| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 0.6134969325153374, | |
| "eval_steps": 500, | |
| "global_step": 100, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.006134969325153374, | |
| "grad_norm": 88.35982513427734, | |
| "learning_rate": 5e-06, | |
| "loss": 2.5293, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.012269938650306749, | |
| "grad_norm": 71.40210723876953, | |
| "learning_rate": 1e-05, | |
| "loss": 2.6329, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.018404907975460124, | |
| "grad_norm": 82.39716339111328, | |
| "learning_rate": 9.89795918367347e-06, | |
| "loss": 2.7434, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.024539877300613498, | |
| "grad_norm": 35.27679443359375, | |
| "learning_rate": 9.795918367346939e-06, | |
| "loss": 1.7051, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.03067484662576687, | |
| "grad_norm": 44.54578399658203, | |
| "learning_rate": 9.693877551020408e-06, | |
| "loss": 1.8552, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.03680981595092025, | |
| "grad_norm": 66.71598052978516, | |
| "learning_rate": 9.591836734693878e-06, | |
| "loss": 2.3346, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.04294478527607362, | |
| "grad_norm": 59.80192184448242, | |
| "learning_rate": 9.489795918367348e-06, | |
| "loss": 2.1256, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.049079754601226995, | |
| "grad_norm": 48.737754821777344, | |
| "learning_rate": 9.387755102040818e-06, | |
| "loss": 1.7364, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.05521472392638037, | |
| "grad_norm": 28.469051361083984, | |
| "learning_rate": 9.285714285714288e-06, | |
| "loss": 1.9437, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.06134969325153374, | |
| "grad_norm": 54.786128997802734, | |
| "learning_rate": 9.183673469387756e-06, | |
| "loss": 3.0007, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.06748466257668712, | |
| "grad_norm": 64.78273010253906, | |
| "learning_rate": 9.081632653061225e-06, | |
| "loss": 1.8778, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0736196319018405, | |
| "grad_norm": 50.23028564453125, | |
| "learning_rate": 8.979591836734695e-06, | |
| "loss": 1.8922, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.07975460122699386, | |
| "grad_norm": 64.22184753417969, | |
| "learning_rate": 8.877551020408163e-06, | |
| "loss": 2.0061, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.08588957055214724, | |
| "grad_norm": 30.814348220825195, | |
| "learning_rate": 8.775510204081633e-06, | |
| "loss": 1.6799, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.09202453987730061, | |
| "grad_norm": 33.7660026550293, | |
| "learning_rate": 8.673469387755103e-06, | |
| "loss": 1.8202, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.09815950920245399, | |
| "grad_norm": 19.061237335205078, | |
| "learning_rate": 8.571428571428571e-06, | |
| "loss": 1.5798, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.10429447852760736, | |
| "grad_norm": 34.668060302734375, | |
| "learning_rate": 8.469387755102042e-06, | |
| "loss": 1.5905, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.11042944785276074, | |
| "grad_norm": 32.6378059387207, | |
| "learning_rate": 8.36734693877551e-06, | |
| "loss": 1.6961, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.1165644171779141, | |
| "grad_norm": 37.90195083618164, | |
| "learning_rate": 8.26530612244898e-06, | |
| "loss": 1.7675, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.12269938650306748, | |
| "grad_norm": 50.06489562988281, | |
| "learning_rate": 8.16326530612245e-06, | |
| "loss": 1.4142, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.12883435582822086, | |
| "grad_norm": 50.70490264892578, | |
| "learning_rate": 8.06122448979592e-06, | |
| "loss": 1.4977, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.13496932515337423, | |
| "grad_norm": 32.71562576293945, | |
| "learning_rate": 7.959183673469388e-06, | |
| "loss": 1.3493, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.1411042944785276, | |
| "grad_norm": 36.24839782714844, | |
| "learning_rate": 7.857142857142858e-06, | |
| "loss": 1.5274, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.147239263803681, | |
| "grad_norm": 40.0679817199707, | |
| "learning_rate": 7.755102040816327e-06, | |
| "loss": 2.0856, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.15337423312883436, | |
| "grad_norm": 64.05142211914062, | |
| "learning_rate": 7.653061224489796e-06, | |
| "loss": 2.0254, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.15950920245398773, | |
| "grad_norm": 35.79407501220703, | |
| "learning_rate": 7.551020408163265e-06, | |
| "loss": 1.8358, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.1656441717791411, | |
| "grad_norm": 40.65586471557617, | |
| "learning_rate": 7.448979591836736e-06, | |
| "loss": 2.43, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.17177914110429449, | |
| "grad_norm": 45.51654052734375, | |
| "learning_rate": 7.346938775510205e-06, | |
| "loss": 1.5213, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.17791411042944785, | |
| "grad_norm": 18.54694175720215, | |
| "learning_rate": 7.244897959183675e-06, | |
| "loss": 1.7857, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.18404907975460122, | |
| "grad_norm": 14.598164558410645, | |
| "learning_rate": 7.1428571428571436e-06, | |
| "loss": 0.6952, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.1901840490797546, | |
| "grad_norm": 32.71424865722656, | |
| "learning_rate": 7.0408163265306125e-06, | |
| "loss": 2.0721, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.19631901840490798, | |
| "grad_norm": 32.908966064453125, | |
| "learning_rate": 6.938775510204082e-06, | |
| "loss": 2.0366, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.20245398773006135, | |
| "grad_norm": 20.541730880737305, | |
| "learning_rate": 6.836734693877551e-06, | |
| "loss": 1.9455, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.2085889570552147, | |
| "grad_norm": 33.4826545715332, | |
| "learning_rate": 6.734693877551021e-06, | |
| "loss": 1.875, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.2147239263803681, | |
| "grad_norm": 27.954130172729492, | |
| "learning_rate": 6.63265306122449e-06, | |
| "loss": 1.5669, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.22085889570552147, | |
| "grad_norm": 28.17574119567871, | |
| "learning_rate": 6.530612244897959e-06, | |
| "loss": 0.7674, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.22699386503067484, | |
| "grad_norm": 27.853933334350586, | |
| "learning_rate": 6.4285714285714295e-06, | |
| "loss": 1.5963, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.2331288343558282, | |
| "grad_norm": 19.903644561767578, | |
| "learning_rate": 6.326530612244899e-06, | |
| "loss": 0.5877, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.2392638036809816, | |
| "grad_norm": 35.6341552734375, | |
| "learning_rate": 6.224489795918368e-06, | |
| "loss": 2.0134, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.24539877300613497, | |
| "grad_norm": 35.47877502441406, | |
| "learning_rate": 6.122448979591837e-06, | |
| "loss": 1.9894, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.25153374233128833, | |
| "grad_norm": 28.387544631958008, | |
| "learning_rate": 6.020408163265307e-06, | |
| "loss": 1.5612, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.25766871165644173, | |
| "grad_norm": 16.537662506103516, | |
| "learning_rate": 5.918367346938776e-06, | |
| "loss": 0.5503, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.26380368098159507, | |
| "grad_norm": 19.7191162109375, | |
| "learning_rate": 5.816326530612246e-06, | |
| "loss": 1.5554, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.26993865030674846, | |
| "grad_norm": 28.564775466918945, | |
| "learning_rate": 5.7142857142857145e-06, | |
| "loss": 2.0555, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.27607361963190186, | |
| "grad_norm": 37.1331672668457, | |
| "learning_rate": 5.6122448979591834e-06, | |
| "loss": 2.2492, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.2822085889570552, | |
| "grad_norm": 40.33460998535156, | |
| "learning_rate": 5.510204081632653e-06, | |
| "loss": 2.8251, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.2883435582822086, | |
| "grad_norm": 36.697486877441406, | |
| "learning_rate": 5.408163265306123e-06, | |
| "loss": 0.6507, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.294478527607362, | |
| "grad_norm": 38.03018569946289, | |
| "learning_rate": 5.306122448979593e-06, | |
| "loss": 1.335, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.3006134969325153, | |
| "grad_norm": 34.11387634277344, | |
| "learning_rate": 5.204081632653062e-06, | |
| "loss": 2.0543, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.3067484662576687, | |
| "grad_norm": 33.1131706237793, | |
| "learning_rate": 5.1020408163265315e-06, | |
| "loss": 2.1334, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.3128834355828221, | |
| "grad_norm": 27.1938419342041, | |
| "learning_rate": 5e-06, | |
| "loss": 1.4209, | |
| "step": 51 | |
| }, | |
| { | |
| "epoch": 0.31901840490797545, | |
| "grad_norm": 27.597105026245117, | |
| "learning_rate": 4.897959183673469e-06, | |
| "loss": 1.5301, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 0.32515337423312884, | |
| "grad_norm": 48.28635787963867, | |
| "learning_rate": 4.795918367346939e-06, | |
| "loss": 1.8728, | |
| "step": 53 | |
| }, | |
| { | |
| "epoch": 0.3312883435582822, | |
| "grad_norm": 29.6666316986084, | |
| "learning_rate": 4.693877551020409e-06, | |
| "loss": 1.7786, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 0.3374233128834356, | |
| "grad_norm": 24.084613800048828, | |
| "learning_rate": 4.591836734693878e-06, | |
| "loss": 1.3896, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.34355828220858897, | |
| "grad_norm": 29.24120330810547, | |
| "learning_rate": 4.489795918367348e-06, | |
| "loss": 1.2668, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 0.3496932515337423, | |
| "grad_norm": 20.895090103149414, | |
| "learning_rate": 4.3877551020408165e-06, | |
| "loss": 1.8259, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 0.3558282208588957, | |
| "grad_norm": 28.952999114990234, | |
| "learning_rate": 4.2857142857142855e-06, | |
| "loss": 1.7763, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 0.3619631901840491, | |
| "grad_norm": 19.181821823120117, | |
| "learning_rate": 4.183673469387755e-06, | |
| "loss": 1.9193, | |
| "step": 59 | |
| }, | |
| { | |
| "epoch": 0.36809815950920244, | |
| "grad_norm": 22.564476013183594, | |
| "learning_rate": 4.081632653061225e-06, | |
| "loss": 1.1478, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.37423312883435583, | |
| "grad_norm": 27.566129684448242, | |
| "learning_rate": 3.979591836734694e-06, | |
| "loss": 1.5727, | |
| "step": 61 | |
| }, | |
| { | |
| "epoch": 0.3803680981595092, | |
| "grad_norm": 29.382600784301758, | |
| "learning_rate": 3.877551020408164e-06, | |
| "loss": 1.7253, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 0.38650306748466257, | |
| "grad_norm": 18.100589752197266, | |
| "learning_rate": 3.7755102040816327e-06, | |
| "loss": 1.8991, | |
| "step": 63 | |
| }, | |
| { | |
| "epoch": 0.39263803680981596, | |
| "grad_norm": 28.909286499023438, | |
| "learning_rate": 3.6734693877551024e-06, | |
| "loss": 1.3451, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 0.3987730061349693, | |
| "grad_norm": 22.60663414001465, | |
| "learning_rate": 3.5714285714285718e-06, | |
| "loss": 1.4336, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.4049079754601227, | |
| "grad_norm": 18.791940689086914, | |
| "learning_rate": 3.469387755102041e-06, | |
| "loss": 1.056, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 0.4110429447852761, | |
| "grad_norm": 27.81426239013672, | |
| "learning_rate": 3.3673469387755105e-06, | |
| "loss": 1.6418, | |
| "step": 67 | |
| }, | |
| { | |
| "epoch": 0.4171779141104294, | |
| "grad_norm": 48.35829162597656, | |
| "learning_rate": 3.2653061224489794e-06, | |
| "loss": 2.4501, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 0.4233128834355828, | |
| "grad_norm": 27.157045364379883, | |
| "learning_rate": 3.1632653061224496e-06, | |
| "loss": 1.5875, | |
| "step": 69 | |
| }, | |
| { | |
| "epoch": 0.4294478527607362, | |
| "grad_norm": 30.503982543945312, | |
| "learning_rate": 3.0612244897959185e-06, | |
| "loss": 1.3503, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.43558282208588955, | |
| "grad_norm": 23.582530975341797, | |
| "learning_rate": 2.959183673469388e-06, | |
| "loss": 1.3834, | |
| "step": 71 | |
| }, | |
| { | |
| "epoch": 0.44171779141104295, | |
| "grad_norm": 28.846086502075195, | |
| "learning_rate": 2.8571428571428573e-06, | |
| "loss": 1.7887, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 0.44785276073619634, | |
| "grad_norm": 14.605477333068848, | |
| "learning_rate": 2.7551020408163266e-06, | |
| "loss": 0.979, | |
| "step": 73 | |
| }, | |
| { | |
| "epoch": 0.4539877300613497, | |
| "grad_norm": 25.760046005249023, | |
| "learning_rate": 2.6530612244897964e-06, | |
| "loss": 1.5663, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 0.4601226993865031, | |
| "grad_norm": 18.653833389282227, | |
| "learning_rate": 2.5510204081632657e-06, | |
| "loss": 1.7759, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.4662576687116564, | |
| "grad_norm": 27.419715881347656, | |
| "learning_rate": 2.4489795918367347e-06, | |
| "loss": 2.4035, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 0.4723926380368098, | |
| "grad_norm": 27.352413177490234, | |
| "learning_rate": 2.3469387755102044e-06, | |
| "loss": 1.1448, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 0.4785276073619632, | |
| "grad_norm": 40.72161102294922, | |
| "learning_rate": 2.244897959183674e-06, | |
| "loss": 1.8509, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 0.48466257668711654, | |
| "grad_norm": 33.176212310791016, | |
| "learning_rate": 2.1428571428571427e-06, | |
| "loss": 1.8893, | |
| "step": 79 | |
| }, | |
| { | |
| "epoch": 0.49079754601226994, | |
| "grad_norm": 29.56044578552246, | |
| "learning_rate": 2.0408163265306125e-06, | |
| "loss": 2.131, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.49693251533742333, | |
| "grad_norm": 23.454936981201172, | |
| "learning_rate": 1.938775510204082e-06, | |
| "loss": 1.4972, | |
| "step": 81 | |
| }, | |
| { | |
| "epoch": 0.5030674846625767, | |
| "grad_norm": 36.35444259643555, | |
| "learning_rate": 1.8367346938775512e-06, | |
| "loss": 1.6202, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 0.50920245398773, | |
| "grad_norm": 27.361839294433594, | |
| "learning_rate": 1.7346938775510206e-06, | |
| "loss": 1.7515, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 0.5153374233128835, | |
| "grad_norm": 40.22319793701172, | |
| "learning_rate": 1.6326530612244897e-06, | |
| "loss": 1.7665, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 0.5214723926380368, | |
| "grad_norm": 24.91071891784668, | |
| "learning_rate": 1.5306122448979593e-06, | |
| "loss": 1.7337, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.5276073619631901, | |
| "grad_norm": 21.369565963745117, | |
| "learning_rate": 1.4285714285714286e-06, | |
| "loss": 2.279, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 0.5337423312883436, | |
| "grad_norm": 23.668081283569336, | |
| "learning_rate": 1.3265306122448982e-06, | |
| "loss": 1.07, | |
| "step": 87 | |
| }, | |
| { | |
| "epoch": 0.5398773006134969, | |
| "grad_norm": 25.3243408203125, | |
| "learning_rate": 1.2244897959183673e-06, | |
| "loss": 1.7643, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 0.5460122699386503, | |
| "grad_norm": 24.15099334716797, | |
| "learning_rate": 1.122448979591837e-06, | |
| "loss": 1.4947, | |
| "step": 89 | |
| }, | |
| { | |
| "epoch": 0.5521472392638037, | |
| "grad_norm": 16.557153701782227, | |
| "learning_rate": 1.0204081632653063e-06, | |
| "loss": 1.5758, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.558282208588957, | |
| "grad_norm": 25.761274337768555, | |
| "learning_rate": 9.183673469387756e-07, | |
| "loss": 1.8561, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 0.5644171779141104, | |
| "grad_norm": 26.440319061279297, | |
| "learning_rate": 8.163265306122449e-07, | |
| "loss": 1.6105, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 0.5705521472392638, | |
| "grad_norm": 22.7464542388916, | |
| "learning_rate": 7.142857142857143e-07, | |
| "loss": 1.1884, | |
| "step": 93 | |
| }, | |
| { | |
| "epoch": 0.5766871165644172, | |
| "grad_norm": 34.55144500732422, | |
| "learning_rate": 6.122448979591837e-07, | |
| "loss": 1.7501, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 0.5828220858895705, | |
| "grad_norm": 35.58631896972656, | |
| "learning_rate": 5.102040816326531e-07, | |
| "loss": 1.3714, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.588957055214724, | |
| "grad_norm": 23.65045738220215, | |
| "learning_rate": 4.0816326530612243e-07, | |
| "loss": 1.3916, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 0.5950920245398773, | |
| "grad_norm": 38.99002456665039, | |
| "learning_rate": 3.0612244897959183e-07, | |
| "loss": 1.7839, | |
| "step": 97 | |
| }, | |
| { | |
| "epoch": 0.6012269938650306, | |
| "grad_norm": 21.398700714111328, | |
| "learning_rate": 2.0408163265306121e-07, | |
| "loss": 0.9391, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 0.6073619631901841, | |
| "grad_norm": 21.622156143188477, | |
| "learning_rate": 1.0204081632653061e-07, | |
| "loss": 1.4566, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 0.6134969325153374, | |
| "grad_norm": 47.138668060302734, | |
| "learning_rate": 0.0, | |
| "loss": 2.9306, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.6134969325153374, | |
| "step": 100, | |
| "total_flos": 2305515375820800.0, | |
| "train_loss": 1.7183861404657363, | |
| "train_runtime": 6171.3384, | |
| "train_samples_per_second": 0.016, | |
| "train_steps_per_second": 0.016 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 100, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2305515375820800.0, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |