|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 15.835051546391753, |
|
"eval_steps": 30, |
|
"global_step": 96, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.16494845360824742, |
|
"grad_norm": 1.603933334350586, |
|
"learning_rate": 2.9687500000000003e-05, |
|
"loss": 10.1011, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.32989690721649484, |
|
"grad_norm": 1.7179864645004272, |
|
"learning_rate": 2.9375e-05, |
|
"loss": 10.2338, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.4948453608247423, |
|
"grad_norm": 1.748449444770813, |
|
"learning_rate": 2.90625e-05, |
|
"loss": 10.0554, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.6597938144329897, |
|
"grad_norm": 2.172945976257324, |
|
"learning_rate": 2.875e-05, |
|
"loss": 10.1999, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.8247422680412371, |
|
"grad_norm": 2.121206045150757, |
|
"learning_rate": 2.84375e-05, |
|
"loss": 10.0634, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.9896907216494846, |
|
"grad_norm": 2.179741144180298, |
|
"learning_rate": 2.8125e-05, |
|
"loss": 9.8454, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 1.1546391752577319, |
|
"grad_norm": 2.3345258235931396, |
|
"learning_rate": 2.7812500000000002e-05, |
|
"loss": 9.9095, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 1.3195876288659794, |
|
"grad_norm": 2.664315938949585, |
|
"learning_rate": 2.75e-05, |
|
"loss": 9.8296, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 1.4845360824742269, |
|
"grad_norm": 3.1426305770874023, |
|
"learning_rate": 2.71875e-05, |
|
"loss": 9.8446, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 1.6494845360824741, |
|
"grad_norm": 2.7230398654937744, |
|
"learning_rate": 2.6875000000000003e-05, |
|
"loss": 9.5769, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 1.8144329896907216, |
|
"grad_norm": 2.9412689208984375, |
|
"learning_rate": 2.65625e-05, |
|
"loss": 9.5563, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 1.9793814432989691, |
|
"grad_norm": 3.2456820011138916, |
|
"learning_rate": 2.625e-05, |
|
"loss": 9.4496, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 2.1443298969072164, |
|
"grad_norm": 3.3948400020599365, |
|
"learning_rate": 2.59375e-05, |
|
"loss": 9.3822, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 2.3092783505154637, |
|
"grad_norm": 3.4787559509277344, |
|
"learning_rate": 2.5625e-05, |
|
"loss": 9.2314, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 2.4742268041237114, |
|
"grad_norm": 3.8148350715637207, |
|
"learning_rate": 2.5312500000000002e-05, |
|
"loss": 9.1825, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 2.6391752577319587, |
|
"grad_norm": 3.7718141078948975, |
|
"learning_rate": 2.5e-05, |
|
"loss": 9.0502, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 2.804123711340206, |
|
"grad_norm": 3.9114766120910645, |
|
"learning_rate": 2.46875e-05, |
|
"loss": 8.9091, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 2.9690721649484537, |
|
"grad_norm": 3.791461706161499, |
|
"learning_rate": 2.4375e-05, |
|
"loss": 8.825, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 3.134020618556701, |
|
"grad_norm": 3.532548666000366, |
|
"learning_rate": 2.4062500000000002e-05, |
|
"loss": 8.6953, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 3.2989690721649483, |
|
"grad_norm": 3.9233362674713135, |
|
"learning_rate": 2.3749999999999998e-05, |
|
"loss": 8.5862, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 3.463917525773196, |
|
"grad_norm": 3.315626621246338, |
|
"learning_rate": 2.34375e-05, |
|
"loss": 8.5552, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 3.6288659793814433, |
|
"grad_norm": 3.417571783065796, |
|
"learning_rate": 2.3125000000000003e-05, |
|
"loss": 8.358, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 3.7938144329896906, |
|
"grad_norm": 3.810925006866455, |
|
"learning_rate": 2.28125e-05, |
|
"loss": 8.2089, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 3.9587628865979383, |
|
"grad_norm": 3.319178819656372, |
|
"learning_rate": 2.25e-05, |
|
"loss": 8.1787, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 4.123711340206185, |
|
"grad_norm": 3.318840742111206, |
|
"learning_rate": 2.21875e-05, |
|
"loss": 8.1272, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 4.288659793814433, |
|
"grad_norm": 3.684760332107544, |
|
"learning_rate": 2.1875e-05, |
|
"loss": 8.1127, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 4.453608247422681, |
|
"grad_norm": 3.7684097290039062, |
|
"learning_rate": 2.15625e-05, |
|
"loss": 7.9922, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 4.618556701030927, |
|
"grad_norm": 4.493322849273682, |
|
"learning_rate": 2.125e-05, |
|
"loss": 7.8609, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 4.783505154639175, |
|
"grad_norm": 4.545900821685791, |
|
"learning_rate": 2.09375e-05, |
|
"loss": 7.9192, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 4.948453608247423, |
|
"grad_norm": 3.999005079269409, |
|
"learning_rate": 2.0625e-05, |
|
"loss": 7.7976, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 4.948453608247423, |
|
"eval_audio_cosine_sim": 0.5581808090209961, |
|
"eval_loss": 3.100252151489258, |
|
"eval_runtime": 2102.121, |
|
"eval_samples_per_second": 0.006, |
|
"eval_steps_per_second": 0.006, |
|
"eval_text_cosine_sim": 0.3910459578037262, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 5.11340206185567, |
|
"grad_norm": 4.612445831298828, |
|
"learning_rate": 2.0312500000000002e-05, |
|
"loss": 7.7548, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 5.278350515463917, |
|
"grad_norm": 4.341012001037598, |
|
"learning_rate": 1.9999999999999998e-05, |
|
"loss": 7.5716, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 5.443298969072165, |
|
"grad_norm": 4.00157356262207, |
|
"learning_rate": 1.96875e-05, |
|
"loss": 7.8051, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 5.608247422680412, |
|
"grad_norm": 3.777099847793579, |
|
"learning_rate": 1.9375e-05, |
|
"loss": 7.5696, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 5.77319587628866, |
|
"grad_norm": 3.256072998046875, |
|
"learning_rate": 1.90625e-05, |
|
"loss": 7.5285, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 5.938144329896907, |
|
"grad_norm": 3.026923179626465, |
|
"learning_rate": 1.8750000000000002e-05, |
|
"loss": 7.3408, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 6.103092783505154, |
|
"grad_norm": 2.9930453300476074, |
|
"learning_rate": 1.84375e-05, |
|
"loss": 7.2398, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 6.268041237113402, |
|
"grad_norm": 2.6270177364349365, |
|
"learning_rate": 1.8125e-05, |
|
"loss": 7.2282, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 6.43298969072165, |
|
"grad_norm": 2.583390474319458, |
|
"learning_rate": 1.78125e-05, |
|
"loss": 7.2528, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 6.597938144329897, |
|
"grad_norm": 2.5908498764038086, |
|
"learning_rate": 1.7500000000000002e-05, |
|
"loss": 7.2968, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 6.762886597938144, |
|
"grad_norm": 2.725625991821289, |
|
"learning_rate": 1.7187499999999998e-05, |
|
"loss": 7.4103, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 6.927835051546392, |
|
"grad_norm": 2.520019769668579, |
|
"learning_rate": 1.6875e-05, |
|
"loss": 7.2359, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 7.092783505154639, |
|
"grad_norm": 2.3079137802124023, |
|
"learning_rate": 1.6562500000000003e-05, |
|
"loss": 7.0846, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 7.257731958762887, |
|
"grad_norm": 2.5834431648254395, |
|
"learning_rate": 1.625e-05, |
|
"loss": 6.9889, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 7.422680412371134, |
|
"grad_norm": 2.618986129760742, |
|
"learning_rate": 1.59375e-05, |
|
"loss": 7.2963, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 7.587628865979381, |
|
"grad_norm": 2.395085573196411, |
|
"learning_rate": 1.5625e-05, |
|
"loss": 7.1191, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 7.752577319587629, |
|
"grad_norm": 2.3549487590789795, |
|
"learning_rate": 1.53125e-05, |
|
"loss": 6.7482, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 7.917525773195877, |
|
"grad_norm": 2.349393606185913, |
|
"learning_rate": 1.5e-05, |
|
"loss": 7.0581, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 8.082474226804123, |
|
"grad_norm": 2.2347733974456787, |
|
"learning_rate": 1.46875e-05, |
|
"loss": 6.8346, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 8.24742268041237, |
|
"grad_norm": 2.182095527648926, |
|
"learning_rate": 1.4375e-05, |
|
"loss": 7.0005, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 8.412371134020619, |
|
"grad_norm": 2.0510122776031494, |
|
"learning_rate": 1.40625e-05, |
|
"loss": 6.8881, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 8.577319587628866, |
|
"grad_norm": 1.9954293966293335, |
|
"learning_rate": 1.375e-05, |
|
"loss": 6.7836, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 8.742268041237114, |
|
"grad_norm": 1.9961941242218018, |
|
"learning_rate": 1.3437500000000001e-05, |
|
"loss": 6.6969, |
|
"step": 53 |
|
}, |
|
{ |
|
"epoch": 8.907216494845361, |
|
"grad_norm": 2.0308048725128174, |
|
"learning_rate": 1.3125e-05, |
|
"loss": 6.9004, |
|
"step": 54 |
|
}, |
|
{ |
|
"epoch": 9.072164948453608, |
|
"grad_norm": 1.9732003211975098, |
|
"learning_rate": 1.28125e-05, |
|
"loss": 6.7652, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 9.237113402061855, |
|
"grad_norm": 1.6928937435150146, |
|
"learning_rate": 1.25e-05, |
|
"loss": 6.6789, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 9.402061855670103, |
|
"grad_norm": 1.9639475345611572, |
|
"learning_rate": 1.21875e-05, |
|
"loss": 6.6207, |
|
"step": 57 |
|
}, |
|
{ |
|
"epoch": 9.56701030927835, |
|
"grad_norm": 1.6721774339675903, |
|
"learning_rate": 1.1874999999999999e-05, |
|
"loss": 6.7687, |
|
"step": 58 |
|
}, |
|
{ |
|
"epoch": 9.731958762886597, |
|
"grad_norm": 1.8212580680847168, |
|
"learning_rate": 1.1562500000000002e-05, |
|
"loss": 6.5534, |
|
"step": 59 |
|
}, |
|
{ |
|
"epoch": 9.896907216494846, |
|
"grad_norm": 1.6735063791275024, |
|
"learning_rate": 1.125e-05, |
|
"loss": 6.6807, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 9.896907216494846, |
|
"eval_audio_cosine_sim": 0.6627817749977112, |
|
"eval_loss": 3.2311527729034424, |
|
"eval_runtime": 2160.5029, |
|
"eval_samples_per_second": 0.006, |
|
"eval_steps_per_second": 0.006, |
|
"eval_text_cosine_sim": 0.35343077778816223, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 10.061855670103093, |
|
"grad_norm": 1.6333427429199219, |
|
"learning_rate": 1.09375e-05, |
|
"loss": 6.6808, |
|
"step": 61 |
|
}, |
|
{ |
|
"epoch": 10.22680412371134, |
|
"grad_norm": 1.5876134634017944, |
|
"learning_rate": 1.0625e-05, |
|
"loss": 6.6629, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 10.391752577319588, |
|
"grad_norm": 1.4894704818725586, |
|
"learning_rate": 1.03125e-05, |
|
"loss": 6.6252, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 10.556701030927835, |
|
"grad_norm": 1.5303210020065308, |
|
"learning_rate": 9.999999999999999e-06, |
|
"loss": 6.4798, |
|
"step": 64 |
|
}, |
|
{ |
|
"epoch": 10.721649484536082, |
|
"grad_norm": 1.3529256582260132, |
|
"learning_rate": 9.6875e-06, |
|
"loss": 6.5828, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 10.88659793814433, |
|
"grad_norm": 1.4958022832870483, |
|
"learning_rate": 9.375000000000001e-06, |
|
"loss": 6.5528, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 11.051546391752577, |
|
"grad_norm": 1.6871830224990845, |
|
"learning_rate": 9.0625e-06, |
|
"loss": 6.3689, |
|
"step": 67 |
|
}, |
|
{ |
|
"epoch": 11.216494845360824, |
|
"grad_norm": 1.5430212020874023, |
|
"learning_rate": 8.750000000000001e-06, |
|
"loss": 6.3102, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 11.381443298969073, |
|
"grad_norm": 1.4388532638549805, |
|
"learning_rate": 8.4375e-06, |
|
"loss": 6.4015, |
|
"step": 69 |
|
}, |
|
{ |
|
"epoch": 11.54639175257732, |
|
"grad_norm": 1.7323001623153687, |
|
"learning_rate": 8.125e-06, |
|
"loss": 6.7011, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 11.711340206185566, |
|
"grad_norm": 1.4382604360580444, |
|
"learning_rate": 7.8125e-06, |
|
"loss": 6.3432, |
|
"step": 71 |
|
}, |
|
{ |
|
"epoch": 11.876288659793815, |
|
"grad_norm": 1.323933720588684, |
|
"learning_rate": 7.5e-06, |
|
"loss": 6.5288, |
|
"step": 72 |
|
}, |
|
{ |
|
"epoch": 12.041237113402062, |
|
"grad_norm": 1.3559449911117554, |
|
"learning_rate": 7.1875e-06, |
|
"loss": 6.557, |
|
"step": 73 |
|
}, |
|
{ |
|
"epoch": 12.206185567010309, |
|
"grad_norm": 1.1633719205856323, |
|
"learning_rate": 6.875e-06, |
|
"loss": 6.386, |
|
"step": 74 |
|
}, |
|
{ |
|
"epoch": 12.371134020618557, |
|
"grad_norm": 1.5071109533309937, |
|
"learning_rate": 6.5625e-06, |
|
"loss": 6.5438, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 12.536082474226804, |
|
"grad_norm": 1.1435602903366089, |
|
"learning_rate": 6.25e-06, |
|
"loss": 6.4093, |
|
"step": 76 |
|
}, |
|
{ |
|
"epoch": 12.70103092783505, |
|
"grad_norm": 1.4174741506576538, |
|
"learning_rate": 5.9374999999999995e-06, |
|
"loss": 6.3887, |
|
"step": 77 |
|
}, |
|
{ |
|
"epoch": 12.8659793814433, |
|
"grad_norm": 1.423195481300354, |
|
"learning_rate": 5.625e-06, |
|
"loss": 6.5358, |
|
"step": 78 |
|
}, |
|
{ |
|
"epoch": 13.030927835051546, |
|
"grad_norm": 1.2214951515197754, |
|
"learning_rate": 5.3125e-06, |
|
"loss": 6.4307, |
|
"step": 79 |
|
}, |
|
{ |
|
"epoch": 13.195876288659793, |
|
"grad_norm": 1.1089880466461182, |
|
"learning_rate": 4.9999999999999996e-06, |
|
"loss": 6.4179, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 13.360824742268042, |
|
"grad_norm": 1.0945030450820923, |
|
"learning_rate": 4.6875000000000004e-06, |
|
"loss": 6.3149, |
|
"step": 81 |
|
}, |
|
{ |
|
"epoch": 13.525773195876289, |
|
"grad_norm": 1.4375858306884766, |
|
"learning_rate": 4.3750000000000005e-06, |
|
"loss": 6.6049, |
|
"step": 82 |
|
}, |
|
{ |
|
"epoch": 13.690721649484535, |
|
"grad_norm": 1.2144274711608887, |
|
"learning_rate": 4.0625e-06, |
|
"loss": 6.3501, |
|
"step": 83 |
|
}, |
|
{ |
|
"epoch": 13.855670103092784, |
|
"grad_norm": 1.091561198234558, |
|
"learning_rate": 3.75e-06, |
|
"loss": 6.4059, |
|
"step": 84 |
|
}, |
|
{ |
|
"epoch": 14.02061855670103, |
|
"grad_norm": 1.4113916158676147, |
|
"learning_rate": 3.4375e-06, |
|
"loss": 6.1656, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 14.185567010309278, |
|
"grad_norm": 1.275417685508728, |
|
"learning_rate": 3.125e-06, |
|
"loss": 6.2095, |
|
"step": 86 |
|
}, |
|
{ |
|
"epoch": 14.350515463917526, |
|
"grad_norm": 1.1587275266647339, |
|
"learning_rate": 2.8125e-06, |
|
"loss": 6.4885, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 14.515463917525773, |
|
"grad_norm": 1.0685796737670898, |
|
"learning_rate": 2.4999999999999998e-06, |
|
"loss": 6.3991, |
|
"step": 88 |
|
}, |
|
{ |
|
"epoch": 14.68041237113402, |
|
"grad_norm": 1.102617859840393, |
|
"learning_rate": 2.1875000000000002e-06, |
|
"loss": 6.4392, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 14.845360824742269, |
|
"grad_norm": 1.0771472454071045, |
|
"learning_rate": 1.875e-06, |
|
"loss": 6.4444, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 14.845360824742269, |
|
"eval_audio_cosine_sim": 0.5883382558822632, |
|
"eval_loss": 3.6276748180389404, |
|
"eval_runtime": 1072.6246, |
|
"eval_samples_per_second": 0.011, |
|
"eval_steps_per_second": 0.011, |
|
"eval_text_cosine_sim": 0.24592441320419312, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 15.010309278350515, |
|
"grad_norm": 1.2423425912857056, |
|
"learning_rate": 1.5625e-06, |
|
"loss": 6.2888, |
|
"step": 91 |
|
}, |
|
{ |
|
"epoch": 15.175257731958762, |
|
"grad_norm": 1.1462149620056152, |
|
"learning_rate": 1.2499999999999999e-06, |
|
"loss": 6.4798, |
|
"step": 92 |
|
}, |
|
{ |
|
"epoch": 15.34020618556701, |
|
"grad_norm": 1.1183279752731323, |
|
"learning_rate": 9.375e-07, |
|
"loss": 6.254, |
|
"step": 93 |
|
}, |
|
{ |
|
"epoch": 15.505154639175258, |
|
"grad_norm": 1.1249028444290161, |
|
"learning_rate": 6.249999999999999e-07, |
|
"loss": 6.3222, |
|
"step": 94 |
|
}, |
|
{ |
|
"epoch": 15.670103092783505, |
|
"grad_norm": 1.2026952505111694, |
|
"learning_rate": 3.1249999999999997e-07, |
|
"loss": 6.2651, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 15.835051546391753, |
|
"grad_norm": 1.283206820487976, |
|
"learning_rate": 0.0, |
|
"loss": 6.553, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 15.835051546391753, |
|
"step": 96, |
|
"total_flos": 1925884422732936.0, |
|
"train_loss": 7.460742597778638, |
|
"train_runtime": 13364.4334, |
|
"train_samples_per_second": 0.116, |
|
"train_steps_per_second": 0.007 |
|
} |
|
], |
|
"logging_steps": 1.0, |
|
"max_steps": 96, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 16, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": false, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1925884422732936.0, |
|
"train_batch_size": 1, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|