|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 3.4949267192784665, |
|
"global_step": 6200, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0, |
|
"learning_rate": 1.999436302142052e-05, |
|
"loss": 0.6976, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 1.9988726042841038e-05, |
|
"loss": 0.6745, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 1.998308906426156e-05, |
|
"loss": 0.661, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 1.9977452085682077e-05, |
|
"loss": 0.6516, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 1.9971815107102595e-05, |
|
"loss": 0.6658, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 1.9966178128523113e-05, |
|
"loss": 0.6508, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 1.996054114994363e-05, |
|
"loss": 0.6372, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 1.9954904171364152e-05, |
|
"loss": 0.6267, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.994926719278467e-05, |
|
"loss": 0.5938, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.9943630214205188e-05, |
|
"loss": 0.5724, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.9937993235625706e-05, |
|
"loss": 0.5756, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.9932356257046224e-05, |
|
"loss": 0.5472, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 1.9926719278466746e-05, |
|
"loss": 0.5244, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 1.9921082299887264e-05, |
|
"loss": 0.5459, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 1.991544532130778e-05, |
|
"loss": 0.4937, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 1.99098083427283e-05, |
|
"loss": 0.4946, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 1.9904171364148818e-05, |
|
"loss": 0.4974, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 1.9898534385569336e-05, |
|
"loss": 0.4999, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 1.9892897406989854e-05, |
|
"loss": 0.4863, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 1.988726042841037e-05, |
|
"loss": 0.4896, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 1.9881623449830893e-05, |
|
"loss": 0.4704, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 1.987598647125141e-05, |
|
"loss": 0.4731, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 1.987034949267193e-05, |
|
"loss": 0.476, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 1.9864712514092447e-05, |
|
"loss": 0.4587, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 1.9859075535512965e-05, |
|
"loss": 0.4682, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 1.9853438556933483e-05, |
|
"loss": 0.4751, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.9847801578354004e-05, |
|
"loss": 0.48, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.9842164599774522e-05, |
|
"loss": 0.4626, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.983652762119504e-05, |
|
"loss": 0.4496, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 1.9830890642615558e-05, |
|
"loss": 0.4453, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 1.982525366403608e-05, |
|
"loss": 0.4234, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 1.9819616685456598e-05, |
|
"loss": 0.4603, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 1.9813979706877116e-05, |
|
"loss": 0.4274, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.9808342728297634e-05, |
|
"loss": 0.4563, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.980270574971815e-05, |
|
"loss": 0.4626, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.9797068771138673e-05, |
|
"loss": 0.45, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.979143179255919e-05, |
|
"loss": 0.4417, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 1.978579481397971e-05, |
|
"loss": 0.4141, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 1.9780157835400227e-05, |
|
"loss": 0.4181, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 1.9774520856820745e-05, |
|
"loss": 0.4299, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"eval_accuracy": 0.7052037190283795, |
|
"eval_accuracy_sklearn": 0.7052037190283795, |
|
"eval_f1": 0.7746353081274189, |
|
"eval_loss": 0.6019008755683899, |
|
"eval_precision": 0.6594019260010137, |
|
"eval_recall": 0.9386724386724387, |
|
"eval_runtime": 117.5938, |
|
"eval_samples_per_second": 174.695, |
|
"eval_steps_per_second": 10.919, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 1.9768883878241266e-05, |
|
"loss": 0.4399, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 1.9763246899661784e-05, |
|
"loss": 0.4305, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 1.9757609921082302e-05, |
|
"loss": 0.4226, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 1.975197294250282e-05, |
|
"loss": 0.398, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.9746335963923338e-05, |
|
"loss": 0.422, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.974069898534386e-05, |
|
"loss": 0.4272, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.9735062006764378e-05, |
|
"loss": 0.4178, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 1.9729425028184896e-05, |
|
"loss": 0.4269, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 1.9723788049605414e-05, |
|
"loss": 0.4188, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 1.971815107102593e-05, |
|
"loss": 0.4306, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 1.971251409244645e-05, |
|
"loss": 0.4119, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.9706877113866967e-05, |
|
"loss": 0.4317, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.9701240135287485e-05, |
|
"loss": 0.393, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.9695603156708007e-05, |
|
"loss": 0.4155, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 1.9689966178128525e-05, |
|
"loss": 0.4083, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 1.9684329199549043e-05, |
|
"loss": 0.4159, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 1.967869222096956e-05, |
|
"loss": 0.4387, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 1.967305524239008e-05, |
|
"loss": 0.4012, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 1.9667418263810597e-05, |
|
"loss": 0.3998, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 1.9661781285231118e-05, |
|
"loss": 0.4234, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 1.9656144306651636e-05, |
|
"loss": 0.3898, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 1.9650507328072154e-05, |
|
"loss": 0.3925, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 1.9644870349492672e-05, |
|
"loss": 0.4232, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 1.963923337091319e-05, |
|
"loss": 0.3966, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 1.963359639233371e-05, |
|
"loss": 0.4046, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 1.962795941375423e-05, |
|
"loss": 0.4045, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 1.9622322435174747e-05, |
|
"loss": 0.4014, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 1.9616685456595265e-05, |
|
"loss": 0.3948, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 1.9611048478015787e-05, |
|
"loss": 0.4133, |
|
"step": 345 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.9605411499436305e-05, |
|
"loss": 0.3917, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.9599774520856823e-05, |
|
"loss": 0.4036, |
|
"step": 355 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.959413754227734e-05, |
|
"loss": 0.3996, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 1.958850056369786e-05, |
|
"loss": 0.378, |
|
"step": 365 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 1.958286358511838e-05, |
|
"loss": 0.3902, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 1.9577226606538898e-05, |
|
"loss": 0.3728, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 1.9571589627959416e-05, |
|
"loss": 0.4034, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 1.9565952649379934e-05, |
|
"loss": 0.3945, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 1.9560315670800452e-05, |
|
"loss": 0.3925, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 1.9554678692220973e-05, |
|
"loss": 0.4005, |
|
"step": 395 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.954904171364149e-05, |
|
"loss": 0.3852, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"eval_accuracy": 0.7777345081049506, |
|
"eval_accuracy_sklearn": 0.7777345081049506, |
|
"eval_f1": 0.8089219953130231, |
|
"eval_loss": 0.46637997031211853, |
|
"eval_precision": 0.7546064959400375, |
|
"eval_recall": 0.8716630591630592, |
|
"eval_runtime": 122.6432, |
|
"eval_samples_per_second": 167.502, |
|
"eval_steps_per_second": 10.469, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.954340473506201e-05, |
|
"loss": 0.3739, |
|
"step": 405 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.9537767756482527e-05, |
|
"loss": 0.4123, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.9532130777903045e-05, |
|
"loss": 0.4036, |
|
"step": 415 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 1.9526493799323563e-05, |
|
"loss": 0.406, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 1.952085682074408e-05, |
|
"loss": 0.4102, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 1.95152198421646e-05, |
|
"loss": 0.4192, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.950958286358512e-05, |
|
"loss": 0.3894, |
|
"step": 435 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.950394588500564e-05, |
|
"loss": 0.3765, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.9498308906426157e-05, |
|
"loss": 0.3818, |
|
"step": 445 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.9492671927846675e-05, |
|
"loss": 0.3807, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 1.9487034949267193e-05, |
|
"loss": 0.4095, |
|
"step": 455 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 1.948139797068771e-05, |
|
"loss": 0.3792, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 1.9475760992108232e-05, |
|
"loss": 0.3698, |
|
"step": 465 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 1.947012401352875e-05, |
|
"loss": 0.3762, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 1.9464487034949268e-05, |
|
"loss": 0.3603, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 1.9458850056369786e-05, |
|
"loss": 0.3792, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 1.9453213077790304e-05, |
|
"loss": 0.3774, |
|
"step": 485 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 1.9447576099210825e-05, |
|
"loss": 0.3773, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 1.9441939120631343e-05, |
|
"loss": 0.3917, |
|
"step": 495 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 1.943630214205186e-05, |
|
"loss": 0.3806, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 1.943066516347238e-05, |
|
"loss": 0.3757, |
|
"step": 505 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 1.94250281848929e-05, |
|
"loss": 0.3813, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 1.941939120631342e-05, |
|
"loss": 0.3818, |
|
"step": 515 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 1.9413754227733937e-05, |
|
"loss": 0.374, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.9408117249154455e-05, |
|
"loss": 0.3739, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.9402480270574973e-05, |
|
"loss": 0.362, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.9396843291995494e-05, |
|
"loss": 0.3626, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.9391206313416012e-05, |
|
"loss": 0.373, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"learning_rate": 1.938556933483653e-05, |
|
"loss": 0.3833, |
|
"step": 545 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"learning_rate": 1.9379932356257048e-05, |
|
"loss": 0.3931, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"learning_rate": 1.9374295377677566e-05, |
|
"loss": 0.3715, |
|
"step": 555 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 1.9368658399098087e-05, |
|
"loss": 0.3596, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 1.9363021420518605e-05, |
|
"loss": 0.376, |
|
"step": 565 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 1.9357384441939123e-05, |
|
"loss": 0.3936, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 1.935174746335964e-05, |
|
"loss": 0.3561, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.934611048478016e-05, |
|
"loss": 0.3757, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.9340473506200677e-05, |
|
"loss": 0.3634, |
|
"step": 585 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.9334836527621195e-05, |
|
"loss": 0.3743, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 1.9329199549041717e-05, |
|
"loss": 0.3684, |
|
"step": 595 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 1.9323562570462235e-05, |
|
"loss": 0.3383, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"eval_accuracy": 0.7725745996203086, |
|
"eval_accuracy_sklearn": 0.7725745996203086, |
|
"eval_f1": 0.8170855845274451, |
|
"eval_loss": 0.5046594142913818, |
|
"eval_precision": 0.7219454822194549, |
|
"eval_recall": 0.9411075036075036, |
|
"eval_runtime": 122.8876, |
|
"eval_samples_per_second": 167.169, |
|
"eval_steps_per_second": 10.449, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 1.9317925591882753e-05, |
|
"loss": 0.3639, |
|
"step": 605 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 1.931228861330327e-05, |
|
"loss": 0.3759, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 1.930665163472379e-05, |
|
"loss": 0.3858, |
|
"step": 615 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 1.9301014656144307e-05, |
|
"loss": 0.3413, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 1.9295377677564825e-05, |
|
"loss": 0.3691, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"learning_rate": 1.9289740698985346e-05, |
|
"loss": 0.3703, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"learning_rate": 1.9284103720405864e-05, |
|
"loss": 0.3535, |
|
"step": 635 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"learning_rate": 1.9278466741826382e-05, |
|
"loss": 0.3699, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"learning_rate": 1.92728297632469e-05, |
|
"loss": 0.3643, |
|
"step": 645 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 1.9267192784667418e-05, |
|
"loss": 0.3646, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 1.926155580608794e-05, |
|
"loss": 0.3706, |
|
"step": 655 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 1.9255918827508457e-05, |
|
"loss": 0.3408, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 1.9250281848928975e-05, |
|
"loss": 0.3665, |
|
"step": 665 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 1.9244644870349493e-05, |
|
"loss": 0.3652, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 1.923900789177001e-05, |
|
"loss": 0.3437, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 1.9233370913190533e-05, |
|
"loss": 0.3361, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 1.922773393461105e-05, |
|
"loss": 0.3604, |
|
"step": 685 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 1.922209695603157e-05, |
|
"loss": 0.3682, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 1.9216459977452087e-05, |
|
"loss": 0.3519, |
|
"step": 695 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 1.9210822998872608e-05, |
|
"loss": 0.3646, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 1.9205186020293126e-05, |
|
"loss": 0.3517, |
|
"step": 705 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 1.9199549041713644e-05, |
|
"loss": 0.3577, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 1.9193912063134162e-05, |
|
"loss": 0.3666, |
|
"step": 715 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.918827508455468e-05, |
|
"loss": 0.343, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.91826381059752e-05, |
|
"loss": 0.3315, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.917700112739572e-05, |
|
"loss": 0.368, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.9171364148816237e-05, |
|
"loss": 0.3566, |
|
"step": 735 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 1.9165727170236755e-05, |
|
"loss": 0.358, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 1.9160090191657273e-05, |
|
"loss": 0.3517, |
|
"step": 745 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 1.915445321307779e-05, |
|
"loss": 0.3739, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 1.914881623449831e-05, |
|
"loss": 0.3738, |
|
"step": 755 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 1.914317925591883e-05, |
|
"loss": 0.3636, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 1.913754227733935e-05, |
|
"loss": 0.3636, |
|
"step": 765 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 1.9131905298759867e-05, |
|
"loss": 0.3592, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 1.9126268320180385e-05, |
|
"loss": 0.3461, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 1.9120631341600903e-05, |
|
"loss": 0.3218, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 1.911499436302142e-05, |
|
"loss": 0.3709, |
|
"step": 785 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 1.910935738444194e-05, |
|
"loss": 0.3428, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 1.910372040586246e-05, |
|
"loss": 0.345, |
|
"step": 795 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 1.9098083427282978e-05, |
|
"loss": 0.3204, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"eval_accuracy": 0.7997371367375748, |
|
"eval_accuracy_sklearn": 0.7997371367375748, |
|
"eval_f1": 0.8352158936153168, |
|
"eval_loss": 0.4629848897457123, |
|
"eval_precision": 0.7512609886150742, |
|
"eval_recall": 0.9402958152958153, |
|
"eval_runtime": 122.8837, |
|
"eval_samples_per_second": 167.174, |
|
"eval_steps_per_second": 10.449, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 1.9092446448703496e-05, |
|
"loss": 0.3527, |
|
"step": 805 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.9086809470124014e-05, |
|
"loss": 0.3307, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.9081172491544532e-05, |
|
"loss": 0.3243, |
|
"step": 815 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.9075535512965053e-05, |
|
"loss": 0.3445, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.906989853438557e-05, |
|
"loss": 0.3386, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.906426155580609e-05, |
|
"loss": 0.3477, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.9058624577226607e-05, |
|
"loss": 0.3353, |
|
"step": 835 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.9052987598647125e-05, |
|
"loss": 0.3448, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 1.9047350620067647e-05, |
|
"loss": 0.3399, |
|
"step": 845 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 1.9041713641488165e-05, |
|
"loss": 0.3454, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 1.9036076662908683e-05, |
|
"loss": 0.3347, |
|
"step": 855 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 1.90304396843292e-05, |
|
"loss": 0.3544, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"learning_rate": 1.902480270574972e-05, |
|
"loss": 0.3301, |
|
"step": 865 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"learning_rate": 1.901916572717024e-05, |
|
"loss": 0.3536, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"learning_rate": 1.9013528748590758e-05, |
|
"loss": 0.3279, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 1.9007891770011276e-05, |
|
"loss": 0.3345, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 1.9002254791431794e-05, |
|
"loss": 0.3359, |
|
"step": 885 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 1.8996617812852315e-05, |
|
"loss": 0.3357, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 1.8990980834272833e-05, |
|
"loss": 0.3293, |
|
"step": 895 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 1.898534385569335e-05, |
|
"loss": 0.3392, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 1.897970687711387e-05, |
|
"loss": 0.3213, |
|
"step": 905 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 1.8974069898534387e-05, |
|
"loss": 0.3431, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 1.8968432919954905e-05, |
|
"loss": 0.3349, |
|
"step": 915 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 1.8962795941375423e-05, |
|
"loss": 0.343, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 1.8957158962795945e-05, |
|
"loss": 0.3426, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 1.8951521984216463e-05, |
|
"loss": 0.332, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 1.894588500563698e-05, |
|
"loss": 0.3466, |
|
"step": 935 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 1.89402480270575e-05, |
|
"loss": 0.3342, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 1.8934611048478016e-05, |
|
"loss": 0.3338, |
|
"step": 945 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.8928974069898534e-05, |
|
"loss": 0.3274, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.8923337091319052e-05, |
|
"loss": 0.3111, |
|
"step": 955 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.891770011273957e-05, |
|
"loss": 0.3202, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.8912063134160092e-05, |
|
"loss": 0.3266, |
|
"step": 965 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 1.890642615558061e-05, |
|
"loss": 0.3275, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 1.8900789177001128e-05, |
|
"loss": 0.3273, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 1.8895152198421646e-05, |
|
"loss": 0.3276, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 1.8889515219842167e-05, |
|
"loss": 0.3287, |
|
"step": 985 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 1.8883878241262685e-05, |
|
"loss": 0.3291, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 1.8878241262683203e-05, |
|
"loss": 0.3305, |
|
"step": 995 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 1.887260428410372e-05, |
|
"loss": 0.3202, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"eval_accuracy": 0.8104463807623035, |
|
"eval_accuracy_sklearn": 0.8104463807623035, |
|
"eval_f1": 0.841229715404061, |
|
"eval_loss": 0.44823434948921204, |
|
"eval_precision": 0.7676737609763358, |
|
"eval_recall": 0.9303751803751804, |
|
"eval_runtime": 118.5276, |
|
"eval_samples_per_second": 173.318, |
|
"eval_steps_per_second": 10.833, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 1.886696730552424e-05, |
|
"loss": 0.3336, |
|
"step": 1005 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 1.886133032694476e-05, |
|
"loss": 0.359, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 1.885569334836528e-05, |
|
"loss": 0.3248, |
|
"step": 1015 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 1.8850056369785796e-05, |
|
"loss": 0.3286, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 1.8844419391206314e-05, |
|
"loss": 0.3257, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 1.8838782412626832e-05, |
|
"loss": 0.3386, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 1.8833145434047354e-05, |
|
"loss": 0.3032, |
|
"step": 1035 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.8827508455467872e-05, |
|
"loss": 0.3149, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.882187147688839e-05, |
|
"loss": 0.3368, |
|
"step": 1045 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.8816234498308908e-05, |
|
"loss": 0.3387, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.8810597519729426e-05, |
|
"loss": 0.3333, |
|
"step": 1055 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.8804960541149947e-05, |
|
"loss": 0.3262, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.8799323562570465e-05, |
|
"loss": 0.328, |
|
"step": 1065 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.8793686583990983e-05, |
|
"loss": 0.3139, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 1.87880496054115e-05, |
|
"loss": 0.3407, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 1.878241262683202e-05, |
|
"loss": 0.3124, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 1.8776775648252537e-05, |
|
"loss": 0.3124, |
|
"step": 1085 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 1.877113866967306e-05, |
|
"loss": 0.3095, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 1.8765501691093576e-05, |
|
"loss": 0.332, |
|
"step": 1095 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 1.8759864712514094e-05, |
|
"loss": 0.3198, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 1.8754227733934612e-05, |
|
"loss": 0.3046, |
|
"step": 1105 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 1.874859075535513e-05, |
|
"loss": 0.3293, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 1.874295377677565e-05, |
|
"loss": 0.3019, |
|
"step": 1115 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 1.8737316798196166e-05, |
|
"loss": 0.3168, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 1.8731679819616684e-05, |
|
"loss": 0.3115, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.8726042841037206e-05, |
|
"loss": 0.3298, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.8720405862457724e-05, |
|
"loss": 0.3109, |
|
"step": 1135 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 1.8714768883878242e-05, |
|
"loss": 0.3099, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 1.870913190529876e-05, |
|
"loss": 0.2989, |
|
"step": 1145 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 1.8703494926719278e-05, |
|
"loss": 0.3151, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 1.86978579481398e-05, |
|
"loss": 0.3004, |
|
"step": 1155 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 1.8692220969560317e-05, |
|
"loss": 0.3284, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"learning_rate": 1.8686583990980835e-05, |
|
"loss": 0.3469, |
|
"step": 1165 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"learning_rate": 1.8680947012401353e-05, |
|
"loss": 0.31, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"learning_rate": 1.8675310033821874e-05, |
|
"loss": 0.3045, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 1.8669673055242392e-05, |
|
"loss": 0.3037, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 1.866403607666291e-05, |
|
"loss": 0.3086, |
|
"step": 1185 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 1.865839909808343e-05, |
|
"loss": 0.3238, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 1.8652762119503946e-05, |
|
"loss": 0.3052, |
|
"step": 1195 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 1.8647125140924468e-05, |
|
"loss": 0.3162, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"eval_accuracy": 0.8080124616657742, |
|
"eval_accuracy_sklearn": 0.8080124616657742, |
|
"eval_f1": 0.8425171697811851, |
|
"eval_loss": 0.42917490005493164, |
|
"eval_precision": 0.7559472628260246, |
|
"eval_recall": 0.9514790764790765, |
|
"eval_runtime": 122.7201, |
|
"eval_samples_per_second": 167.397, |
|
"eval_steps_per_second": 10.463, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 1.8641488162344986e-05, |
|
"loss": 0.3082, |
|
"step": 1205 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 1.8635851183765504e-05, |
|
"loss": 0.3214, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 1.863021420518602e-05, |
|
"loss": 0.3292, |
|
"step": 1215 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.862457722660654e-05, |
|
"loss": 0.3147, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.861894024802706e-05, |
|
"loss": 0.3237, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 1.861330326944758e-05, |
|
"loss": 0.3124, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.8607666290868097e-05, |
|
"loss": 0.3054, |
|
"step": 1235 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.8602029312288615e-05, |
|
"loss": 0.2998, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.8596392333709133e-05, |
|
"loss": 0.309, |
|
"step": 1245 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.8590755355129654e-05, |
|
"loss": 0.3014, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"learning_rate": 1.8585118376550172e-05, |
|
"loss": 0.3002, |
|
"step": 1255 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"learning_rate": 1.857948139797069e-05, |
|
"loss": 0.3084, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"learning_rate": 1.857384441939121e-05, |
|
"loss": 0.3113, |
|
"step": 1265 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 1.8568207440811726e-05, |
|
"loss": 0.3008, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 1.8562570462232244e-05, |
|
"loss": 0.2833, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 1.8556933483652762e-05, |
|
"loss": 0.3165, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 1.855129650507328e-05, |
|
"loss": 0.3063, |
|
"step": 1285 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 1.8545659526493798e-05, |
|
"loss": 0.3101, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 1.854002254791432e-05, |
|
"loss": 0.2924, |
|
"step": 1295 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 1.8534385569334838e-05, |
|
"loss": 0.3136, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.8528748590755356e-05, |
|
"loss": 0.3208, |
|
"step": 1305 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.8523111612175874e-05, |
|
"loss": 0.3168, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.851747463359639e-05, |
|
"loss": 0.3281, |
|
"step": 1315 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.8511837655016913e-05, |
|
"loss": 0.3242, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 1.850620067643743e-05, |
|
"loss": 0.3111, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 1.850056369785795e-05, |
|
"loss": 0.3, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 1.8494926719278467e-05, |
|
"loss": 0.3119, |
|
"step": 1335 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 1.848928974069899e-05, |
|
"loss": 0.2969, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 1.8483652762119506e-05, |
|
"loss": 0.2937, |
|
"step": 1345 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 1.8478015783540024e-05, |
|
"loss": 0.2845, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 1.8472378804960542e-05, |
|
"loss": 0.3171, |
|
"step": 1355 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 1.846674182638106e-05, |
|
"loss": 0.3079, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 1.846110484780158e-05, |
|
"loss": 0.3153, |
|
"step": 1365 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 1.84554678692221e-05, |
|
"loss": 0.293, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.8449830890642618e-05, |
|
"loss": 0.2984, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.8444193912063136e-05, |
|
"loss": 0.3061, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.8438556933483654e-05, |
|
"loss": 0.3045, |
|
"step": 1385 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.8432919954904175e-05, |
|
"loss": 0.3025, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 1.8427282976324693e-05, |
|
"loss": 0.2929, |
|
"step": 1395 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 1.842164599774521e-05, |
|
"loss": 0.2857, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"eval_accuracy": 0.8094728131236918, |
|
"eval_accuracy_sklearn": 0.8094728131236918, |
|
"eval_f1": 0.8447810913705583, |
|
"eval_loss": 0.4755173325538635, |
|
"eval_precision": 0.7538929784824462, |
|
"eval_recall": 0.960588023088023, |
|
"eval_runtime": 123.7982, |
|
"eval_samples_per_second": 165.939, |
|
"eval_steps_per_second": 10.372, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 1.841600901916573e-05, |
|
"loss": 0.3155, |
|
"step": 1405 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 1.8410372040586247e-05, |
|
"loss": 0.2855, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.8404735062006768e-05, |
|
"loss": 0.2869, |
|
"step": 1415 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.8399098083427286e-05, |
|
"loss": 0.2985, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.8393461104847804e-05, |
|
"loss": 0.3076, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.8387824126268322e-05, |
|
"loss": 0.301, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.838218714768884e-05, |
|
"loss": 0.2993, |
|
"step": 1435 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.8376550169109358e-05, |
|
"loss": 0.2739, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.8370913190529876e-05, |
|
"loss": 0.3116, |
|
"step": 1445 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 1.8365276211950394e-05, |
|
"loss": 0.2897, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 1.8359639233370916e-05, |
|
"loss": 0.2957, |
|
"step": 1455 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 1.8354002254791434e-05, |
|
"loss": 0.3094, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.834836527621195e-05, |
|
"loss": 0.3021, |
|
"step": 1465 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.834272829763247e-05, |
|
"loss": 0.2892, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.8337091319052988e-05, |
|
"loss": 0.2956, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.8331454340473506e-05, |
|
"loss": 0.275, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"learning_rate": 1.8325817361894027e-05, |
|
"loss": 0.3228, |
|
"step": 1485 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"learning_rate": 1.8320180383314545e-05, |
|
"loss": 0.2644, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"learning_rate": 1.8314543404735063e-05, |
|
"loss": 0.284, |
|
"step": 1495 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.830890642615558e-05, |
|
"loss": 0.3003, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.83032694475761e-05, |
|
"loss": 0.309, |
|
"step": 1505 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.829763246899662e-05, |
|
"loss": 0.2749, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.8291995490417138e-05, |
|
"loss": 0.3065, |
|
"step": 1515 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"learning_rate": 1.8286358511837656e-05, |
|
"loss": 0.3006, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"learning_rate": 1.8280721533258174e-05, |
|
"loss": 0.3009, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"learning_rate": 1.8275084554678696e-05, |
|
"loss": 0.3006, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.8269447576099214e-05, |
|
"loss": 0.298, |
|
"step": 1535 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.826381059751973e-05, |
|
"loss": 0.2972, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.825817361894025e-05, |
|
"loss": 0.3049, |
|
"step": 1545 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.8252536640360768e-05, |
|
"loss": 0.2988, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 1.824689966178129e-05, |
|
"loss": 0.2848, |
|
"step": 1555 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 1.8241262683201807e-05, |
|
"loss": 0.3006, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 1.8235625704622325e-05, |
|
"loss": 0.2962, |
|
"step": 1565 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.8229988726042843e-05, |
|
"loss": 0.2953, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.822435174746336e-05, |
|
"loss": 0.2874, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.8218714768883882e-05, |
|
"loss": 0.2939, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.82130777903044e-05, |
|
"loss": 0.279, |
|
"step": 1585 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.8207440811724918e-05, |
|
"loss": 0.2726, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.8201803833145436e-05, |
|
"loss": 0.2972, |
|
"step": 1595 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.8196166854565954e-05, |
|
"loss": 0.2895, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"eval_accuracy": 0.8567395219782894, |
|
"eval_accuracy_sklearn": 0.8567395219782894, |
|
"eval_f1": 0.873966853667937, |
|
"eval_loss": 0.3318902552127838, |
|
"eval_precision": 0.8320965505993639, |
|
"eval_recall": 0.9202741702741702, |
|
"eval_runtime": 122.6077, |
|
"eval_samples_per_second": 167.551, |
|
"eval_steps_per_second": 10.472, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.8190529875986472e-05, |
|
"loss": 0.2886, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 1.818489289740699e-05, |
|
"loss": 0.2684, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 1.8179255918827508e-05, |
|
"loss": 0.2792, |
|
"step": 1615 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 1.817361894024803e-05, |
|
"loss": 0.2817, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.8167981961668547e-05, |
|
"loss": 0.281, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.8162344983089065e-05, |
|
"loss": 0.2987, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.8156708004509583e-05, |
|
"loss": 0.2992, |
|
"step": 1635 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.81510710259301e-05, |
|
"loss": 0.2869, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.814543404735062e-05, |
|
"loss": 0.2774, |
|
"step": 1645 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.813979706877114e-05, |
|
"loss": 0.2876, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.813416009019166e-05, |
|
"loss": 0.2845, |
|
"step": 1655 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"learning_rate": 1.8128523111612177e-05, |
|
"loss": 0.2774, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"learning_rate": 1.8122886133032695e-05, |
|
"loss": 0.2834, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"learning_rate": 1.8117249154453213e-05, |
|
"loss": 0.2868, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"learning_rate": 1.8111612175873734e-05, |
|
"loss": 0.2737, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 1.8105975197294252e-05, |
|
"loss": 0.2906, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 1.810033821871477e-05, |
|
"loss": 0.2897, |
|
"step": 1685 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 1.8094701240135288e-05, |
|
"loss": 0.2814, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.8089064261555806e-05, |
|
"loss": 0.2856, |
|
"step": 1695 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.8083427282976327e-05, |
|
"loss": 0.2939, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.8077790304396845e-05, |
|
"loss": 0.2705, |
|
"step": 1705 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.8072153325817363e-05, |
|
"loss": 0.2853, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 1.806651634723788e-05, |
|
"loss": 0.2883, |
|
"step": 1715 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 1.8060879368658403e-05, |
|
"loss": 0.2653, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 1.805524239007892e-05, |
|
"loss": 0.2732, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.804960541149944e-05, |
|
"loss": 0.2936, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.8043968432919957e-05, |
|
"loss": 0.2873, |
|
"step": 1735 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.8038331454340475e-05, |
|
"loss": 0.28, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.8032694475760996e-05, |
|
"loss": 0.289, |
|
"step": 1745 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 1.8027057497181514e-05, |
|
"loss": 0.2775, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 1.8021420518602032e-05, |
|
"loss": 0.2803, |
|
"step": 1755 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 1.801578354002255e-05, |
|
"loss": 0.2924, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 1.8010146561443068e-05, |
|
"loss": 0.2728, |
|
"step": 1765 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.8004509582863586e-05, |
|
"loss": 0.2782, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.7998872604284104e-05, |
|
"loss": 0.2585, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.7993235625704622e-05, |
|
"loss": 0.2767, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.7987598647125143e-05, |
|
"loss": 0.2651, |
|
"step": 1785 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.798196166854566e-05, |
|
"loss": 0.2823, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.797632468996618e-05, |
|
"loss": 0.279, |
|
"step": 1795 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.7970687711386697e-05, |
|
"loss": 0.2658, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"eval_accuracy": 0.8598062600399162, |
|
"eval_accuracy_sklearn": 0.8598062600399162, |
|
"eval_f1": 0.8798798798798798, |
|
"eval_loss": 0.32673802971839905, |
|
"eval_precision": 0.8184357541899442, |
|
"eval_recall": 0.9512987012987013, |
|
"eval_runtime": 124.2957, |
|
"eval_samples_per_second": 165.275, |
|
"eval_steps_per_second": 10.33, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.7965050732807215e-05, |
|
"loss": 0.2493, |
|
"step": 1805 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.7959413754227733e-05, |
|
"loss": 0.2688, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.7953776775648255e-05, |
|
"loss": 0.2477, |
|
"step": 1815 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 1.7948139797068773e-05, |
|
"loss": 0.2589, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 1.794250281848929e-05, |
|
"loss": 0.244, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 1.793686583990981e-05, |
|
"loss": 0.2779, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 1.7931228861330327e-05, |
|
"loss": 0.2559, |
|
"step": 1835 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 1.7925591882750848e-05, |
|
"loss": 0.2595, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 1.7919954904171366e-05, |
|
"loss": 0.2536, |
|
"step": 1845 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 1.7914317925591884e-05, |
|
"loss": 0.2785, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.7908680947012402e-05, |
|
"loss": 0.2525, |
|
"step": 1855 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.790304396843292e-05, |
|
"loss": 0.2586, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.789740698985344e-05, |
|
"loss": 0.2629, |
|
"step": 1865 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.789177001127396e-05, |
|
"loss": 0.2471, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 1.7886133032694477e-05, |
|
"loss": 0.2781, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 1.7880496054114995e-05, |
|
"loss": 0.2499, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 1.7874859075535513e-05, |
|
"loss": 0.2687, |
|
"step": 1885 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.7869222096956035e-05, |
|
"loss": 0.268, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.7863585118376553e-05, |
|
"loss": 0.28, |
|
"step": 1895 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.785794813979707e-05, |
|
"loss": 0.2611, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.785231116121759e-05, |
|
"loss": 0.2604, |
|
"step": 1905 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.784667418263811e-05, |
|
"loss": 0.2661, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.7841037204058628e-05, |
|
"loss": 0.2469, |
|
"step": 1915 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.7835400225479146e-05, |
|
"loss": 0.2618, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 1.7829763246899664e-05, |
|
"loss": 0.2434, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 1.7824126268320182e-05, |
|
"loss": 0.2736, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 1.78184892897407e-05, |
|
"loss": 0.2607, |
|
"step": 1935 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 1.7812852311161218e-05, |
|
"loss": 0.2772, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 1.7807215332581736e-05, |
|
"loss": 0.2546, |
|
"step": 1945 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 1.7801578354002257e-05, |
|
"loss": 0.2434, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 1.7795941375422775e-05, |
|
"loss": 0.2621, |
|
"step": 1955 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 1.7790304396843293e-05, |
|
"loss": 0.2635, |
|
"step": 1960 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.778466741826381e-05, |
|
"loss": 0.2634, |
|
"step": 1965 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.777903043968433e-05, |
|
"loss": 0.2593, |
|
"step": 1970 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.7773393461104847e-05, |
|
"loss": 0.2772, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.7767756482525365e-05, |
|
"loss": 0.2519, |
|
"step": 1980 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.7762119503945887e-05, |
|
"loss": 0.2646, |
|
"step": 1985 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.7756482525366405e-05, |
|
"loss": 0.2638, |
|
"step": 1990 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.7750845546786923e-05, |
|
"loss": 0.2571, |
|
"step": 1995 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 1.774520856820744e-05, |
|
"loss": 0.2564, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"eval_accuracy": 0.8555712408119555, |
|
"eval_accuracy_sklearn": 0.8555712408119555, |
|
"eval_f1": 0.8777049585754916, |
|
"eval_loss": 0.350249707698822, |
|
"eval_precision": 0.8082441357321795, |
|
"eval_recall": 0.9602272727272727, |
|
"eval_runtime": 123.1848, |
|
"eval_samples_per_second": 166.766, |
|
"eval_steps_per_second": 10.423, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 1.7739571589627962e-05, |
|
"loss": 0.2456, |
|
"step": 2005 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 1.773393461104848e-05, |
|
"loss": 0.2568, |
|
"step": 2010 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 1.7728297632468998e-05, |
|
"loss": 0.2454, |
|
"step": 2015 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 1.7722660653889516e-05, |
|
"loss": 0.2641, |
|
"step": 2020 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 1.7717023675310034e-05, |
|
"loss": 0.2571, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 1.7711386696730555e-05, |
|
"loss": 0.2707, |
|
"step": 2030 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.7705749718151073e-05, |
|
"loss": 0.2477, |
|
"step": 2035 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.770011273957159e-05, |
|
"loss": 0.2529, |
|
"step": 2040 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.769447576099211e-05, |
|
"loss": 0.2504, |
|
"step": 2045 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.7688838782412627e-05, |
|
"loss": 0.2594, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.768320180383315e-05, |
|
"loss": 0.2464, |
|
"step": 2055 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.7677564825253667e-05, |
|
"loss": 0.2458, |
|
"step": 2060 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.7671927846674185e-05, |
|
"loss": 0.24, |
|
"step": 2065 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 1.7666290868094703e-05, |
|
"loss": 0.2496, |
|
"step": 2070 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 1.766065388951522e-05, |
|
"loss": 0.2454, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 1.7655016910935742e-05, |
|
"loss": 0.2501, |
|
"step": 2080 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.764937993235626e-05, |
|
"loss": 0.2333, |
|
"step": 2085 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.7643742953776778e-05, |
|
"loss": 0.2624, |
|
"step": 2090 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.7638105975197296e-05, |
|
"loss": 0.2439, |
|
"step": 2095 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.7632468996617814e-05, |
|
"loss": 0.2492, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 1.7626832018038332e-05, |
|
"loss": 0.2589, |
|
"step": 2105 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 1.7621195039458853e-05, |
|
"loss": 0.261, |
|
"step": 2110 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 1.761555806087937e-05, |
|
"loss": 0.2605, |
|
"step": 2115 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 1.760992108229989e-05, |
|
"loss": 0.2631, |
|
"step": 2120 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 1.7604284103720407e-05, |
|
"loss": 0.2587, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 1.7598647125140925e-05, |
|
"loss": 0.2701, |
|
"step": 2130 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 1.7593010146561443e-05, |
|
"loss": 0.2629, |
|
"step": 2135 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.758737316798196e-05, |
|
"loss": 0.2534, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.758173618940248e-05, |
|
"loss": 0.2504, |
|
"step": 2145 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.7576099210823e-05, |
|
"loss": 0.2585, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.757046223224352e-05, |
|
"loss": 0.2559, |
|
"step": 2155 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 1.7564825253664037e-05, |
|
"loss": 0.2692, |
|
"step": 2160 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 1.7559188275084555e-05, |
|
"loss": 0.26, |
|
"step": 2165 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 1.7553551296505073e-05, |
|
"loss": 0.2602, |
|
"step": 2170 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.7547914317925594e-05, |
|
"loss": 0.2633, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.7542277339346112e-05, |
|
"loss": 0.2494, |
|
"step": 2180 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.753664036076663e-05, |
|
"loss": 0.2581, |
|
"step": 2185 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 1.7531003382187148e-05, |
|
"loss": 0.2302, |
|
"step": 2190 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 1.752536640360767e-05, |
|
"loss": 0.2364, |
|
"step": 2195 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 1.7519729425028187e-05, |
|
"loss": 0.2384, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"eval_accuracy": 0.8757240909312174, |
|
"eval_accuracy_sklearn": 0.8757240909312174, |
|
"eval_f1": 0.8924735711578149, |
|
"eval_loss": 0.30816930532455444, |
|
"eval_precision": 0.8372184907151323, |
|
"eval_recall": 0.9555375180375181, |
|
"eval_runtime": 122.6824, |
|
"eval_samples_per_second": 167.449, |
|
"eval_steps_per_second": 10.466, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 1.7514092446448705e-05, |
|
"loss": 0.2734, |
|
"step": 2205 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 1.7508455467869223e-05, |
|
"loss": 0.2515, |
|
"step": 2210 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 1.750281848928974e-05, |
|
"loss": 0.2371, |
|
"step": 2215 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 1.7497181510710263e-05, |
|
"loss": 0.2411, |
|
"step": 2220 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 1.749154453213078e-05, |
|
"loss": 0.2704, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 1.74859075535513e-05, |
|
"loss": 0.2487, |
|
"step": 2230 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 1.7480270574971817e-05, |
|
"loss": 0.2484, |
|
"step": 2235 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 1.7474633596392334e-05, |
|
"loss": 0.2499, |
|
"step": 2240 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 1.7468996617812856e-05, |
|
"loss": 0.2424, |
|
"step": 2245 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 1.7463359639233374e-05, |
|
"loss": 0.2464, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 1.7457722660653892e-05, |
|
"loss": 0.2438, |
|
"step": 2255 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 1.745208568207441e-05, |
|
"loss": 0.23, |
|
"step": 2260 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 1.7446448703494928e-05, |
|
"loss": 0.2511, |
|
"step": 2265 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 1.7440811724915446e-05, |
|
"loss": 0.2501, |
|
"step": 2270 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 1.7435174746335967e-05, |
|
"loss": 0.2358, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 1.7429537767756485e-05, |
|
"loss": 0.2734, |
|
"step": 2280 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 1.7423900789177003e-05, |
|
"loss": 0.2316, |
|
"step": 2285 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 1.741826381059752e-05, |
|
"loss": 0.2282, |
|
"step": 2290 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 1.741262683201804e-05, |
|
"loss": 0.2533, |
|
"step": 2295 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 1.7406989853438557e-05, |
|
"loss": 0.251, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 1.7401352874859075e-05, |
|
"loss": 0.2358, |
|
"step": 2305 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 1.7395715896279593e-05, |
|
"loss": 0.2412, |
|
"step": 2310 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 1.7390078917700114e-05, |
|
"loss": 0.2685, |
|
"step": 2315 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.7384441939120632e-05, |
|
"loss": 0.2508, |
|
"step": 2320 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.737880496054115e-05, |
|
"loss": 0.2437, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.737316798196167e-05, |
|
"loss": 0.2283, |
|
"step": 2330 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 1.7367531003382186e-05, |
|
"loss": 0.2398, |
|
"step": 2335 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 1.7361894024802708e-05, |
|
"loss": 0.2574, |
|
"step": 2340 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 1.7356257046223226e-05, |
|
"loss": 0.2403, |
|
"step": 2345 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 1.7350620067643744e-05, |
|
"loss": 0.2504, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 1.7344983089064262e-05, |
|
"loss": 0.246, |
|
"step": 2355 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 1.7339346110484783e-05, |
|
"loss": 0.2392, |
|
"step": 2360 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 1.73337091319053e-05, |
|
"loss": 0.2405, |
|
"step": 2365 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 1.732807215332582e-05, |
|
"loss": 0.2395, |
|
"step": 2370 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 1.7322435174746337e-05, |
|
"loss": 0.2464, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 1.7316798196166855e-05, |
|
"loss": 0.2432, |
|
"step": 2380 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 1.7311161217587376e-05, |
|
"loss": 0.2482, |
|
"step": 2385 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 1.7305524239007894e-05, |
|
"loss": 0.2583, |
|
"step": 2390 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 1.7299887260428412e-05, |
|
"loss": 0.2541, |
|
"step": 2395 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 1.729425028184893e-05, |
|
"loss": 0.2402, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"eval_accuracy": 0.8860925862824319, |
|
"eval_accuracy_sklearn": 0.8860925862824319, |
|
"eval_f1": 0.9008222429431211, |
|
"eval_loss": 0.27121710777282715, |
|
"eval_precision": 0.8497521189828882, |
|
"eval_recall": 0.9584235209235209, |
|
"eval_runtime": 121.5197, |
|
"eval_samples_per_second": 169.051, |
|
"eval_steps_per_second": 10.566, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.728861330326945e-05, |
|
"loss": 0.256, |
|
"step": 2405 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.728297632468997e-05, |
|
"loss": 0.2284, |
|
"step": 2410 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.7277339346110488e-05, |
|
"loss": 0.2192, |
|
"step": 2415 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.7271702367531006e-05, |
|
"loss": 0.2487, |
|
"step": 2420 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 1.7266065388951524e-05, |
|
"loss": 0.2285, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 1.7260428410372042e-05, |
|
"loss": 0.234, |
|
"step": 2430 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 1.725479143179256e-05, |
|
"loss": 0.2347, |
|
"step": 2435 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.724915445321308e-05, |
|
"loss": 0.2382, |
|
"step": 2440 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.72435174746336e-05, |
|
"loss": 0.2581, |
|
"step": 2445 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.7237880496054117e-05, |
|
"loss": 0.2271, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 1.7232243517474635e-05, |
|
"loss": 0.2374, |
|
"step": 2455 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 1.7226606538895153e-05, |
|
"loss": 0.2346, |
|
"step": 2460 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 1.722096956031567e-05, |
|
"loss": 0.2613, |
|
"step": 2465 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 1.721533258173619e-05, |
|
"loss": 0.2624, |
|
"step": 2470 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 1.7209695603156707e-05, |
|
"loss": 0.219, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 1.720405862457723e-05, |
|
"loss": 0.2308, |
|
"step": 2480 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 1.7198421645997746e-05, |
|
"loss": 0.2439, |
|
"step": 2485 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 1.7192784667418264e-05, |
|
"loss": 0.2614, |
|
"step": 2490 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 1.7187147688838782e-05, |
|
"loss": 0.2528, |
|
"step": 2495 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 1.71815107102593e-05, |
|
"loss": 0.2454, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 1.7175873731679822e-05, |
|
"loss": 0.2288, |
|
"step": 2505 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 1.717023675310034e-05, |
|
"loss": 0.2504, |
|
"step": 2510 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 1.7164599774520858e-05, |
|
"loss": 0.2407, |
|
"step": 2515 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 1.7158962795941376e-05, |
|
"loss": 0.2436, |
|
"step": 2520 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 1.7153325817361894e-05, |
|
"loss": 0.229, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 1.7147688838782415e-05, |
|
"loss": 0.2377, |
|
"step": 2530 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 1.7142051860202933e-05, |
|
"loss": 0.2402, |
|
"step": 2535 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 1.713641488162345e-05, |
|
"loss": 0.2441, |
|
"step": 2540 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 1.713077790304397e-05, |
|
"loss": 0.2452, |
|
"step": 2545 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 1.712514092446449e-05, |
|
"loss": 0.2353, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 1.711950394588501e-05, |
|
"loss": 0.2478, |
|
"step": 2555 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 1.7113866967305526e-05, |
|
"loss": 0.2508, |
|
"step": 2560 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 1.7108229988726044e-05, |
|
"loss": 0.2623, |
|
"step": 2565 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 1.7102593010146562e-05, |
|
"loss": 0.2588, |
|
"step": 2570 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 1.7096956031567084e-05, |
|
"loss": 0.2397, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 1.70913190529876e-05, |
|
"loss": 0.2183, |
|
"step": 2580 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.708568207440812e-05, |
|
"loss": 0.24, |
|
"step": 2585 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.7080045095828638e-05, |
|
"loss": 0.2461, |
|
"step": 2590 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.7074408117249156e-05, |
|
"loss": 0.2461, |
|
"step": 2595 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 1.7068771138669674e-05, |
|
"loss": 0.2109, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"eval_accuracy": 0.8955361923769654, |
|
"eval_accuracy_sklearn": 0.8955361923769654, |
|
"eval_f1": 0.908501748102669, |
|
"eval_loss": 0.2583935260772705, |
|
"eval_precision": 0.8615558790231279, |
|
"eval_recall": 0.9608585858585859, |
|
"eval_runtime": 120.9295, |
|
"eval_samples_per_second": 169.876, |
|
"eval_steps_per_second": 10.618, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 1.7063134160090195e-05, |
|
"loss": 0.2278, |
|
"step": 2605 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 1.7057497181510713e-05, |
|
"loss": 0.2465, |
|
"step": 2610 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 1.705186020293123e-05, |
|
"loss": 0.2417, |
|
"step": 2615 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 1.704622322435175e-05, |
|
"loss": 0.2226, |
|
"step": 2620 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 1.7040586245772267e-05, |
|
"loss": 0.2404, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 1.7034949267192785e-05, |
|
"loss": 0.2433, |
|
"step": 2630 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 1.7029312288613303e-05, |
|
"loss": 0.2266, |
|
"step": 2635 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 1.702367531003382e-05, |
|
"loss": 0.2279, |
|
"step": 2640 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 1.7018038331454342e-05, |
|
"loss": 0.2525, |
|
"step": 2645 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 1.701240135287486e-05, |
|
"loss": 0.2074, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 1.7006764374295378e-05, |
|
"loss": 0.2459, |
|
"step": 2655 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 1.7001127395715896e-05, |
|
"loss": 0.2161, |
|
"step": 2660 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 1.6995490417136414e-05, |
|
"loss": 0.2401, |
|
"step": 2665 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 1.6989853438556936e-05, |
|
"loss": 0.2142, |
|
"step": 2670 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 1.6984216459977454e-05, |
|
"loss": 0.2341, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 1.697857948139797e-05, |
|
"loss": 0.2403, |
|
"step": 2680 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 1.697294250281849e-05, |
|
"loss": 0.2376, |
|
"step": 2685 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 1.6967305524239008e-05, |
|
"loss": 0.2368, |
|
"step": 2690 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 1.696166854565953e-05, |
|
"loss": 0.2465, |
|
"step": 2695 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 1.6956031567080047e-05, |
|
"loss": 0.2106, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 1.6950394588500565e-05, |
|
"loss": 0.2269, |
|
"step": 2705 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 1.6944757609921083e-05, |
|
"loss": 0.228, |
|
"step": 2710 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 1.69391206313416e-05, |
|
"loss": 0.2355, |
|
"step": 2715 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 1.6933483652762122e-05, |
|
"loss": 0.2141, |
|
"step": 2720 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.692784667418264e-05, |
|
"loss": 0.223, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.6922209695603158e-05, |
|
"loss": 0.2165, |
|
"step": 2730 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.6916572717023676e-05, |
|
"loss": 0.2428, |
|
"step": 2735 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.6910935738444198e-05, |
|
"loss": 0.2391, |
|
"step": 2740 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 1.6905298759864716e-05, |
|
"loss": 0.2261, |
|
"step": 2745 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 1.6899661781285234e-05, |
|
"loss": 0.2504, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 1.689402480270575e-05, |
|
"loss": 0.2335, |
|
"step": 2755 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 1.688838782412627e-05, |
|
"loss": 0.2174, |
|
"step": 2760 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 1.6882750845546788e-05, |
|
"loss": 0.2116, |
|
"step": 2765 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 1.687711386696731e-05, |
|
"loss": 0.2186, |
|
"step": 2770 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 1.6871476888387827e-05, |
|
"loss": 0.2297, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 1.6865839909808345e-05, |
|
"loss": 0.2253, |
|
"step": 2780 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 1.6860202931228863e-05, |
|
"loss": 0.258, |
|
"step": 2785 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 1.685456595264938e-05, |
|
"loss": 0.232, |
|
"step": 2790 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 1.68489289740699e-05, |
|
"loss": 0.2331, |
|
"step": 2795 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 1.6843291995490417e-05, |
|
"loss": 0.2039, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"eval_accuracy": 0.8755293774034951, |
|
"eval_accuracy_sklearn": 0.8755293774034951, |
|
"eval_f1": 0.894369397281778, |
|
"eval_loss": 0.3111112415790558, |
|
"eval_precision": 0.8251391112127449, |
|
"eval_recall": 0.9762806637806638, |
|
"eval_runtime": 122.1939, |
|
"eval_samples_per_second": 168.118, |
|
"eval_steps_per_second": 10.508, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 1.6837655016910935e-05, |
|
"loss": 0.2369, |
|
"step": 2805 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 1.6832018038331456e-05, |
|
"loss": 0.2138, |
|
"step": 2810 |
|
}, |
|
{ |
|
"epoch": 1.59, |
|
"learning_rate": 1.6826381059751974e-05, |
|
"loss": 0.2351, |
|
"step": 2815 |
|
}, |
|
{ |
|
"epoch": 1.59, |
|
"learning_rate": 1.6820744081172492e-05, |
|
"loss": 0.2268, |
|
"step": 2820 |
|
}, |
|
{ |
|
"epoch": 1.59, |
|
"learning_rate": 1.681510710259301e-05, |
|
"loss": 0.2442, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 1.6809470124013528e-05, |
|
"loss": 0.2442, |
|
"step": 2830 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 1.680383314543405e-05, |
|
"loss": 0.2224, |
|
"step": 2835 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 1.6798196166854568e-05, |
|
"loss": 0.2417, |
|
"step": 2840 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 1.6792559188275086e-05, |
|
"loss": 0.2242, |
|
"step": 2845 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 1.6786922209695604e-05, |
|
"loss": 0.2301, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 1.678128523111612e-05, |
|
"loss": 0.215, |
|
"step": 2855 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 1.6775648252536643e-05, |
|
"loss": 0.2352, |
|
"step": 2860 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 1.677001127395716e-05, |
|
"loss": 0.2192, |
|
"step": 2865 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 1.676437429537768e-05, |
|
"loss": 0.2183, |
|
"step": 2870 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 1.6758737316798197e-05, |
|
"loss": 0.2603, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 1.6753100338218715e-05, |
|
"loss": 0.2258, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.6747463359639236e-05, |
|
"loss": 0.218, |
|
"step": 2885 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.6741826381059754e-05, |
|
"loss": 0.2201, |
|
"step": 2890 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.6736189402480272e-05, |
|
"loss": 0.2364, |
|
"step": 2895 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.673055242390079e-05, |
|
"loss": 0.242, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 1.64, |
|
"learning_rate": 1.6724915445321308e-05, |
|
"loss": 0.2257, |
|
"step": 2905 |
|
}, |
|
{ |
|
"epoch": 1.64, |
|
"learning_rate": 1.671927846674183e-05, |
|
"loss": 0.2223, |
|
"step": 2910 |
|
}, |
|
{ |
|
"epoch": 1.64, |
|
"learning_rate": 1.6713641488162348e-05, |
|
"loss": 0.2024, |
|
"step": 2915 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 1.6708004509582866e-05, |
|
"loss": 0.2364, |
|
"step": 2920 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 1.6702367531003383e-05, |
|
"loss": 0.2279, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 1.6696730552423905e-05, |
|
"loss": 0.2301, |
|
"step": 2930 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 1.6691093573844423e-05, |
|
"loss": 0.2165, |
|
"step": 2935 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 1.668545659526494e-05, |
|
"loss": 0.2343, |
|
"step": 2940 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 1.667981961668546e-05, |
|
"loss": 0.2475, |
|
"step": 2945 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 1.6674182638105977e-05, |
|
"loss": 0.2329, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 1.6668545659526495e-05, |
|
"loss": 0.2097, |
|
"step": 2955 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 1.6662908680947013e-05, |
|
"loss": 0.2111, |
|
"step": 2960 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 1.665727170236753e-05, |
|
"loss": 0.2222, |
|
"step": 2965 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 1.665163472378805e-05, |
|
"loss": 0.2313, |
|
"step": 2970 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 1.664599774520857e-05, |
|
"loss": 0.224, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 1.6640360766629088e-05, |
|
"loss": 0.2268, |
|
"step": 2980 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 1.6634723788049606e-05, |
|
"loss": 0.2301, |
|
"step": 2985 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.6629086809470124e-05, |
|
"loss": 0.2136, |
|
"step": 2990 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.6623449830890642e-05, |
|
"loss": 0.2129, |
|
"step": 2995 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.661781285231116e-05, |
|
"loss": 0.2254, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"eval_accuracy": 0.9032273767219977, |
|
"eval_accuracy_sklearn": 0.9032273767219977, |
|
"eval_f1": 0.9145974740097945, |
|
"eval_loss": 0.23222507536411285, |
|
"eval_precision": 0.8732567678424938, |
|
"eval_recall": 0.9600468975468975, |
|
"eval_runtime": 122.7968, |
|
"eval_samples_per_second": 167.293, |
|
"eval_steps_per_second": 10.456, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 1.661217587373168e-05, |
|
"loss": 0.2196, |
|
"step": 3005 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 1.66065388951522e-05, |
|
"loss": 0.2302, |
|
"step": 3010 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 1.6600901916572717e-05, |
|
"loss": 0.2368, |
|
"step": 3015 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 1.6595264937993235e-05, |
|
"loss": 0.2373, |
|
"step": 3020 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"learning_rate": 1.6589627959413757e-05, |
|
"loss": 0.2194, |
|
"step": 3025 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"learning_rate": 1.6583990980834275e-05, |
|
"loss": 0.2172, |
|
"step": 3030 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"learning_rate": 1.6578354002254793e-05, |
|
"loss": 0.2252, |
|
"step": 3035 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"learning_rate": 1.657271702367531e-05, |
|
"loss": 0.2212, |
|
"step": 3040 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"learning_rate": 1.656708004509583e-05, |
|
"loss": 0.2356, |
|
"step": 3045 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"learning_rate": 1.656144306651635e-05, |
|
"loss": 0.2232, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"learning_rate": 1.6555806087936868e-05, |
|
"loss": 0.2149, |
|
"step": 3055 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"learning_rate": 1.6550169109357386e-05, |
|
"loss": 0.2145, |
|
"step": 3060 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 1.6544532130777904e-05, |
|
"loss": 0.2309, |
|
"step": 3065 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 1.6538895152198422e-05, |
|
"loss": 0.2154, |
|
"step": 3070 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 1.6533258173618943e-05, |
|
"loss": 0.2327, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 1.652762119503946e-05, |
|
"loss": 0.2221, |
|
"step": 3080 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 1.652198421645998e-05, |
|
"loss": 0.2153, |
|
"step": 3085 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 1.6516347237880497e-05, |
|
"loss": 0.2088, |
|
"step": 3090 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 1.6510710259301015e-05, |
|
"loss": 0.2207, |
|
"step": 3095 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 1.6505073280721537e-05, |
|
"loss": 0.2175, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 1.6499436302142055e-05, |
|
"loss": 0.2431, |
|
"step": 3105 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 1.6493799323562573e-05, |
|
"loss": 0.2203, |
|
"step": 3110 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 1.648816234498309e-05, |
|
"loss": 0.2213, |
|
"step": 3115 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 1.648252536640361e-05, |
|
"loss": 0.2238, |
|
"step": 3120 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 1.6476888387824127e-05, |
|
"loss": 0.2192, |
|
"step": 3125 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 1.6471251409244645e-05, |
|
"loss": 0.2298, |
|
"step": 3130 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 1.6465614430665166e-05, |
|
"loss": 0.2144, |
|
"step": 3135 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 1.6459977452085684e-05, |
|
"loss": 0.2292, |
|
"step": 3140 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 1.6454340473506202e-05, |
|
"loss": 0.2187, |
|
"step": 3145 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 1.644870349492672e-05, |
|
"loss": 0.2168, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 1.6443066516347238e-05, |
|
"loss": 0.2231, |
|
"step": 3155 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 1.6437429537767756e-05, |
|
"loss": 0.2104, |
|
"step": 3160 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 1.6431792559188274e-05, |
|
"loss": 0.2235, |
|
"step": 3165 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 1.6426155580608795e-05, |
|
"loss": 0.2176, |
|
"step": 3170 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 1.6420518602029313e-05, |
|
"loss": 0.2462, |
|
"step": 3175 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 1.641488162344983e-05, |
|
"loss": 0.2228, |
|
"step": 3180 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 1.640924464487035e-05, |
|
"loss": 0.2108, |
|
"step": 3185 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 1.640360766629087e-05, |
|
"loss": 0.2149, |
|
"step": 3190 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 1.639797068771139e-05, |
|
"loss": 0.2277, |
|
"step": 3195 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 1.6392333709131907e-05, |
|
"loss": 0.205, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"eval_accuracy": 0.911989485469503, |
|
"eval_accuracy_sklearn": 0.911989485469503, |
|
"eval_f1": 0.9214049730481654, |
|
"eval_loss": 0.2187822312116623, |
|
"eval_precision": 0.8893924135615978, |
|
"eval_recall": 0.9558080808080808, |
|
"eval_runtime": 136.2717, |
|
"eval_samples_per_second": 150.75, |
|
"eval_steps_per_second": 9.422, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 1.6386696730552425e-05, |
|
"loss": 0.2238, |
|
"step": 3205 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 1.6381059751972943e-05, |
|
"loss": 0.2241, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 1.6375422773393464e-05, |
|
"loss": 0.226, |
|
"step": 3215 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 1.6369785794813982e-05, |
|
"loss": 0.2323, |
|
"step": 3220 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 1.63641488162345e-05, |
|
"loss": 0.2252, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 1.6358511837655018e-05, |
|
"loss": 0.2279, |
|
"step": 3230 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 1.6352874859075536e-05, |
|
"loss": 0.2262, |
|
"step": 3235 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.6347237880496057e-05, |
|
"loss": 0.2215, |
|
"step": 3240 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.6341600901916575e-05, |
|
"loss": 0.2186, |
|
"step": 3245 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.6335963923337093e-05, |
|
"loss": 0.2202, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.633032694475761e-05, |
|
"loss": 0.2088, |
|
"step": 3255 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 1.632468996617813e-05, |
|
"loss": 0.2184, |
|
"step": 3260 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 1.631905298759865e-05, |
|
"loss": 0.2229, |
|
"step": 3265 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 1.631341600901917e-05, |
|
"loss": 0.2322, |
|
"step": 3270 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.6307779030439687e-05, |
|
"loss": 0.2027, |
|
"step": 3275 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.6302142051860205e-05, |
|
"loss": 0.2139, |
|
"step": 3280 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.6296505073280723e-05, |
|
"loss": 0.2209, |
|
"step": 3285 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.629086809470124e-05, |
|
"loss": 0.2164, |
|
"step": 3290 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 1.628523111612176e-05, |
|
"loss": 0.2255, |
|
"step": 3295 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 1.627959413754228e-05, |
|
"loss": 0.2052, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 1.86, |
|
"learning_rate": 1.6273957158962798e-05, |
|
"loss": 0.2173, |
|
"step": 3305 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 1.6268320180383316e-05, |
|
"loss": 0.2211, |
|
"step": 3310 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 1.6262683201803834e-05, |
|
"loss": 0.2168, |
|
"step": 3315 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 1.6257046223224352e-05, |
|
"loss": 0.2297, |
|
"step": 3320 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 1.625140924464487e-05, |
|
"loss": 0.2161, |
|
"step": 3325 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 1.6245772266065388e-05, |
|
"loss": 0.2149, |
|
"step": 3330 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 1.624013528748591e-05, |
|
"loss": 0.2282, |
|
"step": 3335 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 1.6234498308906427e-05, |
|
"loss": 0.1988, |
|
"step": 3340 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 1.6228861330326945e-05, |
|
"loss": 0.2223, |
|
"step": 3345 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 1.6223224351747463e-05, |
|
"loss": 0.2037, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 1.621758737316798e-05, |
|
"loss": 0.2127, |
|
"step": 3355 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 1.6211950394588503e-05, |
|
"loss": 0.2027, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 1.620631341600902e-05, |
|
"loss": 0.2116, |
|
"step": 3365 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 1.620067643742954e-05, |
|
"loss": 0.2018, |
|
"step": 3370 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 1.6195039458850057e-05, |
|
"loss": 0.2131, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 1.6189402480270578e-05, |
|
"loss": 0.2189, |
|
"step": 3380 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 1.6183765501691096e-05, |
|
"loss": 0.2151, |
|
"step": 3385 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 1.6178128523111614e-05, |
|
"loss": 0.1961, |
|
"step": 3390 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 1.6172491544532132e-05, |
|
"loss": 0.2249, |
|
"step": 3395 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.616685456595265e-05, |
|
"loss": 0.2208, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"eval_accuracy": 0.8987976439663146, |
|
"eval_accuracy_sklearn": 0.8987976439663146, |
|
"eval_f1": 0.9118731719723624, |
|
"eval_loss": 0.24518540501594543, |
|
"eval_precision": 0.8602735343517556, |
|
"eval_recall": 0.9700577200577201, |
|
"eval_runtime": 122.3997, |
|
"eval_samples_per_second": 167.835, |
|
"eval_steps_per_second": 10.49, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.616121758737317e-05, |
|
"loss": 0.1993, |
|
"step": 3405 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.615558060879369e-05, |
|
"loss": 0.2106, |
|
"step": 3410 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 1.6149943630214207e-05, |
|
"loss": 0.1996, |
|
"step": 3415 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 1.6144306651634725e-05, |
|
"loss": 0.2002, |
|
"step": 3420 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 1.6138669673055243e-05, |
|
"loss": 0.2058, |
|
"step": 3425 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 1.6133032694475765e-05, |
|
"loss": 0.2111, |
|
"step": 3430 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 1.6127395715896283e-05, |
|
"loss": 0.2095, |
|
"step": 3435 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 1.61217587373168e-05, |
|
"loss": 0.2034, |
|
"step": 3440 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 1.611612175873732e-05, |
|
"loss": 0.2136, |
|
"step": 3445 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 1.6110484780157837e-05, |
|
"loss": 0.2317, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 1.6104847801578355e-05, |
|
"loss": 0.2258, |
|
"step": 3455 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 1.6099210822998873e-05, |
|
"loss": 0.2183, |
|
"step": 3460 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 1.6093573844419394e-05, |
|
"loss": 0.1888, |
|
"step": 3465 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 1.6087936865839912e-05, |
|
"loss": 0.2154, |
|
"step": 3470 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 1.608229988726043e-05, |
|
"loss": 0.2211, |
|
"step": 3475 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 1.6076662908680948e-05, |
|
"loss": 0.2292, |
|
"step": 3480 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 1.6071025930101466e-05, |
|
"loss": 0.2214, |
|
"step": 3485 |
|
}, |
|
{ |
|
"epoch": 1.97, |
|
"learning_rate": 1.6065388951521984e-05, |
|
"loss": 0.2165, |
|
"step": 3490 |
|
}, |
|
{ |
|
"epoch": 1.97, |
|
"learning_rate": 1.6059751972942502e-05, |
|
"loss": 0.2248, |
|
"step": 3495 |
|
}, |
|
{ |
|
"epoch": 1.97, |
|
"learning_rate": 1.6054114994363023e-05, |
|
"loss": 0.186, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.604847801578354e-05, |
|
"loss": 0.203, |
|
"step": 3505 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.604284103720406e-05, |
|
"loss": 0.2094, |
|
"step": 3510 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.6037204058624577e-05, |
|
"loss": 0.2249, |
|
"step": 3515 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.6031567080045095e-05, |
|
"loss": 0.215, |
|
"step": 3520 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 1.6025930101465617e-05, |
|
"loss": 0.2165, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 1.6020293122886135e-05, |
|
"loss": 0.2152, |
|
"step": 3530 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 1.6014656144306653e-05, |
|
"loss": 0.197, |
|
"step": 3535 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.600901916572717e-05, |
|
"loss": 0.192, |
|
"step": 3540 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.600338218714769e-05, |
|
"loss": 0.2032, |
|
"step": 3545 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.599774520856821e-05, |
|
"loss": 0.2057, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.5992108229988728e-05, |
|
"loss": 0.1876, |
|
"step": 3555 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 1.5986471251409246e-05, |
|
"loss": 0.211, |
|
"step": 3560 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 1.5980834272829764e-05, |
|
"loss": 0.1902, |
|
"step": 3565 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 1.5975197294250285e-05, |
|
"loss": 0.18, |
|
"step": 3570 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 1.5969560315670803e-05, |
|
"loss": 0.2015, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 1.596392333709132e-05, |
|
"loss": 0.1849, |
|
"step": 3580 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 1.595828635851184e-05, |
|
"loss": 0.1955, |
|
"step": 3585 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 1.5952649379932357e-05, |
|
"loss": 0.1871, |
|
"step": 3590 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 1.594701240135288e-05, |
|
"loss": 0.203, |
|
"step": 3595 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 1.5941375422773397e-05, |
|
"loss": 0.196, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"eval_accuracy": 0.9003066738061627, |
|
"eval_accuracy_sklearn": 0.9003066738061627, |
|
"eval_f1": 0.9132864764162927, |
|
"eval_loss": 0.24654868245124817, |
|
"eval_precision": 0.8607342378292099, |
|
"eval_recall": 0.9726731601731602, |
|
"eval_runtime": 121.9395, |
|
"eval_samples_per_second": 168.469, |
|
"eval_steps_per_second": 10.53, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 1.5935738444193914e-05, |
|
"loss": 0.179, |
|
"step": 3605 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 1.5930101465614432e-05, |
|
"loss": 0.1959, |
|
"step": 3610 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 1.592446448703495e-05, |
|
"loss": 0.1958, |
|
"step": 3615 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 1.591882750845547e-05, |
|
"loss": 0.1984, |
|
"step": 3620 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 1.5913190529875986e-05, |
|
"loss": 0.2122, |
|
"step": 3625 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.5907553551296508e-05, |
|
"loss": 0.1962, |
|
"step": 3630 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.5901916572717026e-05, |
|
"loss": 0.2054, |
|
"step": 3635 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.5896279594137544e-05, |
|
"loss": 0.1946, |
|
"step": 3640 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.5890642615558062e-05, |
|
"loss": 0.199, |
|
"step": 3645 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 1.588500563697858e-05, |
|
"loss": 0.1812, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 1.5879368658399098e-05, |
|
"loss": 0.1969, |
|
"step": 3655 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 1.5873731679819616e-05, |
|
"loss": 0.1847, |
|
"step": 3660 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 1.5868094701240137e-05, |
|
"loss": 0.2084, |
|
"step": 3665 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 1.5862457722660655e-05, |
|
"loss": 0.1985, |
|
"step": 3670 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 1.5856820744081173e-05, |
|
"loss": 0.1929, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 1.585118376550169e-05, |
|
"loss": 0.1871, |
|
"step": 3680 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.584554678692221e-05, |
|
"loss": 0.1935, |
|
"step": 3685 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.583990980834273e-05, |
|
"loss": 0.2035, |
|
"step": 3690 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.583427282976325e-05, |
|
"loss": 0.1842, |
|
"step": 3695 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 1.5828635851183766e-05, |
|
"loss": 0.2124, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 1.5822998872604284e-05, |
|
"loss": 0.1707, |
|
"step": 3705 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 1.5817361894024802e-05, |
|
"loss": 0.1868, |
|
"step": 3710 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 1.5811724915445324e-05, |
|
"loss": 0.1911, |
|
"step": 3715 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 1.5806087936865842e-05, |
|
"loss": 0.1991, |
|
"step": 3720 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 1.580045095828636e-05, |
|
"loss": 0.2025, |
|
"step": 3725 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 1.5794813979706878e-05, |
|
"loss": 0.203, |
|
"step": 3730 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 1.5789177001127396e-05, |
|
"loss": 0.1946, |
|
"step": 3735 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 1.5783540022547917e-05, |
|
"loss": 0.1966, |
|
"step": 3740 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 1.5777903043968435e-05, |
|
"loss": 0.1902, |
|
"step": 3745 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 1.5772266065388953e-05, |
|
"loss": 0.1981, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 1.576662908680947e-05, |
|
"loss": 0.2008, |
|
"step": 3755 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 1.5760992108229992e-05, |
|
"loss": 0.1595, |
|
"step": 3760 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 1.575535512965051e-05, |
|
"loss": 0.2039, |
|
"step": 3765 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.574971815107103e-05, |
|
"loss": 0.2026, |
|
"step": 3770 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.5744081172491546e-05, |
|
"loss": 0.1841, |
|
"step": 3775 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.5738444193912064e-05, |
|
"loss": 0.2036, |
|
"step": 3780 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.5732807215332582e-05, |
|
"loss": 0.206, |
|
"step": 3785 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 1.5727170236753104e-05, |
|
"loss": 0.1966, |
|
"step": 3790 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 1.5721533258173622e-05, |
|
"loss": 0.1933, |
|
"step": 3795 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 1.571589627959414e-05, |
|
"loss": 0.1819, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"eval_accuracy": 0.9086793554982232, |
|
"eval_accuracy_sklearn": 0.9086793554982232, |
|
"eval_f1": 0.9200136437281488, |
|
"eval_loss": 0.24143485724925995, |
|
"eval_precision": 0.8724729095908135, |
|
"eval_recall": 0.9730339105339105, |
|
"eval_runtime": 122.9645, |
|
"eval_samples_per_second": 167.064, |
|
"eval_steps_per_second": 10.442, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 1.5710259301014658e-05, |
|
"loss": 0.1746, |
|
"step": 3805 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.5704622322435176e-05, |
|
"loss": 0.2166, |
|
"step": 3810 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.5698985343855694e-05, |
|
"loss": 0.2068, |
|
"step": 3815 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.569334836527621e-05, |
|
"loss": 0.1826, |
|
"step": 3820 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 1.568771138669673e-05, |
|
"loss": 0.1926, |
|
"step": 3825 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 1.5682074408117248e-05, |
|
"loss": 0.2156, |
|
"step": 3830 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 1.567643742953777e-05, |
|
"loss": 0.1941, |
|
"step": 3835 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 1.5670800450958287e-05, |
|
"loss": 0.1956, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 1.5665163472378805e-05, |
|
"loss": 0.1847, |
|
"step": 3845 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 1.5659526493799323e-05, |
|
"loss": 0.185, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 1.5653889515219844e-05, |
|
"loss": 0.1799, |
|
"step": 3855 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.5648252536640362e-05, |
|
"loss": 0.2, |
|
"step": 3860 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.564261555806088e-05, |
|
"loss": 0.1784, |
|
"step": 3865 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.56369785794814e-05, |
|
"loss": 0.1912, |
|
"step": 3870 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.5631341600901916e-05, |
|
"loss": 0.1859, |
|
"step": 3875 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"learning_rate": 1.5625704622322438e-05, |
|
"loss": 0.2022, |
|
"step": 3880 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"learning_rate": 1.5620067643742956e-05, |
|
"loss": 0.1983, |
|
"step": 3885 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"learning_rate": 1.5614430665163474e-05, |
|
"loss": 0.1873, |
|
"step": 3890 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.560879368658399e-05, |
|
"loss": 0.189, |
|
"step": 3895 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.560315670800451e-05, |
|
"loss": 0.1806, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.559751972942503e-05, |
|
"loss": 0.1779, |
|
"step": 3905 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.559188275084555e-05, |
|
"loss": 0.1923, |
|
"step": 3910 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 1.5586245772266067e-05, |
|
"loss": 0.1985, |
|
"step": 3915 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 1.5580608793686585e-05, |
|
"loss": 0.1983, |
|
"step": 3920 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 1.5574971815107103e-05, |
|
"loss": 0.2024, |
|
"step": 3925 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 1.5569334836527624e-05, |
|
"loss": 0.1739, |
|
"step": 3930 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 1.5563697857948142e-05, |
|
"loss": 0.1939, |
|
"step": 3935 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 1.555806087936866e-05, |
|
"loss": 0.2087, |
|
"step": 3940 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 1.555242390078918e-05, |
|
"loss": 0.2018, |
|
"step": 3945 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.5546786922209696e-05, |
|
"loss": 0.1876, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.5541149943630218e-05, |
|
"loss": 0.1731, |
|
"step": 3955 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.5535512965050736e-05, |
|
"loss": 0.1862, |
|
"step": 3960 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 1.5529875986471254e-05, |
|
"loss": 0.1919, |
|
"step": 3965 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 1.552423900789177e-05, |
|
"loss": 0.2005, |
|
"step": 3970 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 1.551860202931229e-05, |
|
"loss": 0.1932, |
|
"step": 3975 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 1.5512965050732808e-05, |
|
"loss": 0.1883, |
|
"step": 3980 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 1.5507328072153326e-05, |
|
"loss": 0.2155, |
|
"step": 3985 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 1.5501691093573844e-05, |
|
"loss": 0.2018, |
|
"step": 3990 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 1.5496054114994365e-05, |
|
"loss": 0.1871, |
|
"step": 3995 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 1.5490417136414883e-05, |
|
"loss": 0.1842, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"eval_accuracy": 0.9229421214038845, |
|
"eval_accuracy_sklearn": 0.9229421214038845, |
|
"eval_f1": 0.9310990206746463, |
|
"eval_loss": 0.1880422979593277, |
|
"eval_precision": 0.8998065113148818, |
|
"eval_recall": 0.9646464646464646, |
|
"eval_runtime": 123.0461, |
|
"eval_samples_per_second": 166.954, |
|
"eval_steps_per_second": 10.435, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 1.54847801578354e-05, |
|
"loss": 0.1989, |
|
"step": 4005 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 1.547914317925592e-05, |
|
"loss": 0.1781, |
|
"step": 4010 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 1.5473506200676437e-05, |
|
"loss": 0.1957, |
|
"step": 4015 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 1.5467869222096958e-05, |
|
"loss": 0.1786, |
|
"step": 4020 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 1.5462232243517476e-05, |
|
"loss": 0.1838, |
|
"step": 4025 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 1.5456595264937994e-05, |
|
"loss": 0.1835, |
|
"step": 4030 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 1.5450958286358512e-05, |
|
"loss": 0.1988, |
|
"step": 4035 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.544532130777903e-05, |
|
"loss": 0.1917, |
|
"step": 4040 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.543968432919955e-05, |
|
"loss": 0.1779, |
|
"step": 4045 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.543404735062007e-05, |
|
"loss": 0.1759, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"learning_rate": 1.5428410372040588e-05, |
|
"loss": 0.1988, |
|
"step": 4055 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"learning_rate": 1.5422773393461106e-05, |
|
"loss": 0.1883, |
|
"step": 4060 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"learning_rate": 1.5417136414881624e-05, |
|
"loss": 0.1783, |
|
"step": 4065 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"learning_rate": 1.5411499436302145e-05, |
|
"loss": 0.2045, |
|
"step": 4070 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 1.5405862457722663e-05, |
|
"loss": 0.1857, |
|
"step": 4075 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 1.540022547914318e-05, |
|
"loss": 0.1885, |
|
"step": 4080 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 1.53945885005637e-05, |
|
"loss": 0.1777, |
|
"step": 4085 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.5388951521984217e-05, |
|
"loss": 0.1885, |
|
"step": 4090 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.5383314543404738e-05, |
|
"loss": 0.1764, |
|
"step": 4095 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.5377677564825256e-05, |
|
"loss": 0.1858, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.5372040586245774e-05, |
|
"loss": 0.1945, |
|
"step": 4105 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"learning_rate": 1.5366403607666292e-05, |
|
"loss": 0.1845, |
|
"step": 4110 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"learning_rate": 1.536076662908681e-05, |
|
"loss": 0.184, |
|
"step": 4115 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"learning_rate": 1.535512965050733e-05, |
|
"loss": 0.1781, |
|
"step": 4120 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.534949267192785e-05, |
|
"loss": 0.1931, |
|
"step": 4125 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.5343855693348368e-05, |
|
"loss": 0.1862, |
|
"step": 4130 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.5338218714768886e-05, |
|
"loss": 0.1817, |
|
"step": 4135 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.5332581736189404e-05, |
|
"loss": 0.1897, |
|
"step": 4140 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"learning_rate": 1.532694475760992e-05, |
|
"loss": 0.1719, |
|
"step": 4145 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"learning_rate": 1.532130777903044e-05, |
|
"loss": 0.2006, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"learning_rate": 1.5315670800450958e-05, |
|
"loss": 0.2004, |
|
"step": 4155 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"learning_rate": 1.531003382187148e-05, |
|
"loss": 0.1794, |
|
"step": 4160 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 1.5304396843291997e-05, |
|
"loss": 0.1978, |
|
"step": 4165 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 1.5298759864712515e-05, |
|
"loss": 0.1922, |
|
"step": 4170 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 1.5293122886133033e-05, |
|
"loss": 0.1926, |
|
"step": 4175 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 1.528748590755355e-05, |
|
"loss": 0.1702, |
|
"step": 4180 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 1.528184892897407e-05, |
|
"loss": 0.2034, |
|
"step": 4185 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 1.527621195039459e-05, |
|
"loss": 0.1727, |
|
"step": 4190 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 1.5270574971815108e-05, |
|
"loss": 0.1762, |
|
"step": 4195 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 1.5264937993235626e-05, |
|
"loss": 0.2029, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"eval_accuracy": 0.9053205471450129, |
|
"eval_accuracy_sklearn": 0.9053205471450129, |
|
"eval_f1": 0.9177694161417157, |
|
"eval_loss": 0.23918241262435913, |
|
"eval_precision": 0.8638280939116594, |
|
"eval_recall": 0.9788961038961039, |
|
"eval_runtime": 121.4115, |
|
"eval_samples_per_second": 169.201, |
|
"eval_steps_per_second": 10.576, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 1.5259301014656144e-05, |
|
"loss": 0.1627, |
|
"step": 4205 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 1.5253664036076666e-05, |
|
"loss": 0.1838, |
|
"step": 4210 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.5248027057497184e-05, |
|
"loss": 0.1808, |
|
"step": 4215 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.5242390078917702e-05, |
|
"loss": 0.1723, |
|
"step": 4220 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.523675310033822e-05, |
|
"loss": 0.1697, |
|
"step": 4225 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.5231116121758737e-05, |
|
"loss": 0.1694, |
|
"step": 4230 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 1.5225479143179259e-05, |
|
"loss": 0.1738, |
|
"step": 4235 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 1.5219842164599777e-05, |
|
"loss": 0.1828, |
|
"step": 4240 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 1.5214205186020295e-05, |
|
"loss": 0.1825, |
|
"step": 4245 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 1.5208568207440813e-05, |
|
"loss": 0.1775, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 1.520293122886133e-05, |
|
"loss": 0.1928, |
|
"step": 4255 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 1.519729425028185e-05, |
|
"loss": 0.1783, |
|
"step": 4260 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 1.5191657271702368e-05, |
|
"loss": 0.1667, |
|
"step": 4265 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 1.5186020293122886e-05, |
|
"loss": 0.1832, |
|
"step": 4270 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 1.5180383314543406e-05, |
|
"loss": 0.1915, |
|
"step": 4275 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 1.5174746335963924e-05, |
|
"loss": 0.2001, |
|
"step": 4280 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 1.5169109357384444e-05, |
|
"loss": 0.187, |
|
"step": 4285 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 1.5163472378804962e-05, |
|
"loss": 0.2092, |
|
"step": 4290 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 1.515783540022548e-05, |
|
"loss": 0.1713, |
|
"step": 4295 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 1.5152198421645998e-05, |
|
"loss": 0.1958, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 1.5146561443066519e-05, |
|
"loss": 0.1782, |
|
"step": 4305 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 1.5140924464487037e-05, |
|
"loss": 0.179, |
|
"step": 4310 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 1.5135287485907555e-05, |
|
"loss": 0.1669, |
|
"step": 4315 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 1.5129650507328073e-05, |
|
"loss": 0.198, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 1.5124013528748591e-05, |
|
"loss": 0.1842, |
|
"step": 4325 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 1.511837655016911e-05, |
|
"loss": 0.193, |
|
"step": 4330 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 1.511273957158963e-05, |
|
"loss": 0.1893, |
|
"step": 4335 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 1.5107102593010148e-05, |
|
"loss": 0.1812, |
|
"step": 4340 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 1.5101465614430666e-05, |
|
"loss": 0.1951, |
|
"step": 4345 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 1.5095828635851184e-05, |
|
"loss": 0.1783, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 1.5090191657271704e-05, |
|
"loss": 0.181, |
|
"step": 4355 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 1.5084554678692222e-05, |
|
"loss": 0.18, |
|
"step": 4360 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 1.507891770011274e-05, |
|
"loss": 0.1816, |
|
"step": 4365 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 1.5073280721533258e-05, |
|
"loss": 0.1911, |
|
"step": 4370 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 1.5067643742953778e-05, |
|
"loss": 0.173, |
|
"step": 4375 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 1.5062006764374297e-05, |
|
"loss": 0.1947, |
|
"step": 4380 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 1.5056369785794815e-05, |
|
"loss": 0.1983, |
|
"step": 4385 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 1.5050732807215333e-05, |
|
"loss": 0.1832, |
|
"step": 4390 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 1.5045095828635851e-05, |
|
"loss": 0.176, |
|
"step": 4395 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 1.5039458850056373e-05, |
|
"loss": 0.1731, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"eval_accuracy": 0.9001606386603709, |
|
"eval_accuracy_sklearn": 0.9001606386603709, |
|
"eval_f1": 0.9142092274229304, |
|
"eval_loss": 0.26414573192596436, |
|
"eval_precision": 0.8524845931819954, |
|
"eval_recall": 0.9855699855699855, |
|
"eval_runtime": 122.8598, |
|
"eval_samples_per_second": 167.207, |
|
"eval_steps_per_second": 10.451, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 1.503382187147689e-05, |
|
"loss": 0.1813, |
|
"step": 4405 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 1.5028184892897409e-05, |
|
"loss": 0.1805, |
|
"step": 4410 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 1.5022547914317927e-05, |
|
"loss": 0.1939, |
|
"step": 4415 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 1.5016910935738445e-05, |
|
"loss": 0.1708, |
|
"step": 4420 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 1.5011273957158964e-05, |
|
"loss": 0.19, |
|
"step": 4425 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 1.5005636978579482e-05, |
|
"loss": 0.1878, |
|
"step": 4430 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 1.5000000000000002e-05, |
|
"loss": 0.1811, |
|
"step": 4435 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 1.499436302142052e-05, |
|
"loss": 0.1874, |
|
"step": 4440 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"learning_rate": 1.4988726042841038e-05, |
|
"loss": 0.174, |
|
"step": 4445 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"learning_rate": 1.4983089064261558e-05, |
|
"loss": 0.1693, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"learning_rate": 1.4977452085682076e-05, |
|
"loss": 0.1651, |
|
"step": 4455 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"learning_rate": 1.4971815107102594e-05, |
|
"loss": 0.1823, |
|
"step": 4460 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 1.4966178128523112e-05, |
|
"loss": 0.1883, |
|
"step": 4465 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 1.496054114994363e-05, |
|
"loss": 0.1918, |
|
"step": 4470 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 1.4954904171364151e-05, |
|
"loss": 0.1714, |
|
"step": 4475 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 1.4949267192784669e-05, |
|
"loss": 0.1663, |
|
"step": 4480 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 1.4943630214205187e-05, |
|
"loss": 0.1862, |
|
"step": 4485 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 1.4937993235625705e-05, |
|
"loss": 0.1649, |
|
"step": 4490 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 1.4932356257046225e-05, |
|
"loss": 0.1597, |
|
"step": 4495 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 1.4926719278466744e-05, |
|
"loss": 0.1918, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 1.4921082299887262e-05, |
|
"loss": 0.1775, |
|
"step": 4505 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 1.491544532130778e-05, |
|
"loss": 0.1775, |
|
"step": 4510 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 1.4909808342728298e-05, |
|
"loss": 0.1841, |
|
"step": 4515 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 1.4904171364148818e-05, |
|
"loss": 0.1678, |
|
"step": 4520 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 1.4898534385569336e-05, |
|
"loss": 0.1925, |
|
"step": 4525 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 1.4892897406989854e-05, |
|
"loss": 0.1759, |
|
"step": 4530 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 1.4887260428410372e-05, |
|
"loss": 0.181, |
|
"step": 4535 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 1.4881623449830892e-05, |
|
"loss": 0.1679, |
|
"step": 4540 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 1.4875986471251411e-05, |
|
"loss": 0.1967, |
|
"step": 4545 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 1.487034949267193e-05, |
|
"loss": 0.1978, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 1.4864712514092447e-05, |
|
"loss": 0.1667, |
|
"step": 4555 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 1.4859075535512965e-05, |
|
"loss": 0.1845, |
|
"step": 4560 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 1.4853438556933483e-05, |
|
"loss": 0.1875, |
|
"step": 4565 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 1.4847801578354005e-05, |
|
"loss": 0.1812, |
|
"step": 4570 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 1.4842164599774523e-05, |
|
"loss": 0.1692, |
|
"step": 4575 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 1.483652762119504e-05, |
|
"loss": 0.1683, |
|
"step": 4580 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 1.4830890642615559e-05, |
|
"loss": 0.1836, |
|
"step": 4585 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 1.4825253664036078e-05, |
|
"loss": 0.1808, |
|
"step": 4590 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 1.4819616685456596e-05, |
|
"loss": 0.1591, |
|
"step": 4595 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 1.4813979706877116e-05, |
|
"loss": 0.1973, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"eval_accuracy": 0.9007447792435379, |
|
"eval_accuracy_sklearn": 0.9007447792435379, |
|
"eval_f1": 0.9145897038495372, |
|
"eval_loss": 0.25396761298179626, |
|
"eval_precision": 0.8538912788423935, |
|
"eval_recall": 0.984577922077922, |
|
"eval_runtime": 122.6752, |
|
"eval_samples_per_second": 167.458, |
|
"eval_steps_per_second": 10.467, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 1.4808342728297634e-05, |
|
"loss": 0.184, |
|
"step": 4605 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 1.4802705749718152e-05, |
|
"loss": 0.1786, |
|
"step": 4610 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 1.4797068771138672e-05, |
|
"loss": 0.1775, |
|
"step": 4615 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 1.479143179255919e-05, |
|
"loss": 0.19, |
|
"step": 4620 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"learning_rate": 1.4785794813979708e-05, |
|
"loss": 0.1755, |
|
"step": 4625 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"learning_rate": 1.4780157835400226e-05, |
|
"loss": 0.1742, |
|
"step": 4630 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"learning_rate": 1.4774520856820744e-05, |
|
"loss": 0.1842, |
|
"step": 4635 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 1.4768883878241265e-05, |
|
"loss": 0.1846, |
|
"step": 4640 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 1.4763246899661783e-05, |
|
"loss": 0.1806, |
|
"step": 4645 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 1.4757609921082301e-05, |
|
"loss": 0.1713, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 1.4751972942502819e-05, |
|
"loss": 0.1876, |
|
"step": 4655 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 1.4746335963923337e-05, |
|
"loss": 0.1817, |
|
"step": 4660 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 1.4740698985343858e-05, |
|
"loss": 0.1779, |
|
"step": 4665 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 1.4735062006764376e-05, |
|
"loss": 0.193, |
|
"step": 4670 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 1.4729425028184894e-05, |
|
"loss": 0.187, |
|
"step": 4675 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 1.4723788049605412e-05, |
|
"loss": 0.1752, |
|
"step": 4680 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 1.4718151071025932e-05, |
|
"loss": 0.1894, |
|
"step": 4685 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 1.471251409244645e-05, |
|
"loss": 0.1832, |
|
"step": 4690 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 1.4706877113866968e-05, |
|
"loss": 0.1751, |
|
"step": 4695 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 1.4701240135287486e-05, |
|
"loss": 0.1622, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 1.4695603156708006e-05, |
|
"loss": 0.1724, |
|
"step": 4705 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 1.4689966178128525e-05, |
|
"loss": 0.1685, |
|
"step": 4710 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 1.4684329199549043e-05, |
|
"loss": 0.1817, |
|
"step": 4715 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 1.4678692220969561e-05, |
|
"loss": 0.1613, |
|
"step": 4720 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 1.467305524239008e-05, |
|
"loss": 0.1784, |
|
"step": 4725 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 1.4667418263810597e-05, |
|
"loss": 0.1873, |
|
"step": 4730 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 1.4661781285231119e-05, |
|
"loss": 0.1791, |
|
"step": 4735 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 1.4656144306651637e-05, |
|
"loss": 0.1955, |
|
"step": 4740 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 1.4650507328072155e-05, |
|
"loss": 0.2023, |
|
"step": 4745 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 1.4644870349492673e-05, |
|
"loss": 0.1712, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 1.463923337091319e-05, |
|
"loss": 0.1816, |
|
"step": 4755 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 1.463359639233371e-05, |
|
"loss": 0.1687, |
|
"step": 4760 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 1.462795941375423e-05, |
|
"loss": 0.173, |
|
"step": 4765 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 1.4622322435174748e-05, |
|
"loss": 0.1713, |
|
"step": 4770 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 1.4616685456595266e-05, |
|
"loss": 0.1661, |
|
"step": 4775 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 1.4611048478015786e-05, |
|
"loss": 0.1795, |
|
"step": 4780 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 1.4605411499436304e-05, |
|
"loss": 0.193, |
|
"step": 4785 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 1.4599774520856822e-05, |
|
"loss": 0.1958, |
|
"step": 4790 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 1.459413754227734e-05, |
|
"loss": 0.1674, |
|
"step": 4795 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 1.4588500563697858e-05, |
|
"loss": 0.1682, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"eval_accuracy": 0.9116487367959889, |
|
"eval_accuracy_sklearn": 0.9116487367959889, |
|
"eval_f1": 0.9232330922471768, |
|
"eval_loss": 0.23131902515888214, |
|
"eval_precision": 0.869295101553166, |
|
"eval_recall": 0.9843073593073594, |
|
"eval_runtime": 121.9789, |
|
"eval_samples_per_second": 168.414, |
|
"eval_steps_per_second": 10.526, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 1.4582863585118379e-05, |
|
"loss": 0.1694, |
|
"step": 4805 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 1.4577226606538897e-05, |
|
"loss": 0.1732, |
|
"step": 4810 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 1.4571589627959415e-05, |
|
"loss": 0.1717, |
|
"step": 4815 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 1.4565952649379933e-05, |
|
"loss": 0.1644, |
|
"step": 4820 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 1.456031567080045e-05, |
|
"loss": 0.1687, |
|
"step": 4825 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 1.4554678692220972e-05, |
|
"loss": 0.1848, |
|
"step": 4830 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 1.454904171364149e-05, |
|
"loss": 0.183, |
|
"step": 4835 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 1.4543404735062008e-05, |
|
"loss": 0.1819, |
|
"step": 4840 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 1.4537767756482526e-05, |
|
"loss": 0.1792, |
|
"step": 4845 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 1.4532130777903044e-05, |
|
"loss": 0.1809, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 1.4526493799323564e-05, |
|
"loss": 0.1778, |
|
"step": 4855 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 1.4520856820744082e-05, |
|
"loss": 0.1897, |
|
"step": 4860 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 1.45152198421646e-05, |
|
"loss": 0.1695, |
|
"step": 4865 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 1.450958286358512e-05, |
|
"loss": 0.1634, |
|
"step": 4870 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 1.450394588500564e-05, |
|
"loss": 0.1628, |
|
"step": 4875 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 1.4498308906426157e-05, |
|
"loss": 0.1763, |
|
"step": 4880 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 1.4492671927846675e-05, |
|
"loss": 0.1948, |
|
"step": 4885 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 1.4487034949267193e-05, |
|
"loss": 0.1981, |
|
"step": 4890 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 1.4481397970687711e-05, |
|
"loss": 0.2072, |
|
"step": 4895 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 1.4475760992108233e-05, |
|
"loss": 0.2001, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 1.447012401352875e-05, |
|
"loss": 0.1824, |
|
"step": 4905 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"learning_rate": 1.4464487034949268e-05, |
|
"loss": 0.1794, |
|
"step": 4910 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"learning_rate": 1.4458850056369786e-05, |
|
"loss": 0.1905, |
|
"step": 4915 |
|
}, |
|
{ |
|
"epoch": 2.77, |
|
"learning_rate": 1.4453213077790304e-05, |
|
"loss": 0.1902, |
|
"step": 4920 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 1.4447576099210824e-05, |
|
"loss": 0.1952, |
|
"step": 4925 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 1.4441939120631344e-05, |
|
"loss": 0.1732, |
|
"step": 4930 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 1.4436302142051862e-05, |
|
"loss": 0.1665, |
|
"step": 4935 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 1.443066516347238e-05, |
|
"loss": 0.1833, |
|
"step": 4940 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 1.44250281848929e-05, |
|
"loss": 0.1835, |
|
"step": 4945 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 1.4419391206313417e-05, |
|
"loss": 0.1634, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 1.4413754227733935e-05, |
|
"loss": 0.1757, |
|
"step": 4955 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 1.4408117249154453e-05, |
|
"loss": 0.1926, |
|
"step": 4960 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 1.4402480270574971e-05, |
|
"loss": 0.1772, |
|
"step": 4965 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 1.4396843291995493e-05, |
|
"loss": 0.1866, |
|
"step": 4970 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 1.439120631341601e-05, |
|
"loss": 0.1727, |
|
"step": 4975 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 1.4385569334836529e-05, |
|
"loss": 0.1665, |
|
"step": 4980 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 1.4379932356257047e-05, |
|
"loss": 0.1704, |
|
"step": 4985 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 1.4374295377677565e-05, |
|
"loss": 0.1752, |
|
"step": 4990 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"learning_rate": 1.4368658399098086e-05, |
|
"loss": 0.1722, |
|
"step": 4995 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"learning_rate": 1.4363021420518604e-05, |
|
"loss": 0.1898, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"eval_accuracy": 0.9163705398432556, |
|
"eval_accuracy_sklearn": 0.9163705398432556, |
|
"eval_f1": 0.9268438085505025, |
|
"eval_loss": 0.20223605632781982, |
|
"eval_precision": 0.8779444982252339, |
|
"eval_recall": 0.9815115440115441, |
|
"eval_runtime": 122.3884, |
|
"eval_samples_per_second": 167.851, |
|
"eval_steps_per_second": 10.491, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"learning_rate": 1.4357384441939122e-05, |
|
"loss": 0.1741, |
|
"step": 5005 |
|
}, |
|
{ |
|
"epoch": 2.82, |
|
"learning_rate": 1.435174746335964e-05, |
|
"loss": 0.1666, |
|
"step": 5010 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 1.4346110484780158e-05, |
|
"loss": 0.175, |
|
"step": 5015 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 1.4340473506200678e-05, |
|
"loss": 0.1711, |
|
"step": 5020 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 1.4334836527621196e-05, |
|
"loss": 0.164, |
|
"step": 5025 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 1.4329199549041715e-05, |
|
"loss": 0.1597, |
|
"step": 5030 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 1.4323562570462233e-05, |
|
"loss": 0.1914, |
|
"step": 5035 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 1.4317925591882753e-05, |
|
"loss": 0.17, |
|
"step": 5040 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 1.4312288613303271e-05, |
|
"loss": 0.168, |
|
"step": 5045 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 1.4306651634723789e-05, |
|
"loss": 0.1796, |
|
"step": 5050 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 1.4301014656144307e-05, |
|
"loss": 0.1735, |
|
"step": 5055 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 1.4295377677564825e-05, |
|
"loss": 0.1693, |
|
"step": 5060 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 1.4289740698985346e-05, |
|
"loss": 0.1634, |
|
"step": 5065 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 1.4284103720405864e-05, |
|
"loss": 0.1809, |
|
"step": 5070 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 1.4278466741826382e-05, |
|
"loss": 0.165, |
|
"step": 5075 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 1.42728297632469e-05, |
|
"loss": 0.1701, |
|
"step": 5080 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 1.4267192784667418e-05, |
|
"loss": 0.181, |
|
"step": 5085 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 1.4261555806087938e-05, |
|
"loss": 0.1717, |
|
"step": 5090 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 1.4255918827508458e-05, |
|
"loss": 0.156, |
|
"step": 5095 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 1.4250281848928976e-05, |
|
"loss": 0.1771, |
|
"step": 5100 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 1.4244644870349494e-05, |
|
"loss": 0.1771, |
|
"step": 5105 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 1.4239007891770012e-05, |
|
"loss": 0.1799, |
|
"step": 5110 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 1.4233370913190531e-05, |
|
"loss": 0.1703, |
|
"step": 5115 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 1.422773393461105e-05, |
|
"loss": 0.1658, |
|
"step": 5120 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 1.4222096956031567e-05, |
|
"loss": 0.1768, |
|
"step": 5125 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 1.4216459977452085e-05, |
|
"loss": 0.1757, |
|
"step": 5130 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 1.4210822998872607e-05, |
|
"loss": 0.1722, |
|
"step": 5135 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 1.4205186020293125e-05, |
|
"loss": 0.1886, |
|
"step": 5140 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 1.4199549041713643e-05, |
|
"loss": 0.1724, |
|
"step": 5145 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 1.419391206313416e-05, |
|
"loss": 0.1829, |
|
"step": 5150 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.4188275084554679e-05, |
|
"loss": 0.176, |
|
"step": 5155 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.41826381059752e-05, |
|
"loss": 0.1721, |
|
"step": 5160 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.4177001127395718e-05, |
|
"loss": 0.174, |
|
"step": 5165 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.4171364148816236e-05, |
|
"loss": 0.1804, |
|
"step": 5170 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 1.4165727170236754e-05, |
|
"loss": 0.181, |
|
"step": 5175 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 1.4160090191657272e-05, |
|
"loss": 0.1833, |
|
"step": 5180 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 1.4154453213077792e-05, |
|
"loss": 0.1768, |
|
"step": 5185 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 1.414881623449831e-05, |
|
"loss": 0.1835, |
|
"step": 5190 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 1.414317925591883e-05, |
|
"loss": 0.1686, |
|
"step": 5195 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 1.4137542277339347e-05, |
|
"loss": 0.1731, |
|
"step": 5200 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"eval_accuracy": 0.9128656963442535, |
|
"eval_accuracy_sklearn": 0.9128656963442535, |
|
"eval_f1": 0.9243448858833473, |
|
"eval_loss": 0.2073081135749817, |
|
"eval_precision": 0.8697900095450207, |
|
"eval_recall": 0.9862012987012987, |
|
"eval_runtime": 118.9558, |
|
"eval_samples_per_second": 172.694, |
|
"eval_steps_per_second": 10.794, |
|
"step": 5200 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 1.4131905298759865e-05, |
|
"loss": 0.1636, |
|
"step": 5205 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 1.4126268320180385e-05, |
|
"loss": 0.1641, |
|
"step": 5210 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 1.4120631341600903e-05, |
|
"loss": 0.1818, |
|
"step": 5215 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 1.4114994363021421e-05, |
|
"loss": 0.1727, |
|
"step": 5220 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 1.4109357384441939e-05, |
|
"loss": 0.1702, |
|
"step": 5225 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 1.410372040586246e-05, |
|
"loss": 0.1701, |
|
"step": 5230 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 1.4098083427282978e-05, |
|
"loss": 0.1726, |
|
"step": 5235 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 1.4092446448703496e-05, |
|
"loss": 0.1658, |
|
"step": 5240 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 1.4086809470124014e-05, |
|
"loss": 0.1833, |
|
"step": 5245 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 1.4081172491544532e-05, |
|
"loss": 0.1727, |
|
"step": 5250 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 1.4075535512965054e-05, |
|
"loss": 0.1568, |
|
"step": 5255 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 1.4069898534385572e-05, |
|
"loss": 0.185, |
|
"step": 5260 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 1.406426155580609e-05, |
|
"loss": 0.1843, |
|
"step": 5265 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 1.4058624577226608e-05, |
|
"loss": 0.1643, |
|
"step": 5270 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 1.4052987598647126e-05, |
|
"loss": 0.1773, |
|
"step": 5275 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 1.4047350620067645e-05, |
|
"loss": 0.1873, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 1.4041713641488163e-05, |
|
"loss": 0.1682, |
|
"step": 5285 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 1.4036076662908681e-05, |
|
"loss": 0.1539, |
|
"step": 5290 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 1.40304396843292e-05, |
|
"loss": 0.1786, |
|
"step": 5295 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 1.4024802705749719e-05, |
|
"loss": 0.1658, |
|
"step": 5300 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 1.4019165727170239e-05, |
|
"loss": 0.1561, |
|
"step": 5305 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 1.4013528748590757e-05, |
|
"loss": 0.1693, |
|
"step": 5310 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.4007891770011275e-05, |
|
"loss": 0.1623, |
|
"step": 5315 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.4002254791431793e-05, |
|
"loss": 0.1837, |
|
"step": 5320 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.3996617812852314e-05, |
|
"loss": 0.1628, |
|
"step": 5325 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 1.3990980834272832e-05, |
|
"loss": 0.1455, |
|
"step": 5330 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 1.398534385569335e-05, |
|
"loss": 0.1656, |
|
"step": 5335 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 1.3979706877113868e-05, |
|
"loss": 0.1609, |
|
"step": 5340 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 1.3974069898534386e-05, |
|
"loss": 0.1573, |
|
"step": 5345 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 1.3968432919954906e-05, |
|
"loss": 0.1569, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 1.3962795941375424e-05, |
|
"loss": 0.1518, |
|
"step": 5355 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 1.3957158962795943e-05, |
|
"loss": 0.1489, |
|
"step": 5360 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 1.3951521984216461e-05, |
|
"loss": 0.1543, |
|
"step": 5365 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 1.394588500563698e-05, |
|
"loss": 0.1554, |
|
"step": 5370 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 1.3940248027057499e-05, |
|
"loss": 0.168, |
|
"step": 5375 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 1.3934611048478017e-05, |
|
"loss": 0.1747, |
|
"step": 5380 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 1.3928974069898535e-05, |
|
"loss": 0.1627, |
|
"step": 5385 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 1.3923337091319053e-05, |
|
"loss": 0.1603, |
|
"step": 5390 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 1.3917700112739571e-05, |
|
"loss": 0.148, |
|
"step": 5395 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 1.3912063134160092e-05, |
|
"loss": 0.1618, |
|
"step": 5400 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"eval_accuracy": 0.9301465219296111, |
|
"eval_accuracy_sklearn": 0.9301465219296111, |
|
"eval_f1": 0.9378707191410139, |
|
"eval_loss": 0.18178626894950867, |
|
"eval_precision": 0.9019069031559663, |
|
"eval_recall": 0.9768217893217893, |
|
"eval_runtime": 117.2665, |
|
"eval_samples_per_second": 175.182, |
|
"eval_steps_per_second": 10.949, |
|
"step": 5400 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 1.390642615558061e-05, |
|
"loss": 0.1488, |
|
"step": 5405 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 1.3900789177001128e-05, |
|
"loss": 0.1492, |
|
"step": 5410 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 1.3895152198421646e-05, |
|
"loss": 0.1541, |
|
"step": 5415 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 1.3889515219842168e-05, |
|
"loss": 0.1691, |
|
"step": 5420 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 1.3883878241262686e-05, |
|
"loss": 0.1593, |
|
"step": 5425 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 1.3878241262683204e-05, |
|
"loss": 0.1697, |
|
"step": 5430 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 1.3872604284103722e-05, |
|
"loss": 0.1689, |
|
"step": 5435 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 1.386696730552424e-05, |
|
"loss": 0.1506, |
|
"step": 5440 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 1.386133032694476e-05, |
|
"loss": 0.1576, |
|
"step": 5445 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 1.3855693348365277e-05, |
|
"loss": 0.1515, |
|
"step": 5450 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 1.3850056369785795e-05, |
|
"loss": 0.1515, |
|
"step": 5455 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 1.3844419391206315e-05, |
|
"loss": 0.1615, |
|
"step": 5460 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 1.3838782412626833e-05, |
|
"loss": 0.1511, |
|
"step": 5465 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 1.3833145434047353e-05, |
|
"loss": 0.1591, |
|
"step": 5470 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 1.382750845546787e-05, |
|
"loss": 0.1592, |
|
"step": 5475 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 1.3821871476888389e-05, |
|
"loss": 0.1553, |
|
"step": 5480 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 1.3816234498308907e-05, |
|
"loss": 0.1384, |
|
"step": 5485 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 1.3810597519729425e-05, |
|
"loss": 0.16, |
|
"step": 5490 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 1.3804960541149946e-05, |
|
"loss": 0.1503, |
|
"step": 5495 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 1.3799323562570464e-05, |
|
"loss": 0.161, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 1.3793686583990982e-05, |
|
"loss": 0.1762, |
|
"step": 5505 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 1.37880496054115e-05, |
|
"loss": 0.1538, |
|
"step": 5510 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 1.378241262683202e-05, |
|
"loss": 0.1602, |
|
"step": 5515 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 1.3776775648252538e-05, |
|
"loss": 0.159, |
|
"step": 5520 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 1.3771138669673057e-05, |
|
"loss": 0.1616, |
|
"step": 5525 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 1.3765501691093575e-05, |
|
"loss": 0.1618, |
|
"step": 5530 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 1.3759864712514093e-05, |
|
"loss": 0.1772, |
|
"step": 5535 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 1.3754227733934613e-05, |
|
"loss": 0.1831, |
|
"step": 5540 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 1.374859075535513e-05, |
|
"loss": 0.1499, |
|
"step": 5545 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 1.3742953776775649e-05, |
|
"loss": 0.1726, |
|
"step": 5550 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 1.3737316798196167e-05, |
|
"loss": 0.1471, |
|
"step": 5555 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 1.3731679819616685e-05, |
|
"loss": 0.1385, |
|
"step": 5560 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 1.3726042841037206e-05, |
|
"loss": 0.1572, |
|
"step": 5565 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 1.3720405862457724e-05, |
|
"loss": 0.1539, |
|
"step": 5570 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 1.3714768883878242e-05, |
|
"loss": 0.1582, |
|
"step": 5575 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 1.370913190529876e-05, |
|
"loss": 0.1491, |
|
"step": 5580 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 1.3703494926719278e-05, |
|
"loss": 0.1706, |
|
"step": 5585 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 1.36978579481398e-05, |
|
"loss": 0.1409, |
|
"step": 5590 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 1.3692220969560317e-05, |
|
"loss": 0.1551, |
|
"step": 5595 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 1.3686583990980835e-05, |
|
"loss": 0.1613, |
|
"step": 5600 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"eval_accuracy": 0.912817017962323, |
|
"eval_accuracy_sklearn": 0.912817017962323, |
|
"eval_f1": 0.9243250095069083, |
|
"eval_loss": 0.22527408599853516, |
|
"eval_precision": 0.8695444788933937, |
|
"eval_recall": 0.9864718614718615, |
|
"eval_runtime": 122.512, |
|
"eval_samples_per_second": 167.682, |
|
"eval_steps_per_second": 10.481, |
|
"step": 5600 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 1.3680947012401353e-05, |
|
"loss": 0.1635, |
|
"step": 5605 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 1.3675310033821873e-05, |
|
"loss": 0.142, |
|
"step": 5610 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 1.3669673055242391e-05, |
|
"loss": 0.1469, |
|
"step": 5615 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 1.3664036076662909e-05, |
|
"loss": 0.1667, |
|
"step": 5620 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 1.3658399098083429e-05, |
|
"loss": 0.1622, |
|
"step": 5625 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 1.3652762119503947e-05, |
|
"loss": 0.1677, |
|
"step": 5630 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 1.3647125140924466e-05, |
|
"loss": 0.1556, |
|
"step": 5635 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 1.3641488162344984e-05, |
|
"loss": 0.1451, |
|
"step": 5640 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 1.3635851183765502e-05, |
|
"loss": 0.1532, |
|
"step": 5645 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 1.363021420518602e-05, |
|
"loss": 0.1531, |
|
"step": 5650 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 1.3624577226606538e-05, |
|
"loss": 0.1559, |
|
"step": 5655 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 1.361894024802706e-05, |
|
"loss": 0.143, |
|
"step": 5660 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 1.3613303269447578e-05, |
|
"loss": 0.1522, |
|
"step": 5665 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 1.3607666290868096e-05, |
|
"loss": 0.168, |
|
"step": 5670 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 1.3602029312288614e-05, |
|
"loss": 0.1596, |
|
"step": 5675 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 1.3596392333709132e-05, |
|
"loss": 0.158, |
|
"step": 5680 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 1.3590755355129653e-05, |
|
"loss": 0.1654, |
|
"step": 5685 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"learning_rate": 1.3585118376550171e-05, |
|
"loss": 0.1466, |
|
"step": 5690 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"learning_rate": 1.3579481397970689e-05, |
|
"loss": 0.1572, |
|
"step": 5695 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"learning_rate": 1.3573844419391207e-05, |
|
"loss": 0.1612, |
|
"step": 5700 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 1.3568207440811727e-05, |
|
"loss": 0.1423, |
|
"step": 5705 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 1.3562570462232245e-05, |
|
"loss": 0.144, |
|
"step": 5710 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 1.3556933483652763e-05, |
|
"loss": 0.1792, |
|
"step": 5715 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 1.355129650507328e-05, |
|
"loss": 0.1545, |
|
"step": 5720 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 1.3545659526493799e-05, |
|
"loss": 0.1481, |
|
"step": 5725 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 1.354002254791432e-05, |
|
"loss": 0.1634, |
|
"step": 5730 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 1.3534385569334838e-05, |
|
"loss": 0.1511, |
|
"step": 5735 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 1.3528748590755356e-05, |
|
"loss": 0.1371, |
|
"step": 5740 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 1.3523111612175874e-05, |
|
"loss": 0.1479, |
|
"step": 5745 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 1.3517474633596392e-05, |
|
"loss": 0.1535, |
|
"step": 5750 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 1.3511837655016913e-05, |
|
"loss": 0.1364, |
|
"step": 5755 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"learning_rate": 1.3506200676437431e-05, |
|
"loss": 0.1659, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"learning_rate": 1.350056369785795e-05, |
|
"loss": 0.1484, |
|
"step": 5765 |
|
}, |
|
{ |
|
"epoch": 3.25, |
|
"learning_rate": 1.3494926719278467e-05, |
|
"loss": 0.1511, |
|
"step": 5770 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 1.3489289740698987e-05, |
|
"loss": 0.1585, |
|
"step": 5775 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 1.3483652762119505e-05, |
|
"loss": 0.1663, |
|
"step": 5780 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 1.3478015783540023e-05, |
|
"loss": 0.1548, |
|
"step": 5785 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 1.3472378804960543e-05, |
|
"loss": 0.167, |
|
"step": 5790 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 1.346674182638106e-05, |
|
"loss": 0.1583, |
|
"step": 5795 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 1.346110484780158e-05, |
|
"loss": 0.1573, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"eval_accuracy": 0.9257167891739279, |
|
"eval_accuracy_sklearn": 0.9257167891739279, |
|
"eval_f1": 0.9346914319952068, |
|
"eval_loss": 0.1873285174369812, |
|
"eval_precision": 0.8893956670467503, |
|
"eval_recall": 0.9848484848484849, |
|
"eval_runtime": 122.6111, |
|
"eval_samples_per_second": 167.546, |
|
"eval_steps_per_second": 10.472, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 1.3455467869222098e-05, |
|
"loss": 0.148, |
|
"step": 5805 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 1.3449830890642616e-05, |
|
"loss": 0.1528, |
|
"step": 5810 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 1.3444193912063134e-05, |
|
"loss": 0.1448, |
|
"step": 5815 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 1.3438556933483652e-05, |
|
"loss": 0.1731, |
|
"step": 5820 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 1.3432919954904174e-05, |
|
"loss": 0.1591, |
|
"step": 5825 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 1.3427282976324692e-05, |
|
"loss": 0.138, |
|
"step": 5830 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 1.342164599774521e-05, |
|
"loss": 0.1605, |
|
"step": 5835 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 1.3416009019165728e-05, |
|
"loss": 0.1568, |
|
"step": 5840 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 1.3410372040586246e-05, |
|
"loss": 0.159, |
|
"step": 5845 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"learning_rate": 1.3404735062006767e-05, |
|
"loss": 0.1632, |
|
"step": 5850 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"learning_rate": 1.3399098083427285e-05, |
|
"loss": 0.1597, |
|
"step": 5855 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"learning_rate": 1.3393461104847803e-05, |
|
"loss": 0.1641, |
|
"step": 5860 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 1.3387824126268321e-05, |
|
"loss": 0.1567, |
|
"step": 5865 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 1.338218714768884e-05, |
|
"loss": 0.1418, |
|
"step": 5870 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 1.3376550169109359e-05, |
|
"loss": 0.1479, |
|
"step": 5875 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 1.3370913190529877e-05, |
|
"loss": 0.1582, |
|
"step": 5880 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"learning_rate": 1.3365276211950395e-05, |
|
"loss": 0.1544, |
|
"step": 5885 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"learning_rate": 1.3359639233370914e-05, |
|
"loss": 0.1386, |
|
"step": 5890 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"learning_rate": 1.3354002254791434e-05, |
|
"loss": 0.148, |
|
"step": 5895 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 1.3348365276211952e-05, |
|
"loss": 0.1657, |
|
"step": 5900 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 1.334272829763247e-05, |
|
"loss": 0.1354, |
|
"step": 5905 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 1.3337091319052988e-05, |
|
"loss": 0.16, |
|
"step": 5910 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 1.3331454340473506e-05, |
|
"loss": 0.1588, |
|
"step": 5915 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"learning_rate": 1.3325817361894027e-05, |
|
"loss": 0.1575, |
|
"step": 5920 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"learning_rate": 1.3320180383314545e-05, |
|
"loss": 0.1678, |
|
"step": 5925 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"learning_rate": 1.3314543404735063e-05, |
|
"loss": 0.156, |
|
"step": 5930 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 1.3308906426155581e-05, |
|
"loss": 0.1669, |
|
"step": 5935 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 1.33032694475761e-05, |
|
"loss": 0.1426, |
|
"step": 5940 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 1.3297632468996619e-05, |
|
"loss": 0.1614, |
|
"step": 5945 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 1.3291995490417137e-05, |
|
"loss": 0.1411, |
|
"step": 5950 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 1.3286358511837657e-05, |
|
"loss": 0.1575, |
|
"step": 5955 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 1.3280721533258175e-05, |
|
"loss": 0.1622, |
|
"step": 5960 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 1.3275084554678694e-05, |
|
"loss": 0.1509, |
|
"step": 5965 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 1.3269447576099212e-05, |
|
"loss": 0.1474, |
|
"step": 5970 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 1.326381059751973e-05, |
|
"loss": 0.1517, |
|
"step": 5975 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 1.3258173618940248e-05, |
|
"loss": 0.1508, |
|
"step": 5980 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 1.3252536640360766e-05, |
|
"loss": 0.1562, |
|
"step": 5985 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 1.3246899661781288e-05, |
|
"loss": 0.1619, |
|
"step": 5990 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 1.3241262683201806e-05, |
|
"loss": 0.1476, |
|
"step": 5995 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 1.3235625704622324e-05, |
|
"loss": 0.1536, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"eval_accuracy": 0.9334566519008908, |
|
"eval_accuracy_sklearn": 0.9334566519008908, |
|
"eval_f1": 0.9408915985644485, |
|
"eval_loss": 0.1667889952659607, |
|
"eval_precision": 0.9037295456433259, |
|
"eval_recall": 0.9812409812409812, |
|
"eval_runtime": 117.3242, |
|
"eval_samples_per_second": 175.096, |
|
"eval_steps_per_second": 10.944, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 1.3229988726042842e-05, |
|
"loss": 0.1606, |
|
"step": 6005 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 1.322435174746336e-05, |
|
"loss": 0.135, |
|
"step": 6010 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 1.3218714768883881e-05, |
|
"loss": 0.154, |
|
"step": 6015 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 1.3213077790304399e-05, |
|
"loss": 0.1588, |
|
"step": 6020 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 1.3207440811724917e-05, |
|
"loss": 0.1241, |
|
"step": 6025 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 1.3201803833145435e-05, |
|
"loss": 0.1563, |
|
"step": 6030 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 1.3196166854565953e-05, |
|
"loss": 0.139, |
|
"step": 6035 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 1.3190529875986473e-05, |
|
"loss": 0.1504, |
|
"step": 6040 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 1.318489289740699e-05, |
|
"loss": 0.1663, |
|
"step": 6045 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 1.3179255918827509e-05, |
|
"loss": 0.1468, |
|
"step": 6050 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 1.3173618940248028e-05, |
|
"loss": 0.1494, |
|
"step": 6055 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 1.3167981961668548e-05, |
|
"loss": 0.148, |
|
"step": 6060 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 1.3162344983089066e-05, |
|
"loss": 0.1451, |
|
"step": 6065 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 1.3156708004509584e-05, |
|
"loss": 0.1407, |
|
"step": 6070 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 1.3151071025930102e-05, |
|
"loss": 0.1423, |
|
"step": 6075 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"learning_rate": 1.314543404735062e-05, |
|
"loss": 0.1452, |
|
"step": 6080 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"learning_rate": 1.3139797068771141e-05, |
|
"loss": 0.1553, |
|
"step": 6085 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"learning_rate": 1.313416009019166e-05, |
|
"loss": 0.1543, |
|
"step": 6090 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"learning_rate": 1.3128523111612177e-05, |
|
"loss": 0.1469, |
|
"step": 6095 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"learning_rate": 1.3122886133032695e-05, |
|
"loss": 0.1492, |
|
"step": 6100 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"learning_rate": 1.3117249154453213e-05, |
|
"loss": 0.1479, |
|
"step": 6105 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"learning_rate": 1.3111612175873733e-05, |
|
"loss": 0.1449, |
|
"step": 6110 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 1.3105975197294253e-05, |
|
"loss": 0.154, |
|
"step": 6115 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 1.310033821871477e-05, |
|
"loss": 0.1431, |
|
"step": 6120 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 1.3094701240135289e-05, |
|
"loss": 0.1506, |
|
"step": 6125 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 1.3089064261555807e-05, |
|
"loss": 0.1513, |
|
"step": 6130 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 1.3083427282976326e-05, |
|
"loss": 0.1508, |
|
"step": 6135 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 1.3077790304396844e-05, |
|
"loss": 0.1442, |
|
"step": 6140 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 1.3072153325817362e-05, |
|
"loss": 0.1621, |
|
"step": 6145 |
|
}, |
|
{ |
|
"epoch": 3.47, |
|
"learning_rate": 1.306651634723788e-05, |
|
"loss": 0.1518, |
|
"step": 6150 |
|
}, |
|
{ |
|
"epoch": 3.47, |
|
"learning_rate": 1.3060879368658402e-05, |
|
"loss": 0.1442, |
|
"step": 6155 |
|
}, |
|
{ |
|
"epoch": 3.47, |
|
"learning_rate": 1.305524239007892e-05, |
|
"loss": 0.1437, |
|
"step": 6160 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 1.3049605411499438e-05, |
|
"loss": 0.1432, |
|
"step": 6165 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 1.3043968432919956e-05, |
|
"loss": 0.1515, |
|
"step": 6170 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 1.3038331454340473e-05, |
|
"loss": 0.1535, |
|
"step": 6175 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 1.3032694475760995e-05, |
|
"loss": 0.1423, |
|
"step": 6180 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"learning_rate": 1.3027057497181513e-05, |
|
"loss": 0.1529, |
|
"step": 6185 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"learning_rate": 1.3021420518602031e-05, |
|
"loss": 0.161, |
|
"step": 6190 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"learning_rate": 1.3015783540022549e-05, |
|
"loss": 0.1628, |
|
"step": 6195 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"learning_rate": 1.3010146561443067e-05, |
|
"loss": 0.1456, |
|
"step": 6200 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"eval_accuracy": 0.9362313196709341, |
|
"eval_accuracy_sklearn": 0.9362313196709341, |
|
"eval_f1": 0.9432162982228003, |
|
"eval_loss": 0.16281718015670776, |
|
"eval_precision": 0.9080287097312636, |
|
"eval_recall": 0.9812409812409812, |
|
"eval_runtime": 136.2073, |
|
"eval_samples_per_second": 150.822, |
|
"eval_steps_per_second": 9.427, |
|
"step": 6200 |
|
} |
|
], |
|
"max_steps": 17740, |
|
"num_train_epochs": 10, |
|
"total_flos": 8.351676381458227e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|