829776763916, |
| "learning_rate": 8.17948717948718e-06, |
| "loss": 0.0098, |
| "step": 12025 |
| }, |
| { |
| "epoch": 13.270925110132158, |
| "grad_norm": 0.02503281459212303, |
| "learning_rate": 8.153846153846154e-06, |
| "loss": 0.0066, |
| "step": 12050 |
| }, |
| { |
| "epoch": 13.298458149779735, |
| "grad_norm": 0.2379840463399887, |
| "learning_rate": 8.12820512820513e-06, |
| "loss": 0.0106, |
| "step": 12075 |
| }, |
| { |
| "epoch": 13.325991189427313, |
| "grad_norm": 0.06553735584020615, |
| "learning_rate": 8.102564102564103e-06, |
| "loss": 0.0114, |
| "step": 12100 |
| }, |
| { |
| "epoch": 13.353524229074889, |
| "grad_norm": 0.05876093730330467, |
| "learning_rate": 8.076923076923077e-06, |
| "loss": 0.0089, |
| "step": 12125 |
| }, |
| { |
| "epoch": 13.381057268722467, |
| "grad_norm": 0.0722096711397171, |
| "learning_rate": 8.051282051282052e-06, |
| "loss": 0.01, |
| "step": 12150 |
| }, |
| { |
| "epoch": 13.408590308370044, |
| "grad_norm": 0.16798360645771027, |
| "learning_rate": 8.025641025641026e-06, |
| "loss": 0.0112, |
| "step": 12175 |
| }, |
| { |
| "epoch": 13.43612334801762, |
| "grad_norm": 0.08319924026727676, |
| "learning_rate": 8.000000000000001e-06, |
| "loss": 0.0164, |
| "step": 12200 |
| }, |
| { |
| "epoch": 13.463656387665198, |
| "grad_norm": 0.03909989818930626, |
| "learning_rate": 7.974358974358975e-06, |
| "loss": 0.0124, |
| "step": 12225 |
| }, |
| { |
| "epoch": 13.491189427312776, |
| "grad_norm": 0.3100120425224304, |
| "learning_rate": 7.948717948717949e-06, |
| "loss": 0.0103, |
| "step": 12250 |
| }, |
| { |
| "epoch": 13.518722466960352, |
| "grad_norm": 0.20275218784809113, |
| "learning_rate": 7.923076923076924e-06, |
| "loss": 0.0124, |
| "step": 12275 |
| }, |
| { |
| "epoch": 13.54625550660793, |
| "grad_norm": 0.43703603744506836, |
| "learning_rate": 7.897435897435898e-06, |
| "loss": 0.0126, |
| "step": 12300 |
| }, |
| { |
| "epoch": 13.573788546255507, |
| "grad_norm": 0.17036165297031403, |
| "learning_rate": 7.871794871794873e-06, |
| "loss": 0.0123, |
| "step": 12325 |
| }, |
| { |
| "epoch": 13.601321585903083, |
| "grad_norm": 0.2403183877468109, |
| "learning_rate": 7.846153846153847e-06, |
| "loss": 0.0124, |
| "step": 12350 |
| }, |
| { |
| "epoch": 13.62885462555066, |
| "grad_norm": 0.14506351947784424, |
| "learning_rate": 7.820512820512822e-06, |
| "loss": 0.0113, |
| "step": 12375 |
| }, |
| { |
| "epoch": 13.656387665198238, |
| "grad_norm": 0.17597095668315887, |
| "learning_rate": 7.794871794871796e-06, |
| "loss": 0.013, |
| "step": 12400 |
| }, |
| { |
| "epoch": 13.683920704845814, |
| "grad_norm": 0.10913864523172379, |
| "learning_rate": 7.76923076923077e-06, |
| "loss": 0.0111, |
| "step": 12425 |
| }, |
| { |
| "epoch": 13.711453744493392, |
| "grad_norm": 0.09308384358882904, |
| "learning_rate": 7.743589743589745e-06, |
| "loss": 0.0107, |
| "step": 12450 |
| }, |
| { |
| "epoch": 13.73898678414097, |
| "grad_norm": 0.15387412905693054, |
| "learning_rate": 7.717948717948718e-06, |
| "loss": 0.0081, |
| "step": 12475 |
| }, |
| { |
| "epoch": 13.766519823788546, |
| "grad_norm": 0.1064794659614563, |
| "learning_rate": 7.692307692307694e-06, |
| "loss": 0.0103, |
| "step": 12500 |
| }, |
| { |
| "epoch": 13.794052863436123, |
| "grad_norm": 0.461704283952713, |
| "learning_rate": 7.666666666666667e-06, |
| "loss": 0.0099, |
| "step": 12525 |
| }, |
| { |
| "epoch": 13.821585903083701, |
| "grad_norm": 0.1432102471590042, |
| "learning_rate": 7.641025641025641e-06, |
| "loss": 0.012, |
| "step": 12550 |
| }, |
| { |
| "epoch": 13.849118942731277, |
| "grad_norm": 0.07016371935606003, |
| "learning_rate": 7.615384615384615e-06, |
| "loss": 0.0102, |
| "step": 12575 |
| }, |
| { |
| "epoch": 13.876651982378855, |
| "grad_norm": 0.07148536294698715, |
| "learning_rate": 7.58974358974359e-06, |
| "loss": 0.0135, |
| "step": 12600 |
| }, |
| { |
| "epoch": 13.904185022026432, |
| "grad_norm": 0.11293036490678787, |
| "learning_rate": 7.564102564102564e-06, |
| "loss": 0.0119, |
| "step": 12625 |
| }, |
| { |
| "epoch": 13.931718061674008, |
| "grad_norm": 0.12203430384397507, |
| "learning_rate": 7.538461538461539e-06, |
| "loss": 0.0133, |
| "step": 12650 |
| }, |
| { |
| "epoch": 13.959251101321586, |
| "grad_norm": 0.18345963954925537, |
| "learning_rate": 7.512820512820513e-06, |
| "loss": 0.0131, |
| "step": 12675 |
| }, |
| { |
| "epoch": 13.986784140969164, |
| "grad_norm": 0.135273739695549, |
| "learning_rate": 7.487179487179488e-06, |
| "loss": 0.0144, |
| "step": 12700 |
| }, |
| { |
| "epoch": 14.01431718061674, |
| "grad_norm": 0.07620234042406082, |
| "learning_rate": 7.461538461538462e-06, |
| "loss": 0.0095, |
| "step": 12725 |
| }, |
| { |
| "epoch": 14.041850220264317, |
| "grad_norm": 0.02833453379571438, |
| "learning_rate": 7.435897435897437e-06, |
| "loss": 0.0064, |
| "step": 12750 |
| }, |
| { |
| "epoch": 14.069383259911895, |
| "grad_norm": 0.19002589583396912, |
| "learning_rate": 7.410256410256411e-06, |
| "loss": 0.0088, |
| "step": 12775 |
| }, |
| { |
| "epoch": 14.09691629955947, |
| "grad_norm": 0.15754035115242004, |
| "learning_rate": 7.384615384615386e-06, |
| "loss": 0.0055, |
| "step": 12800 |
| }, |
| { |
| "epoch": 14.124449339207048, |
| "grad_norm": 0.43471795320510864, |
| "learning_rate": 7.35897435897436e-06, |
| "loss": 0.0088, |
| "step": 12825 |
| }, |
| { |
| "epoch": 14.151982378854626, |
| "grad_norm": 0.2886705696582794, |
| "learning_rate": 7.333333333333333e-06, |
| "loss": 0.0074, |
| "step": 12850 |
| }, |
| { |
| "epoch": 14.179515418502202, |
| "grad_norm": 0.2692849040031433, |
| "learning_rate": 7.307692307692308e-06, |
| "loss": 0.0141, |
| "step": 12875 |
| }, |
| { |
| "epoch": 14.20704845814978, |
| "grad_norm": 0.12292686104774475, |
| "learning_rate": 7.282051282051282e-06, |
| "loss": 0.0151, |
| "step": 12900 |
| }, |
| { |
| "epoch": 14.234581497797357, |
| "grad_norm": 0.36948704719543457, |
| "learning_rate": 7.256410256410257e-06, |
| "loss": 0.0083, |
| "step": 12925 |
| }, |
| { |
| "epoch": 14.262114537444933, |
| "grad_norm": 0.19203431904315948, |
| "learning_rate": 7.230769230769231e-06, |
| "loss": 0.0066, |
| "step": 12950 |
| }, |
| { |
| "epoch": 14.289647577092511, |
| "grad_norm": 0.13032004237174988, |
| "learning_rate": 7.205128205128206e-06, |
| "loss": 0.0117, |
| "step": 12975 |
| }, |
| { |
| "epoch": 14.317180616740089, |
| "grad_norm": 0.4582443833351135, |
| "learning_rate": 7.17948717948718e-06, |
| "loss": 0.0088, |
| "step": 13000 |
| }, |
| { |
| "epoch": 14.317180616740089, |
| "eval_cer": 24.632306581224995, |
| "eval_loss": 0.8743005394935608, |
| "eval_runtime": 1717.1726, |
| "eval_samples_per_second": 6.162, |
| "eval_steps_per_second": 1.541, |
| "eval_wer": 84.0924092409241, |
| "step": 13000 |
| }, |
| { |
| "epoch": 14.344713656387665, |
| "grad_norm": 0.17969651520252228, |
| "learning_rate": 7.153846153846155e-06, |
| "loss": 0.0088, |
| "step": 13025 |
| }, |
| { |
| "epoch": 14.372246696035242, |
| "grad_norm": 0.2400025725364685, |
| "learning_rate": 7.128205128205129e-06, |
| "loss": 0.0112, |
| "step": 13050 |
| }, |
| { |
| "epoch": 14.39977973568282, |
| "grad_norm": 0.1150280013680458, |
| "learning_rate": 7.102564102564104e-06, |
| "loss": 0.0079, |
| "step": 13075 |
| }, |
| { |
| "epoch": 14.427312775330396, |
| "grad_norm": 0.676898717880249, |
| "learning_rate": 7.076923076923078e-06, |
| "loss": 0.0097, |
| "step": 13100 |
| }, |
| { |
| "epoch": 14.454845814977974, |
| "grad_norm": 0.22521457076072693, |
| "learning_rate": 7.051282051282053e-06, |
| "loss": 0.0067, |
| "step": 13125 |
| }, |
| { |
| "epoch": 14.482378854625551, |
| "grad_norm": 0.05301696062088013, |
| "learning_rate": 7.025641025641025e-06, |
| "loss": 0.0082, |
| "step": 13150 |
| }, |
| { |
| "epoch": 14.509911894273127, |
| "grad_norm": 0.056506820023059845, |
| "learning_rate": 7e-06, |
| "loss": 0.0068, |
| "step": 13175 |
| }, |
| { |
| "epoch": 14.537444933920705, |
| "grad_norm": 0.31176385283470154, |
| "learning_rate": 6.974358974358974e-06, |
| "loss": 0.0076, |
| "step": 13200 |
| }, |
| { |
| "epoch": 14.564977973568283, |
| "grad_norm": 0.27583009004592896, |
| "learning_rate": 6.948717948717949e-06, |
| "loss": 0.0069, |
| "step": 13225 |
| }, |
| { |
| "epoch": 14.592511013215859, |
| "grad_norm": 0.04734191671013832, |
| "learning_rate": 6.923076923076923e-06, |
| "loss": 0.0102, |
| "step": 13250 |
| }, |
| { |
| "epoch": 14.620044052863436, |
| "grad_norm": 0.26911285519599915, |
| "learning_rate": 6.897435897435898e-06, |
| "loss": 0.0101, |
| "step": 13275 |
| }, |
| { |
| "epoch": 14.647577092511014, |
| "grad_norm": 0.07513406872749329, |
| "learning_rate": 6.871794871794872e-06, |
| "loss": 0.008, |
| "step": 13300 |
| }, |
| { |
| "epoch": 14.67511013215859, |
| "grad_norm": 0.2528563141822815, |
| "learning_rate": 6.846153846153847e-06, |
| "loss": 0.0065, |
| "step": 13325 |
| }, |
| { |
| "epoch": 14.702643171806168, |
| "grad_norm": 0.052279576659202576, |
| "learning_rate": 6.820512820512821e-06, |
| "loss": 0.0092, |
| "step": 13350 |
| }, |
| { |
| "epoch": 14.730176211453745, |
| "grad_norm": 0.16867485642433167, |
| "learning_rate": 6.794871794871796e-06, |
| "loss": 0.0063, |
| "step": 13375 |
| }, |
| { |
| "epoch": 14.757709251101321, |
| "grad_norm": 0.09278307855129242, |
| "learning_rate": 6.76923076923077e-06, |
| "loss": 0.007, |
| "step": 13400 |
| }, |
| { |
| "epoch": 14.785242290748899, |
| "grad_norm": 0.03741838410496712, |
| "learning_rate": 6.743589743589745e-06, |
| "loss": 0.0049, |
| "step": 13425 |
| }, |
| { |
| "epoch": 14.812775330396477, |
| "grad_norm": 0.07582259178161621, |
| "learning_rate": 6.717948717948718e-06, |
| "loss": 0.0089, |
| "step": 13450 |
| }, |
| { |
| "epoch": 14.840308370044053, |
| "grad_norm": 0.22878766059875488, |
| "learning_rate": 6.692307692307692e-06, |
| "loss": 0.006, |
| "step": 13475 |
| }, |
| { |
| "epoch": 14.86784140969163, |
| "grad_norm": 0.19926956295967102, |
| "learning_rate": 6.666666666666667e-06, |
| "loss": 0.0079, |
| "step": 13500 |
| }, |
| { |
| "epoch": 14.895374449339208, |
| "grad_norm": 0.08697038888931274, |
| "learning_rate": 6.641025641025641e-06, |
| "loss": 0.0092, |
| "step": 13525 |
| }, |
| { |
| "epoch": 14.922907488986784, |
| "grad_norm": 0.05428479611873627, |
| "learning_rate": 6.615384615384616e-06, |
| "loss": 0.0055, |
| "step": 13550 |
| }, |
| { |
| "epoch": 14.950440528634362, |
| "grad_norm": 0.06628289073705673, |
| "learning_rate": 6.58974358974359e-06, |
| "loss": 0.0068, |
| "step": 13575 |
| }, |
| { |
| "epoch": 14.97797356828194, |
| "grad_norm": 0.07876273989677429, |
| "learning_rate": 6.564102564102565e-06, |
| "loss": 0.0073, |
| "step": 13600 |
| }, |
| { |
| "epoch": 15.005506607929515, |
| "grad_norm": 0.047706760466098785, |
| "learning_rate": 6.538461538461539e-06, |
| "loss": 0.0087, |
| "step": 13625 |
| }, |
| { |
| "epoch": 15.033039647577093, |
| "grad_norm": 0.06642945855855942, |
| "learning_rate": 6.512820512820514e-06, |
| "loss": 0.0043, |
| "step": 13650 |
| }, |
| { |
| "epoch": 15.060572687224669, |
| "grad_norm": 0.028193380683660507, |
| "learning_rate": 6.487179487179488e-06, |
| "loss": 0.0038, |
| "step": 13675 |
| }, |
| { |
| "epoch": 15.088105726872246, |
| "grad_norm": 0.11379621922969818, |
| "learning_rate": 6.461538461538463e-06, |
| "loss": 0.0049, |
| "step": 13700 |
| }, |
| { |
| "epoch": 15.115638766519824, |
| "grad_norm": 0.09332601726055145, |
| "learning_rate": 6.435897435897437e-06, |
| "loss": 0.0082, |
| "step": 13725 |
| }, |
| { |
| "epoch": 15.1431718061674, |
| "grad_norm": 0.029045449569821358, |
| "learning_rate": 6.410256410256412e-06, |
| "loss": 0.0054, |
| "step": 13750 |
| }, |
| { |
| "epoch": 15.170704845814978, |
| "grad_norm": 0.025950396433472633, |
| "learning_rate": 6.384615384615384e-06, |
| "loss": 0.0061, |
| "step": 13775 |
| }, |
| { |
| "epoch": 15.198237885462555, |
| "grad_norm": 0.09153343737125397, |
| "learning_rate": 6.358974358974359e-06, |
| "loss": 0.0064, |
| "step": 13800 |
| }, |
| { |
| "epoch": 15.225770925110131, |
| "grad_norm": 0.02982979267835617, |
| "learning_rate": 6.333333333333333e-06, |
| "loss": 0.0079, |
| "step": 13825 |
| }, |
| { |
| "epoch": 15.253303964757709, |
| "grad_norm": 0.3530775010585785, |
| "learning_rate": 6.307692307692308e-06, |
| "loss": 0.0075, |
| "step": 13850 |
| }, |
| { |
| "epoch": 15.280837004405287, |
| "grad_norm": 0.7259305715560913, |
| "learning_rate": 6.282051282051282e-06, |
| "loss": 0.0057, |
| "step": 13875 |
| }, |
| { |
| "epoch": 15.308370044052863, |
| "grad_norm": 0.04625716805458069, |
| "learning_rate": 6.256410256410257e-06, |
| "loss": 0.0051, |
| "step": 13900 |
| }, |
| { |
| "epoch": 15.33590308370044, |
| "grad_norm": 0.04628950357437134, |
| "learning_rate": 6.230769230769231e-06, |
| "loss": 0.0059, |
| "step": 13925 |
| }, |
| { |
| "epoch": 15.363436123348018, |
| "grad_norm": 0.020349033176898956, |
| "learning_rate": 6.205128205128206e-06, |
| "loss": 0.0088, |
| "step": 13950 |
| }, |
| { |
| "epoch": 15.390969162995594, |
| "grad_norm": 0.9620158672332764, |
| "learning_rate": 6.17948717948718e-06, |
| "loss": 0.006, |
| "step": 13975 |
| }, |
| { |
| "epoch": 15.418502202643172, |
| "grad_norm": 0.12168940901756287, |
| "learning_rate": 6.153846153846155e-06, |
| "loss": 0.0112, |
| "step": 14000 |
| }, |
| { |
| "epoch": 15.418502202643172, |
| "eval_cer": 24.93437116687492, |
| "eval_loss": 0.8769130110740662, |
| "eval_runtime": 1701.8659, |
| "eval_samples_per_second": 6.217, |
| "eval_steps_per_second": 1.555, |
| "eval_wer": 84.18670438472418, |
| "step": 14000 |
| }, |
| { |
| "epoch": 15.44603524229075, |
| "grad_norm": 0.0730656310915947, |
| "learning_rate": 6.128205128205129e-06, |
| "loss": 0.0051, |
| "step": 14025 |
| }, |
| { |
| "epoch": 15.473568281938325, |
| "grad_norm": 0.38274314999580383, |
| "learning_rate": 6.102564102564104e-06, |
| "loss": 0.0118, |
| "step": 14050 |
| }, |
| { |
| "epoch": 15.501101321585903, |
| "grad_norm": 0.6983866691589355, |
| "learning_rate": 6.076923076923077e-06, |
| "loss": 0.0126, |
| "step": 14075 |
| }, |
| { |
| "epoch": 15.52863436123348, |
| "grad_norm": 0.14446529746055603, |
| "learning_rate": 6.051282051282051e-06, |
| "loss": 0.0063, |
| "step": 14100 |
| }, |
| { |
| "epoch": 15.556167400881057, |
| "grad_norm": 0.03284487873315811, |
| "learning_rate": 6.025641025641026e-06, |
| "loss": 0.0072, |
| "step": 14125 |
| }, |
| { |
| "epoch": 15.583700440528634, |
| "grad_norm": 0.14825402200222015, |
| "learning_rate": 6e-06, |
| "loss": 0.0074, |
| "step": 14150 |
| }, |
| { |
| "epoch": 15.611233480176212, |
| "grad_norm": 0.08878491818904877, |
| "learning_rate": 5.974358974358975e-06, |
| "loss": 0.0067, |
| "step": 14175 |
| }, |
| { |
| "epoch": 15.638766519823788, |
| "grad_norm": 0.36057594418525696, |
| "learning_rate": 5.948717948717949e-06, |
| "loss": 0.0112, |
| "step": 14200 |
| }, |
| { |
| "epoch": 15.666299559471366, |
| "grad_norm": 0.09728468954563141, |
| "learning_rate": 5.923076923076924e-06, |
| "loss": 0.007, |
| "step": 14225 |
| }, |
| { |
| "epoch": 15.693832599118943, |
| "grad_norm": 0.2802368402481079, |
| "learning_rate": 5.897435897435898e-06, |
| "loss": 0.0065, |
| "step": 14250 |
| }, |
| { |
| "epoch": 15.72136563876652, |
| "grad_norm": 0.05950731784105301, |
| "learning_rate": 5.871794871794873e-06, |
| "loss": 0.0086, |
| "step": 14275 |
| }, |
| { |
| "epoch": 15.748898678414097, |
| "grad_norm": 0.025011401623487473, |
| "learning_rate": 5.846153846153847e-06, |
| "loss": 0.0042, |
| "step": 14300 |
| }, |
| { |
| "epoch": 15.776431718061675, |
| "grad_norm": 0.037724148482084274, |
| "learning_rate": 5.820512820512822e-06, |
| "loss": 0.0043, |
| "step": 14325 |
| }, |
| { |
| "epoch": 15.80396475770925, |
| "grad_norm": 0.05708827078342438, |
| "learning_rate": 5.794871794871796e-06, |
| "loss": 0.0051, |
| "step": 14350 |
| }, |
| { |
| "epoch": 15.831497797356828, |
| "grad_norm": 0.1876123994588852, |
| "learning_rate": 5.769230769230769e-06, |
| "loss": 0.0044, |
| "step": 14375 |
| }, |
| { |
| "epoch": 15.859030837004406, |
| "grad_norm": 0.059942033141851425, |
| "learning_rate": 5.743589743589743e-06, |
| "loss": 0.0049, |
| "step": 14400 |
| }, |
| { |
| "epoch": 15.886563876651982, |
| "grad_norm": 0.10881105065345764, |
| "learning_rate": 5.717948717948718e-06, |
| "loss": 0.0053, |
| "step": 14425 |
| }, |
| { |
| "epoch": 15.91409691629956, |
| "grad_norm": 0.22075070440769196, |
| "learning_rate": 5.692307692307692e-06, |
| "loss": 0.0055, |
| "step": 14450 |
| }, |
| { |
| "epoch": 15.941629955947137, |
| "grad_norm": 0.2150040864944458, |
| "learning_rate": 5.666666666666667e-06, |
| "loss": 0.0077, |
| "step": 14475 |
| }, |
| { |
| "epoch": 15.969162995594713, |
| "grad_norm": 0.259221613407135, |
| "learning_rate": 5.641025641025641e-06, |
| "loss": 0.0044, |
| "step": 14500 |
| }, |
| { |
| "epoch": 15.996696035242291, |
| "grad_norm": 0.08321662992238998, |
| "learning_rate": 5.615384615384616e-06, |
| "loss": 0.0052, |
| "step": 14525 |
| }, |
| { |
| "epoch": 16.024229074889867, |
| "grad_norm": 0.07159877568483353, |
| "learning_rate": 5.58974358974359e-06, |
| "loss": 0.0043, |
| "step": 14550 |
| }, |
| { |
| "epoch": 16.051762114537446, |
| "grad_norm": 0.04299210384488106, |
| "learning_rate": 5.564102564102565e-06, |
| "loss": 0.0061, |
| "step": 14575 |
| }, |
| { |
| "epoch": 16.079295154185022, |
| "grad_norm": 0.013192574493587017, |
| "learning_rate": 5.538461538461539e-06, |
| "loss": 0.0069, |
| "step": 14600 |
| }, |
| { |
| "epoch": 16.106828193832598, |
| "grad_norm": 0.027391914278268814, |
| "learning_rate": 5.512820512820514e-06, |
| "loss": 0.0038, |
| "step": 14625 |
| }, |
| { |
| "epoch": 16.134361233480178, |
| "grad_norm": 0.04832287132740021, |
| "learning_rate": 5.487179487179488e-06, |
| "loss": 0.0048, |
| "step": 14650 |
| }, |
| { |
| "epoch": 16.161894273127754, |
| "grad_norm": 0.18682819604873657, |
| "learning_rate": 5.461538461538461e-06, |
| "loss": 0.0039, |
| "step": 14675 |
| }, |
| { |
| "epoch": 16.18942731277533, |
| "grad_norm": 0.0538317896425724, |
| "learning_rate": 5.435897435897436e-06, |
| "loss": 0.0061, |
| "step": 14700 |
| }, |
| { |
| "epoch": 16.21696035242291, |
| "grad_norm": 0.024896269664168358, |
| "learning_rate": 5.41025641025641e-06, |
| "loss": 0.0063, |
| "step": 14725 |
| }, |
| { |
| "epoch": 16.244493392070485, |
| "grad_norm": 0.0841188058257103, |
| "learning_rate": 5.384615384615385e-06, |
| "loss": 0.0033, |
| "step": 14750 |
| }, |
| { |
| "epoch": 16.27202643171806, |
| "grad_norm": 0.04172555357217789, |
| "learning_rate": 5.358974358974359e-06, |
| "loss": 0.0057, |
| "step": 14775 |
| }, |
| { |
| "epoch": 16.29955947136564, |
| "grad_norm": 0.026171807199716568, |
| "learning_rate": 5.333333333333334e-06, |
| "loss": 0.0056, |
| "step": 14800 |
| }, |
| { |
| "epoch": 16.327092511013216, |
| "grad_norm": 0.3256167471408844, |
| "learning_rate": 5.307692307692308e-06, |
| "loss": 0.0065, |
| "step": 14825 |
| }, |
| { |
| "epoch": 16.354625550660792, |
| "grad_norm": 0.08626765012741089, |
| "learning_rate": 5.282051282051283e-06, |
| "loss": 0.0031, |
| "step": 14850 |
| }, |
| { |
| "epoch": 16.38215859030837, |
| "grad_norm": 0.02025369182229042, |
| "learning_rate": 5.256410256410257e-06, |
| "loss": 0.0052, |
| "step": 14875 |
| }, |
| { |
| "epoch": 16.409691629955947, |
| "grad_norm": 0.030549725517630577, |
| "learning_rate": 5.230769230769232e-06, |
| "loss": 0.0045, |
| "step": 14900 |
| }, |
| { |
| "epoch": 16.437224669603523, |
| "grad_norm": 0.03368716686964035, |
| "learning_rate": 5.205128205128206e-06, |
| "loss": 0.0043, |
| "step": 14925 |
| }, |
| { |
| "epoch": 16.464757709251103, |
| "grad_norm": 0.35517045855522156, |
| "learning_rate": 5.179487179487181e-06, |
| "loss": 0.0065, |
| "step": 14950 |
| }, |
| { |
| "epoch": 16.49229074889868, |
| "grad_norm": 0.01714472658932209, |
| "learning_rate": 5.1538461538461534e-06, |
| "loss": 0.0063, |
| "step": 14975 |
| }, |
| { |
| "epoch": 16.519823788546255, |
| "grad_norm": 1.1677449941635132, |
| "learning_rate": 5.128205128205128e-06, |
| "loss": 0.0109, |
| "step": 15000 |
| }, |
| { |
| "epoch": 16.519823788546255, |
| "eval_cer": 24.621416207169304, |
| "eval_loss": 0.8773795962333679, |
| "eval_runtime": 1704.8877, |
| "eval_samples_per_second": 6.206, |
| "eval_steps_per_second": 1.552, |
| "eval_wer": 84.67703913248468, |
| "step": 15000 |
| }, |
| { |
| "epoch": 16.547356828193834, |
| "grad_norm": 0.10291285067796707, |
| "learning_rate": 5.1025641025641024e-06, |
| "loss": 0.0041, |
| "step": 15025 |
| }, |
| { |
| "epoch": 16.57488986784141, |
| "grad_norm": 0.1358381062746048, |
| "learning_rate": 5.076923076923077e-06, |
| "loss": 0.0066, |
| "step": 15050 |
| }, |
| { |
| "epoch": 16.602422907488986, |
| "grad_norm": 0.020193297415971756, |
| "learning_rate": 5.051282051282051e-06, |
| "loss": 0.0054, |
| "step": 15075 |
| }, |
| { |
| "epoch": 16.629955947136565, |
| "grad_norm": 0.03404547646641731, |
| "learning_rate": 5.025641025641026e-06, |
| "loss": 0.003, |
| "step": 15100 |
| }, |
| { |
| "epoch": 16.65748898678414, |
| "grad_norm": 0.07087010145187378, |
| "learning_rate": 5e-06, |
| "loss": 0.0043, |
| "step": 15125 |
| }, |
| { |
| "epoch": 16.685022026431717, |
| "grad_norm": 0.01731196418404579, |
| "learning_rate": 4.974358974358975e-06, |
| "loss": 0.0054, |
| "step": 15150 |
| }, |
| { |
| "epoch": 16.712555066079297, |
| "grad_norm": 0.3552390933036804, |
| "learning_rate": 4.948717948717949e-06, |
| "loss": 0.0056, |
| "step": 15175 |
| }, |
| { |
| "epoch": 16.740088105726873, |
| "grad_norm": 0.626363217830658, |
| "learning_rate": 4.923076923076924e-06, |
| "loss": 0.0079, |
| "step": 15200 |
| }, |
| { |
| "epoch": 16.76762114537445, |
| "grad_norm": 0.0181206613779068, |
| "learning_rate": 4.8974358974358975e-06, |
| "loss": 0.006, |
| "step": 15225 |
| }, |
| { |
| "epoch": 16.795154185022028, |
| "grad_norm": 0.09998787939548492, |
| "learning_rate": 4.871794871794872e-06, |
| "loss": 0.0055, |
| "step": 15250 |
| }, |
| { |
| "epoch": 16.822687224669604, |
| "grad_norm": 0.1320696324110031, |
| "learning_rate": 4.8461538461538465e-06, |
| "loss": 0.004, |
| "step": 15275 |
| }, |
| { |
| "epoch": 16.85022026431718, |
| "grad_norm": 0.09725293517112732, |
| "learning_rate": 4.820512820512821e-06, |
| "loss": 0.0047, |
| "step": 15300 |
| }, |
| { |
| "epoch": 16.87775330396476, |
| "grad_norm": 0.11701034754514694, |
| "learning_rate": 4.7948717948717955e-06, |
| "loss": 0.0038, |
| "step": 15325 |
| }, |
| { |
| "epoch": 16.905286343612335, |
| "grad_norm": 0.046660326421260834, |
| "learning_rate": 4.76923076923077e-06, |
| "loss": 0.0052, |
| "step": 15350 |
| }, |
| { |
| "epoch": 16.93281938325991, |
| "grad_norm": 0.03657762333750725, |
| "learning_rate": 4.743589743589744e-06, |
| "loss": 0.004, |
| "step": 15375 |
| }, |
| { |
| "epoch": 16.96035242290749, |
| "grad_norm": 0.13504423201084137, |
| "learning_rate": 4.717948717948718e-06, |
| "loss": 0.0038, |
| "step": 15400 |
| }, |
| { |
| "epoch": 16.987885462555067, |
| "grad_norm": 0.08526286482810974, |
| "learning_rate": 4.692307692307693e-06, |
| "loss": 0.0066, |
| "step": 15425 |
| }, |
| { |
| "epoch": 17.015418502202643, |
| "grad_norm": 0.02115774340927601, |
| "learning_rate": 4.666666666666667e-06, |
| "loss": 0.0046, |
| "step": 15450 |
| }, |
| { |
| "epoch": 17.042951541850222, |
| "grad_norm": 0.2753286063671112, |
| "learning_rate": 4.641025641025642e-06, |
| "loss": 0.0045, |
| "step": 15475 |
| }, |
| { |
| "epoch": 17.070484581497798, |
| "grad_norm": 0.03063320554792881, |
| "learning_rate": 4.615384615384616e-06, |
| "loss": 0.0045, |
| "step": 15500 |
| }, |
| { |
| "epoch": 17.098017621145374, |
| "grad_norm": 0.010663969442248344, |
| "learning_rate": 4.58974358974359e-06, |
| "loss": 0.003, |
| "step": 15525 |
| }, |
| { |
| "epoch": 17.125550660792953, |
| "grad_norm": 0.22800272703170776, |
| "learning_rate": 4.564102564102564e-06, |
| "loss": 0.002, |
| "step": 15550 |
| }, |
| { |
| "epoch": 17.15308370044053, |
| "grad_norm": 0.22873614728450775, |
| "learning_rate": 4.538461538461539e-06, |
| "loss": 0.002, |
| "step": 15575 |
| }, |
| { |
| "epoch": 17.180616740088105, |
| "grad_norm": 0.011216685175895691, |
| "learning_rate": 4.512820512820513e-06, |
| "loss": 0.0032, |
| "step": 15600 |
| }, |
| { |
| "epoch": 17.208149779735685, |
| "grad_norm": 0.4962778091430664, |
| "learning_rate": 4.487179487179488e-06, |
| "loss": 0.0038, |
| "step": 15625 |
| }, |
| { |
| "epoch": 17.23568281938326, |
| "grad_norm": 0.023572538048028946, |
| "learning_rate": 4.461538461538462e-06, |
| "loss": 0.0031, |
| "step": 15650 |
| }, |
| { |
| "epoch": 17.263215859030836, |
| "grad_norm": 0.032316386699676514, |
| "learning_rate": 4.435897435897436e-06, |
| "loss": 0.0024, |
| "step": 15675 |
| }, |
| { |
| "epoch": 17.290748898678412, |
| "grad_norm": 0.025533461943268776, |
| "learning_rate": 4.4102564102564104e-06, |
| "loss": 0.0024, |
| "step": 15700 |
| }, |
| { |
| "epoch": 17.318281938325992, |
| "grad_norm": 0.02447574771940708, |
| "learning_rate": 4.384615384615385e-06, |
| "loss": 0.0057, |
| "step": 15725 |
| }, |
| { |
| "epoch": 17.345814977973568, |
| "grad_norm": 0.021540969610214233, |
| "learning_rate": 4.358974358974359e-06, |
| "loss": 0.0035, |
| "step": 15750 |
| }, |
| { |
| "epoch": 17.373348017621144, |
| "grad_norm": 0.022210588678717613, |
| "learning_rate": 4.333333333333334e-06, |
| "loss": 0.0029, |
| "step": 15775 |
| }, |
| { |
| "epoch": 17.400881057268723, |
| "grad_norm": 0.01674061268568039, |
| "learning_rate": 4.307692307692308e-06, |
| "loss": 0.0037, |
| "step": 15800 |
| }, |
| { |
| "epoch": 17.4284140969163, |
| "grad_norm": 0.013861955143511295, |
| "learning_rate": 4.282051282051282e-06, |
| "loss": 0.0023, |
| "step": 15825 |
| }, |
| { |
| "epoch": 17.455947136563875, |
| "grad_norm": 0.023190615698695183, |
| "learning_rate": 4.2564102564102566e-06, |
| "loss": 0.0045, |
| "step": 15850 |
| }, |
| { |
| "epoch": 17.483480176211454, |
| "grad_norm": 0.015583349391818047, |
| "learning_rate": 4.230769230769231e-06, |
| "loss": 0.0037, |
| "step": 15875 |
| }, |
| { |
| "epoch": 17.51101321585903, |
| "grad_norm": 0.013716256245970726, |
| "learning_rate": 4.2051282051282055e-06, |
| "loss": 0.0035, |
| "step": 15900 |
| }, |
| { |
| "epoch": 17.538546255506606, |
| "grad_norm": 0.016609976068139076, |
| "learning_rate": 4.17948717948718e-06, |
| "loss": 0.0041, |
| "step": 15925 |
| }, |
| { |
| "epoch": 17.566079295154186, |
| "grad_norm": 0.01952126808464527, |
| "learning_rate": 4.1538461538461545e-06, |
| "loss": 0.0037, |
| "step": 15950 |
| }, |
| { |
| "epoch": 17.59361233480176, |
| "grad_norm": 0.17321471869945526, |
| "learning_rate": 4.128205128205128e-06, |
| "loss": 0.0039, |
| "step": 15975 |
| }, |
| { |
| "epoch": 17.621145374449338, |
| "grad_norm": 0.01522456482052803, |
| "learning_rate": 4.102564102564103e-06, |
| "loss": 0.0032, |
| "step": 16000 |
| }, |
| { |
| "epoch": 17.621145374449338, |
| "eval_cer": 23.317437208395905, |
| "eval_loss": 0.8810132741928101, |
| "eval_runtime": 1715.3061, |
| "eval_samples_per_second": 6.169, |
| "eval_steps_per_second": 1.543, |
| "eval_wer": 82.65912305516267, |
| "step": 16000 |
| }, |
| { |
| "epoch": 17.648678414096917, |
| "grad_norm": 0.30109259486198425, |
| "learning_rate": 4.076923076923077e-06, |
| "loss": 0.0026, |
| "step": 16025 |
| }, |
| { |
| "epoch": 17.676211453744493, |
| "grad_norm": 0.06414441019296646, |
| "learning_rate": 4.051282051282052e-06, |
| "loss": 0.0032, |
| "step": 16050 |
| }, |
| { |
| "epoch": 17.70374449339207, |
| "grad_norm": 0.12120723724365234, |
| "learning_rate": 4.025641025641026e-06, |
| "loss": 0.0026, |
| "step": 16075 |
| }, |
| { |
| "epoch": 17.73127753303965, |
| "grad_norm": 0.19122646749019623, |
| "learning_rate": 4.000000000000001e-06, |
| "loss": 0.0039, |
| "step": 16100 |
| }, |
| { |
| "epoch": 17.758810572687224, |
| "grad_norm": 0.03467703238129616, |
| "learning_rate": 3.974358974358974e-06, |
| "loss": 0.0027, |
| "step": 16125 |
| }, |
| { |
| "epoch": 17.7863436123348, |
| "grad_norm": 0.01050791796296835, |
| "learning_rate": 3.948717948717949e-06, |
| "loss": 0.0024, |
| "step": 16150 |
| }, |
| { |
| "epoch": 17.81387665198238, |
| "grad_norm": 0.01552590075880289, |
| "learning_rate": 3.923076923076923e-06, |
| "loss": 0.003, |
| "step": 16175 |
| }, |
| { |
| "epoch": 17.841409691629956, |
| "grad_norm": 0.021685760468244553, |
| "learning_rate": 3.897435897435898e-06, |
| "loss": 0.0028, |
| "step": 16200 |
| }, |
| { |
| "epoch": 17.86894273127753, |
| "grad_norm": 0.012615197338163853, |
| "learning_rate": 3.871794871794872e-06, |
| "loss": 0.0018, |
| "step": 16225 |
| }, |
| { |
| "epoch": 17.89647577092511, |
| "grad_norm": 0.024285893887281418, |
| "learning_rate": 3.846153846153847e-06, |
| "loss": 0.0034, |
| "step": 16250 |
| }, |
| { |
| "epoch": 17.924008810572687, |
| "grad_norm": 0.019548427313566208, |
| "learning_rate": 3.8205128205128204e-06, |
| "loss": 0.0046, |
| "step": 16275 |
| }, |
| { |
| "epoch": 17.951541850220263, |
| "grad_norm": 0.014185987412929535, |
| "learning_rate": 3.794871794871795e-06, |
| "loss": 0.0042, |
| "step": 16300 |
| }, |
| { |
| "epoch": 17.979074889867842, |
| "grad_norm": 0.2013942152261734, |
| "learning_rate": 3.7692307692307694e-06, |
| "loss": 0.0025, |
| "step": 16325 |
| }, |
| { |
| "epoch": 18.006607929515418, |
| "grad_norm": 0.01142708957195282, |
| "learning_rate": 3.743589743589744e-06, |
| "loss": 0.0028, |
| "step": 16350 |
| }, |
| { |
| "epoch": 18.034140969162994, |
| "grad_norm": 0.1827182024717331, |
| "learning_rate": 3.7179487179487184e-06, |
| "loss": 0.0027, |
| "step": 16375 |
| }, |
| { |
| "epoch": 18.061674008810574, |
| "grad_norm": 0.008858841843903065, |
| "learning_rate": 3.692307692307693e-06, |
| "loss": 0.0022, |
| "step": 16400 |
| }, |
| { |
| "epoch": 18.08920704845815, |
| "grad_norm": 0.037348657846450806, |
| "learning_rate": 3.6666666666666666e-06, |
| "loss": 0.004, |
| "step": 16425 |
| }, |
| { |
| "epoch": 18.116740088105725, |
| "grad_norm": 0.014842098578810692, |
| "learning_rate": 3.641025641025641e-06, |
| "loss": 0.003, |
| "step": 16450 |
| }, |
| { |
| "epoch": 18.144273127753305, |
| "grad_norm": 0.012190734967589378, |
| "learning_rate": 3.6153846153846156e-06, |
| "loss": 0.0047, |
| "step": 16475 |
| }, |
| { |
| "epoch": 18.17180616740088, |
| "grad_norm": 0.010254699736833572, |
| "learning_rate": 3.58974358974359e-06, |
| "loss": 0.0018, |
| "step": 16500 |
| }, |
| { |
| "epoch": 18.199339207048457, |
| "grad_norm": 0.012803646735846996, |
| "learning_rate": 3.5641025641025646e-06, |
| "loss": 0.0018, |
| "step": 16525 |
| }, |
| { |
| "epoch": 18.226872246696036, |
| "grad_norm": 0.010007087141275406, |
| "learning_rate": 3.538461538461539e-06, |
| "loss": 0.0037, |
| "step": 16550 |
| }, |
| { |
| "epoch": 18.254405286343612, |
| "grad_norm": 0.010007468052208424, |
| "learning_rate": 3.5128205128205127e-06, |
| "loss": 0.0017, |
| "step": 16575 |
| }, |
| { |
| "epoch": 18.281938325991188, |
| "grad_norm": 0.021304214373230934, |
| "learning_rate": 3.487179487179487e-06, |
| "loss": 0.0017, |
| "step": 16600 |
| }, |
| { |
| "epoch": 18.309471365638768, |
| "grad_norm": 0.00610103365033865, |
| "learning_rate": 3.4615384615384617e-06, |
| "loss": 0.0017, |
| "step": 16625 |
| }, |
| { |
| "epoch": 18.337004405286343, |
| "grad_norm": 0.17184419929981232, |
| "learning_rate": 3.435897435897436e-06, |
| "loss": 0.0023, |
| "step": 16650 |
| }, |
| { |
| "epoch": 18.36453744493392, |
| "grad_norm": 0.010224095545709133, |
| "learning_rate": 3.4102564102564107e-06, |
| "loss": 0.0028, |
| "step": 16675 |
| }, |
| { |
| "epoch": 18.3920704845815, |
| "grad_norm": 0.016741087660193443, |
| "learning_rate": 3.384615384615385e-06, |
| "loss": 0.002, |
| "step": 16700 |
| }, |
| { |
| "epoch": 18.419603524229075, |
| "grad_norm": 0.01324927993118763, |
| "learning_rate": 3.358974358974359e-06, |
| "loss": 0.0017, |
| "step": 16725 |
| }, |
| { |
| "epoch": 18.44713656387665, |
| "grad_norm": 0.14577801525592804, |
| "learning_rate": 3.3333333333333333e-06, |
| "loss": 0.0025, |
| "step": 16750 |
| }, |
| { |
| "epoch": 18.47466960352423, |
| "grad_norm": 0.0260769035667181, |
| "learning_rate": 3.307692307692308e-06, |
| "loss": 0.0018, |
| "step": 16775 |
| }, |
| { |
| "epoch": 18.502202643171806, |
| "grad_norm": 0.01632179506123066, |
| "learning_rate": 3.2820512820512823e-06, |
| "loss": 0.0041, |
| "step": 16800 |
| }, |
| { |
| "epoch": 18.529735682819382, |
| "grad_norm": 0.014896622858941555, |
| "learning_rate": 3.256410256410257e-06, |
| "loss": 0.0018, |
| "step": 16825 |
| }, |
| { |
| "epoch": 18.55726872246696, |
| "grad_norm": 0.014535325579345226, |
| "learning_rate": 3.2307692307692313e-06, |
| "loss": 0.0022, |
| "step": 16850 |
| }, |
| { |
| "epoch": 18.584801762114537, |
| "grad_norm": 0.011787498369812965, |
| "learning_rate": 3.205128205128206e-06, |
| "loss": 0.0016, |
| "step": 16875 |
| }, |
| { |
| "epoch": 18.612334801762113, |
| "grad_norm": 0.04083514213562012, |
| "learning_rate": 3.1794871794871795e-06, |
| "loss": 0.0017, |
| "step": 16900 |
| }, |
| { |
| "epoch": 18.639867841409693, |
| "grad_norm": 0.16764149069786072, |
| "learning_rate": 3.153846153846154e-06, |
| "loss": 0.0024, |
| "step": 16925 |
| }, |
| { |
| "epoch": 18.66740088105727, |
| "grad_norm": 0.008704649284482002, |
| "learning_rate": 3.1282051282051284e-06, |
| "loss": 0.0015, |
| "step": 16950 |
| }, |
| { |
| "epoch": 18.694933920704845, |
| "grad_norm": 0.007399390451610088, |
| "learning_rate": 3.102564102564103e-06, |
| "loss": 0.0014, |
| "step": 16975 |
| }, |
| { |
| "epoch": 18.722466960352424, |
| "grad_norm": 0.016065089032053947, |
| "learning_rate": 3.0769230769230774e-06, |
| "loss": 0.0017, |
| "step": 17000 |
| }, |
| { |
| "epoch": 18.722466960352424, |
| "eval_cer": 22.853163367074387, |
| "eval_loss": 0.8870487809181213, |
| "eval_runtime": 1702.6926, |
| "eval_samples_per_second": 6.214, |
| "eval_steps_per_second": 1.554, |
| "eval_wer": 82.998585572843, |
| "step": 17000 |
| }, |
| { |
| "epoch": 18.75, |
| "grad_norm": 0.04777693375945091, |
| "learning_rate": 3.051282051282052e-06, |
| "loss": 0.0023, |
| "step": 17025 |
| }, |
| { |
| "epoch": 18.777533039647576, |
| "grad_norm": 0.012851621024310589, |
| "learning_rate": 3.0256410256410256e-06, |
| "loss": 0.0016, |
| "step": 17050 |
| }, |
| { |
| "epoch": 18.805066079295155, |
| "grad_norm": 0.07990699261426926, |
| "learning_rate": 3e-06, |
| "loss": 0.0016, |
| "step": 17075 |
| }, |
| { |
| "epoch": 18.83259911894273, |
| "grad_norm": 0.011805381625890732, |
| "learning_rate": 2.9743589743589746e-06, |
| "loss": 0.0027, |
| "step": 17100 |
| }, |
| { |
| "epoch": 18.860132158590307, |
| "grad_norm": 0.14670372009277344, |
| "learning_rate": 2.948717948717949e-06, |
| "loss": 0.0026, |
| "step": 17125 |
| }, |
| { |
| "epoch": 18.887665198237887, |
| "grad_norm": 0.023519041016697884, |
| "learning_rate": 2.9230769230769236e-06, |
| "loss": 0.0028, |
| "step": 17150 |
| }, |
| { |
| "epoch": 18.915198237885463, |
| "grad_norm": 0.021847659721970558, |
| "learning_rate": 2.897435897435898e-06, |
| "loss": 0.0015, |
| "step": 17175 |
| }, |
| { |
| "epoch": 18.94273127753304, |
| "grad_norm": 0.013796437531709671, |
| "learning_rate": 2.8717948717948717e-06, |
| "loss": 0.0023, |
| "step": 17200 |
| }, |
| { |
| "epoch": 18.970264317180618, |
| "grad_norm": 0.1518554836511612, |
| "learning_rate": 2.846153846153846e-06, |
| "loss": 0.0016, |
| "step": 17225 |
| }, |
| { |
| "epoch": 18.997797356828194, |
| "grad_norm": 0.012883415445685387, |
| "learning_rate": 2.8205128205128207e-06, |
| "loss": 0.0019, |
| "step": 17250 |
| }, |
| { |
| "epoch": 19.02533039647577, |
| "grad_norm": 0.01099941972643137, |
| "learning_rate": 2.794871794871795e-06, |
| "loss": 0.0022, |
| "step": 17275 |
| }, |
| { |
| "epoch": 19.05286343612335, |
| "grad_norm": 0.006992665119469166, |
| "learning_rate": 2.7692307692307697e-06, |
| "loss": 0.0011, |
| "step": 17300 |
| }, |
| { |
| "epoch": 19.080396475770925, |
| "grad_norm": 0.012264972552657127, |
| "learning_rate": 2.743589743589744e-06, |
| "loss": 0.0014, |
| "step": 17325 |
| }, |
| { |
| "epoch": 19.1079295154185, |
| "grad_norm": 0.04312492161989212, |
| "learning_rate": 2.717948717948718e-06, |
| "loss": 0.0012, |
| "step": 17350 |
| }, |
| { |
| "epoch": 19.13546255506608, |
| "grad_norm": 0.008214226923882961, |
| "learning_rate": 2.6923076923076923e-06, |
| "loss": 0.0011, |
| "step": 17375 |
| }, |
| { |
| "epoch": 19.162995594713657, |
| "grad_norm": 0.009182457812130451, |
| "learning_rate": 2.666666666666667e-06, |
| "loss": 0.0011, |
| "step": 17400 |
| }, |
| { |
| "epoch": 19.190528634361232, |
| "grad_norm": 0.009743117727339268, |
| "learning_rate": 2.6410256410256413e-06, |
| "loss": 0.001, |
| "step": 17425 |
| }, |
| { |
| "epoch": 19.218061674008812, |
| "grad_norm": 0.011959163472056389, |
| "learning_rate": 2.615384615384616e-06, |
| "loss": 0.001, |
| "step": 17450 |
| }, |
| { |
| "epoch": 19.245594713656388, |
| "grad_norm": 0.033681828528642654, |
| "learning_rate": 2.5897435897435903e-06, |
| "loss": 0.0019, |
| "step": 17475 |
| }, |
| { |
| "epoch": 19.273127753303964, |
| "grad_norm": 0.012354315258562565, |
| "learning_rate": 2.564102564102564e-06, |
| "loss": 0.0028, |
| "step": 17500 |
| }, |
| { |
| "epoch": 19.300660792951543, |
| "grad_norm": 0.01059970073401928, |
| "learning_rate": 2.5384615384615385e-06, |
| "loss": 0.0018, |
| "step": 17525 |
| }, |
| { |
| "epoch": 19.32819383259912, |
| "grad_norm": 0.007629127707332373, |
| "learning_rate": 2.512820512820513e-06, |
| "loss": 0.001, |
| "step": 17550 |
| }, |
| { |
| "epoch": 19.355726872246695, |
| "grad_norm": 0.0125362453982234, |
| "learning_rate": 2.4871794871794875e-06, |
| "loss": 0.001, |
| "step": 17575 |
| }, |
| { |
| "epoch": 19.383259911894275, |
| "grad_norm": 0.01261002104729414, |
| "learning_rate": 2.461538461538462e-06, |
| "loss": 0.0014, |
| "step": 17600 |
| }, |
| { |
| "epoch": 19.41079295154185, |
| "grad_norm": 0.010447504930198193, |
| "learning_rate": 2.435897435897436e-06, |
| "loss": 0.0021, |
| "step": 17625 |
| }, |
| { |
| "epoch": 19.438325991189426, |
| "grad_norm": 0.009724145755171776, |
| "learning_rate": 2.4102564102564105e-06, |
| "loss": 0.0021, |
| "step": 17650 |
| }, |
| { |
| "epoch": 19.465859030837006, |
| "grad_norm": 0.008591737598180771, |
| "learning_rate": 2.384615384615385e-06, |
| "loss": 0.0013, |
| "step": 17675 |
| }, |
| { |
| "epoch": 19.493392070484582, |
| "grad_norm": 0.008385499939322472, |
| "learning_rate": 2.358974358974359e-06, |
| "loss": 0.0017, |
| "step": 17700 |
| }, |
| { |
| "epoch": 19.520925110132158, |
| "grad_norm": 0.04597390815615654, |
| "learning_rate": 2.3333333333333336e-06, |
| "loss": 0.0013, |
| "step": 17725 |
| }, |
| { |
| "epoch": 19.548458149779737, |
| "grad_norm": 0.00930617842823267, |
| "learning_rate": 2.307692307692308e-06, |
| "loss": 0.0016, |
| "step": 17750 |
| }, |
| { |
| "epoch": 19.575991189427313, |
| "grad_norm": 0.009862055070698261, |
| "learning_rate": 2.282051282051282e-06, |
| "loss": 0.0014, |
| "step": 17775 |
| }, |
| { |
| "epoch": 19.60352422907489, |
| "grad_norm": 0.01388918049633503, |
| "learning_rate": 2.2564102564102566e-06, |
| "loss": 0.0011, |
| "step": 17800 |
| }, |
| { |
| "epoch": 19.63105726872247, |
| "grad_norm": 0.010380508378148079, |
| "learning_rate": 2.230769230769231e-06, |
| "loss": 0.0022, |
| "step": 17825 |
| }, |
| { |
| "epoch": 19.658590308370044, |
| "grad_norm": 0.003493061987683177, |
| "learning_rate": 2.2051282051282052e-06, |
| "loss": 0.001, |
| "step": 17850 |
| }, |
| { |
| "epoch": 19.68612334801762, |
| "grad_norm": 0.00607143621891737, |
| "learning_rate": 2.1794871794871797e-06, |
| "loss": 0.0016, |
| "step": 17875 |
| }, |
| { |
| "epoch": 19.7136563876652, |
| "grad_norm": 0.007698683068156242, |
| "learning_rate": 2.153846153846154e-06, |
| "loss": 0.0029, |
| "step": 17900 |
| }, |
| { |
| "epoch": 19.741189427312776, |
| "grad_norm": 0.007107453886419535, |
| "learning_rate": 2.1282051282051283e-06, |
| "loss": 0.0018, |
| "step": 17925 |
| }, |
| { |
| "epoch": 19.76872246696035, |
| "grad_norm": 0.0059033227153122425, |
| "learning_rate": 2.1025641025641028e-06, |
| "loss": 0.001, |
| "step": 17950 |
| }, |
| { |
| "epoch": 19.79625550660793, |
| "grad_norm": 0.005275961942970753, |
| "learning_rate": 2.0769230769230773e-06, |
| "loss": 0.0026, |
| "step": 17975 |
| }, |
| { |
| "epoch": 19.823788546255507, |
| "grad_norm": 0.016638007014989853, |
| "learning_rate": 2.0512820512820513e-06, |
| "loss": 0.0019, |
| "step": 18000 |
| }, |
| { |
| "epoch": 19.823788546255507, |
| "eval_cer": 22.66344158747263, |
| "eval_loss": 0.8900153040885925, |
| "eval_runtime": 1717.0751, |
| "eval_samples_per_second": 6.162, |
| "eval_steps_per_second": 1.541, |
| "eval_wer": 82.50825082508251, |
| "step": 18000 |
| }, |
| { |
| "epoch": 19.851321585903083, |
| "grad_norm": 0.0051730177365243435, |
| "learning_rate": 2.025641025641026e-06, |
| "loss": 0.0013, |
| "step": 18025 |
| }, |
| { |
| "epoch": 19.878854625550662, |
| "grad_norm": 0.00516405189409852, |
| "learning_rate": 2.0000000000000003e-06, |
| "loss": 0.0018, |
| "step": 18050 |
| }, |
| { |
| "epoch": 19.90638766519824, |
| "grad_norm": 0.006816135719418526, |
| "learning_rate": 1.9743589743589744e-06, |
| "loss": 0.001, |
| "step": 18075 |
| }, |
| { |
| "epoch": 19.933920704845814, |
| "grad_norm": 0.005780714098364115, |
| "learning_rate": 1.948717948717949e-06, |
| "loss": 0.0009, |
| "step": 18100 |
| }, |
| { |
| "epoch": 19.961453744493394, |
| "grad_norm": 0.007895824499428272, |
| "learning_rate": 1.9230769230769234e-06, |
| "loss": 0.0011, |
| "step": 18125 |
| }, |
| { |
| "epoch": 19.98898678414097, |
| "grad_norm": 0.00839215237647295, |
| "learning_rate": 1.8974358974358975e-06, |
| "loss": 0.0011, |
| "step": 18150 |
| }, |
| { |
| "epoch": 20.016519823788546, |
| "grad_norm": 0.0035141175612807274, |
| "learning_rate": 1.871794871794872e-06, |
| "loss": 0.0011, |
| "step": 18175 |
| }, |
| { |
| "epoch": 20.044052863436125, |
| "grad_norm": 0.008937545120716095, |
| "learning_rate": 1.8461538461538465e-06, |
| "loss": 0.0009, |
| "step": 18200 |
| }, |
| { |
| "epoch": 20.0715859030837, |
| "grad_norm": 0.0037842292804270983, |
| "learning_rate": 1.8205128205128205e-06, |
| "loss": 0.0011, |
| "step": 18225 |
| }, |
| { |
| "epoch": 20.099118942731277, |
| "grad_norm": 0.003870155429467559, |
| "learning_rate": 1.794871794871795e-06, |
| "loss": 0.0009, |
| "step": 18250 |
| }, |
| { |
| "epoch": 20.126651982378856, |
| "grad_norm": 0.003817240707576275, |
| "learning_rate": 1.7692307692307695e-06, |
| "loss": 0.0009, |
| "step": 18275 |
| }, |
| { |
| "epoch": 20.154185022026432, |
| "grad_norm": 0.007133571431040764, |
| "learning_rate": 1.7435897435897436e-06, |
| "loss": 0.0008, |
| "step": 18300 |
| }, |
| { |
| "epoch": 20.181718061674008, |
| "grad_norm": 0.011461510322988033, |
| "learning_rate": 1.717948717948718e-06, |
| "loss": 0.0007, |
| "step": 18325 |
| }, |
| { |
| "epoch": 20.209251101321588, |
| "grad_norm": 0.003969813231378794, |
| "learning_rate": 1.6923076923076926e-06, |
| "loss": 0.001, |
| "step": 18350 |
| }, |
| { |
| "epoch": 20.236784140969164, |
| "grad_norm": 0.007272036280483007, |
| "learning_rate": 1.6666666666666667e-06, |
| "loss": 0.001, |
| "step": 18375 |
| }, |
| { |
| "epoch": 20.26431718061674, |
| "grad_norm": 0.006936676800251007, |
| "learning_rate": 1.6410256410256412e-06, |
| "loss": 0.0009, |
| "step": 18400 |
| }, |
| { |
| "epoch": 20.291850220264315, |
| "grad_norm": 0.005403169430792332, |
| "learning_rate": 1.6153846153846157e-06, |
| "loss": 0.0007, |
| "step": 18425 |
| }, |
| { |
| "epoch": 20.319383259911895, |
| "grad_norm": 0.009516764432191849, |
| "learning_rate": 1.5897435897435897e-06, |
| "loss": 0.0029, |
| "step": 18450 |
| }, |
| { |
| "epoch": 20.34691629955947, |
| "grad_norm": 0.003727905685082078, |
| "learning_rate": 1.5641025641025642e-06, |
| "loss": 0.0008, |
| "step": 18475 |
| }, |
| { |
| "epoch": 20.374449339207047, |
| "grad_norm": 0.006022660061717033, |
| "learning_rate": 1.5384615384615387e-06, |
| "loss": 0.002, |
| "step": 18500 |
| }, |
| { |
| "epoch": 20.401982378854626, |
| "grad_norm": 0.004205208737403154, |
| "learning_rate": 1.5128205128205128e-06, |
| "loss": 0.001, |
| "step": 18525 |
| }, |
| { |
| "epoch": 20.429515418502202, |
| "grad_norm": 0.10070935636758804, |
| "learning_rate": 1.4871794871794873e-06, |
| "loss": 0.0009, |
| "step": 18550 |
| }, |
| { |
| "epoch": 20.457048458149778, |
| "grad_norm": 0.004871605895459652, |
| "learning_rate": 1.4615384615384618e-06, |
| "loss": 0.0009, |
| "step": 18575 |
| }, |
| { |
| "epoch": 20.484581497797357, |
| "grad_norm": 0.005528348032385111, |
| "learning_rate": 1.4358974358974359e-06, |
| "loss": 0.0008, |
| "step": 18600 |
| }, |
| { |
| "epoch": 20.512114537444933, |
| "grad_norm": 0.007922505959868431, |
| "learning_rate": 1.4102564102564104e-06, |
| "loss": 0.0007, |
| "step": 18625 |
| }, |
| { |
| "epoch": 20.53964757709251, |
| "grad_norm": 0.004503941163420677, |
| "learning_rate": 1.3846153846153848e-06, |
| "loss": 0.001, |
| "step": 18650 |
| }, |
| { |
| "epoch": 20.56718061674009, |
| "grad_norm": 0.04012945666909218, |
| "learning_rate": 1.358974358974359e-06, |
| "loss": 0.0011, |
| "step": 18675 |
| }, |
| { |
| "epoch": 20.594713656387665, |
| "grad_norm": 0.011533623561263084, |
| "learning_rate": 1.3333333333333334e-06, |
| "loss": 0.0011, |
| "step": 18700 |
| }, |
| { |
| "epoch": 20.62224669603524, |
| "grad_norm": 0.008248466067016125, |
| "learning_rate": 1.307692307692308e-06, |
| "loss": 0.0009, |
| "step": 18725 |
| }, |
| { |
| "epoch": 20.64977973568282, |
| "grad_norm": 0.004799861926585436, |
| "learning_rate": 1.282051282051282e-06, |
| "loss": 0.0007, |
| "step": 18750 |
| }, |
| { |
| "epoch": 20.677312775330396, |
| "grad_norm": 0.006359547842293978, |
| "learning_rate": 1.2564102564102565e-06, |
| "loss": 0.0007, |
| "step": 18775 |
| }, |
| { |
| "epoch": 20.704845814977972, |
| "grad_norm": 0.006216075737029314, |
| "learning_rate": 1.230769230769231e-06, |
| "loss": 0.001, |
| "step": 18800 |
| }, |
| { |
| "epoch": 20.73237885462555, |
| "grad_norm": 0.08518233150243759, |
| "learning_rate": 1.2051282051282053e-06, |
| "loss": 0.0012, |
| "step": 18825 |
| }, |
| { |
| "epoch": 20.759911894273127, |
| "grad_norm": 0.004133372101932764, |
| "learning_rate": 1.1794871794871795e-06, |
| "loss": 0.001, |
| "step": 18850 |
| }, |
| { |
| "epoch": 20.787444933920703, |
| "grad_norm": 0.006971430499106646, |
| "learning_rate": 1.153846153846154e-06, |
| "loss": 0.0014, |
| "step": 18875 |
| }, |
| { |
| "epoch": 20.814977973568283, |
| "grad_norm": 0.005109596531838179, |
| "learning_rate": 1.1282051282051283e-06, |
| "loss": 0.0011, |
| "step": 18900 |
| }, |
| { |
| "epoch": 20.84251101321586, |
| "grad_norm": 0.038249921053647995, |
| "learning_rate": 1.1025641025641026e-06, |
| "loss": 0.0012, |
| "step": 18925 |
| }, |
| { |
| "epoch": 20.870044052863435, |
| "grad_norm": 0.008875112980604172, |
| "learning_rate": 1.076923076923077e-06, |
| "loss": 0.0007, |
| "step": 18950 |
| }, |
| { |
| "epoch": 20.897577092511014, |
| "grad_norm": 0.0044938609935343266, |
| "learning_rate": 1.0512820512820514e-06, |
| "loss": 0.0011, |
| "step": 18975 |
| }, |
| { |
| "epoch": 20.92511013215859, |
| "grad_norm": 0.07247400283813477, |
| "learning_rate": 1.0256410256410257e-06, |
| "loss": 0.0008, |
| "step": 19000 |
| }, |
| { |
| "epoch": 20.92511013215859, |
| "eval_cer": 22.58778214666468, |
| "eval_loss": 0.892371654510498, |
| "eval_runtime": 1719.93, |
| "eval_samples_per_second": 6.152, |
| "eval_steps_per_second": 1.538, |
| "eval_wer": 82.47996228194248, |
| "step": 19000 |
| }, |
| { |
| "epoch": 20.952643171806166, |
| "grad_norm": 0.006040550768375397, |
| "learning_rate": 1.0000000000000002e-06, |
| "loss": 0.0007, |
| "step": 19025 |
| }, |
| { |
| "epoch": 20.980176211453745, |
| "grad_norm": 0.00338306394405663, |
| "learning_rate": 9.743589743589745e-07, |
| "loss": 0.001, |
| "step": 19050 |
| }, |
| { |
| "epoch": 21.00770925110132, |
| "grad_norm": 0.007667516358196735, |
| "learning_rate": 9.487179487179487e-07, |
| "loss": 0.0012, |
| "step": 19075 |
| }, |
| { |
| "epoch": 21.035242290748897, |
| "grad_norm": 0.0036987056955695152, |
| "learning_rate": 9.230769230769232e-07, |
| "loss": 0.0006, |
| "step": 19100 |
| }, |
| { |
| "epoch": 21.062775330396477, |
| "grad_norm": 0.0036683231592178345, |
| "learning_rate": 8.974358974358975e-07, |
| "loss": 0.0011, |
| "step": 19125 |
| }, |
| { |
| "epoch": 21.090308370044053, |
| "grad_norm": 0.007168483920395374, |
| "learning_rate": 8.717948717948718e-07, |
| "loss": 0.0009, |
| "step": 19150 |
| }, |
| { |
| "epoch": 21.11784140969163, |
| "grad_norm": 0.0029900213703513145, |
| "learning_rate": 8.461538461538463e-07, |
| "loss": 0.0017, |
| "step": 19175 |
| }, |
| { |
| "epoch": 21.145374449339208, |
| "grad_norm": 0.00418079923838377, |
| "learning_rate": 8.205128205128206e-07, |
| "loss": 0.0009, |
| "step": 19200 |
| }, |
| { |
| "epoch": 21.172907488986784, |
| "grad_norm": 0.003424633527174592, |
| "learning_rate": 7.948717948717949e-07, |
| "loss": 0.0007, |
| "step": 19225 |
| }, |
| { |
| "epoch": 21.20044052863436, |
| "grad_norm": 0.0028422100003808737, |
| "learning_rate": 7.692307692307694e-07, |
| "loss": 0.0006, |
| "step": 19250 |
| }, |
| { |
| "epoch": 21.22797356828194, |
| "grad_norm": 0.004691548179835081, |
| "learning_rate": 7.435897435897436e-07, |
| "loss": 0.0006, |
| "step": 19275 |
| }, |
| { |
| "epoch": 21.255506607929515, |
| "grad_norm": 0.004589064046740532, |
| "learning_rate": 7.179487179487179e-07, |
| "loss": 0.0005, |
| "step": 19300 |
| }, |
| { |
| "epoch": 21.28303964757709, |
| "grad_norm": 0.005557245574891567, |
| "learning_rate": 6.923076923076924e-07, |
| "loss": 0.0011, |
| "step": 19325 |
| }, |
| { |
| "epoch": 21.31057268722467, |
| "grad_norm": 0.0031431138049811125, |
| "learning_rate": 6.666666666666667e-07, |
| "loss": 0.0006, |
| "step": 19350 |
| }, |
| { |
| "epoch": 21.338105726872246, |
| "grad_norm": 0.004688850603997707, |
| "learning_rate": 6.41025641025641e-07, |
| "loss": 0.0007, |
| "step": 19375 |
| }, |
| { |
| "epoch": 21.365638766519822, |
| "grad_norm": 0.007398667279630899, |
| "learning_rate": 6.153846153846155e-07, |
| "loss": 0.0006, |
| "step": 19400 |
| }, |
| { |
| "epoch": 21.393171806167402, |
| "grad_norm": 0.005217025522142649, |
| "learning_rate": 5.897435897435898e-07, |
| "loss": 0.0008, |
| "step": 19425 |
| }, |
| { |
| "epoch": 21.420704845814978, |
| "grad_norm": 0.004331599920988083, |
| "learning_rate": 5.641025641025642e-07, |
| "loss": 0.0006, |
| "step": 19450 |
| }, |
| { |
| "epoch": 21.448237885462554, |
| "grad_norm": 0.004927519708871841, |
| "learning_rate": 5.384615384615386e-07, |
| "loss": 0.0009, |
| "step": 19475 |
| }, |
| { |
| "epoch": 21.475770925110133, |
| "grad_norm": 0.0034796635154634714, |
| "learning_rate": 5.128205128205128e-07, |
| "loss": 0.001, |
| "step": 19500 |
| }, |
| { |
| "epoch": 21.50330396475771, |
| "grad_norm": 0.00347193144261837, |
| "learning_rate": 4.871794871794872e-07, |
| "loss": 0.0006, |
| "step": 19525 |
| }, |
| { |
| "epoch": 21.530837004405285, |
| "grad_norm": 0.0074023474007844925, |
| "learning_rate": 4.615384615384616e-07, |
| "loss": 0.0006, |
| "step": 19550 |
| }, |
| { |
| "epoch": 21.558370044052865, |
| "grad_norm": 0.0036716184113174677, |
| "learning_rate": 4.358974358974359e-07, |
| "loss": 0.0006, |
| "step": 19575 |
| }, |
| { |
| "epoch": 21.58590308370044, |
| "grad_norm": 0.006558453664183617, |
| "learning_rate": 4.102564102564103e-07, |
| "loss": 0.0007, |
| "step": 19600 |
| }, |
| { |
| "epoch": 21.613436123348016, |
| "grad_norm": 0.0030144904740154743, |
| "learning_rate": 3.846153846153847e-07, |
| "loss": 0.0007, |
| "step": 19625 |
| }, |
| { |
| "epoch": 21.640969162995596, |
| "grad_norm": 0.0037687935400754213, |
| "learning_rate": 3.5897435897435896e-07, |
| "loss": 0.0007, |
| "step": 19650 |
| }, |
| { |
| "epoch": 21.66850220264317, |
| "grad_norm": 0.0722261294722557, |
| "learning_rate": 3.3333333333333335e-07, |
| "loss": 0.0007, |
| "step": 19675 |
| }, |
| { |
| "epoch": 21.696035242290748, |
| "grad_norm": 0.0034861781168729067, |
| "learning_rate": 3.0769230769230774e-07, |
| "loss": 0.0007, |
| "step": 19700 |
| }, |
| { |
| "epoch": 21.723568281938327, |
| "grad_norm": 0.004740406293421984, |
| "learning_rate": 2.820512820512821e-07, |
| "loss": 0.0009, |
| "step": 19725 |
| }, |
| { |
| "epoch": 21.751101321585903, |
| "grad_norm": 0.0040426794439554214, |
| "learning_rate": 2.564102564102564e-07, |
| "loss": 0.0007, |
| "step": 19750 |
| }, |
| { |
| "epoch": 21.77863436123348, |
| "grad_norm": 0.005103557836264372, |
| "learning_rate": 2.307692307692308e-07, |
| "loss": 0.0006, |
| "step": 19775 |
| }, |
| { |
| "epoch": 21.80616740088106, |
| "grad_norm": 0.007594733498990536, |
| "learning_rate": 2.0512820512820514e-07, |
| "loss": 0.0006, |
| "step": 19800 |
| }, |
| { |
| "epoch": 21.833700440528634, |
| "grad_norm": 0.004270041361451149, |
| "learning_rate": 1.7948717948717948e-07, |
| "loss": 0.0007, |
| "step": 19825 |
| }, |
| { |
| "epoch": 21.86123348017621, |
| "grad_norm": 0.00658000260591507, |
| "learning_rate": 1.5384615384615387e-07, |
| "loss": 0.0006, |
| "step": 19850 |
| }, |
| { |
| "epoch": 21.88876651982379, |
| "grad_norm": 0.004829788114875555, |
| "learning_rate": 1.282051282051282e-07, |
| "loss": 0.0005, |
| "step": 19875 |
| }, |
| { |
| "epoch": 21.916299559471366, |
| "grad_norm": 0.004017261788249016, |
| "learning_rate": 1.0256410256410257e-07, |
| "loss": 0.0006, |
| "step": 19900 |
| }, |
| { |
| "epoch": 21.94383259911894, |
| "grad_norm": 0.005543394014239311, |
| "learning_rate": 7.692307692307694e-08, |
| "loss": 0.0009, |
| "step": 19925 |
| }, |
| { |
| "epoch": 21.97136563876652, |
| "grad_norm": 0.006894242484122515, |
| "learning_rate": 5.1282051282051286e-08, |
| "loss": 0.0006, |
| "step": 19950 |
| }, |
| { |
| "epoch": 21.998898678414097, |
| "grad_norm": 0.004000292159616947, |
| "learning_rate": 2.5641025641025643e-08, |
| "loss": 0.0007, |
| "step": 19975 |
| }, |
| { |
| "epoch": 22.026431718061673, |
| "grad_norm": 0.004270936828106642, |
| "learning_rate": 0.0, |
| "loss": 0.0006, |
| "step": 20000 |
| }, |
| { |
| "epoch": 22.026431718061673, |
| "eval_cer": 22.62675822223241, |
| "eval_loss": 0.8947405219078064, |
| "eval_runtime": 1706.5603, |
| "eval_samples_per_second": 6.2, |
| "eval_steps_per_second": 1.55, |
| "eval_wer": 82.34794908062236, |
| "step": 20000 |
| }, |
| { |
| "epoch": 22.026431718061673, |
| "step": 20000, |
| "total_flos": 3.4362863729801953e+20, |
| "train_loss": 0.2743150826841593, |
| "train_runtime": 135533.426, |
| "train_samples_per_second": 4.722, |
| "train_steps_per_second": 0.148 |
| } |
| ], |
| "logging_steps": 25, |
| "max_steps": 20000, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 23, |
| "save_steps": 1000, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.4362863729801953e+20, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|