| { | |
| "best_metric": 0.9, | |
| "best_model_checkpoint": "ast-finetuned-audioset-10-10-0.4593-finetuned-gtzan/checkpoint-1130", | |
| "epoch": 10.0, | |
| "eval_steps": 500, | |
| "global_step": 1130, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 2.2123893805309734e-06, | |
| "loss": 2.4617, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 4.424778761061947e-06, | |
| "loss": 2.4041, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 6.6371681415929215e-06, | |
| "loss": 2.1309, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 8.849557522123894e-06, | |
| "loss": 2.0045, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 1.1061946902654869e-05, | |
| "loss": 1.7218, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 1.3274336283185843e-05, | |
| "loss": 1.3841, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 1.5486725663716813e-05, | |
| "loss": 1.1939, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 1.7699115044247787e-05, | |
| "loss": 0.9942, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 1.991150442477876e-05, | |
| "loss": 1.1275, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 2.2123893805309738e-05, | |
| "loss": 0.8573, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 2.433628318584071e-05, | |
| "loss": 0.5421, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 2.6548672566371686e-05, | |
| "loss": 0.7957, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 2.8761061946902656e-05, | |
| "loss": 0.633, | |
| "step": 65 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 3.097345132743363e-05, | |
| "loss": 0.641, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 3.3185840707964604e-05, | |
| "loss": 1.0013, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 3.5398230088495574e-05, | |
| "loss": 0.8854, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 3.7610619469026545e-05, | |
| "loss": 0.788, | |
| "step": 85 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 3.982300884955752e-05, | |
| "loss": 0.5631, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 4.20353982300885e-05, | |
| "loss": 0.6124, | |
| "step": 95 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 4.4247787610619477e-05, | |
| "loss": 0.5238, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 4.646017699115045e-05, | |
| "loss": 0.852, | |
| "step": 105 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 4.867256637168142e-05, | |
| "loss": 1.0564, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.83, | |
| "eval_loss": 0.6135080456733704, | |
| "eval_runtime": 15.6818, | |
| "eval_samples_per_second": 6.377, | |
| "eval_steps_per_second": 0.829, | |
| "step": 113 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 4.990167158308752e-05, | |
| "loss": 0.5449, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 4.9655850540806295e-05, | |
| "loss": 0.5122, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 4.941002949852507e-05, | |
| "loss": 0.5462, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 4.9164208456243856e-05, | |
| "loss": 0.5006, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 4.891838741396263e-05, | |
| "loss": 0.4551, | |
| "step": 135 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 4.867256637168142e-05, | |
| "loss": 0.7397, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 4.8426745329400195e-05, | |
| "loss": 0.4615, | |
| "step": 145 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 4.818092428711898e-05, | |
| "loss": 0.3942, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 4.7935103244837756e-05, | |
| "loss": 0.4799, | |
| "step": 155 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 4.768928220255654e-05, | |
| "loss": 0.421, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 4.7443461160275324e-05, | |
| "loss": 0.694, | |
| "step": 165 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 4.71976401179941e-05, | |
| "loss": 0.3993, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 4.6951819075712886e-05, | |
| "loss": 0.5977, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 4.670599803343166e-05, | |
| "loss": 0.974, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 4.646017699115045e-05, | |
| "loss": 0.5518, | |
| "step": 185 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 4.6214355948869224e-05, | |
| "loss": 0.5082, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 4.596853490658801e-05, | |
| "loss": 0.5166, | |
| "step": 195 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 4.5722713864306786e-05, | |
| "loss": 0.6408, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 4.547689282202557e-05, | |
| "loss": 0.6056, | |
| "step": 205 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 4.523107177974435e-05, | |
| "loss": 0.6339, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 4.498525073746313e-05, | |
| "loss": 0.7673, | |
| "step": 215 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 4.473942969518191e-05, | |
| "loss": 0.2352, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 4.449360865290069e-05, | |
| "loss": 0.3513, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.87, | |
| "eval_loss": 0.5030723810195923, | |
| "eval_runtime": 15.1706, | |
| "eval_samples_per_second": 6.592, | |
| "eval_steps_per_second": 0.857, | |
| "step": 226 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 4.4247787610619477e-05, | |
| "loss": 0.2137, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 4.4001966568338254e-05, | |
| "loss": 0.1571, | |
| "step": 235 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 4.375614552605704e-05, | |
| "loss": 0.1857, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 4.351032448377581e-05, | |
| "loss": 0.1805, | |
| "step": 245 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 4.326450344149459e-05, | |
| "loss": 0.0654, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 2.26, | |
| "learning_rate": 4.301868239921337e-05, | |
| "loss": 0.2904, | |
| "step": 255 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 4.2772861356932154e-05, | |
| "loss": 0.1252, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 4.252704031465093e-05, | |
| "loss": 0.0476, | |
| "step": 265 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 4.2281219272369715e-05, | |
| "loss": 0.3448, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 4.20353982300885e-05, | |
| "loss": 0.3744, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 4.178957718780728e-05, | |
| "loss": 0.3611, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 4.154375614552606e-05, | |
| "loss": 0.1921, | |
| "step": 285 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 4.129793510324484e-05, | |
| "loss": 0.2178, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 4.105211406096362e-05, | |
| "loss": 0.5523, | |
| "step": 295 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 4.08062930186824e-05, | |
| "loss": 0.0661, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 4.0560471976401183e-05, | |
| "loss": 0.2874, | |
| "step": 305 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 4.031465093411996e-05, | |
| "loss": 0.5938, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 4.0068829891838745e-05, | |
| "loss": 0.4356, | |
| "step": 315 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 3.982300884955752e-05, | |
| "loss": 0.38, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 3.9577187807276306e-05, | |
| "loss": 0.4589, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 3.9331366764995083e-05, | |
| "loss": 0.1924, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 3.908554572271387e-05, | |
| "loss": 0.3781, | |
| "step": 335 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.89, | |
| "eval_loss": 0.43871718645095825, | |
| "eval_runtime": 15.1905, | |
| "eval_samples_per_second": 6.583, | |
| "eval_steps_per_second": 0.856, | |
| "step": 339 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 3.883972468043265e-05, | |
| "loss": 0.2607, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 3.859390363815143e-05, | |
| "loss": 0.2316, | |
| "step": 345 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 3.834808259587021e-05, | |
| "loss": 0.0272, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 3.810226155358899e-05, | |
| "loss": 0.1928, | |
| "step": 355 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 3.7856440511307774e-05, | |
| "loss": 0.0225, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 3.7610619469026545e-05, | |
| "loss": 0.0359, | |
| "step": 365 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 3.736479842674533e-05, | |
| "loss": 0.0208, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 3.711897738446411e-05, | |
| "loss": 0.0131, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 3.687315634218289e-05, | |
| "loss": 0.0209, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 3.6627335299901674e-05, | |
| "loss": 0.1438, | |
| "step": 385 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 3.638151425762045e-05, | |
| "loss": 0.4599, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 3.6135693215339236e-05, | |
| "loss": 0.0166, | |
| "step": 395 | |
| }, | |
| { | |
| "epoch": 3.54, | |
| "learning_rate": 3.588987217305801e-05, | |
| "loss": 0.0156, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 3.56440511307768e-05, | |
| "loss": 0.0039, | |
| "step": 405 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 3.5398230088495574e-05, | |
| "loss": 0.0753, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 3.515240904621436e-05, | |
| "loss": 0.0047, | |
| "step": 415 | |
| }, | |
| { | |
| "epoch": 3.72, | |
| "learning_rate": 3.4906588003933136e-05, | |
| "loss": 0.1596, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 3.466076696165192e-05, | |
| "loss": 0.409, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 3.44149459193707e-05, | |
| "loss": 0.0616, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 3.416912487708948e-05, | |
| "loss": 0.0113, | |
| "step": 435 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 3.3923303834808265e-05, | |
| "loss": 0.107, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 3.367748279252704e-05, | |
| "loss": 0.0516, | |
| "step": 445 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 3.343166175024583e-05, | |
| "loss": 0.0142, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.89, | |
| "eval_loss": 0.6147953271865845, | |
| "eval_runtime": 15.3899, | |
| "eval_samples_per_second": 6.498, | |
| "eval_steps_per_second": 0.845, | |
| "step": 452 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 3.3185840707964604e-05, | |
| "loss": 0.0107, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 3.294001966568339e-05, | |
| "loss": 0.0747, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 3.2694198623402165e-05, | |
| "loss": 0.0063, | |
| "step": 465 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 3.244837758112095e-05, | |
| "loss": 0.0002, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 3.220255653883973e-05, | |
| "loss": 0.0011, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 3.1956735496558504e-05, | |
| "loss": 0.0488, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "learning_rate": 3.171091445427729e-05, | |
| "loss": 0.0013, | |
| "step": 485 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 3.1465093411996065e-05, | |
| "loss": 0.0015, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 3.121927236971485e-05, | |
| "loss": 0.1122, | |
| "step": 495 | |
| }, | |
| { | |
| "epoch": 4.42, | |
| "learning_rate": 3.097345132743363e-05, | |
| "loss": 0.1653, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 3.072763028515241e-05, | |
| "loss": 0.0001, | |
| "step": 505 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 3.048180924287119e-05, | |
| "loss": 0.0118, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 3.0235988200589972e-05, | |
| "loss": 0.161, | |
| "step": 515 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 2.9990167158308753e-05, | |
| "loss": 0.1282, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "learning_rate": 2.9744346116027534e-05, | |
| "loss": 0.0003, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 2.9498525073746314e-05, | |
| "loss": 0.0003, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 2.9252704031465095e-05, | |
| "loss": 0.0023, | |
| "step": 535 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 2.9006882989183876e-05, | |
| "loss": 0.0124, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "learning_rate": 2.8761061946902656e-05, | |
| "loss": 0.0002, | |
| "step": 545 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "learning_rate": 2.8515240904621437e-05, | |
| "loss": 0.0012, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 2.8269419862340218e-05, | |
| "loss": 0.0, | |
| "step": 555 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 2.8023598820059e-05, | |
| "loss": 0.3903, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "learning_rate": 2.777777777777778e-05, | |
| "loss": 0.188, | |
| "step": 565 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.88, | |
| "eval_loss": 0.8578123450279236, | |
| "eval_runtime": 15.4617, | |
| "eval_samples_per_second": 6.468, | |
| "eval_steps_per_second": 0.841, | |
| "step": 565 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 2.753195673549656e-05, | |
| "loss": 0.3239, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 2.7286135693215344e-05, | |
| "loss": 0.0003, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "learning_rate": 2.7040314650934125e-05, | |
| "loss": 0.0, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "learning_rate": 2.6794493608652905e-05, | |
| "loss": 0.2751, | |
| "step": 585 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 2.6548672566371686e-05, | |
| "loss": 0.0, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 5.27, | |
| "learning_rate": 2.6302851524090467e-05, | |
| "loss": 0.0004, | |
| "step": 595 | |
| }, | |
| { | |
| "epoch": 5.31, | |
| "learning_rate": 2.605703048180924e-05, | |
| "loss": 0.0, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "learning_rate": 2.581120943952802e-05, | |
| "loss": 0.0, | |
| "step": 605 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 2.5565388397246802e-05, | |
| "loss": 0.0667, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 5.44, | |
| "learning_rate": 2.5319567354965586e-05, | |
| "loss": 0.0, | |
| "step": 615 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 2.5073746312684367e-05, | |
| "loss": 0.0, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 2.4827925270403147e-05, | |
| "loss": 0.0, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "learning_rate": 2.4582104228121928e-05, | |
| "loss": 0.0, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 5.62, | |
| "learning_rate": 2.433628318584071e-05, | |
| "loss": 0.0, | |
| "step": 635 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 2.409046214355949e-05, | |
| "loss": 0.0, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 2.384464110127827e-05, | |
| "loss": 0.0, | |
| "step": 645 | |
| }, | |
| { | |
| "epoch": 5.75, | |
| "learning_rate": 2.359882005899705e-05, | |
| "loss": 0.0044, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 2.335299901671583e-05, | |
| "loss": 0.0, | |
| "step": 655 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 2.3107177974434612e-05, | |
| "loss": 0.0014, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 5.88, | |
| "learning_rate": 2.2861356932153393e-05, | |
| "loss": 0.0, | |
| "step": 665 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 2.2615535889872174e-05, | |
| "loss": 0.0155, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "learning_rate": 2.2369714847590954e-05, | |
| "loss": 0.0, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.89, | |
| "eval_loss": 1.0512733459472656, | |
| "eval_runtime": 15.1736, | |
| "eval_samples_per_second": 6.59, | |
| "eval_steps_per_second": 0.857, | |
| "step": 678 | |
| }, | |
| { | |
| "epoch": 6.02, | |
| "learning_rate": 2.2123893805309738e-05, | |
| "loss": 0.0, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 6.06, | |
| "learning_rate": 2.187807276302852e-05, | |
| "loss": 0.0, | |
| "step": 685 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 2.1632251720747296e-05, | |
| "loss": 0.0, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 2.1386430678466077e-05, | |
| "loss": 0.0, | |
| "step": 695 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 2.1140609636184858e-05, | |
| "loss": 0.0, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 2.089478859390364e-05, | |
| "loss": 0.0, | |
| "step": 705 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 2.064896755162242e-05, | |
| "loss": 0.0, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 2.04031465093412e-05, | |
| "loss": 0.0, | |
| "step": 715 | |
| }, | |
| { | |
| "epoch": 6.37, | |
| "learning_rate": 2.015732546705998e-05, | |
| "loss": 0.0, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 1.991150442477876e-05, | |
| "loss": 0.0, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 6.46, | |
| "learning_rate": 1.9665683382497542e-05, | |
| "loss": 0.0, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "learning_rate": 1.9419862340216326e-05, | |
| "loss": 0.0, | |
| "step": 735 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 1.9174041297935107e-05, | |
| "loss": 0.0, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 1.8928220255653887e-05, | |
| "loss": 0.0, | |
| "step": 745 | |
| }, | |
| { | |
| "epoch": 6.64, | |
| "learning_rate": 1.8682399213372664e-05, | |
| "loss": 0.0, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 1.8436578171091445e-05, | |
| "loss": 0.0, | |
| "step": 755 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 1.8190757128810226e-05, | |
| "loss": 0.0, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 1.7944936086529007e-05, | |
| "loss": 0.0008, | |
| "step": 765 | |
| }, | |
| { | |
| "epoch": 6.81, | |
| "learning_rate": 1.7699115044247787e-05, | |
| "loss": 0.1555, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 1.7453294001966568e-05, | |
| "loss": 0.0, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "learning_rate": 1.720747295968535e-05, | |
| "loss": 0.0, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 6.95, | |
| "learning_rate": 1.6961651917404133e-05, | |
| "loss": 0.0, | |
| "step": 785 | |
| }, | |
| { | |
| "epoch": 6.99, | |
| "learning_rate": 1.6715830875122913e-05, | |
| "loss": 0.4527, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.88, | |
| "eval_loss": 0.9157407283782959, | |
| "eval_runtime": 15.1291, | |
| "eval_samples_per_second": 6.61, | |
| "eval_steps_per_second": 0.859, | |
| "step": 791 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "learning_rate": 1.6470009832841694e-05, | |
| "loss": 0.0, | |
| "step": 795 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 1.6224188790560475e-05, | |
| "loss": 0.0, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 1.5978367748279252e-05, | |
| "loss": 0.0, | |
| "step": 805 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 1.5732546705998033e-05, | |
| "loss": 0.0, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 1.5486725663716813e-05, | |
| "loss": 0.3651, | |
| "step": 815 | |
| }, | |
| { | |
| "epoch": 7.26, | |
| "learning_rate": 1.5240904621435596e-05, | |
| "loss": 0.0, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 1.4995083579154376e-05, | |
| "loss": 0.0, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 7.35, | |
| "learning_rate": 1.4749262536873157e-05, | |
| "loss": 0.0, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 7.39, | |
| "learning_rate": 1.4503441494591938e-05, | |
| "loss": 0.0, | |
| "step": 835 | |
| }, | |
| { | |
| "epoch": 7.43, | |
| "learning_rate": 1.4257620452310719e-05, | |
| "loss": 0.0, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 7.48, | |
| "learning_rate": 1.40117994100295e-05, | |
| "loss": 0.0, | |
| "step": 845 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "learning_rate": 1.376597836774828e-05, | |
| "loss": 0.0, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 7.57, | |
| "learning_rate": 1.3520157325467062e-05, | |
| "loss": 0.0, | |
| "step": 855 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "learning_rate": 1.3274336283185843e-05, | |
| "loss": 0.0, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 7.65, | |
| "learning_rate": 1.302851524090462e-05, | |
| "loss": 0.0, | |
| "step": 865 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 1.2782694198623401e-05, | |
| "loss": 0.0, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 7.74, | |
| "learning_rate": 1.2536873156342183e-05, | |
| "loss": 0.0, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 1.2291052114060964e-05, | |
| "loss": 0.0, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 7.83, | |
| "learning_rate": 1.2045231071779745e-05, | |
| "loss": 0.0, | |
| "step": 885 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "learning_rate": 1.1799410029498525e-05, | |
| "loss": 0.0, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 7.92, | |
| "learning_rate": 1.1553588987217306e-05, | |
| "loss": 0.1747, | |
| "step": 895 | |
| }, | |
| { | |
| "epoch": 7.96, | |
| "learning_rate": 1.1307767944936087e-05, | |
| "loss": 0.0, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.85, | |
| "eval_loss": 1.0898141860961914, | |
| "eval_runtime": 15.2351, | |
| "eval_samples_per_second": 6.564, | |
| "eval_steps_per_second": 0.853, | |
| "step": 904 | |
| }, | |
| { | |
| "epoch": 8.01, | |
| "learning_rate": 1.1061946902654869e-05, | |
| "loss": 0.0, | |
| "step": 905 | |
| }, | |
| { | |
| "epoch": 8.05, | |
| "learning_rate": 1.0816125860373648e-05, | |
| "loss": 0.0, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 8.1, | |
| "learning_rate": 1.0570304818092429e-05, | |
| "loss": 0.0, | |
| "step": 915 | |
| }, | |
| { | |
| "epoch": 8.14, | |
| "learning_rate": 1.032448377581121e-05, | |
| "loss": 0.0, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 1.007866273352999e-05, | |
| "loss": 0.0, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 8.23, | |
| "learning_rate": 9.832841691248771e-06, | |
| "loss": 0.4195, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 8.27, | |
| "learning_rate": 9.587020648967553e-06, | |
| "loss": 0.0, | |
| "step": 935 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 9.341199606686332e-06, | |
| "loss": 0.0, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 8.36, | |
| "learning_rate": 9.095378564405113e-06, | |
| "loss": 0.0, | |
| "step": 945 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "learning_rate": 8.849557522123894e-06, | |
| "loss": 0.0, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 8.45, | |
| "learning_rate": 8.603736479842674e-06, | |
| "loss": 0.0, | |
| "step": 955 | |
| }, | |
| { | |
| "epoch": 8.5, | |
| "learning_rate": 8.357915437561457e-06, | |
| "loss": 0.0, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 8.54, | |
| "learning_rate": 8.112094395280237e-06, | |
| "loss": 0.0, | |
| "step": 965 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "learning_rate": 7.866273352999016e-06, | |
| "loss": 0.0, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 8.63, | |
| "learning_rate": 7.620452310717798e-06, | |
| "loss": 0.0, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 7.374631268436579e-06, | |
| "loss": 0.0, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 7.128810226155359e-06, | |
| "loss": 0.0, | |
| "step": 985 | |
| }, | |
| { | |
| "epoch": 8.76, | |
| "learning_rate": 6.88298918387414e-06, | |
| "loss": 0.0, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 6.6371681415929215e-06, | |
| "loss": 0.0, | |
| "step": 995 | |
| }, | |
| { | |
| "epoch": 8.85, | |
| "learning_rate": 6.3913470993117005e-06, | |
| "loss": 0.0, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 6.145526057030482e-06, | |
| "loss": 0.0, | |
| "step": 1005 | |
| }, | |
| { | |
| "epoch": 8.94, | |
| "learning_rate": 5.899705014749263e-06, | |
| "loss": 0.2103, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 5.653883972468043e-06, | |
| "loss": 0.0, | |
| "step": 1015 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.89, | |
| "eval_loss": 0.7874658107757568, | |
| "eval_runtime": 14.9655, | |
| "eval_samples_per_second": 6.682, | |
| "eval_steps_per_second": 0.869, | |
| "step": 1017 | |
| }, | |
| { | |
| "epoch": 9.03, | |
| "learning_rate": 5.408062930186824e-06, | |
| "loss": 0.0, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "learning_rate": 5.162241887905605e-06, | |
| "loss": 0.0, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 9.12, | |
| "learning_rate": 4.9164208456243854e-06, | |
| "loss": 0.0, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 9.16, | |
| "learning_rate": 4.670599803343166e-06, | |
| "loss": 0.0, | |
| "step": 1035 | |
| }, | |
| { | |
| "epoch": 9.2, | |
| "learning_rate": 4.424778761061947e-06, | |
| "loss": 0.0, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 9.25, | |
| "learning_rate": 4.178957718780728e-06, | |
| "loss": 0.0, | |
| "step": 1045 | |
| }, | |
| { | |
| "epoch": 9.29, | |
| "learning_rate": 3.933136676499508e-06, | |
| "loss": 0.0, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 9.34, | |
| "learning_rate": 3.6873156342182893e-06, | |
| "loss": 0.0, | |
| "step": 1055 | |
| }, | |
| { | |
| "epoch": 9.38, | |
| "learning_rate": 3.44149459193707e-06, | |
| "loss": 0.0, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "learning_rate": 3.1956735496558502e-06, | |
| "loss": 0.0, | |
| "step": 1065 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 2.9498525073746313e-06, | |
| "loss": 0.0, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 9.51, | |
| "learning_rate": 2.704031465093412e-06, | |
| "loss": 0.0332, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 9.56, | |
| "learning_rate": 2.4582104228121927e-06, | |
| "loss": 0.0, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 9.6, | |
| "learning_rate": 2.2123893805309734e-06, | |
| "loss": 0.0, | |
| "step": 1085 | |
| }, | |
| { | |
| "epoch": 9.65, | |
| "learning_rate": 1.966568338249754e-06, | |
| "loss": 0.0, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 9.69, | |
| "learning_rate": 1.720747295968535e-06, | |
| "loss": 0.3838, | |
| "step": 1095 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "learning_rate": 1.4749262536873157e-06, | |
| "loss": 0.0, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 1.2291052114060964e-06, | |
| "loss": 0.0, | |
| "step": 1105 | |
| }, | |
| { | |
| "epoch": 9.82, | |
| "learning_rate": 9.83284169124877e-07, | |
| "loss": 0.0, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "learning_rate": 7.374631268436578e-07, | |
| "loss": 0.0, | |
| "step": 1115 | |
| }, | |
| { | |
| "epoch": 9.91, | |
| "learning_rate": 4.916420845624385e-07, | |
| "loss": 0.0, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 9.96, | |
| "learning_rate": 2.4582104228121926e-07, | |
| "loss": 0.0, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 0.0, | |
| "loss": 0.0, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9, | |
| "eval_loss": 0.7291831970214844, | |
| "eval_runtime": 15.0581, | |
| "eval_samples_per_second": 6.641, | |
| "eval_steps_per_second": 0.863, | |
| "step": 1130 | |
| } | |
| ], | |
| "logging_steps": 5, | |
| "max_steps": 1130, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "total_flos": 6.094112254328832e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |