diff --git a/.gitattributes b/.gitattributes index 4bd6e88b807019181c3423e4f66afde7d5b15d21..4c7a382711a81e2b9945760ec404fcdbf3df3b5f 100644 --- a/.gitattributes +++ b/.gitattributes @@ -97,3 +97,10 @@ epfl_final/SparseAtt/wandb/run-20260820_041558-bajm6b15/run-bajm6b15.wandb filte epfl_final/SparseAtt/wandb/run-20260820_041559-xfnxdn24/run-xfnxdn24.wandb filter=lfs diff=lfs merge=lfs -text epfl_final/SparseAtt/wandb/run-20260820_041559-zovy63wq/run-zovy63wq.wandb filter=lfs diff=lfs merge=lfs -text epfl_final/SparseAtt/wandb/run-20260820_041559-jqstnvej/run-jqstnvej.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/run-ysa9iyov.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/run-jqstnvej.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/run-ysa9iyov.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/run-xfnxdn24.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/run-bajm6b15.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/run-zovy63wq.wandb filter=lfs diff=lfs merge=lfs -text +epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/run-jqstnvej.wandb filter=lfs diff=lfs merge=lfs -text diff --git a/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..22a7e340eaacac9edd6b10da20e5ec585b9b5e44 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/files/output.log @@ -0,0 +1,456 @@ +Starting training... +Validation at step 14000: Loss = 3.0315, Perplexity = 20.73 +Switching attention mode for step 14001: dense (dense step interval) +Step 14010/44000 | Loss: 3.0521 | LR: 3.93e-04 | 30764.5ms/step | 0.7 samples/s +Step 14020/44000 | Loss: 3.0747 | LR: 3.93e-04 | 1400.4ms/step | 14.3 samples/s +Step 14030/44000 | Loss: 3.0141 | LR: 3.92e-04 | 1401.7ms/step | 14.3 samples/s +Step 14040/44000 | Loss: 3.0482 | LR: 3.92e-04 | 1404.4ms/step | 14.2 samples/s +Step 14050/44000 | Loss: 3.0244 | LR: 3.92e-04 | 1402.5ms/step | 14.3 samples/s +Step 14060/44000 | Loss: 2.9957 | LR: 3.92e-04 | 1405.5ms/step | 14.2 samples/s +Step 14070/44000 | Loss: 3.0557 | LR: 3.92e-04 | 1404.4ms/step | 14.2 samples/s +Step 14080/44000 | Loss: 3.0433 | LR: 3.92e-04 | 1407.5ms/step | 14.2 samples/s +Step 14090/44000 | Loss: 3.0255 | LR: 3.92e-04 | 1406.2ms/step | 14.2 samples/s +Step 14100/44000 | Loss: 3.0300 | LR: 3.91e-04 | 1401.6ms/step | 14.3 samples/s +Step 14110/44000 | Loss: 3.0152 | LR: 3.91e-04 | 1400.1ms/step | 14.3 samples/s +Step 14120/44000 | Loss: 3.0562 | LR: 3.91e-04 | 1400.1ms/step | 14.3 samples/s +Step 14130/44000 | Loss: 3.0295 | LR: 3.91e-04 | 1399.9ms/step | 14.3 samples/s +Step 14140/44000 | Loss: 3.0463 | LR: 3.91e-04 | 1400.0ms/step | 14.3 samples/s +Step 14150/44000 | Loss: 3.0376 | LR: 3.91e-04 | 1400.0ms/step | 14.3 samples/s +Step 14160/44000 | Loss: 3.0425 | LR: 3.90e-04 | 1399.9ms/step | 14.3 samples/s +Step 14170/44000 | Loss: 3.0176 | LR: 3.90e-04 | 1400.3ms/step | 14.3 samples/s +Step 14180/44000 | Loss: 3.0226 | LR: 3.90e-04 | 1399.5ms/step | 14.3 samples/s +Step 14190/44000 | Loss: 3.0413 | LR: 3.90e-04 | 1400.6ms/step | 14.3 samples/s +Step 14200/44000 | Loss: 3.0287 | LR: 3.90e-04 | 1399.7ms/step | 14.3 samples/s +Step 14210/44000 | Loss: 3.0243 | LR: 3.90e-04 | 1399.9ms/step | 14.3 samples/s +Step 14220/44000 | Loss: 3.0587 | LR: 3.90e-04 | 1400.2ms/step | 14.3 samples/s +Step 14230/44000 | Loss: 3.0377 | LR: 3.89e-04 | 1399.9ms/step | 14.3 samples/s +Step 14240/44000 | Loss: 3.0638 | LR: 3.89e-04 | 1400.3ms/step | 14.3 samples/s +Step 14250/44000 | Loss: 3.0836 | LR: 3.89e-04 | 1401.7ms/step | 14.3 samples/s +Step 14260/44000 | Loss: 3.0346 | LR: 3.89e-04 | 1400.8ms/step | 14.3 samples/s +Step 14270/44000 | Loss: 3.0117 | LR: 3.89e-04 | 1401.1ms/step | 14.3 samples/s +Step 14280/44000 | Loss: 3.0250 | LR: 3.89e-04 | 1400.0ms/step | 14.3 samples/s +Step 14290/44000 | Loss: 3.0364 | LR: 3.89e-04 | 1399.8ms/step | 14.3 samples/s +Step 14300/44000 | Loss: 3.0342 | LR: 3.88e-04 | 1400.3ms/step | 14.3 samples/s +Step 14310/44000 | Loss: 3.0343 | LR: 3.88e-04 | 1399.9ms/step | 14.3 samples/s +Step 14320/44000 | Loss: 3.0531 | LR: 3.88e-04 | 1399.9ms/step | 14.3 samples/s +Step 14330/44000 | Loss: 3.0523 | LR: 3.88e-04 | 1400.1ms/step | 14.3 samples/s +Step 14340/44000 | Loss: 3.0429 | LR: 3.88e-04 | 1399.9ms/step | 14.3 samples/s +Step 14350/44000 | Loss: 3.0559 | LR: 3.88e-04 | 1400.1ms/step | 14.3 samples/s +Step 14360/44000 | Loss: 3.0261 | LR: 3.87e-04 | 1399.9ms/step | 14.3 samples/s +Step 14370/44000 | Loss: 3.0138 | LR: 3.87e-04 | 1400.5ms/step | 14.3 samples/s +Step 14380/44000 | Loss: 3.0530 | LR: 3.87e-04 | 1399.5ms/step | 14.3 samples/s +Step 14390/44000 | Loss: 3.0273 | LR: 3.87e-04 | 1400.0ms/step | 14.3 samples/s +Step 14400/44000 | Loss: 3.0345 | LR: 3.87e-04 | 1399.9ms/step | 14.3 samples/s +Step 14410/44000 | Loss: 3.0357 | LR: 3.87e-04 | 1400.2ms/step | 14.3 samples/s +Step 14420/44000 | Loss: 3.0597 | LR: 3.87e-04 | 1399.8ms/step | 14.3 samples/s +Step 14430/44000 | Loss: 3.0228 | LR: 3.86e-04 | 1400.1ms/step | 14.3 samples/s +Step 14440/44000 | Loss: 3.0280 | LR: 3.86e-04 | 1399.9ms/step | 14.3 samples/s +Step 14450/44000 | Loss: 3.0255 | LR: 3.86e-04 | 1400.3ms/step | 14.3 samples/s +Step 14460/44000 | Loss: 3.0530 | LR: 3.86e-04 | 1399.8ms/step | 14.3 samples/s +Step 14470/44000 | Loss: 3.0447 | LR: 3.86e-04 | 1399.9ms/step | 14.3 samples/s +Step 14480/44000 | Loss: 3.0540 | LR: 3.86e-04 | 1400.0ms/step | 14.3 samples/s +Step 14490/44000 | Loss: 3.0544 | LR: 3.85e-04 | 1400.3ms/step | 14.3 samples/s +Step 14500/44000 | Loss: 2.9941 | LR: 3.85e-04 | 1400.0ms/step | 14.3 samples/s +Step 14510/44000 | Loss: 3.0325 | LR: 3.85e-04 | 1399.8ms/step | 14.3 samples/s +Step 14520/44000 | Loss: 3.0357 | LR: 3.85e-04 | 1399.9ms/step | 14.3 samples/s +Step 14530/44000 | Loss: 3.0294 | LR: 3.85e-04 | 1400.3ms/step | 14.3 samples/s +Step 14540/44000 | Loss: 3.0313 | LR: 3.85e-04 | 1399.9ms/step | 14.3 samples/s +Step 14550/44000 | Loss: 3.0350 | LR: 3.85e-04 | 1399.7ms/step | 14.3 samples/s +Step 14560/44000 | Loss: 3.0122 | LR: 3.84e-04 | 1400.1ms/step | 14.3 samples/s +Step 14570/44000 | Loss: 3.0366 | LR: 3.84e-04 | 1400.1ms/step | 14.3 samples/s +Step 14580/44000 | Loss: 3.0213 | LR: 3.84e-04 | 1400.4ms/step | 14.3 samples/s +Step 14590/44000 | Loss: 3.0545 | LR: 3.84e-04 | 1399.4ms/step | 14.3 samples/s +Step 14600/44000 | Loss: 3.0290 | LR: 3.84e-04 | 1400.4ms/step | 14.3 samples/s +Step 14610/44000 | Loss: 3.0532 | LR: 3.84e-04 | 1400.1ms/step | 14.3 samples/s +Step 14620/44000 | Loss: 3.0001 | LR: 3.83e-04 | 1399.6ms/step | 14.3 samples/s +Step 14630/44000 | Loss: 3.0206 | LR: 3.83e-04 | 1399.9ms/step | 14.3 samples/s +Step 14640/44000 | Loss: 3.0220 | LR: 3.83e-04 | 1400.1ms/step | 14.3 samples/s +Step 14650/44000 | Loss: 3.0496 | LR: 3.83e-04 | 1400.2ms/step | 14.3 samples/s +Step 14660/44000 | Loss: 3.0342 | LR: 3.83e-04 | 1399.8ms/step | 14.3 samples/s +Step 14670/44000 | Loss: 3.0729 | LR: 3.83e-04 | 1399.9ms/step | 14.3 samples/s +Step 14680/44000 | Loss: 3.0262 | LR: 3.83e-04 | 1400.2ms/step | 14.3 samples/s +Step 14690/44000 | Loss: 3.0151 | LR: 3.82e-04 | 1400.0ms/step | 14.3 samples/s +Step 14700/44000 | Loss: 3.0294 | LR: 3.82e-04 | 1399.7ms/step | 14.3 samples/s +Step 14710/44000 | Loss: 3.0133 | LR: 3.82e-04 | 1400.0ms/step | 14.3 samples/s +Step 14720/44000 | Loss: 3.0168 | LR: 3.82e-04 | 1400.4ms/step | 14.3 samples/s +Step 14730/44000 | Loss: 3.0168 | LR: 3.82e-04 | 1400.1ms/step | 14.3 samples/s +Step 14740/44000 | Loss: 3.0555 | LR: 3.82e-04 | 1400.0ms/step | 14.3 samples/s +Step 14750/44000 | Loss: 3.0453 | LR: 3.81e-04 | 1399.5ms/step | 14.3 samples/s +Step 14760/44000 | Loss: 3.0187 | LR: 3.81e-04 | 1400.1ms/step | 14.3 samples/s +Step 14770/44000 | Loss: 3.0488 | LR: 3.81e-04 | 1400.2ms/step | 14.3 samples/s +Step 14780/44000 | Loss: 3.0276 | LR: 3.81e-04 | 1400.0ms/step | 14.3 samples/s +Step 14790/44000 | Loss: 3.0210 | LR: 3.81e-04 | 1399.7ms/step | 14.3 samples/s +Step 14800/44000 | Loss: 3.0516 | LR: 3.81e-04 | 1400.1ms/step | 14.3 samples/s +Step 14810/44000 | Loss: 3.0319 | LR: 3.81e-04 | 1399.9ms/step | 14.3 samples/s +Step 14820/44000 | Loss: 3.0442 | LR: 3.80e-04 | 1400.0ms/step | 14.3 samples/s +Step 14830/44000 | Loss: 3.0371 | LR: 3.80e-04 | 1400.1ms/step | 14.3 samples/s +Step 14840/44000 | Loss: 3.0045 | LR: 3.80e-04 | 1399.8ms/step | 14.3 samples/s +Step 14850/44000 | Loss: 2.9777 | LR: 3.80e-04 | 1400.3ms/step | 14.3 samples/s +Step 14860/44000 | Loss: 3.0043 | LR: 3.80e-04 | 1399.7ms/step | 14.3 samples/s +Step 14870/44000 | Loss: 3.0675 | LR: 3.80e-04 | 1400.5ms/step | 14.3 samples/s +Step 14880/44000 | Loss: 3.0157 | LR: 3.79e-04 | 1399.5ms/step | 14.3 samples/s +Step 14890/44000 | Loss: 3.0207 | LR: 3.79e-04 | 1400.1ms/step | 14.3 samples/s +Step 14900/44000 | Loss: 3.0087 | LR: 3.79e-04 | 1400.0ms/step | 14.3 samples/s +Step 14910/44000 | Loss: 3.0392 | LR: 3.79e-04 | 1399.9ms/step | 14.3 samples/s +Step 14920/44000 | Loss: 3.0563 | LR: 3.79e-04 | 1400.3ms/step | 14.3 samples/s +Step 14930/44000 | Loss: 3.0244 | LR: 3.79e-04 | 1400.0ms/step | 14.3 samples/s +Step 14940/44000 | Loss: 3.0206 | LR: 3.79e-04 | 1402.0ms/step | 14.3 samples/s +Step 14950/44000 | Loss: 3.0400 | LR: 3.78e-04 | 1399.8ms/step | 14.3 samples/s +Step 14960/44000 | Loss: 3.0309 | LR: 3.78e-04 | 1400.3ms/step | 14.3 samples/s +Step 14970/44000 | Loss: 3.0373 | LR: 3.78e-04 | 1401.5ms/step | 14.3 samples/s +Step 14980/44000 | Loss: 3.0326 | LR: 3.78e-04 | 1400.2ms/step | 14.3 samples/s +Step 14990/44000 | Loss: 3.0105 | LR: 3.78e-04 | 1400.1ms/step | 14.3 samples/s +Step 15000/44000 | Loss: 3.0185 | LR: 3.78e-04 | 1400.4ms/step | 14.3 samples/s +Validation at step 15000: Loss = 3.0168, Perplexity = 20.43 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-15000 +Step 15010/44000 | Loss: 3.0053 | LR: 3.77e-04 | 3941.5ms/step | 5.1 samples/s +Step 15020/44000 | Loss: 3.0368 | LR: 3.77e-04 | 1402.4ms/step | 14.3 samples/s +Step 15030/44000 | Loss: 3.0373 | LR: 3.77e-04 | 1409.6ms/step | 14.2 samples/s +Step 15040/44000 | Loss: 3.0137 | LR: 3.77e-04 | 1410.2ms/step | 14.2 samples/s +Step 15050/44000 | Loss: 3.0237 | LR: 3.77e-04 | 1411.9ms/step | 14.2 samples/s +Step 15060/44000 | Loss: 3.0238 | LR: 3.77e-04 | 1409.0ms/step | 14.2 samples/s +Step 15070/44000 | Loss: 3.0276 | LR: 3.77e-04 | 1412.4ms/step | 14.2 samples/s +Step 15080/44000 | Loss: 3.0443 | LR: 3.76e-04 | 1411.0ms/step | 14.2 samples/s +Step 15090/44000 | Loss: 3.0242 | LR: 3.76e-04 | 1410.4ms/step | 14.2 samples/s +Step 15100/44000 | Loss: 3.0022 | LR: 3.76e-04 | 1411.3ms/step | 14.2 samples/s +Step 15110/44000 | Loss: 3.0292 | LR: 3.76e-04 | 1412.4ms/step | 14.2 samples/s +Step 15120/44000 | Loss: 3.0013 | LR: 3.76e-04 | 1414.7ms/step | 14.1 samples/s +Step 15130/44000 | Loss: 3.0519 | LR: 3.76e-04 | 1409.6ms/step | 14.2 samples/s +Step 15140/44000 | Loss: 3.0067 | LR: 3.75e-04 | 1411.2ms/step | 14.2 samples/s +Step 15150/44000 | Loss: 3.0282 | LR: 3.75e-04 | 1412.2ms/step | 14.2 samples/s +Step 15160/44000 | Loss: 3.0164 | LR: 3.75e-04 | 1411.7ms/step | 14.2 samples/s +Step 15170/44000 | Loss: 3.0404 | LR: 3.75e-04 | 1410.0ms/step | 14.2 samples/s +Step 15180/44000 | Loss: 2.9985 | LR: 3.75e-04 | 1408.0ms/step | 14.2 samples/s +Step 15190/44000 | Loss: 3.0056 | LR: 3.75e-04 | 1412.1ms/step | 14.2 samples/s +Step 15200/44000 | Loss: 3.0177 | LR: 3.74e-04 | 1413.8ms/step | 14.1 samples/s +Step 15210/44000 | Loss: 3.0339 | LR: 3.74e-04 | 1409.1ms/step | 14.2 samples/s +Step 15220/44000 | Loss: 3.0289 | LR: 3.74e-04 | 1409.4ms/step | 14.2 samples/s +Step 15230/44000 | Loss: 3.0372 | LR: 3.74e-04 | 1409.8ms/step | 14.2 samples/s +Step 15240/44000 | Loss: 3.0108 | LR: 3.74e-04 | 1412.0ms/step | 14.2 samples/s +Step 15250/44000 | Loss: 3.0425 | LR: 3.74e-04 | 1408.8ms/step | 14.2 samples/s +Step 15260/44000 | Loss: 3.0209 | LR: 3.74e-04 | 1408.6ms/step | 14.2 samples/s +Step 15270/44000 | Loss: 3.0247 | LR: 3.73e-04 | 1412.5ms/step | 14.2 samples/s +Step 15280/44000 | Loss: 3.0363 | LR: 3.73e-04 | 1412.3ms/step | 14.2 samples/s +Step 15290/44000 | Loss: 3.0178 | LR: 3.73e-04 | 1412.4ms/step | 14.2 samples/s +Step 15300/44000 | Loss: 3.0352 | LR: 3.73e-04 | 1410.6ms/step | 14.2 samples/s +Step 15310/44000 | Loss: 3.0114 | LR: 3.73e-04 | 1413.1ms/step | 14.2 samples/s +Step 15320/44000 | Loss: 3.0030 | LR: 3.73e-04 | 1411.7ms/step | 14.2 samples/s +Step 15330/44000 | Loss: 3.0128 | LR: 3.72e-04 | 1411.8ms/step | 14.2 samples/s +Step 15340/44000 | Loss: 3.0430 | LR: 3.72e-04 | 1410.2ms/step | 14.2 samples/s +Step 15350/44000 | Loss: 3.0171 | LR: 3.72e-04 | 1410.0ms/step | 14.2 samples/s +Step 15360/44000 | Loss: 3.0435 | LR: 3.72e-04 | 1407.8ms/step | 14.2 samples/s +Step 15370/44000 | Loss: 3.0452 | LR: 3.72e-04 | 1409.5ms/step | 14.2 samples/s +Step 15380/44000 | Loss: 3.0110 | LR: 3.72e-04 | 1408.6ms/step | 14.2 samples/s +Step 15390/44000 | Loss: 3.0187 | LR: 3.71e-04 | 1410.5ms/step | 14.2 samples/s +Step 15400/44000 | Loss: 3.0359 | LR: 3.71e-04 | 1410.7ms/step | 14.2 samples/s +Step 15410/44000 | Loss: 3.0216 | LR: 3.71e-04 | 1411.2ms/step | 14.2 samples/s +Step 15420/44000 | Loss: 3.0334 | LR: 3.71e-04 | 1412.5ms/step | 14.2 samples/s +Step 15430/44000 | Loss: 3.0338 | LR: 3.71e-04 | 1411.6ms/step | 14.2 samples/s +Step 15440/44000 | Loss: 3.0213 | LR: 3.71e-04 | 1411.4ms/step | 14.2 samples/s +Step 15450/44000 | Loss: 3.0234 | LR: 3.71e-04 | 1410.6ms/step | 14.2 samples/s +Step 15460/44000 | Loss: 3.0322 | LR: 3.70e-04 | 1411.4ms/step | 14.2 samples/s +Step 15470/44000 | Loss: 3.0304 | LR: 3.70e-04 | 1412.0ms/step | 14.2 samples/s +Step 15480/44000 | Loss: 3.0119 | LR: 3.70e-04 | 1412.8ms/step | 14.2 samples/s +Step 15490/44000 | Loss: 3.0070 | LR: 3.70e-04 | 1409.2ms/step | 14.2 samples/s +Step 15500/44000 | Loss: 3.0243 | LR: 3.70e-04 | 1410.9ms/step | 14.2 samples/s +Step 15510/44000 | Loss: 3.0337 | LR: 3.70e-04 | 1410.5ms/step | 14.2 samples/s +Step 15520/44000 | Loss: 3.0178 | LR: 3.69e-04 | 1408.4ms/step | 14.2 samples/s +Step 15530/44000 | Loss: 2.9951 | LR: 3.69e-04 | 1409.1ms/step | 14.2 samples/s +Step 15540/44000 | Loss: 3.0524 | LR: 3.69e-04 | 1411.5ms/step | 14.2 samples/s +Step 15550/44000 | Loss: 3.0217 | LR: 3.69e-04 | 1408.2ms/step | 14.2 samples/s +Step 15560/44000 | Loss: 3.0148 | LR: 3.69e-04 | 1409.3ms/step | 14.2 samples/s +Step 15570/44000 | Loss: 2.9971 | LR: 3.69e-04 | 1410.2ms/step | 14.2 samples/s +Step 15580/44000 | Loss: 3.0258 | LR: 3.68e-04 | 1410.1ms/step | 14.2 samples/s +Step 15590/44000 | Loss: 3.0436 | LR: 3.68e-04 | 1412.1ms/step | 14.2 samples/s +Step 15600/44000 | Loss: 3.0186 | LR: 3.68e-04 | 1407.6ms/step | 14.2 samples/s +Step 15610/44000 | Loss: 2.9948 | LR: 3.68e-04 | 1410.4ms/step | 14.2 samples/s +Step 15620/44000 | Loss: 3.0137 | LR: 3.68e-04 | 1412.1ms/step | 14.2 samples/s +Step 15630/44000 | Loss: 3.0320 | LR: 3.68e-04 | 1412.2ms/step | 14.2 samples/s +Step 15640/44000 | Loss: 3.0359 | LR: 3.67e-04 | 1411.8ms/step | 14.2 samples/s +Step 15650/44000 | Loss: 3.0122 | LR: 3.67e-04 | 1410.7ms/step | 14.2 samples/s +Step 15660/44000 | Loss: 3.0295 | LR: 3.67e-04 | 1411.1ms/step | 14.2 samples/s +Step 15670/44000 | Loss: 3.0124 | LR: 3.67e-04 | 1411.2ms/step | 14.2 samples/s +Step 15680/44000 | Loss: 3.0503 | LR: 3.67e-04 | 1411.2ms/step | 14.2 samples/s +Step 15690/44000 | Loss: 3.0024 | LR: 3.67e-04 | 1409.5ms/step | 14.2 samples/s +Step 15700/44000 | Loss: 3.0032 | LR: 3.67e-04 | 1408.5ms/step | 14.2 samples/s +Step 15710/44000 | Loss: 3.0169 | LR: 3.66e-04 | 1412.2ms/step | 14.2 samples/s +Step 15720/44000 | Loss: 2.9977 | LR: 3.66e-04 | 1411.1ms/step | 14.2 samples/s +Step 15730/44000 | Loss: 3.0203 | LR: 3.66e-04 | 1408.1ms/step | 14.2 samples/s +Step 15740/44000 | Loss: 3.0099 | LR: 3.66e-04 | 1412.6ms/step | 14.2 samples/s +Step 15750/44000 | Loss: 3.0203 | LR: 3.66e-04 | 1409.6ms/step | 14.2 samples/s +Step 15760/44000 | Loss: 3.0059 | LR: 3.66e-04 | 1411.6ms/step | 14.2 samples/s +Step 15770/44000 | Loss: 3.0506 | LR: 3.65e-04 | 1412.3ms/step | 14.2 samples/s +Step 15780/44000 | Loss: 2.9989 | LR: 3.65e-04 | 1412.1ms/step | 14.2 samples/s +Step 15790/44000 | Loss: 3.0394 | LR: 3.65e-04 | 1412.1ms/step | 14.2 samples/s +Step 15800/44000 | Loss: 3.0058 | LR: 3.65e-04 | 1414.2ms/step | 14.1 samples/s +Step 15810/44000 | Loss: 3.0214 | LR: 3.65e-04 | 1411.8ms/step | 14.2 samples/s +Step 15820/44000 | Loss: 2.9922 | LR: 3.65e-04 | 1408.5ms/step | 14.2 samples/s +Step 15830/44000 | Loss: 2.9982 | LR: 3.64e-04 | 1407.2ms/step | 14.2 samples/s +Step 15840/44000 | Loss: 3.0272 | LR: 3.64e-04 | 1411.9ms/step | 14.2 samples/s +Step 15850/44000 | Loss: 3.0119 | LR: 3.64e-04 | 1411.0ms/step | 14.2 samples/s +Step 15860/44000 | Loss: 3.0130 | LR: 3.64e-04 | 1411.3ms/step | 14.2 samples/s +Step 15870/44000 | Loss: 3.0085 | LR: 3.64e-04 | 1409.9ms/step | 14.2 samples/s +Step 15880/44000 | Loss: 3.0284 | LR: 3.64e-04 | 1412.5ms/step | 14.2 samples/s +Step 15890/44000 | Loss: 2.9768 | LR: 3.63e-04 | 1411.4ms/step | 14.2 samples/s +Step 15900/44000 | Loss: 3.0116 | LR: 3.63e-04 | 1410.3ms/step | 14.2 samples/s +Step 15910/44000 | Loss: 3.0028 | LR: 3.63e-04 | 1408.9ms/step | 14.2 samples/s +Step 15920/44000 | Loss: 3.0251 | LR: 3.63e-04 | 1407.7ms/step | 14.2 samples/s +Step 15930/44000 | Loss: 3.0078 | LR: 3.63e-04 | 1409.8ms/step | 14.2 samples/s +Step 15940/44000 | Loss: 3.0058 | LR: 3.63e-04 | 1410.9ms/step | 14.2 samples/s +Step 15950/44000 | Loss: 3.0315 | LR: 3.62e-04 | 1410.2ms/step | 14.2 samples/s +Step 15960/44000 | Loss: 2.9918 | LR: 3.62e-04 | 1410.2ms/step | 14.2 samples/s +Step 15970/44000 | Loss: 2.9993 | LR: 3.62e-04 | 1410.8ms/step | 14.2 samples/s +Step 15980/44000 | Loss: 3.0220 | LR: 3.62e-04 | 1409.8ms/step | 14.2 samples/s +Step 15990/44000 | Loss: 3.0168 | LR: 3.62e-04 | 1408.6ms/step | 14.2 samples/s +Step 16000/44000 | Loss: 3.0033 | LR: 3.62e-04 | 1407.0ms/step | 14.2 samples/s +Validation at step 16000: Loss = 3.0032, Perplexity = 20.15 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-16000 +Step 16010/44000 | Loss: 3.0004 | LR: 3.62e-04 | 3962.0ms/step | 5.0 samples/s +Step 16020/44000 | Loss: 3.0341 | LR: 3.61e-04 | 1403.8ms/step | 14.2 samples/s +Step 16030/44000 | Loss: 2.9863 | LR: 3.61e-04 | 1406.9ms/step | 14.2 samples/s +Step 16040/44000 | Loss: 3.0186 | LR: 3.61e-04 | 1400.9ms/step | 14.3 samples/s +Step 16050/44000 | Loss: 3.0309 | LR: 3.61e-04 | 1402.2ms/step | 14.3 samples/s +Step 16060/44000 | Loss: 3.0071 | LR: 3.61e-04 | 1404.0ms/step | 14.2 samples/s +Step 16070/44000 | Loss: 2.9967 | LR: 3.61e-04 | 1401.9ms/step | 14.3 samples/s +Step 16080/44000 | Loss: 3.0232 | LR: 3.60e-04 | 1400.0ms/step | 14.3 samples/s +Step 16090/44000 | Loss: 3.0047 | LR: 3.60e-04 | 1400.3ms/step | 14.3 samples/s +Step 16100/44000 | Loss: 3.0289 | LR: 3.60e-04 | 1401.8ms/step | 14.3 samples/s +Step 16110/44000 | Loss: 2.9921 | LR: 3.60e-04 | 1399.6ms/step | 14.3 samples/s +Step 16120/44000 | Loss: 3.0093 | LR: 3.60e-04 | 1400.4ms/step | 14.3 samples/s +Step 16130/44000 | Loss: 2.9896 | LR: 3.60e-04 | 1400.0ms/step | 14.3 samples/s +Step 16140/44000 | Loss: 2.9900 | LR: 3.59e-04 | 1402.5ms/step | 14.3 samples/s +Step 16150/44000 | Loss: 3.0304 | LR: 3.59e-04 | 1404.2ms/step | 14.2 samples/s +Step 16160/44000 | Loss: 3.0094 | LR: 3.59e-04 | 1403.2ms/step | 14.3 samples/s +Step 16170/44000 | Loss: 2.9771 | LR: 3.59e-04 | 1402.0ms/step | 14.3 samples/s +Step 16180/44000 | Loss: 2.9958 | LR: 3.59e-04 | 1404.3ms/step | 14.2 samples/s +Step 16190/44000 | Loss: 2.9992 | LR: 3.59e-04 | 1401.7ms/step | 14.3 samples/s +Step 16200/44000 | Loss: 3.0221 | LR: 3.58e-04 | 1403.7ms/step | 14.2 samples/s +Step 16210/44000 | Loss: 3.0118 | LR: 3.58e-04 | 1400.2ms/step | 14.3 samples/s +Step 16220/44000 | Loss: 3.0274 | LR: 3.58e-04 | 1402.1ms/step | 14.3 samples/s +Step 16230/44000 | Loss: 3.0129 | LR: 3.58e-04 | 1402.1ms/step | 14.3 samples/s +Step 16240/44000 | Loss: 2.9960 | LR: 3.58e-04 | 1404.5ms/step | 14.2 samples/s +Step 16250/44000 | Loss: 3.0097 | LR: 3.58e-04 | 1400.9ms/step | 14.3 samples/s +Step 16260/44000 | Loss: 3.0072 | LR: 3.57e-04 | 1404.0ms/step | 14.2 samples/s +Step 16270/44000 | Loss: 2.9829 | LR: 3.57e-04 | 1402.4ms/step | 14.3 samples/s +Step 16280/44000 | Loss: 2.9928 | LR: 3.57e-04 | 1401.7ms/step | 14.3 samples/s +Step 16290/44000 | Loss: 3.0136 | LR: 3.57e-04 | 1400.4ms/step | 14.3 samples/s +Step 16300/44000 | Loss: 3.0019 | LR: 3.57e-04 | 1401.5ms/step | 14.3 samples/s +Step 16310/44000 | Loss: 3.0136 | LR: 3.57e-04 | 1402.7ms/step | 14.3 samples/s +Step 16320/44000 | Loss: 3.0140 | LR: 3.56e-04 | 1401.6ms/step | 14.3 samples/s +Step 16330/44000 | Loss: 3.0250 | LR: 3.56e-04 | 1401.0ms/step | 14.3 samples/s +Step 16340/44000 | Loss: 2.9840 | LR: 3.56e-04 | 1401.0ms/step | 14.3 samples/s +Step 16350/44000 | Loss: 3.0017 | LR: 3.56e-04 | 1399.6ms/step | 14.3 samples/s +Step 16360/44000 | Loss: 3.0169 | LR: 3.56e-04 | 1401.0ms/step | 14.3 samples/s +Step 16370/44000 | Loss: 3.0185 | LR: 3.56e-04 | 1399.2ms/step | 14.3 samples/s +Step 16380/44000 | Loss: 2.9950 | LR: 3.55e-04 | 1402.1ms/step | 14.3 samples/s +Step 16390/44000 | Loss: 3.0218 | LR: 3.55e-04 | 1400.4ms/step | 14.3 samples/s +Step 16400/44000 | Loss: 2.9841 | LR: 3.55e-04 | 1399.6ms/step | 14.3 samples/s +Step 16410/44000 | Loss: 3.0440 | LR: 3.55e-04 | 1400.1ms/step | 14.3 samples/s +Step 16420/44000 | Loss: 2.9912 | LR: 3.55e-04 | 1402.4ms/step | 14.3 samples/s +Step 16430/44000 | Loss: 2.9887 | LR: 3.55e-04 | 1403.3ms/step | 14.3 samples/s +Step 16440/44000 | Loss: 3.0123 | LR: 3.54e-04 | 1400.6ms/step | 14.3 samples/s +Step 16450/44000 | Loss: 2.9977 | LR: 3.54e-04 | 1402.2ms/step | 14.3 samples/s +Step 16460/44000 | Loss: 2.9785 | LR: 3.54e-04 | 1402.2ms/step | 14.3 samples/s +Step 16470/44000 | Loss: 2.9969 | LR: 3.54e-04 | 1401.2ms/step | 14.3 samples/s +Step 16480/44000 | Loss: 3.0249 | LR: 3.54e-04 | 1400.0ms/step | 14.3 samples/s +Step 16490/44000 | Loss: 3.0014 | LR: 3.54e-04 | 1400.1ms/step | 14.3 samples/s +Step 16500/44000 | Loss: 3.0037 | LR: 3.53e-04 | 1400.3ms/step | 14.3 samples/s +Step 16510/44000 | Loss: 3.0069 | LR: 3.53e-04 | 1399.6ms/step | 14.3 samples/s +Step 16520/44000 | Loss: 2.9786 | LR: 3.53e-04 | 1400.2ms/step | 14.3 samples/s +Step 16530/44000 | Loss: 3.0031 | LR: 3.53e-04 | 1402.0ms/step | 14.3 samples/s +Step 16540/44000 | Loss: 3.0183 | LR: 3.53e-04 | 1400.4ms/step | 14.3 samples/s +Step 16550/44000 | Loss: 3.0102 | LR: 3.53e-04 | 1401.2ms/step | 14.3 samples/s +Step 16560/44000 | Loss: 3.0114 | LR: 3.52e-04 | 1400.0ms/step | 14.3 samples/s +Step 16570/44000 | Loss: 2.9928 | LR: 3.52e-04 | 1400.5ms/step | 14.3 samples/s +Step 16580/44000 | Loss: 2.9866 | LR: 3.52e-04 | 1400.1ms/step | 14.3 samples/s +Step 16590/44000 | Loss: 3.0028 | LR: 3.52e-04 | 1402.4ms/step | 14.3 samples/s +Step 16600/44000 | Loss: 2.9975 | LR: 3.52e-04 | 1403.3ms/step | 14.3 samples/s +Step 16610/44000 | Loss: 3.0065 | LR: 3.52e-04 | 1402.0ms/step | 14.3 samples/s +Step 16620/44000 | Loss: 3.0008 | LR: 3.51e-04 | 1403.8ms/step | 14.2 samples/s +Step 16630/44000 | Loss: 3.0111 | LR: 3.51e-04 | 1402.6ms/step | 14.3 samples/s +Step 16640/44000 | Loss: 2.9828 | LR: 3.51e-04 | 1405.3ms/step | 14.2 samples/s +Step 16650/44000 | Loss: 3.0010 | LR: 3.51e-04 | 1404.1ms/step | 14.2 samples/s +Step 16660/44000 | Loss: 3.0140 | LR: 3.51e-04 | 1404.2ms/step | 14.2 samples/s +Step 16670/44000 | Loss: 2.9953 | LR: 3.51e-04 | 1402.2ms/step | 14.3 samples/s +Step 16680/44000 | Loss: 3.0067 | LR: 3.50e-04 | 1401.5ms/step | 14.3 samples/s +Step 16690/44000 | Loss: 3.0189 | LR: 3.50e-04 | 1402.4ms/step | 14.3 samples/s +Step 16700/44000 | Loss: 3.0106 | LR: 3.50e-04 | 1406.0ms/step | 14.2 samples/s +Step 16710/44000 | Loss: 3.0117 | LR: 3.50e-04 | 1403.8ms/step | 14.2 samples/s +Step 16720/44000 | Loss: 3.0164 | LR: 3.50e-04 | 1404.1ms/step | 14.2 samples/s +Step 16730/44000 | Loss: 3.0528 | LR: 3.50e-04 | 1403.9ms/step | 14.2 samples/s +Step 16740/44000 | Loss: 2.9955 | LR: 3.49e-04 | 1402.1ms/step | 14.3 samples/s +Step 16750/44000 | Loss: 3.0083 | LR: 3.49e-04 | 1399.5ms/step | 14.3 samples/s +Step 16760/44000 | Loss: 2.9814 | LR: 3.49e-04 | 1400.8ms/step | 14.3 samples/s +Step 16770/44000 | Loss: 2.9909 | LR: 3.49e-04 | 1403.7ms/step | 14.2 samples/s +Step 16780/44000 | Loss: 2.9880 | LR: 3.49e-04 | 1402.2ms/step | 14.3 samples/s +Step 16790/44000 | Loss: 3.0199 | LR: 3.49e-04 | 1404.3ms/step | 14.2 samples/s +Step 16800/44000 | Loss: 2.9944 | LR: 3.48e-04 | 1404.6ms/step | 14.2 samples/s +Step 16810/44000 | Loss: 3.0162 | LR: 3.48e-04 | 1400.8ms/step | 14.3 samples/s +Step 16820/44000 | Loss: 2.9954 | LR: 3.48e-04 | 1401.6ms/step | 14.3 samples/s +Step 16830/44000 | Loss: 3.0058 | LR: 3.48e-04 | 1400.2ms/step | 14.3 samples/s +Step 16840/44000 | Loss: 3.0278 | LR: 3.48e-04 | 1402.3ms/step | 14.3 samples/s +Step 16850/44000 | Loss: 3.0013 | LR: 3.48e-04 | 1401.7ms/step | 14.3 samples/s +Step 16860/44000 | Loss: 3.0208 | LR: 3.47e-04 | 1400.3ms/step | 14.3 samples/s +Step 16870/44000 | Loss: 3.0287 | LR: 3.47e-04 | 1403.6ms/step | 14.2 samples/s +Step 16880/44000 | Loss: 2.9802 | LR: 3.47e-04 | 1400.0ms/step | 14.3 samples/s +Step 16890/44000 | Loss: 3.0092 | LR: 3.47e-04 | 1402.5ms/step | 14.3 samples/s +Step 16900/44000 | Loss: 3.0112 | LR: 3.47e-04 | 1399.4ms/step | 14.3 samples/s +Step 16910/44000 | Loss: 2.9900 | LR: 3.47e-04 | 1402.6ms/step | 14.3 samples/s +Step 16920/44000 | Loss: 3.0025 | LR: 3.46e-04 | 1400.0ms/step | 14.3 samples/s +Step 16930/44000 | Loss: 3.0420 | LR: 3.46e-04 | 1402.6ms/step | 14.3 samples/s +Step 16940/44000 | Loss: 2.9802 | LR: 3.46e-04 | 1403.0ms/step | 14.3 samples/s +Step 16950/44000 | Loss: 3.0236 | LR: 3.46e-04 | 1402.2ms/step | 14.3 samples/s +Step 16960/44000 | Loss: 2.9748 | LR: 3.46e-04 | 1399.9ms/step | 14.3 samples/s +Step 16970/44000 | Loss: 2.9966 | LR: 3.46e-04 | 1402.0ms/step | 14.3 samples/s +Step 16980/44000 | Loss: 3.0043 | LR: 3.45e-04 | 1401.6ms/step | 14.3 samples/s +Step 16990/44000 | Loss: 3.0047 | LR: 3.45e-04 | 1400.0ms/step | 14.3 samples/s +Step 17000/44000 | Loss: 3.0066 | LR: 3.45e-04 | 1399.9ms/step | 14.3 samples/s +Validation at step 17000: Loss = 2.9912, Perplexity = 19.91 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-17000 +Step 17010/44000 | Loss: 2.9859 | LR: 3.45e-04 | 3948.6ms/step | 5.1 samples/s +Step 17020/44000 | Loss: 3.0082 | LR: 3.45e-04 | 1403.8ms/step | 14.2 samples/s +Step 17030/44000 | Loss: 2.9998 | LR: 3.45e-04 | 1401.9ms/step | 14.3 samples/s +Step 17040/44000 | Loss: 3.0025 | LR: 3.44e-04 | 1407.1ms/step | 14.2 samples/s +Step 17050/44000 | Loss: 3.0099 | LR: 3.44e-04 | 1408.8ms/step | 14.2 samples/s +Step 17060/44000 | Loss: 3.0021 | LR: 3.44e-04 | 1409.4ms/step | 14.2 samples/s +Step 17070/44000 | Loss: 2.9977 | LR: 3.44e-04 | 1410.9ms/step | 14.2 samples/s +Step 17080/44000 | Loss: 3.0071 | LR: 3.44e-04 | 1409.5ms/step | 14.2 samples/s +Step 17090/44000 | Loss: 2.9980 | LR: 3.44e-04 | 1407.8ms/step | 14.2 samples/s +Step 17100/44000 | Loss: 2.9998 | LR: 3.43e-04 | 1408.5ms/step | 14.2 samples/s +Step 17110/44000 | Loss: 3.0134 | LR: 3.43e-04 | 1408.3ms/step | 14.2 samples/s +Step 17120/44000 | Loss: 3.0028 | LR: 3.43e-04 | 1412.4ms/step | 14.2 samples/s +Step 17130/44000 | Loss: 3.0126 | LR: 3.43e-04 | 1409.1ms/step | 14.2 samples/s +Step 17140/44000 | Loss: 2.9939 | LR: 3.43e-04 | 1408.1ms/step | 14.2 samples/s +Step 17150/44000 | Loss: 3.0095 | LR: 3.43e-04 | 1409.9ms/step | 14.2 samples/s +Step 17160/44000 | Loss: 2.9964 | LR: 3.42e-04 | 1410.6ms/step | 14.2 samples/s +Step 17170/44000 | Loss: 2.9783 | LR: 3.42e-04 | 1411.3ms/step | 14.2 samples/s +Step 17180/44000 | Loss: 3.0097 | LR: 3.42e-04 | 1410.4ms/step | 14.2 samples/s +Step 17190/44000 | Loss: 2.9733 | LR: 3.42e-04 | 1407.8ms/step | 14.2 samples/s +Step 17200/44000 | Loss: 3.0141 | LR: 3.42e-04 | 1409.9ms/step | 14.2 samples/s +Step 17210/44000 | Loss: 3.0139 | LR: 3.42e-04 | 1406.3ms/step | 14.2 samples/s +Step 17220/44000 | Loss: 2.9842 | LR: 3.41e-04 | 1405.9ms/step | 14.2 samples/s +Step 17230/44000 | Loss: 2.9903 | LR: 3.41e-04 | 1406.2ms/step | 14.2 samples/s +Step 17240/44000 | Loss: 3.0228 | LR: 3.41e-04 | 1410.1ms/step | 14.2 samples/s +Step 17250/44000 | Loss: 3.0173 | LR: 3.41e-04 | 1410.3ms/step | 14.2 samples/s +Step 17260/44000 | Loss: 2.9775 | LR: 3.41e-04 | 1413.2ms/step | 14.2 samples/s +Step 17270/44000 | Loss: 2.9755 | LR: 3.41e-04 | 1408.4ms/step | 14.2 samples/s +Step 17280/44000 | Loss: 3.0070 | LR: 3.40e-04 | 1410.0ms/step | 14.2 samples/s +Step 17290/44000 | Loss: 2.9774 | LR: 3.40e-04 | 1409.8ms/step | 14.2 samples/s +Step 17300/44000 | Loss: 2.9916 | LR: 3.40e-04 | 1406.9ms/step | 14.2 samples/s +Step 17310/44000 | Loss: 3.0065 | LR: 3.40e-04 | 1406.8ms/step | 14.2 samples/s +Step 17320/44000 | Loss: 3.0215 | LR: 3.40e-04 | 1410.0ms/step | 14.2 samples/s +Step 17330/44000 | Loss: 3.0171 | LR: 3.40e-04 | 1409.5ms/step | 14.2 samples/s +Step 17340/44000 | Loss: 3.0105 | LR: 3.39e-04 | 1409.0ms/step | 14.2 samples/s +Step 17350/44000 | Loss: 3.0224 | LR: 3.39e-04 | 1405.4ms/step | 14.2 samples/s +Step 17360/44000 | Loss: 2.9547 | LR: 3.39e-04 | 1399.9ms/step | 14.3 samples/s +Step 17370/44000 | Loss: 3.0315 | LR: 3.39e-04 | 1402.9ms/step | 14.3 samples/s +Step 17380/44000 | Loss: 2.9934 | LR: 3.39e-04 | 1401.7ms/step | 14.3 samples/s +Step 17390/44000 | Loss: 3.0234 | LR: 3.39e-04 | 1402.0ms/step | 14.3 samples/s +Step 17400/44000 | Loss: 3.0135 | LR: 3.38e-04 | 1401.7ms/step | 14.3 samples/s +Step 17410/44000 | Loss: 2.9675 | LR: 3.38e-04 | 1401.7ms/step | 14.3 samples/s +Step 17420/44000 | Loss: 2.9944 | LR: 3.38e-04 | 1402.1ms/step | 14.3 samples/s +Step 17430/44000 | Loss: 2.9855 | LR: 3.38e-04 | 1400.3ms/step | 14.3 samples/s +Step 17440/44000 | Loss: 3.0193 | LR: 3.38e-04 | 1400.6ms/step | 14.3 samples/s +Step 17450/44000 | Loss: 3.0119 | LR: 3.38e-04 | 1401.8ms/step | 14.3 samples/s +Step 17460/44000 | Loss: 2.9935 | LR: 3.37e-04 | 1401.1ms/step | 14.3 samples/s +Step 17470/44000 | Loss: 2.9749 | LR: 3.37e-04 | 1399.9ms/step | 14.3 samples/s +Step 17480/44000 | Loss: 3.0113 | LR: 3.37e-04 | 1400.2ms/step | 14.3 samples/s +Step 17490/44000 | Loss: 2.9957 | LR: 3.37e-04 | 1406.0ms/step | 14.2 samples/s +Step 17500/44000 | Loss: 2.9999 | LR: 3.37e-04 | 1402.3ms/step | 14.3 samples/s +Step 17510/44000 | Loss: 2.9788 | LR: 3.37e-04 | 1401.7ms/step | 14.3 samples/s +Step 17520/44000 | Loss: 2.9929 | LR: 3.36e-04 | 1404.1ms/step | 14.2 samples/s +Step 17530/44000 | Loss: 2.9834 | LR: 3.36e-04 | 1404.5ms/step | 14.2 samples/s +Step 17540/44000 | Loss: 2.9702 | LR: 3.36e-04 | 1402.0ms/step | 14.3 samples/s +Step 17550/44000 | Loss: 2.9899 | LR: 3.36e-04 | 1402.8ms/step | 14.3 samples/s +Step 17560/44000 | Loss: 2.9560 | LR: 3.36e-04 | 1402.6ms/step | 14.3 samples/s +Step 17570/44000 | Loss: 2.9599 | LR: 3.35e-04 | 1404.3ms/step | 14.2 samples/s +Step 17580/44000 | Loss: 2.9956 | LR: 3.35e-04 | 1402.1ms/step | 14.3 samples/s +Step 17590/44000 | Loss: 2.9956 | LR: 3.35e-04 | 1399.8ms/step | 14.3 samples/s +Step 17600/44000 | Loss: 3.0255 | LR: 3.35e-04 | 1402.0ms/step | 14.3 samples/s +Step 17610/44000 | Loss: 2.9929 | LR: 3.35e-04 | 1403.8ms/step | 14.2 samples/s +Step 17620/44000 | Loss: 2.9550 | LR: 3.35e-04 | 1400.6ms/step | 14.3 samples/s +Step 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LR: 3.32e-04 | 1400.1ms/step | 14.3 samples/s +Step 17760/44000 | Loss: 2.9835 | LR: 3.32e-04 | 1399.8ms/step | 14.3 samples/s +Step 17770/44000 | Loss: 2.9829 | LR: 3.32e-04 | 1402.0ms/step | 14.3 samples/s +Step 17780/44000 | Loss: 2.9943 | LR: 3.32e-04 | 1402.2ms/step | 14.3 samples/s +Step 17790/44000 | Loss: 3.0138 | LR: 3.32e-04 | 1400.1ms/step | 14.3 samples/s +Step 17800/44000 | Loss: 2.9886 | LR: 3.32e-04 | 1401.8ms/step | 14.3 samples/s +Step 17810/44000 | Loss: 2.9793 | LR: 3.31e-04 | 1400.0ms/step | 14.3 samples/s +Step 17820/44000 | Loss: 2.9885 | LR: 3.31e-04 | 1402.2ms/step | 14.3 samples/s +Step 17830/44000 | Loss: 2.9953 | LR: 3.31e-04 | 1402.1ms/step | 14.3 samples/s +Step 17840/44000 | Loss: 3.0073 | LR: 3.31e-04 | 1401.9ms/step | 14.3 samples/s +Step 17850/44000 | Loss: 3.0087 | LR: 3.31e-04 | 1402.1ms/step | 14.3 samples/s +Step 17860/44000 | Loss: 3.0400 | LR: 3.31e-04 | 1402.3ms/step | 14.3 samples/s +Step 17870/44000 | Loss: 2.9774 | LR: 3.30e-04 | 1401.5ms/step 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samples/s +Step 18100/44000 | Loss: 2.9676 | LR: 3.26e-04 | 1409.3ms/step | 14.2 samples/s +Step 18110/44000 | Loss: 2.9604 | LR: 3.26e-04 | 1410.5ms/step | 14.2 samples/s +Step 18120/44000 | Loss: 2.9780 | LR: 3.26e-04 | 1410.3ms/step | 14.2 samples/s +Step 18130/44000 | Loss: 2.9988 | LR: 3.26e-04 | 1410.0ms/step | 14.2 samples/s +Step 18140/44000 | Loss: 2.9800 | LR: 3.26e-04 | 1409.8ms/step | 14.2 samples/s +Step 18150/44000 | Loss: 3.0062 | LR: 3.26e-04 | 1411.2ms/step | 14.2 samples/s +Step 18160/44000 | Loss: 2.9385 | LR: 3.25e-04 | 1409.3ms/step | 14.2 samples/s +Step 18170/44000 | Loss: 2.9684 | LR: 3.25e-04 | 1409.8ms/step | 14.2 samples/s +Step 18180/44000 | Loss: 3.0144 | LR: 3.25e-04 | 1411.7ms/step | 14.2 samples/s +Step 18190/44000 | Loss: 2.9787 | LR: 3.25e-04 | 1408.5ms/step | 14.2 samples/s +Step 18200/44000 | Loss: 3.0038 | LR: 3.25e-04 | 1410.3ms/step | 14.2 samples/s +Step 18210/44000 | Loss: 2.9708 | LR: 3.24e-04 | 1409.8ms/step | 14.2 samples/s +Step 18220/44000 | Loss: 2.9810 | LR: 3.24e-04 | 1411.5ms/step | 14.2 samples/s +Step 18230/44000 | Loss: 2.9815 | LR: 3.24e-04 | 1408.3ms/step | 14.2 samples/s +Step 18240/44000 | Loss: 3.0291 | LR: 3.24e-04 | 1409.5ms/step | 14.2 samples/s +Step 18250/44000 | Loss: 2.9642 | LR: 3.24e-04 | 1407.2ms/step | 14.2 samples/s +Step 18260/44000 | Loss: 3.0108 | LR: 3.24e-04 | 1408.9ms/step | 14.2 samples/s +Step 18270/44000 | Loss: 2.9636 | LR: 3.23e-04 | 1410.6ms/step | 14.2 samples/s +Step 18280/44000 | Loss: 2.9813 | LR: 3.23e-04 | 1408.1ms/step | 14.2 samples/s +Step 18290/44000 | Loss: 3.0170 | LR: 3.23e-04 | 1410.9ms/step | 14.2 samples/s +Step 18300/44000 | Loss: 3.0146 | LR: 3.23e-04 | 1410.5ms/step | 14.2 samples/s +Step 18310/44000 | Loss: 2.9883 | LR: 3.23e-04 | 1409.9ms/step | 14.2 samples/s +Step 18320/44000 | Loss: 2.9947 | LR: 3.23e-04 | 1408.7ms/step | 14.2 samples/s +Step 18330/44000 | Loss: 2.9648 | LR: 3.22e-04 | 1411.8ms/step | 14.2 samples/s +Step 18340/44000 | Loss: 3.0022 | LR: 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a/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 +cuda-toolkit==13.0.2 +zstandard==0.25.0 +xxhash==3.7.0 +urllib3==2.6.3 +typing_extensions==4.15.0 +triton==3.6.0 +tqdm==4.67.3 +torchinfo==1.8.0 +sympy==1.14.0 +smmap==5.0.3 +six==1.17.0 +shellingham==1.5.4 +setuptools==81.0.0 +safetensors==0.7.0 +regex==2026.4.4 +PyYAML==6.0.3 +Pygments==2.20.0 +pyarrow==24.0.0 +psutil==7.2.2 +protobuf==7.34.1 +propcache==0.4.1 +platformdirs==4.9.6 +packaging==26.2 +nvidia-nvtx==13.0.85 +nvidia-nvshmem-cu13==3.4.5 +nvidia-nvjitlink==13.0.88 +nvidia-nccl-cu13==2.28.9 +nvidia-curand==10.4.0.35 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+typer==0.25.1 +torch==2.11.0 +huggingface_hub==1.13.0 +tokenizers==0.22.2 +datasets==4.8.5 +accelerate==1.13.0 +transformers==5.7.0 +word2number==1.1 +sqlitedict==2.1.0 +pytz==2026.2 +threadpoolctl==3.6.0 +tcolorpy==0.1.7 +tabulate==0.10.0 +scipy==1.17.1 +portalocker==3.2.0 +pathvalidate==3.3.1 +narwhals==2.22.1 +more-itertools==11.1.0 +lxml==6.1.1 +joblib==1.5.3 +colorama==0.4.6 +chardet==6.0.0.post1 +absl-py==2.4.0 +scikit-learn==1.9.0 +sacrebleu==2.6.0 +nltk==3.9.4 +mbstrdecoder==1.1.5 +typepy==1.3.5 +rouge_score==0.1.2 +DataProperty==1.1.1 +tabledata==1.3.5 +evaluate==0.4.6 +pytablewriter==1.2.1 +lm_eval==0.4.12 +pluggy==1.6.0 +iniconfig==2.3.0 +pytest==9.1.0 +py-spy==0.4.2 +pillow==12.2.0 +tifffile==2026.6.1 +imagecodecs==2026.6.26 +zipp==4.1.0 +importlib_metadata==9.0.0 +derivative==0.6.3 +pysindy==2.1.0 +pyparsing==3.3.2 +kiwisolver==1.5.0 +fonttools==4.63.0 +cycler==0.12.1 +contourpy==1.3.3 +matplotlib==3.11.0 +sortedcontainers==2.4.0 +wcwidth==0.8.2 +sigfig==1.3.19 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request sent","status":"200 OK"} +{"time":"2026-08-20T06:05:45.650792259Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1139,"history_lines":1,"events_offset":874,"events_lines":2,"console_offset":450,"console_lines":1} +{"time":"2026-08-20T06:05:45.915413344Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T06:06:00.651239404Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1140,"history_lines":1,"events_offset":876,"events_lines":2,"console_offset":451,"console_lines":1} +{"time":"2026-08-20T06:06:00.950854581Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T06:06:15.651503506Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1141,"history_lines":1,"events_offset":878,"events_lines":2,"console_offset":452,"console_lines":1} +{"time":"2026-08-20T06:06:16.042806767Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T06:06:30.651185527Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1142,"history_lines":1,"events_offset":880,"events_lines":2,"console_offset":453,"console_lines":1} +{"time":"2026-08-20T06:06:31.004974367Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T06:06:45.651331983Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1143,"history_lines":1,"events_offset":882,"events_lines":2,"console_offset":454,"console_lines":1} +{"time":"2026-08-20T06:06:45.919829475Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} diff --git a/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/run-ysa9iyov.wandb b/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/run-ysa9iyov.wandb new file mode 100644 index 0000000000000000000000000000000000000000..1fc2f9fe8ece879f76071f4568f062ec50d0aa83 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_041559-ysa9iyov/run-ysa9iyov.wandb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ba65f437bbc42fc7a03fadd46502da1762884271e8bd7bc27cb5d774ac16e8c +size 2785280 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..b2b79e2a663946133601d9caa8a027dabd9c047a --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/files/output.log @@ -0,0 +1,655 @@ +Starting training... +Validation at step 17000: Loss = 3.0074, Perplexity = 20.23 +wandb: WARNING Tried to log to step 17000 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Switching attention mode for step 17001: dense (dense step interval) +Step 17010/44000 | Loss: 2.9953 | LR: 3.45e-04 | 42298.8ms/step | 0.5 samples/s +wandb: WARNING Tried to log to step 17010 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17020/44000 | Loss: 3.0000 | LR: 3.45e-04 | 1764.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17020 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17030/44000 | Loss: 2.9989 | LR: 3.45e-04 | 1765.3ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17030 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17040/44000 | Loss: 2.9807 | LR: 3.44e-04 | 1767.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17040 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17050/44000 | Loss: 2.9804 | LR: 3.44e-04 | 1767.1ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17050 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17060/44000 | Loss: 3.0394 | LR: 3.44e-04 | 1766.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17060 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17070/44000 | Loss: 3.0309 | LR: 3.44e-04 | 1768.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17070 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17080/44000 | Loss: 3.0213 | LR: 3.44e-04 | 1768.4ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17080 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17090/44000 | Loss: 3.0357 | LR: 3.44e-04 | 1769.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17090 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17100/44000 | Loss: 2.9922 | LR: 3.43e-04 | 1769.5ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17100 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17110/44000 | Loss: 2.9951 | LR: 3.43e-04 | 1769.3ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17110 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17120/44000 | Loss: 2.9471 | LR: 3.43e-04 | 1768.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17120 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17130/44000 | Loss: 2.9969 | LR: 3.43e-04 | 1767.5ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17130 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17140/44000 | Loss: 2.9777 | LR: 3.43e-04 | 1767.6ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17140 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17150/44000 | Loss: 2.9867 | LR: 3.43e-04 | 1768.0ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17150 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17160/44000 | Loss: 2.9971 | LR: 3.42e-04 | 1768.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17160 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17170/44000 | Loss: 2.9694 | LR: 3.42e-04 | 1768.6ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17170 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17180/44000 | Loss: 2.9811 | LR: 3.42e-04 | 1768.6ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17180 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17190/44000 | Loss: 3.0168 | LR: 3.42e-04 | 1768.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17190 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17200/44000 | Loss: 2.9846 | LR: 3.42e-04 | 1769.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17200 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17210/44000 | Loss: 2.9550 | LR: 3.42e-04 | 1768.8ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17210 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17220/44000 | Loss: 2.9769 | LR: 3.41e-04 | 1769.4ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17220 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17230/44000 | Loss: 3.0017 | LR: 3.41e-04 | 1769.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17230 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17240/44000 | Loss: 2.9902 | LR: 3.41e-04 | 1769.0ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17240 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17250/44000 | Loss: 3.0014 | LR: 3.41e-04 | 1768.4ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17250 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17260/44000 | Loss: 3.0338 | LR: 3.41e-04 | 1769.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17260 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17270/44000 | Loss: 3.0320 | LR: 3.41e-04 | 1769.6ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17270 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17280/44000 | Loss: 2.9712 | LR: 3.40e-04 | 1769.3ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17280 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17290/44000 | Loss: 3.0376 | LR: 3.40e-04 | 1770.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17290 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17300/44000 | Loss: 3.0024 | LR: 3.40e-04 | 1770.3ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17300 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17310/44000 | Loss: 2.9896 | LR: 3.40e-04 | 1770.0ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17310 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17320/44000 | Loss: 3.0202 | LR: 3.40e-04 | 1772.8ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17320 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17330/44000 | Loss: 2.9877 | LR: 3.40e-04 | 1769.8ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17330 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17340/44000 | Loss: 3.0100 | LR: 3.39e-04 | 1768.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17340 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17350/44000 | Loss: 2.9876 | LR: 3.39e-04 | 1768.4ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17350 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17360/44000 | Loss: 2.9364 | LR: 3.39e-04 | 1768.5ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17360 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17370/44000 | Loss: 3.0425 | LR: 3.39e-04 | 1767.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17370 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17380/44000 | Loss: 2.9622 | LR: 3.39e-04 | 1768.4ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17380 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17390/44000 | Loss: 3.0031 | LR: 3.39e-04 | 1767.7ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17390 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17400/44000 | Loss: 2.9896 | LR: 3.38e-04 | 1768.1ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17400 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17410/44000 | Loss: 2.9699 | LR: 3.38e-04 | 1769.6ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17410 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17420/44000 | Loss: 2.9919 | LR: 3.38e-04 | 1769.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17420 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17430/44000 | Loss: 2.9849 | LR: 3.38e-04 | 1767.6ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17430 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17440/44000 | Loss: 2.9565 | LR: 3.38e-04 | 1767.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17440 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17450/44000 | Loss: 3.0010 | LR: 3.38e-04 | 1767.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17450 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17460/44000 | Loss: 2.9859 | LR: 3.37e-04 | 1768.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17460 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17470/44000 | Loss: 2.9710 | LR: 3.37e-04 | 1769.0ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 17470 that is less than the current step 17471. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17480/44000 | Loss: 2.9962 | LR: 3.37e-04 | 1769.1ms/step | 11.3 samples/s +Step 17490/44000 | Loss: 3.0029 | LR: 3.37e-04 | 1770.1ms/step | 11.3 samples/s +Step 17500/44000 | Loss: 2.9515 | LR: 3.37e-04 | 1769.6ms/step | 11.3 samples/s +Step 17510/44000 | Loss: 2.9864 | LR: 3.37e-04 | 1769.0ms/step | 11.3 samples/s +Step 17520/44000 | Loss: 3.0140 | LR: 3.36e-04 | 1769.8ms/step | 11.3 samples/s +Step 17530/44000 | Loss: 2.9341 | LR: 3.36e-04 | 1769.9ms/step | 11.3 samples/s +Step 17540/44000 | Loss: 2.9562 | LR: 3.36e-04 | 1768.0ms/step | 11.3 samples/s +Step 17550/44000 | Loss: 2.9230 | LR: 3.36e-04 | 1768.3ms/step | 11.3 samples/s +Step 17560/44000 | Loss: 2.9470 | LR: 3.36e-04 | 1768.6ms/step | 11.3 samples/s +Step 17570/44000 | Loss: 2.9793 | LR: 3.35e-04 | 1768.6ms/step | 11.3 samples/s +Step 17580/44000 | Loss: 2.9684 | LR: 3.35e-04 | 1769.8ms/step | 11.3 samples/s +Step 17590/44000 | Loss: 3.0173 | LR: 3.35e-04 | 1771.3ms/step | 11.3 samples/s +Step 17600/44000 | Loss: 3.0286 | LR: 3.35e-04 | 1770.7ms/step | 11.3 samples/s +Step 17610/44000 | Loss: 3.0003 | LR: 3.35e-04 | 1769.6ms/step | 11.3 samples/s +Step 17620/44000 | Loss: 2.9908 | LR: 3.35e-04 | 1768.5ms/step | 11.3 samples/s +Step 17630/44000 | Loss: 3.0167 | LR: 3.34e-04 | 1770.4ms/step | 11.3 samples/s +Step 17640/44000 | Loss: 3.0106 | LR: 3.34e-04 | 1769.1ms/step | 11.3 samples/s +Step 17650/44000 | Loss: 2.9579 | LR: 3.34e-04 | 1768.7ms/step | 11.3 samples/s +Step 17660/44000 | Loss: 2.9935 | LR: 3.34e-04 | 1769.7ms/step | 11.3 samples/s +Step 17670/44000 | Loss: 3.0074 | LR: 3.34e-04 | 1770.4ms/step | 11.3 samples/s +Step 17680/44000 | Loss: 2.9855 | LR: 3.34e-04 | 1769.7ms/step | 11.3 samples/s +Step 17690/44000 | Loss: 2.9490 | LR: 3.33e-04 | 1769.4ms/step | 11.3 samples/s +Step 17700/44000 | Loss: 3.0226 | LR: 3.33e-04 | 1769.8ms/step | 11.3 samples/s +Step 17710/44000 | Loss: 3.0278 | LR: 3.33e-04 | 1772.0ms/step | 11.3 samples/s +Step 17720/44000 | Loss: 2.9615 | LR: 3.33e-04 | 1770.4ms/step | 11.3 samples/s +Step 17730/44000 | Loss: 3.0084 | LR: 3.33e-04 | 1771.7ms/step | 11.3 samples/s +Step 17740/44000 | Loss: 2.9796 | LR: 3.33e-04 | 1769.3ms/step | 11.3 samples/s +Step 17750/44000 | Loss: 2.9873 | LR: 3.32e-04 | 1770.7ms/step | 11.3 samples/s +Step 17760/44000 | Loss: 2.9708 | LR: 3.32e-04 | 1773.3ms/step | 11.3 samples/s +Step 17770/44000 | Loss: 2.9688 | LR: 3.32e-04 | 1772.8ms/step | 11.3 samples/s +Step 17780/44000 | Loss: 2.9390 | LR: 3.32e-04 | 1774.8ms/step | 11.3 samples/s +Step 17790/44000 | Loss: 2.9552 | LR: 3.32e-04 | 1770.7ms/step | 11.3 samples/s +Step 17800/44000 | Loss: 3.0171 | LR: 3.32e-04 | 1769.5ms/step | 11.3 samples/s +Step 17810/44000 | Loss: 3.0365 | LR: 3.31e-04 | 1771.1ms/step | 11.3 samples/s +Step 17820/44000 | Loss: 3.0011 | LR: 3.31e-04 | 1770.9ms/step | 11.3 samples/s +Step 17830/44000 | Loss: 3.0162 | LR: 3.31e-04 | 1768.5ms/step | 11.3 samples/s +Step 17840/44000 | Loss: 2.9913 | LR: 3.31e-04 | 1772.6ms/step | 11.3 samples/s +Step 17850/44000 | Loss: 2.9622 | LR: 3.31e-04 | 1772.4ms/step | 11.3 samples/s +Step 17860/44000 | Loss: 3.0152 | LR: 3.31e-04 | 1770.3ms/step | 11.3 samples/s +Step 17870/44000 | Loss: 2.9732 | LR: 3.30e-04 | 1769.4ms/step | 11.3 samples/s +Step 17880/44000 | Loss: 2.9904 | LR: 3.30e-04 | 1768.9ms/step | 11.3 samples/s +Step 17890/44000 | Loss: 2.9925 | LR: 3.30e-04 | 1770.4ms/step | 11.3 samples/s +Step 17900/44000 | Loss: 2.9819 | LR: 3.30e-04 | 1769.9ms/step | 11.3 samples/s +Step 17910/44000 | Loss: 2.9529 | LR: 3.30e-04 | 1770.6ms/step | 11.3 samples/s +Step 17920/44000 | Loss: 3.0158 | LR: 3.29e-04 | 1769.9ms/step | 11.3 samples/s +Step 17930/44000 | Loss: 2.9927 | LR: 3.29e-04 | 1770.5ms/step | 11.3 samples/s +Step 17940/44000 | Loss: 2.9965 | LR: 3.29e-04 | 1769.9ms/step | 11.3 samples/s +Step 17950/44000 | Loss: 2.9844 | LR: 3.29e-04 | 1767.6ms/step | 11.3 samples/s +Step 17960/44000 | Loss: 2.9831 | LR: 3.29e-04 | 1769.0ms/step | 11.3 samples/s +Step 17970/44000 | Loss: 2.9568 | LR: 3.29e-04 | 1770.8ms/step | 11.3 samples/s +Step 17980/44000 | Loss: 2.9801 | LR: 3.28e-04 | 1771.5ms/step | 11.3 samples/s +Step 17990/44000 | Loss: 2.9367 | LR: 3.28e-04 | 1771.4ms/step | 11.3 samples/s +Step 18000/44000 | Loss: 3.0193 | LR: 3.28e-04 | 1769.5ms/step | 11.3 samples/s +Validation at step 18000: Loss = 2.9956, Perplexity = 20.00 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-18000 +Step 18010/44000 | Loss: 2.9897 | LR: 3.28e-04 | 3629.0ms/step | 5.5 samples/s +Step 18020/44000 | Loss: 2.9957 | LR: 3.28e-04 | 1768.1ms/step | 11.3 samples/s +Step 18030/44000 | Loss: 2.9941 | LR: 3.28e-04 | 1769.8ms/step | 11.3 samples/s +Step 18040/44000 | Loss: 2.9955 | LR: 3.27e-04 | 1772.3ms/step | 11.3 samples/s +Step 18050/44000 | Loss: 3.0196 | LR: 3.27e-04 | 1769.6ms/step | 11.3 samples/s +Step 18060/44000 | Loss: 2.9550 | LR: 3.27e-04 | 1768.9ms/step | 11.3 samples/s +Step 18070/44000 | Loss: 2.9920 | LR: 3.27e-04 | 1770.0ms/step | 11.3 samples/s +Step 18080/44000 | Loss: 2.9590 | LR: 3.27e-04 | 1771.4ms/step | 11.3 samples/s +Step 18090/44000 | Loss: 2.9606 | LR: 3.27e-04 | 1770.9ms/step | 11.3 samples/s +Step 18100/44000 | Loss: 2.9588 | LR: 3.26e-04 | 1771.8ms/step | 11.3 samples/s +Step 18110/44000 | Loss: 2.9402 | LR: 3.26e-04 | 1772.2ms/step | 11.3 samples/s +Step 18120/44000 | Loss: 3.0048 | LR: 3.26e-04 | 1772.8ms/step | 11.3 samples/s +Step 18130/44000 | Loss: 2.9780 | LR: 3.26e-04 | 1773.0ms/step | 11.3 samples/s +Step 18140/44000 | Loss: 2.9664 | LR: 3.26e-04 | 1769.4ms/step | 11.3 samples/s +Step 18150/44000 | Loss: 2.9470 | LR: 3.26e-04 | 1769.9ms/step | 11.3 samples/s +Step 18160/44000 | Loss: 2.9995 | LR: 3.25e-04 | 1770.8ms/step | 11.3 samples/s +Step 18170/44000 | Loss: 2.9699 | LR: 3.25e-04 | 1769.8ms/step | 11.3 samples/s +Step 18180/44000 | Loss: 2.9892 | LR: 3.25e-04 | 1769.9ms/step | 11.3 samples/s +Step 18190/44000 | Loss: 2.9809 | LR: 3.25e-04 | 1772.5ms/step | 11.3 samples/s +Step 18200/44000 | Loss: 2.9980 | LR: 3.25e-04 | 1771.5ms/step | 11.3 samples/s +Step 18210/44000 | Loss: 2.9697 | LR: 3.24e-04 | 1771.8ms/step | 11.3 samples/s +Step 18220/44000 | Loss: 2.9545 | LR: 3.24e-04 | 1770.8ms/step | 11.3 samples/s +Step 18230/44000 | Loss: 2.9375 | LR: 3.24e-04 | 1770.8ms/step | 11.3 samples/s +Step 18240/44000 | Loss: 2.9661 | LR: 3.24e-04 | 1772.6ms/step | 11.3 samples/s +Step 18250/44000 | Loss: 2.9907 | LR: 3.24e-04 | 1771.9ms/step | 11.3 samples/s +Step 18260/44000 | Loss: 2.9708 | LR: 3.24e-04 | 1772.0ms/step | 11.3 samples/s +Step 18270/44000 | Loss: 2.9797 | LR: 3.23e-04 | 1771.2ms/step | 11.3 samples/s +Step 18280/44000 | Loss: 2.9829 | LR: 3.23e-04 | 1771.5ms/step | 11.3 samples/s +Step 18290/44000 | Loss: 2.9986 | LR: 3.23e-04 | 1770.7ms/step | 11.3 samples/s +Step 18300/44000 | Loss: 2.9809 | LR: 3.23e-04 | 1771.9ms/step | 11.3 samples/s +Step 18310/44000 | Loss: 2.9801 | LR: 3.23e-04 | 1772.4ms/step | 11.3 samples/s +Step 18320/44000 | Loss: 2.9896 | LR: 3.23e-04 | 1772.6ms/step | 11.3 samples/s +Step 18330/44000 | Loss: 2.9907 | LR: 3.22e-04 | 1772.7ms/step | 11.3 samples/s +Step 18340/44000 | Loss: 3.0383 | LR: 3.22e-04 | 1770.9ms/step | 11.3 samples/s +Step 18350/44000 | Loss: 2.9696 | LR: 3.22e-04 | 1769.9ms/step | 11.3 samples/s +Step 18360/44000 | Loss: 2.9360 | LR: 3.22e-04 | 1770.6ms/step | 11.3 samples/s +Step 18370/44000 | Loss: 2.9669 | LR: 3.22e-04 | 1768.4ms/step | 11.3 samples/s +Step 18380/44000 | Loss: 2.9547 | LR: 3.22e-04 | 1769.3ms/step | 11.3 samples/s +Step 18390/44000 | Loss: 2.9836 | LR: 3.21e-04 | 1769.7ms/step | 11.3 samples/s +Step 18400/44000 | Loss: 2.9594 | LR: 3.21e-04 | 1770.6ms/step | 11.3 samples/s +Step 18410/44000 | Loss: 2.9419 | LR: 3.21e-04 | 1771.6ms/step | 11.3 samples/s +Step 18420/44000 | Loss: 3.0278 | LR: 3.21e-04 | 1769.8ms/step | 11.3 samples/s +Step 18430/44000 | Loss: 3.0356 | LR: 3.21e-04 | 1770.7ms/step | 11.3 samples/s +Step 18440/44000 | Loss: 2.9890 | LR: 3.20e-04 | 1770.9ms/step | 11.3 samples/s +Step 18450/44000 | Loss: 2.9739 | LR: 3.20e-04 | 1770.5ms/step | 11.3 samples/s +Step 18460/44000 | Loss: 2.9957 | LR: 3.20e-04 | 1772.4ms/step | 11.3 samples/s +Step 18470/44000 | Loss: 2.9845 | LR: 3.20e-04 | 1770.9ms/step | 11.3 samples/s +Step 18480/44000 | Loss: 2.9698 | LR: 3.20e-04 | 1771.4ms/step | 11.3 samples/s +Step 18490/44000 | Loss: 2.9566 | LR: 3.20e-04 | 1770.4ms/step | 11.3 samples/s +Step 18500/44000 | Loss: 2.9605 | LR: 3.19e-04 | 1771.3ms/step | 11.3 samples/s +Step 18510/44000 | Loss: 2.9494 | LR: 3.19e-04 | 1771.1ms/step | 11.3 samples/s +Step 18520/44000 | Loss: 2.9192 | LR: 3.19e-04 | 1770.7ms/step | 11.3 samples/s +Step 18530/44000 | Loss: 2.9784 | LR: 3.19e-04 | 1770.9ms/step | 11.3 samples/s +Step 18540/44000 | Loss: 2.9874 | LR: 3.19e-04 | 1771.8ms/step | 11.3 samples/s +Step 18550/44000 | Loss: 2.9844 | LR: 3.19e-04 | 1769.3ms/step | 11.3 samples/s +Step 18560/44000 | Loss: 2.9353 | LR: 3.18e-04 | 1769.7ms/step | 11.3 samples/s +Step 18570/44000 | Loss: 2.9711 | LR: 3.18e-04 | 1770.9ms/step | 11.3 samples/s +Step 18580/44000 | Loss: 3.0260 | LR: 3.18e-04 | 1770.8ms/step | 11.3 samples/s +Step 18590/44000 | Loss: 2.9768 | LR: 3.18e-04 | 1772.7ms/step | 11.3 samples/s +Step 18600/44000 | Loss: 2.9523 | LR: 3.18e-04 | 1770.3ms/step | 11.3 samples/s +Step 18610/44000 | Loss: 3.0193 | LR: 3.18e-04 | 1771.4ms/step | 11.3 samples/s +Step 18620/44000 | Loss: 2.9781 | LR: 3.17e-04 | 1769.3ms/step | 11.3 samples/s +Step 18630/44000 | Loss: 2.9890 | LR: 3.17e-04 | 1770.0ms/step | 11.3 samples/s +Step 18640/44000 | Loss: 2.9644 | LR: 3.17e-04 | 1770.3ms/step | 11.3 samples/s +Step 18650/44000 | Loss: 3.0036 | LR: 3.17e-04 | 1771.1ms/step | 11.3 samples/s +Step 18660/44000 | Loss: 2.9546 | LR: 3.17e-04 | 1769.6ms/step | 11.3 samples/s +Step 18670/44000 | Loss: 2.9598 | LR: 3.16e-04 | 1771.4ms/step | 11.3 samples/s +Step 18680/44000 | Loss: 3.0120 | LR: 3.16e-04 | 1770.7ms/step | 11.3 samples/s +Step 18690/44000 | Loss: 2.9864 | LR: 3.16e-04 | 1769.8ms/step | 11.3 samples/s +Step 18700/44000 | Loss: 2.9835 | LR: 3.16e-04 | 1770.4ms/step | 11.3 samples/s +Step 18710/44000 | Loss: 2.9747 | LR: 3.16e-04 | 1770.7ms/step | 11.3 samples/s +Step 18720/44000 | Loss: 2.9969 | LR: 3.16e-04 | 1771.5ms/step | 11.3 samples/s +Step 18730/44000 | Loss: 2.9643 | LR: 3.15e-04 | 1771.6ms/step | 11.3 samples/s +Step 18740/44000 | Loss: 2.9840 | LR: 3.15e-04 | 1771.7ms/step | 11.3 samples/s +Step 18750/44000 | Loss: 2.9541 | LR: 3.15e-04 | 1771.9ms/step | 11.3 samples/s +Step 18760/44000 | Loss: 2.9484 | LR: 3.15e-04 | 1768.8ms/step | 11.3 samples/s +Step 18770/44000 | Loss: 2.9171 | LR: 3.15e-04 | 1770.0ms/step | 11.3 samples/s +Step 18780/44000 | Loss: 2.9861 | LR: 3.15e-04 | 1769.6ms/step | 11.3 samples/s +Step 18790/44000 | Loss: 2.9754 | LR: 3.14e-04 | 1769.6ms/step | 11.3 samples/s +Step 18800/44000 | Loss: 2.9667 | LR: 3.14e-04 | 1770.9ms/step | 11.3 samples/s +Step 18810/44000 | Loss: 2.9540 | LR: 3.14e-04 | 1770.4ms/step | 11.3 samples/s +Step 18820/44000 | Loss: 2.9444 | LR: 3.14e-04 | 1771.2ms/step | 11.3 samples/s +Step 18830/44000 | Loss: 2.9815 | LR: 3.14e-04 | 1770.9ms/step | 11.3 samples/s +Step 18840/44000 | Loss: 2.9418 | LR: 3.13e-04 | 1770.7ms/step | 11.3 samples/s +Step 18850/44000 | Loss: 2.9511 | LR: 3.13e-04 | 1770.5ms/step | 11.3 samples/s +Step 18860/44000 | Loss: 2.9654 | LR: 3.13e-04 | 1770.4ms/step | 11.3 samples/s +Step 18870/44000 | Loss: 2.9814 | LR: 3.13e-04 | 1770.9ms/step | 11.3 samples/s +Step 18880/44000 | Loss: 2.9764 | LR: 3.13e-04 | 1769.8ms/step | 11.3 samples/s +Step 18890/44000 | Loss: 2.9910 | LR: 3.13e-04 | 1769.6ms/step | 11.3 samples/s +Step 18900/44000 | Loss: 3.0031 | LR: 3.12e-04 | 1770.1ms/step | 11.3 samples/s +Step 18910/44000 | Loss: 2.9752 | LR: 3.12e-04 | 1771.0ms/step | 11.3 samples/s +Step 18920/44000 | Loss: 3.0025 | LR: 3.12e-04 | 1770.4ms/step | 11.3 samples/s +Step 18930/44000 | Loss: 3.0012 | LR: 3.12e-04 | 1771.5ms/step | 11.3 samples/s +Step 18940/44000 | Loss: 2.9471 | LR: 3.12e-04 | 1771.2ms/step | 11.3 samples/s +Step 18950/44000 | Loss: 2.9523 | LR: 3.12e-04 | 1772.1ms/step | 11.3 samples/s +Step 18960/44000 | Loss: 2.9595 | LR: 3.11e-04 | 1769.2ms/step | 11.3 samples/s +Step 18970/44000 | Loss: 2.9815 | LR: 3.11e-04 | 1770.6ms/step | 11.3 samples/s +Step 18980/44000 | Loss: 2.9753 | LR: 3.11e-04 | 1769.9ms/step | 11.3 samples/s +Step 18990/44000 | Loss: 3.0137 | LR: 3.11e-04 | 1769.1ms/step | 11.3 samples/s +Step 19000/44000 | Loss: 3.0280 | LR: 3.11e-04 | 1769.0ms/step | 11.3 samples/s +Validation at step 19000: Loss = 2.9844, Perplexity = 19.77 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-19000 +Step 19010/44000 | Loss: 2.9494 | LR: 3.11e-04 | 3549.4ms/step | 5.6 samples/s +Step 19020/44000 | Loss: 2.9590 | LR: 3.10e-04 | 1768.8ms/step | 11.3 samples/s +Step 19030/44000 | Loss: 2.9950 | LR: 3.10e-04 | 1771.1ms/step | 11.3 samples/s +Step 19040/44000 | Loss: 2.9828 | LR: 3.10e-04 | 1770.4ms/step | 11.3 samples/s +Step 19050/44000 | Loss: 2.9433 | LR: 3.10e-04 | 1771.6ms/step | 11.3 samples/s +Step 19060/44000 | Loss: 3.0023 | LR: 3.10e-04 | 1771.6ms/step | 11.3 samples/s +Step 19070/44000 | Loss: 2.9470 | LR: 3.09e-04 | 1771.7ms/step | 11.3 samples/s +Step 19080/44000 | Loss: 2.9568 | LR: 3.09e-04 | 1771.3ms/step | 11.3 samples/s +Step 19090/44000 | Loss: 2.9839 | LR: 3.09e-04 | 1773.3ms/step | 11.3 samples/s +Step 19100/44000 | Loss: 2.9568 | LR: 3.09e-04 | 1772.0ms/step | 11.3 samples/s +Step 19110/44000 | Loss: 2.9778 | LR: 3.09e-04 | 1771.4ms/step | 11.3 samples/s +Step 19120/44000 | Loss: 2.9881 | LR: 3.09e-04 | 1771.3ms/step | 11.3 samples/s +Step 19130/44000 | Loss: 2.9526 | LR: 3.08e-04 | 1772.5ms/step | 11.3 samples/s +Step 19140/44000 | Loss: 2.9738 | LR: 3.08e-04 | 1771.2ms/step | 11.3 samples/s +Step 19150/44000 | Loss: 2.9667 | LR: 3.08e-04 | 1772.0ms/step | 11.3 samples/s +Step 19160/44000 | Loss: 2.9943 | LR: 3.08e-04 | 1769.6ms/step | 11.3 samples/s +Step 19170/44000 | Loss: 2.9402 | LR: 3.08e-04 | 1770.2ms/step | 11.3 samples/s +Step 19180/44000 | Loss: 2.9953 | LR: 3.08e-04 | 1771.5ms/step | 11.3 samples/s +Step 19190/44000 | Loss: 3.0067 | LR: 3.07e-04 | 1771.0ms/step | 11.3 samples/s +Step 19200/44000 | Loss: 2.9986 | LR: 3.07e-04 | 1770.2ms/step | 11.3 samples/s +Step 19210/44000 | Loss: 2.9489 | LR: 3.07e-04 | 1770.3ms/step | 11.3 samples/s +Step 19220/44000 | Loss: 2.9948 | LR: 3.07e-04 | 1770.9ms/step | 11.3 samples/s +Step 19230/44000 | Loss: 3.0039 | LR: 3.07e-04 | 1768.9ms/step | 11.3 samples/s +Step 19240/44000 | Loss: 2.9916 | LR: 3.06e-04 | 1770.4ms/step | 11.3 samples/s +Step 19250/44000 | Loss: 2.9411 | LR: 3.06e-04 | 1770.0ms/step | 11.3 samples/s +Step 19260/44000 | Loss: 2.9537 | LR: 3.06e-04 | 1770.7ms/step | 11.3 samples/s +Step 19270/44000 | Loss: 2.9491 | LR: 3.06e-04 | 1770.5ms/step | 11.3 samples/s +Step 19280/44000 | Loss: 2.9620 | LR: 3.06e-04 | 1771.3ms/step | 11.3 samples/s +Step 19290/44000 | Loss: 2.9807 | LR: 3.06e-04 | 1770.6ms/step | 11.3 samples/s +Step 19300/44000 | Loss: 2.9847 | LR: 3.05e-04 | 1770.7ms/step | 11.3 samples/s +Step 19310/44000 | Loss: 2.9413 | LR: 3.05e-04 | 1772.0ms/step | 11.3 samples/s +Step 19320/44000 | Loss: 3.0060 | LR: 3.05e-04 | 1772.5ms/step | 11.3 samples/s +Step 19330/44000 | Loss: 2.9936 | LR: 3.05e-04 | 1772.4ms/step | 11.3 samples/s +Step 19340/44000 | Loss: 2.9193 | LR: 3.05e-04 | 1771.9ms/step | 11.3 samples/s +Step 19350/44000 | Loss: 3.0031 | LR: 3.04e-04 | 1771.0ms/step | 11.3 samples/s +Step 19360/44000 | Loss: 2.9996 | LR: 3.04e-04 | 1770.7ms/step | 11.3 samples/s +Step 19370/44000 | Loss: 2.9783 | LR: 3.04e-04 | 1769.4ms/step | 11.3 samples/s +Step 19380/44000 | Loss: 2.9958 | LR: 3.04e-04 | 1769.1ms/step | 11.3 samples/s +Step 19390/44000 | Loss: 2.9684 | LR: 3.04e-04 | 1770.7ms/step | 11.3 samples/s +Step 19400/44000 | Loss: 2.9573 | LR: 3.04e-04 | 1771.1ms/step | 11.3 samples/s +Step 19410/44000 | Loss: 2.9659 | LR: 3.03e-04 | 1771.0ms/step | 11.3 samples/s +Step 19420/44000 | Loss: 2.9652 | LR: 3.03e-04 | 1771.9ms/step | 11.3 samples/s +Step 19430/44000 | Loss: 2.9947 | LR: 3.03e-04 | 1771.3ms/step | 11.3 samples/s +Step 19440/44000 | Loss: 2.9503 | LR: 3.03e-04 | 1772.2ms/step | 11.3 samples/s +Step 19450/44000 | Loss: 2.9506 | LR: 3.03e-04 | 1770.6ms/step | 11.3 samples/s +Step 19460/44000 | Loss: 2.9538 | LR: 3.03e-04 | 1770.8ms/step | 11.3 samples/s +Step 19470/44000 | Loss: 2.9783 | LR: 3.02e-04 | 1770.5ms/step | 11.3 samples/s +Step 19480/44000 | Loss: 3.0068 | LR: 3.02e-04 | 1770.4ms/step | 11.3 samples/s +Step 19490/44000 | Loss: 2.9531 | LR: 3.02e-04 | 1769.5ms/step | 11.3 samples/s +Step 19500/44000 | Loss: 2.9721 | LR: 3.02e-04 | 1770.5ms/step | 11.3 samples/s +Step 19510/44000 | Loss: 2.9562 | LR: 3.02e-04 | 1773.0ms/step | 11.3 samples/s +Step 19520/44000 | Loss: 2.9827 | LR: 3.01e-04 | 1771.8ms/step | 11.3 samples/s +Step 19530/44000 | Loss: 2.9471 | LR: 3.01e-04 | 1772.0ms/step | 11.3 samples/s +Step 19540/44000 | Loss: 2.9769 | LR: 3.01e-04 | 1770.6ms/step | 11.3 samples/s +Step 19550/44000 | Loss: 2.9495 | LR: 3.01e-04 | 1771.2ms/step | 11.3 samples/s +Step 19560/44000 | Loss: 2.9559 | LR: 3.01e-04 | 1772.4ms/step | 11.3 samples/s +Step 19570/44000 | Loss: 2.9899 | LR: 3.01e-04 | 1771.6ms/step | 11.3 samples/s +Step 19580/44000 | Loss: 2.9869 | LR: 3.00e-04 | 1771.4ms/step | 11.3 samples/s +Step 19590/44000 | Loss: 2.9162 | LR: 3.00e-04 | 1771.4ms/step | 11.3 samples/s +Step 19600/44000 | Loss: 2.9708 | LR: 3.00e-04 | 1772.5ms/step | 11.3 samples/s +Step 19610/44000 | Loss: 2.9644 | LR: 3.00e-04 | 1771.6ms/step | 11.3 samples/s +Step 19620/44000 | Loss: 2.9560 | LR: 3.00e-04 | 1771.7ms/step | 11.3 samples/s +Step 19630/44000 | Loss: 2.9680 | LR: 3.00e-04 | 1770.0ms/step | 11.3 samples/s +Step 19640/44000 | Loss: 2.9741 | LR: 2.99e-04 | 1770.5ms/step | 11.3 samples/s +Step 19650/44000 | Loss: 2.9759 | LR: 2.99e-04 | 1769.5ms/step | 11.3 samples/s +Step 19660/44000 | Loss: 2.9623 | LR: 2.99e-04 | 1770.7ms/step | 11.3 samples/s +Step 19670/44000 | Loss: 2.9420 | LR: 2.99e-04 | 1770.9ms/step | 11.3 samples/s +Step 19680/44000 | Loss: 2.9692 | LR: 2.99e-04 | 1770.8ms/step | 11.3 samples/s +Step 19690/44000 | Loss: 2.9437 | LR: 2.98e-04 | 1769.9ms/step | 11.3 samples/s +Step 19700/44000 | Loss: 2.9444 | LR: 2.98e-04 | 1770.1ms/step | 11.3 samples/s +Step 19710/44000 | Loss: 2.9681 | LR: 2.98e-04 | 1771.0ms/step | 11.3 samples/s +Step 19720/44000 | Loss: 2.9803 | LR: 2.98e-04 | 1771.2ms/step | 11.3 samples/s +Step 19730/44000 | Loss: 2.9701 | LR: 2.98e-04 | 1770.4ms/step | 11.3 samples/s +Step 19740/44000 | Loss: 2.9696 | LR: 2.98e-04 | 1770.8ms/step | 11.3 samples/s +Step 19750/44000 | Loss: 2.9536 | LR: 2.97e-04 | 1771.4ms/step | 11.3 samples/s +Step 19760/44000 | Loss: 2.9481 | LR: 2.97e-04 | 1771.4ms/step | 11.3 samples/s +Step 19770/44000 | Loss: 2.9471 | LR: 2.97e-04 | 1770.4ms/step | 11.3 samples/s +Step 19780/44000 | Loss: 2.9547 | LR: 2.97e-04 | 1769.1ms/step | 11.3 samples/s +Step 19790/44000 | Loss: 2.9828 | LR: 2.97e-04 | 1769.1ms/step | 11.3 samples/s +Step 19800/44000 | Loss: 2.9386 | LR: 2.96e-04 | 1769.8ms/step | 11.3 samples/s +Step 19810/44000 | Loss: 2.9634 | LR: 2.96e-04 | 1771.0ms/step | 11.3 samples/s +Step 19820/44000 | Loss: 2.9613 | LR: 2.96e-04 | 1769.8ms/step | 11.3 samples/s +Step 19830/44000 | Loss: 3.0163 | LR: 2.96e-04 | 1770.3ms/step | 11.3 samples/s +Step 19840/44000 | Loss: 2.9451 | LR: 2.96e-04 | 1770.3ms/step | 11.3 samples/s +Step 19850/44000 | Loss: 2.9251 | LR: 2.96e-04 | 1772.6ms/step | 11.3 samples/s +Step 19860/44000 | Loss: 2.9628 | LR: 2.95e-04 | 1771.3ms/step | 11.3 samples/s +Step 19870/44000 | Loss: 2.9556 | LR: 2.95e-04 | 1771.5ms/step | 11.3 samples/s +Step 19880/44000 | Loss: 3.0099 | LR: 2.95e-04 | 1770.1ms/step | 11.3 samples/s +Step 19890/44000 | Loss: 2.9379 | LR: 2.95e-04 | 1776.5ms/step | 11.3 samples/s +Step 19900/44000 | Loss: 3.0089 | LR: 2.95e-04 | 1773.8ms/step | 11.3 samples/s +Step 19910/44000 | Loss: 2.9912 | LR: 2.95e-04 | 1770.9ms/step | 11.3 samples/s +Step 19920/44000 | Loss: 2.9984 | LR: 2.94e-04 | 1772.6ms/step | 11.3 samples/s +Step 19930/44000 | Loss: 2.9582 | LR: 2.94e-04 | 1771.5ms/step | 11.3 samples/s +Step 19940/44000 | Loss: 2.9479 | LR: 2.94e-04 | 1772.7ms/step | 11.3 samples/s +Step 19950/44000 | Loss: 2.9565 | LR: 2.94e-04 | 1772.1ms/step | 11.3 samples/s +Step 19960/44000 | Loss: 2.9890 | LR: 2.94e-04 | 1773.3ms/step | 11.3 samples/s +Step 19970/44000 | Loss: 2.9651 | LR: 2.93e-04 | 1772.6ms/step | 11.3 samples/s +Step 19980/44000 | Loss: 2.9537 | LR: 2.93e-04 | 1770.7ms/step | 11.3 samples/s +Step 19990/44000 | Loss: 2.9003 | LR: 2.93e-04 | 1770.5ms/step | 11.3 samples/s +Step 20000/44000 | Loss: 2.9248 | LR: 2.93e-04 | 1772.2ms/step | 11.3 samples/s +Validation at step 20000: Loss = 2.9722, Perplexity = 19.53 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-20000 +Step 20010/44000 | Loss: 2.9816 | LR: 2.93e-04 | 3625.9ms/step | 5.5 samples/s +Step 20020/44000 | Loss: 2.9778 | LR: 2.93e-04 | 1770.1ms/step | 11.3 samples/s +Step 20030/44000 | Loss: 2.9212 | LR: 2.92e-04 | 1770.6ms/step | 11.3 samples/s +Step 20040/44000 | Loss: 2.9739 | LR: 2.92e-04 | 1770.1ms/step | 11.3 samples/s +Step 20050/44000 | Loss: 2.9567 | LR: 2.92e-04 | 1770.6ms/step | 11.3 samples/s +Step 20060/44000 | Loss: 2.9815 | LR: 2.92e-04 | 1769.9ms/step | 11.3 samples/s +Step 20070/44000 | Loss: 2.9755 | LR: 2.92e-04 | 1769.5ms/step | 11.3 samples/s +Step 20080/44000 | Loss: 2.9633 | LR: 2.91e-04 | 1770.1ms/step | 11.3 samples/s +Step 20090/44000 | Loss: 2.9590 | LR: 2.91e-04 | 1771.7ms/step | 11.3 samples/s +Step 20100/44000 | Loss: 2.9741 | LR: 2.91e-04 | 1769.4ms/step | 11.3 samples/s +Step 20110/44000 | Loss: 2.9806 | LR: 2.91e-04 | 1770.4ms/step | 11.3 samples/s +Step 20120/44000 | Loss: 2.9475 | LR: 2.91e-04 | 1770.5ms/step | 11.3 samples/s +Step 20130/44000 | Loss: 2.9405 | LR: 2.91e-04 | 1771.7ms/step | 11.3 samples/s +Step 20140/44000 | Loss: 2.9664 | LR: 2.90e-04 | 1772.1ms/step | 11.3 samples/s +Step 20150/44000 | Loss: 2.9486 | LR: 2.90e-04 | 1771.5ms/step | 11.3 samples/s +Step 20160/44000 | Loss: 3.0032 | LR: 2.90e-04 | 1772.0ms/step | 11.3 samples/s +Step 20170/44000 | Loss: 2.9958 | LR: 2.90e-04 | 1771.3ms/step | 11.3 samples/s +Step 20180/44000 | Loss: 2.9919 | LR: 2.90e-04 | 1768.5ms/step | 11.3 samples/s +Step 20190/44000 | Loss: 2.9245 | LR: 2.90e-04 | 1768.7ms/step | 11.3 samples/s +Step 20200/44000 | Loss: 2.9556 | LR: 2.89e-04 | 1769.2ms/step | 11.3 samples/s +Step 20210/44000 | Loss: 2.9703 | LR: 2.89e-04 | 1769.3ms/step | 11.3 samples/s +Step 20220/44000 | Loss: 2.9727 | LR: 2.89e-04 | 1772.1ms/step | 11.3 samples/s +Step 20230/44000 | Loss: 2.9500 | LR: 2.89e-04 | 1771.0ms/step | 11.3 samples/s +Step 20240/44000 | Loss: 2.9612 | LR: 2.89e-04 | 1771.3ms/step | 11.3 samples/s +Step 20250/44000 | Loss: 2.9833 | LR: 2.88e-04 | 1771.6ms/step | 11.3 samples/s +Step 20260/44000 | Loss: 3.0002 | LR: 2.88e-04 | 1770.6ms/step | 11.3 samples/s +Step 20270/44000 | Loss: 2.9567 | LR: 2.88e-04 | 1770.1ms/step | 11.3 samples/s +Step 20280/44000 | Loss: 2.9705 | LR: 2.88e-04 | 1770.6ms/step | 11.3 samples/s +Step 20290/44000 | Loss: 2.9384 | LR: 2.88e-04 | 1770.4ms/step | 11.3 samples/s +Step 20300/44000 | Loss: 2.9583 | LR: 2.88e-04 | 1770.1ms/step | 11.3 samples/s +Step 20310/44000 | Loss: 2.9347 | LR: 2.87e-04 | 1770.4ms/step | 11.3 samples/s +Step 20320/44000 | Loss: 2.9550 | LR: 2.87e-04 | 1769.8ms/step | 11.3 samples/s +Step 20330/44000 | Loss: 2.9434 | LR: 2.87e-04 | 1770.9ms/step | 11.3 samples/s +Step 20340/44000 | Loss: 2.9719 | LR: 2.87e-04 | 1771.2ms/step | 11.3 samples/s +Step 20350/44000 | Loss: 2.9250 | LR: 2.87e-04 | 1772.5ms/step | 11.3 samples/s +Step 20360/44000 | Loss: 2.9488 | LR: 2.86e-04 | 1771.2ms/step | 11.3 samples/s +Step 20370/44000 | Loss: 2.9819 | LR: 2.86e-04 | 1771.0ms/step | 11.3 samples/s +Step 20380/44000 | Loss: 2.9286 | LR: 2.86e-04 | 1769.5ms/step | 11.3 samples/s +Step 20390/44000 | Loss: 3.0053 | LR: 2.86e-04 | 1771.1ms/step | 11.3 samples/s +Step 20400/44000 | Loss: 2.9318 | LR: 2.86e-04 | 1769.1ms/step | 11.3 samples/s +Step 20410/44000 | Loss: 2.9306 | LR: 2.86e-04 | 1768.1ms/step | 11.3 samples/s +Step 20420/44000 | Loss: 2.9649 | LR: 2.85e-04 | 1767.8ms/step | 11.3 samples/s +Step 20430/44000 | Loss: 2.9844 | LR: 2.85e-04 | 1769.2ms/step | 11.3 samples/s +Step 20440/44000 | Loss: 2.9624 | LR: 2.85e-04 | 1769.8ms/step | 11.3 samples/s +Step 20450/44000 | Loss: 3.0124 | LR: 2.85e-04 | 1769.3ms/step | 11.3 samples/s +Step 20460/44000 | Loss: 3.0169 | LR: 2.85e-04 | 1769.4ms/step | 11.3 samples/s +Step 20470/44000 | Loss: 2.9604 | LR: 2.84e-04 | 1770.5ms/step | 11.3 samples/s +Step 20480/44000 | Loss: 2.9868 | LR: 2.84e-04 | 1771.8ms/step | 11.3 samples/s +Step 20490/44000 | Loss: 2.9644 | LR: 2.84e-04 | 1770.6ms/step | 11.3 samples/s +Step 20500/44000 | Loss: 2.9266 | LR: 2.84e-04 | 1771.9ms/step | 11.3 samples/s +Step 20510/44000 | Loss: 2.9403 | LR: 2.84e-04 | 1771.8ms/step | 11.3 samples/s +Step 20520/44000 | Loss: 2.9423 | LR: 2.84e-04 | 1771.4ms/step | 11.3 samples/s +Step 20530/44000 | Loss: 2.9933 | LR: 2.83e-04 | 1770.2ms/step | 11.3 samples/s +Step 20540/44000 | Loss: 2.9370 | LR: 2.83e-04 | 1770.2ms/step | 11.3 samples/s +Step 20550/44000 | Loss: 2.9665 | LR: 2.83e-04 | 1770.3ms/step | 11.3 samples/s +Step 20560/44000 | Loss: 2.9544 | LR: 2.83e-04 | 1770.3ms/step | 11.3 samples/s +Step 20570/44000 | Loss: 2.9111 | LR: 2.83e-04 | 1772.4ms/step | 11.3 samples/s +Step 20580/44000 | Loss: 2.9822 | LR: 2.83e-04 | 1771.8ms/step | 11.3 samples/s +Step 20590/44000 | Loss: 2.9426 | LR: 2.82e-04 | 1770.4ms/step | 11.3 samples/s +Step 20600/44000 | Loss: 2.9467 | LR: 2.82e-04 | 1771.4ms/step | 11.3 samples/s +Step 20610/44000 | Loss: 2.9570 | LR: 2.82e-04 | 1769.2ms/step | 11.3 samples/s +Step 20620/44000 | Loss: 2.9540 | LR: 2.82e-04 | 1770.1ms/step | 11.3 samples/s +Step 20630/44000 | Loss: 2.9329 | LR: 2.82e-04 | 1769.8ms/step | 11.3 samples/s +Step 20640/44000 | Loss: 2.9869 | LR: 2.81e-04 | 1769.6ms/step | 11.3 samples/s +Step 20650/44000 | Loss: 2.9165 | LR: 2.81e-04 | 1770.8ms/step | 11.3 samples/s +Step 20660/44000 | Loss: 2.9320 | LR: 2.81e-04 | 1770.4ms/step | 11.3 samples/s +Step 20670/44000 | Loss: 2.9362 | LR: 2.81e-04 | 1771.0ms/step | 11.3 samples/s +Step 20680/44000 | Loss: 2.9663 | LR: 2.81e-04 | 1770.9ms/step | 11.3 samples/s +Step 20690/44000 | Loss: 2.8882 | LR: 2.81e-04 | 1770.5ms/step | 11.3 samples/s +Step 20700/44000 | Loss: 2.9963 | LR: 2.80e-04 | 1769.9ms/step | 11.3 samples/s +Step 20710/44000 | Loss: 2.9678 | LR: 2.80e-04 | 1771.0ms/step | 11.3 samples/s +Step 20720/44000 | Loss: 2.9527 | LR: 2.80e-04 | 1771.0ms/step | 11.3 samples/s +Step 20730/44000 | Loss: 2.9973 | LR: 2.80e-04 | 1771.2ms/step | 11.3 samples/s +Step 20740/44000 | Loss: 3.0062 | LR: 2.80e-04 | 1770.5ms/step | 11.3 samples/s +Step 20750/44000 | Loss: 2.9608 | LR: 2.79e-04 | 1772.0ms/step | 11.3 samples/s +Step 20760/44000 | Loss: 2.9559 | LR: 2.79e-04 | 1771.7ms/step | 11.3 samples/s +Step 20770/44000 | Loss: 2.9498 | LR: 2.79e-04 | 1772.1ms/step | 11.3 samples/s +Step 20780/44000 | Loss: 2.9675 | LR: 2.79e-04 | 1771.2ms/step | 11.3 samples/s +Step 20790/44000 | Loss: 2.9515 | LR: 2.79e-04 | 1769.0ms/step | 11.3 samples/s +Step 20800/44000 | Loss: 2.9370 | LR: 2.79e-04 | 1769.6ms/step | 11.3 samples/s +Step 20810/44000 | Loss: 2.9494 | LR: 2.78e-04 | 1770.3ms/step | 11.3 samples/s +Step 20820/44000 | Loss: 2.9558 | LR: 2.78e-04 | 1770.0ms/step | 11.3 samples/s +Step 20830/44000 | Loss: 2.9733 | LR: 2.78e-04 | 1770.6ms/step | 11.3 samples/s +Step 20840/44000 | Loss: 2.9305 | LR: 2.78e-04 | 1770.8ms/step | 11.3 samples/s +Step 20850/44000 | Loss: 2.9401 | LR: 2.78e-04 | 1773.0ms/step | 11.3 samples/s +Step 20860/44000 | Loss: 2.9898 | LR: 2.77e-04 | 1770.0ms/step | 11.3 samples/s +Step 20870/44000 | Loss: 2.9470 | LR: 2.77e-04 | 1771.4ms/step | 11.3 samples/s +Step 20880/44000 | Loss: 2.9657 | LR: 2.77e-04 | 1772.3ms/step | 11.3 samples/s +Step 20890/44000 | Loss: 2.9494 | LR: 2.77e-04 | 1770.9ms/step | 11.3 samples/s +Step 20900/44000 | Loss: 2.9441 | LR: 2.77e-04 | 1771.1ms/step | 11.3 samples/s +Step 20910/44000 | Loss: 2.9343 | LR: 2.77e-04 | 1771.2ms/step | 11.3 samples/s +Step 20920/44000 | Loss: 2.9755 | LR: 2.76e-04 | 1771.0ms/step | 11.3 samples/s +Step 20930/44000 | Loss: 2.9439 | LR: 2.76e-04 | 1771.4ms/step | 11.3 samples/s +Step 20940/44000 | Loss: 2.9537 | LR: 2.76e-04 | 1770.7ms/step | 11.3 samples/s +Step 20950/44000 | Loss: 2.9685 | LR: 2.76e-04 | 1772.1ms/step | 11.3 samples/s +Step 20960/44000 | Loss: 2.9687 | LR: 2.76e-04 | 1772.2ms/step | 11.3 samples/s +Step 20970/44000 | Loss: 2.9550 | LR: 2.75e-04 | 1772.4ms/step | 11.3 samples/s +Step 20980/44000 | Loss: 2.9290 | LR: 2.75e-04 | 1773.5ms/step | 11.3 samples/s +Step 20990/44000 | Loss: 2.9885 | LR: 2.75e-04 | 1770.9ms/step | 11.3 samples/s +Step 21000/44000 | Loss: 2.9418 | LR: 2.75e-04 | 1769.5ms/step | 11.3 samples/s +Validation at step 21000: Loss = 2.9617, Perplexity = 19.33 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-21000 +Step 21010/44000 | Loss: 2.9727 | LR: 2.75e-04 | 3547.8ms/step | 5.6 samples/s +Step 21020/44000 | Loss: 2.9407 | LR: 2.75e-04 | 1769.0ms/step | 11.3 samples/s +Step 21030/44000 | Loss: 2.9414 | LR: 2.74e-04 | 1770.3ms/step | 11.3 samples/s +Step 21040/44000 | Loss: 2.9263 | LR: 2.74e-04 | 1771.0ms/step | 11.3 samples/s +Step 21050/44000 | Loss: 2.9586 | LR: 2.74e-04 | 1770.9ms/step | 11.3 samples/s +Step 21060/44000 | Loss: 2.9516 | LR: 2.74e-04 | 1769.1ms/step | 11.3 samples/s +Step 21070/44000 | Loss: 2.8871 | LR: 2.74e-04 | 1769.7ms/step | 11.3 samples/s +Step 21080/44000 | Loss: 2.9939 | LR: 2.73e-04 | 1770.1ms/step | 11.3 samples/s +Step 21090/44000 | Loss: 2.9073 | LR: 2.73e-04 | 1770.5ms/step | 11.3 samples/s +Step 21100/44000 | Loss: 2.9544 | LR: 2.73e-04 | 1771.9ms/step | 11.3 samples/s +Step 21110/44000 | Loss: 2.9470 | LR: 2.73e-04 | 1771.6ms/step | 11.3 samples/s +Step 21120/44000 | Loss: 2.9368 | LR: 2.73e-04 | 1769.9ms/step | 11.3 samples/s +Step 21130/44000 | Loss: 2.9874 | LR: 2.73e-04 | 1770.6ms/step | 11.3 samples/s +Step 21140/44000 | Loss: 2.8958 | LR: 2.72e-04 | 1771.4ms/step | 11.3 samples/s +Step 21150/44000 | Loss: 2.9277 | LR: 2.72e-04 | 1770.2ms/step | 11.3 samples/s +Step 21160/44000 | Loss: 2.9177 | LR: 2.72e-04 | 1772.2ms/step | 11.3 samples/s +Step 21170/44000 | Loss: 2.9782 | LR: 2.72e-04 | 1772.7ms/step | 11.3 samples/s +Step 21180/44000 | Loss: 2.9245 | LR: 2.72e-04 | 1773.4ms/step | 11.3 samples/s +Step 21190/44000 | Loss: 2.9490 | LR: 2.71e-04 | 1769.9ms/step | 11.3 samples/s +Step 21200/44000 | Loss: 2.9321 | LR: 2.71e-04 | 1770.4ms/step | 11.3 samples/s +Step 21210/44000 | Loss: 2.9134 | LR: 2.71e-04 | 1770.8ms/step | 11.3 samples/s +Step 21220/44000 | Loss: 2.9325 | LR: 2.71e-04 | 1771.3ms/step | 11.3 samples/s +Step 21230/44000 | Loss: 2.9484 | LR: 2.71e-04 | 1772.9ms/step | 11.3 samples/s +Step 21240/44000 | Loss: 2.9883 | LR: 2.71e-04 | 1771.5ms/step | 11.3 samples/s +Step 21250/44000 | Loss: 2.9579 | LR: 2.70e-04 | 1771.2ms/step | 11.3 samples/s +Step 21260/44000 | Loss: 2.9837 | LR: 2.70e-04 | 1770.7ms/step | 11.3 samples/s +Step 21270/44000 | Loss: 2.9694 | LR: 2.70e-04 | 1770.3ms/step | 11.3 samples/s +Step 21280/44000 | Loss: 2.9666 | LR: 2.70e-04 | 1771.0ms/step | 11.3 samples/s +Step 21290/44000 | Loss: 2.9292 | LR: 2.70e-04 | 1771.3ms/step | 11.3 samples/s +Step 21300/44000 | Loss: 2.9695 | LR: 2.70e-04 | 1771.5ms/step | 11.3 samples/s +Step 21310/44000 | Loss: 2.9305 | LR: 2.69e-04 | 1771.9ms/step | 11.3 samples/s +Step 21320/44000 | Loss: 2.9512 | LR: 2.69e-04 | 1772.1ms/step | 11.3 samples/s +Step 21330/44000 | Loss: 2.9623 | LR: 2.69e-04 | 1772.0ms/step | 11.3 samples/s +Step 21340/44000 | Loss: 2.9600 | LR: 2.69e-04 | 1772.6ms/step | 11.3 samples/s +Step 21350/44000 | Loss: 2.9760 | LR: 2.69e-04 | 1773.5ms/step | 11.3 samples/s +Step 21360/44000 | Loss: 2.9180 | LR: 2.68e-04 | 1771.9ms/step | 11.3 samples/s +Step 21370/44000 | Loss: 2.9145 | LR: 2.68e-04 | 1772.0ms/step | 11.3 samples/s +Step 21380/44000 | Loss: 2.9765 | LR: 2.68e-04 | 1772.4ms/step | 11.3 samples/s +Step 21390/44000 | Loss: 2.9132 | LR: 2.68e-04 | 1771.6ms/step | 11.3 samples/s +Step 21400/44000 | Loss: 2.9095 | LR: 2.68e-04 | 1769.1ms/step | 11.3 samples/s +Step 21410/44000 | Loss: 2.9186 | LR: 2.68e-04 | 1768.8ms/step | 11.3 samples/s +Step 21420/44000 | Loss: 2.9608 | LR: 2.67e-04 | 1769.8ms/step | 11.3 samples/s +Step 21430/44000 | Loss: 2.9342 | LR: 2.67e-04 | 1770.2ms/step | 11.3 samples/s +Step 21440/44000 | Loss: 2.9320 | LR: 2.67e-04 | 1770.1ms/step | 11.3 samples/s +Step 21450/44000 | Loss: 2.9778 | LR: 2.67e-04 | 1769.6ms/step | 11.3 samples/s +Step 21460/44000 | Loss: 2.9842 | LR: 2.67e-04 | 1769.1ms/step | 11.3 samples/s +Step 21470/44000 | Loss: 2.9218 | LR: 2.66e-04 | 1769.9ms/step | 11.3 samples/s +Step 21480/44000 | Loss: 2.9486 | LR: 2.66e-04 | 1769.7ms/step | 11.3 samples/s +Step 21490/44000 | Loss: 2.9668 | LR: 2.66e-04 | 1769.3ms/step | 11.3 samples/s +Step 21500/44000 | Loss: 2.9292 | LR: 2.66e-04 | 1770.5ms/step | 11.3 samples/s +Step 21510/44000 | Loss: 2.9646 | LR: 2.66e-04 | 1770.9ms/step | 11.3 samples/s +Step 21520/44000 | Loss: 2.9676 | LR: 2.66e-04 | 1770.2ms/step | 11.3 samples/s +Step 21530/44000 | Loss: 2.9028 | LR: 2.65e-04 | 1771.7ms/step | 11.3 samples/s +Step 21540/44000 | Loss: 2.9628 | LR: 2.65e-04 | 1771.6ms/step | 11.3 samples/s +Step 21550/44000 | Loss: 2.9413 | LR: 2.65e-04 | 1771.8ms/step | 11.3 samples/s +Step 21560/44000 | Loss: 2.9478 | LR: 2.65e-04 | 1771.2ms/step | 11.3 samples/s +Step 21570/44000 | Loss: 2.9693 | LR: 2.65e-04 | 1771.1ms/step | 11.3 samples/s +Step 21580/44000 | Loss: 2.9467 | LR: 2.64e-04 | 1772.8ms/step | 11.3 samples/s +Step 21590/44000 | Loss: 2.9269 | LR: 2.64e-04 | 1773.4ms/step | 11.3 samples/s +Step 21600/44000 | Loss: 2.9671 | LR: 2.64e-04 | 1771.1ms/step | 11.3 samples/s +Step 21610/44000 | Loss: 2.9265 | LR: 2.64e-04 | 1771.8ms/step | 11.3 samples/s +Step 21620/44000 | Loss: 2.9045 | LR: 2.64e-04 | 1770.5ms/step | 11.3 samples/s +Step 21630/44000 | Loss: 2.9044 | LR: 2.64e-04 | 1771.2ms/step | 11.3 samples/s +Step 21640/44000 | Loss: 2.9569 | LR: 2.63e-04 | 1771.3ms/step | 11.3 samples/s +Step 21650/44000 | Loss: 2.9823 | LR: 2.63e-04 | 1773.1ms/step | 11.3 samples/s +Step 21660/44000 | Loss: 2.9459 | LR: 2.63e-04 | 1773.0ms/step | 11.3 samples/s +Step 21670/44000 | Loss: 2.9741 | LR: 2.63e-04 | 1772.1ms/step | 11.3 samples/s +Step 21680/44000 | Loss: 2.9790 | LR: 2.63e-04 | 1770.7ms/step | 11.3 samples/s +Step 21690/44000 | Loss: 2.9701 | LR: 2.62e-04 | 1771.1ms/step | 11.3 samples/s +Step 21700/44000 | Loss: 2.9565 | LR: 2.62e-04 | 1771.6ms/step | 11.3 samples/s +Step 21710/44000 | Loss: 2.9762 | LR: 2.62e-04 | 1770.4ms/step | 11.3 samples/s +Step 21720/44000 | Loss: 2.9282 | LR: 2.62e-04 | 1770.9ms/step | 11.3 samples/s +Step 21730/44000 | Loss: 2.9703 | LR: 2.62e-04 | 1772.2ms/step | 11.3 samples/s +Step 21740/44000 | Loss: 2.9507 | LR: 2.62e-04 | 1771.4ms/step | 11.3 samples/s +Step 21750/44000 | Loss: 2.9642 | LR: 2.61e-04 | 1770.8ms/step | 11.3 samples/s +Step 21760/44000 | Loss: 2.9588 | LR: 2.61e-04 | 1772.7ms/step | 11.3 samples/s +Step 21770/44000 | Loss: 2.8906 | LR: 2.61e-04 | 1773.6ms/step | 11.3 samples/s +Step 21780/44000 | Loss: 2.9805 | LR: 2.61e-04 | 1772.7ms/step | 11.3 samples/s +Step 21790/44000 | Loss: 2.8840 | LR: 2.61e-04 | 1773.2ms/step | 11.3 samples/s +Step 21800/44000 | Loss: 2.9755 | LR: 2.60e-04 | 1772.4ms/step | 11.3 samples/s +Step 21810/44000 | Loss: 2.9098 | LR: 2.60e-04 | 1770.4ms/step | 11.3 samples/s +Step 21820/44000 | Loss: 2.9524 | LR: 2.60e-04 | 1771.0ms/step | 11.3 samples/s +Step 21830/44000 | Loss: 2.9297 | LR: 2.60e-04 | 1770.7ms/step | 11.3 samples/s +Step 21840/44000 | Loss: 2.9537 | LR: 2.60e-04 | 1769.3ms/step | 11.3 samples/s +Step 21850/44000 | Loss: 2.9244 | LR: 2.60e-04 | 1768.5ms/step | 11.3 samples/s +Step 21860/44000 | Loss: 2.9163 | LR: 2.59e-04 | 1771.6ms/step | 11.3 samples/s +Step 21870/44000 | Loss: 2.9120 | LR: 2.59e-04 | 1771.2ms/step | 11.3 samples/s +Step 21880/44000 | Loss: 2.9423 | LR: 2.59e-04 | 1771.1ms/step | 11.3 samples/s +Step 21890/44000 | Loss: 2.9102 | LR: 2.59e-04 | 1773.4ms/step | 11.3 samples/s +Step 21900/44000 | Loss: 2.9573 | LR: 2.59e-04 | 1774.7ms/step | 11.3 samples/s +Step 21910/44000 | Loss: 2.9441 | LR: 2.58e-04 | 1772.7ms/step | 11.3 samples/s +Step 21920/44000 | Loss: 2.9309 | LR: 2.58e-04 | 1770.5ms/step | 11.3 samples/s +Step 21930/44000 | Loss: 2.9375 | LR: 2.58e-04 | 1770.8ms/step | 11.3 samples/s +Step 21940/44000 | Loss: 2.9143 | LR: 2.58e-04 | 1771.7ms/step | 11.3 samples/s +Step 21950/44000 | Loss: 2.9301 | LR: 2.58e-04 | 1771.5ms/step | 11.3 samples/s +Step 21960/44000 | Loss: 2.9244 | LR: 2.58e-04 | 1772.3ms/step | 11.3 samples/s +Step 21970/44000 | Loss: 2.9328 | LR: 2.57e-04 | 1772.3ms/step | 11.3 samples/s +Step 21980/44000 | Loss: 2.9116 | LR: 2.57e-04 | 1772.6ms/step | 11.3 samples/s +Step 21990/44000 | Loss: 2.9667 | LR: 2.57e-04 | 1773.9ms/step | 11.3 samples/s +Step 22000/44000 | Loss: 2.9800 | LR: 2.57e-04 | 1772.9ms/step | 11.3 samples/s +Validation at step 22000: Loss = 2.9528, Perplexity = 19.16 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-22000 +Step 22010/44000 | Loss: 2.9338 | LR: 2.57e-04 | 3560.1ms/step | 5.6 samples/s +Step 22020/44000 | Loss: 2.8921 | LR: 2.56e-04 | 1771.7ms/step | 11.3 samples/s +Step 22030/44000 | Loss: 2.9259 | LR: 2.56e-04 | 1772.4ms/step | 11.3 samples/s +Step 22040/44000 | Loss: 2.9486 | LR: 2.56e-04 | 1772.0ms/step | 11.3 samples/s +Step 22050/44000 | Loss: 2.9976 | LR: 2.56e-04 | 1771.1ms/step | 11.3 samples/s +Step 22060/44000 | Loss: 2.9513 | LR: 2.56e-04 | 1771.6ms/step | 11.3 samples/s +Step 22070/44000 | Loss: 2.9246 | LR: 2.56e-04 | 1772.0ms/step | 11.3 samples/s +Step 22080/44000 | Loss: 2.9267 | LR: 2.55e-04 | 1773.3ms/step | 11.3 samples/s +Step 22090/44000 | Loss: 2.9569 | LR: 2.55e-04 | 1772.1ms/step | 11.3 samples/s +Step 22100/44000 | Loss: 2.9295 | LR: 2.55e-04 | 1774.0ms/step | 11.3 samples/s +Step 22110/44000 | Loss: 2.9712 | LR: 2.55e-04 | 1773.3ms/step | 11.3 samples/s +Step 22120/44000 | Loss: 2.9615 | LR: 2.55e-04 | 1772.8ms/step | 11.3 samples/s +Step 22130/44000 | Loss: 2.9275 | LR: 2.54e-04 | 1771.5ms/step | 11.3 samples/s +Step 22140/44000 | Loss: 2.9286 | LR: 2.54e-04 | 1771.4ms/step | 11.3 samples/s +Step 22150/44000 | Loss: 2.9220 | LR: 2.54e-04 | 1771.9ms/step | 11.3 samples/s +Step 22160/44000 | Loss: 2.9725 | LR: 2.54e-04 | 1772.6ms/step | 11.3 samples/s +Step 22170/44000 | Loss: 3.0177 | LR: 2.54e-04 | 1773.2ms/step | 11.3 samples/s +Step 22180/44000 | Loss: 2.9142 | LR: 2.54e-04 | 1773.9ms/step | 11.3 samples/s +Step 22190/44000 | Loss: 2.9659 | LR: 2.53e-04 | 1773.6ms/step | 11.3 samples/s +Step 22200/44000 | Loss: 2.9481 | LR: 2.53e-04 | 1775.0ms/step | 11.3 samples/s +Step 22210/44000 | Loss: 2.9754 | LR: 2.53e-04 | 1771.7ms/step | 11.3 samples/s +Step 22220/44000 | Loss: 2.8976 | LR: 2.53e-04 | 1772.3ms/step | 11.3 samples/s +Step 22230/44000 | Loss: 2.9833 | LR: 2.53e-04 | 1773.7ms/step | 11.3 samples/s +Step 22240/44000 | Loss: 2.9172 | LR: 2.52e-04 | 1772.4ms/step | 11.3 samples/s +Step 22250/44000 | Loss: 2.9282 | LR: 2.52e-04 | 1772.6ms/step | 11.3 samples/s +Step 22260/44000 | Loss: 2.9525 | LR: 2.52e-04 | 1772.5ms/step | 11.3 samples/s +Step 22270/44000 | Loss: 2.9295 | LR: 2.52e-04 | 1772.0ms/step | 11.3 samples/s +Step 22280/44000 | Loss: 2.9373 | LR: 2.52e-04 | 1772.4ms/step | 11.3 samples/s +Step 22290/44000 | Loss: 2.8460 | LR: 2.52e-04 | 1772.9ms/step | 11.3 samples/s +Step 22300/44000 | Loss: 2.8991 | LR: 2.51e-04 | 1770.6ms/step | 11.3 samples/s +Step 22310/44000 | Loss: 2.9836 | LR: 2.51e-04 | 1771.5ms/step | 11.3 samples/s +Step 22320/44000 | Loss: 2.9604 | LR: 2.51e-04 | 1772.5ms/step | 11.3 samples/s +Step 22330/44000 | Loss: 2.8921 | LR: 2.51e-04 | 1771.1ms/step | 11.3 samples/s +Step 22340/44000 | Loss: 2.9545 | LR: 2.51e-04 | 1770.8ms/step | 11.3 samples/s +Step 22350/44000 | Loss: 2.9822 | LR: 2.50e-04 | 1771.8ms/step | 11.3 samples/s +Step 22360/44000 | Loss: 2.9276 | LR: 2.50e-04 | 1771.7ms/step | 11.3 samples/s +Step 22370/44000 | Loss: 2.9170 | LR: 2.50e-04 | 1772.4ms/step | 11.3 samples/s +Step 22380/44000 | Loss: 2.9609 | LR: 2.50e-04 | 1773.5ms/step | 11.3 samples/s +Step 22390/44000 | Loss: 2.9126 | LR: 2.50e-04 | 1773.8ms/step | 11.3 samples/s +Step 22400/44000 | Loss: 2.9267 | LR: 2.50e-04 | 1773.5ms/step | 11.3 samples/s +Step 22410/44000 | Loss: 2.9545 | LR: 2.49e-04 | 1773.4ms/step | 11.3 samples/s +Step 22420/44000 | Loss: 2.9243 | LR: 2.49e-04 | 1771.0ms/step | 11.3 samples/s +Step 22430/44000 | Loss: 2.9332 | LR: 2.49e-04 | 1771.4ms/step | 11.3 samples/s +Step 22440/44000 | Loss: 2.9683 | LR: 2.49e-04 | 1771.3ms/step | 11.3 samples/s +Step 22450/44000 | Loss: 2.9830 | LR: 2.49e-04 | 1770.6ms/step | 11.3 samples/s +Step 22460/44000 | Loss: 2.8939 | LR: 2.48e-04 | 1770.3ms/step | 11.3 samples/s +Step 22470/44000 | Loss: 2.9308 | LR: 2.48e-04 | 1770.8ms/step | 11.3 samples/s +Step 22480/44000 | Loss: 2.9259 | LR: 2.48e-04 | 1771.5ms/step | 11.3 samples/s +Step 22490/44000 | Loss: 2.9606 | LR: 2.48e-04 | 1774.1ms/step | 11.3 samples/s +Step 22500/44000 | Loss: 2.9183 | LR: 2.48e-04 | 1773.6ms/step | 11.3 samples/s +Step 22510/44000 | Loss: 2.9498 | LR: 2.48e-04 | 1771.7ms/step | 11.3 samples/s +Step 22520/44000 | Loss: 2.9181 | LR: 2.47e-04 | 1773.5ms/step | 11.3 samples/s +Step 22530/44000 | Loss: 2.9146 | LR: 2.47e-04 | 1772.8ms/step | 11.3 samples/s +Step 22540/44000 | Loss: 2.9389 | LR: 2.47e-04 | 1773.3ms/step | 11.3 samples/s +Step 22550/44000 | Loss: 2.9228 | LR: 2.47e-04 | 1773.0ms/step | 11.3 samples/s +Step 22560/44000 | Loss: 2.9578 | LR: 2.47e-04 | 1772.6ms/step | 11.3 samples/s +Step 22570/44000 | Loss: 2.9510 | LR: 2.46e-04 | 1773.7ms/step | 11.3 samples/s +Step 22580/44000 | Loss: 2.9165 | LR: 2.46e-04 | 1772.8ms/step | 11.3 samples/s +Step 22590/44000 | Loss: 2.9103 | LR: 2.46e-04 | 1774.3ms/step | 11.3 samples/s +Step 22600/44000 | Loss: 2.9526 | LR: 2.46e-04 | 1773.1ms/step | 11.3 samples/s +Step 22610/44000 | Loss: 2.8903 | LR: 2.46e-04 | 1774.3ms/step | 11.3 samples/s +Step 22620/44000 | Loss: 2.9446 | LR: 2.46e-04 | 1772.4ms/step | 11.3 samples/s +Step 22630/44000 | Loss: 2.9834 | LR: 2.45e-04 | 1771.9ms/step | 11.3 samples/s +Step 22640/44000 | Loss: 2.9538 | LR: 2.45e-04 | 1771.7ms/step | 11.3 samples/s +Step 22650/44000 | Loss: 2.9311 | LR: 2.45e-04 | 1772.9ms/step | 11.3 samples/s +Step 22660/44000 | Loss: 2.9542 | LR: 2.45e-04 | 1771.9ms/step | 11.3 samples/s +Step 22670/44000 | Loss: 2.9533 | LR: 2.45e-04 | 1771.4ms/step | 11.3 samples/s +Step 22680/44000 | Loss: 2.8716 | LR: 2.44e-04 | 1771.6ms/step | 11.3 samples/s +Step 22690/44000 | Loss: 2.9154 | LR: 2.44e-04 | 1772.4ms/step | 11.3 samples/s +Step 22700/44000 | Loss: 2.9791 | LR: 2.44e-04 | 1772.3ms/step | 11.3 samples/s +Step 22710/44000 | Loss: 2.9177 | LR: 2.44e-04 | 1772.2ms/step | 11.3 samples/s +Step 22720/44000 | Loss: 2.9510 | LR: 2.44e-04 | 1773.0ms/step | 11.3 samples/s +Step 22730/44000 | Loss: 2.9412 | LR: 2.44e-04 | 1772.1ms/step | 11.3 samples/s +Step 22740/44000 | Loss: 2.9281 | LR: 2.43e-04 | 1772.3ms/step | 11.3 samples/s +Step 22750/44000 | Loss: 2.8959 | LR: 2.43e-04 | 1772.1ms/step | 11.3 samples/s +Step 22760/44000 | Loss: 2.9371 | LR: 2.43e-04 | 1772.2ms/step | 11.3 samples/s +Step 22770/44000 | Loss: 2.9628 | LR: 2.43e-04 | 1771.5ms/step | 11.3 samples/s +Step 22780/44000 | Loss: 2.9025 | LR: 2.43e-04 | 1770.6ms/step | 11.3 samples/s +Step 22790/44000 | Loss: 2.9476 | LR: 2.42e-04 | 1771.8ms/step | 11.3 samples/s +Step 22800/44000 | Loss: 2.9513 | LR: 2.42e-04 | 1772.6ms/step | 11.3 samples/s +Step 22810/44000 | Loss: 2.9639 | LR: 2.42e-04 | 1771.8ms/step | 11.3 samples/s +Step 22820/44000 | Loss: 2.9381 | LR: 2.42e-04 | 1773.2ms/step | 11.3 samples/s +Step 22830/44000 | Loss: 2.9468 | LR: 2.42e-04 | 1770.6ms/step | 11.3 samples/s +Step 22840/44000 | Loss: 2.9237 | LR: 2.42e-04 | 1771.5ms/step | 11.3 samples/s +Step 22850/44000 | Loss: 2.9807 | LR: 2.41e-04 | 1771.2ms/step | 11.3 samples/s +Step 22860/44000 | Loss: 2.9457 | LR: 2.41e-04 | 1770.2ms/step | 11.3 samples/s +Step 22870/44000 | Loss: 2.9746 | LR: 2.41e-04 | 1770.5ms/step | 11.3 samples/s +Step 22880/44000 | Loss: 2.9520 | LR: 2.41e-04 | 1770.1ms/step | 11.3 samples/s +Step 22890/44000 | Loss: 2.9710 | LR: 2.41e-04 | 1772.0ms/step | 11.3 samples/s +Step 22900/44000 | Loss: 2.9509 | LR: 2.40e-04 | 1771.6ms/step | 11.3 samples/s +Step 22910/44000 | Loss: 2.9411 | LR: 2.40e-04 | 1771.8ms/step | 11.3 samples/s +Step 22920/44000 | Loss: 2.9636 | LR: 2.40e-04 | 1771.6ms/step | 11.3 samples/s +Step 22930/44000 | Loss: 2.9357 | LR: 2.40e-04 | 1772.1ms/step | 11.3 samples/s +Step 22940/44000 | Loss: 2.9113 | LR: 2.40e-04 | 1771.4ms/step | 11.3 samples/s diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 +cuda-toolkit==13.0.2 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+{"time":"2026-08-20T17:06:03.688987799Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1687,"history_lines":1,"events_offset":1452,"events_lines":2,"console_offset":648,"console_lines":1} +{"time":"2026-08-20T17:06:03.95794333Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T17:06:18.689537277Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1688,"history_lines":1,"events_offset":1454,"events_lines":2,"console_offset":649,"console_lines":1} +{"time":"2026-08-20T17:06:18.926673819Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T17:06:33.68948196Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1689,"history_lines":1,"events_offset":1456,"events_lines":2,"console_offset":650,"console_lines":1} +{"time":"2026-08-20T17:06:33.913070616Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T17:06:48.689716933Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1690,"history_lines":1,"events_offset":1458,"events_lines":2,"console_offset":651,"console_lines":1} +{"time":"2026-08-20T17:06:48.904606995Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T17:07:03.688985688Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1691,"history_lines":1,"events_offset":1460,"events_lines":2,"console_offset":652,"console_lines":1} +{"time":"2026-08-20T17:07:03.931715666Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T17:07:18.689597903Z","level":"INFO","msg":"filestream: sending request","total_files":1,"events_offset":1462,"events_lines":2} +{"time":"2026-08-20T17:07:18.914598826Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} +{"time":"2026-08-20T17:07:33.689161546Z","level":"INFO","msg":"filestream: sending request","total_files":4,"history_offset":1692,"history_lines":1,"events_offset":1464,"events_lines":2,"console_offset":653,"console_lines":1} +{"time":"2026-08-20T17:07:34.050114308Z","level":"INFO","msg":"filestream: request sent","status":"200 OK"} diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/logs/debug.log b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/logs/debug.log new file mode 100644 index 0000000000000000000000000000000000000000..168678346899b1b700485bc6ed9aba9f5224e49e --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/logs/debug.log @@ -0,0 +1,20 @@ +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_setup.py:_flush():81] Current SDK version is 0.26.1 +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_setup.py:_flush():81] Configure stats pid to 376 +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_setup.py:_flush():81] Loading settings from environment variables +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_init.py:setup_run_log_directory():723] Logging user logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/run-20260820_140401-jqstnvej/logs/debug.log +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_init.py:setup_run_log_directory():724] Logging internal logs to /mloscratch/homes/navasard/sparse/SparseAtt/wandb/run-20260820_140401-jqstnvej/logs/debug-internal.log +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_init.py:init():850] calling init triggers +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_init.py:init():855] wandb.init called with sweep_config: {} +config: {'model_path': '/mloscratch/homes/navasard/qwen3_06b_base', 'model_dtype': 'bfloat16', 'init_from_scratch': True, 'train_path': '/mloscratch/homes/navasard/data/fineweb_large/tokenized', 'val_path': None, 'max_seq_length': 8192, 'num_workers': 8, 'output_dir': '/mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735', 'resume_from_checkpoint': '/mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-17000', 'force_new_run': False, 'num_epochs': 1, 'max_steps': 44000, 'per_device_batch_size': 2, 'gradient_accumulation_steps': 5, 'learning_rate': 0.0005, 'weight_decay': 0.01, 'warmup_steps': 750, 'lr_scheduler': 'cosine', 'max_grad_norm': 1.0, 'save_steps': 1000, 'eval_steps': 1000, 'eval_batches': 50, 'logging_steps': 10, 'seed': 42, 'verbose': True, 'checkpoint_activations': False, 'strategy': 'ddp', 'mixed_precision': 'bf16', 'wandb_enabled': True, 'wandb_project': 'stochastic_sparsity', 'wandb_name': 'l8k365m_dense_ropectl_a1p0_seed42', 'wandb_tags': ['qwen3', '365m', '8k', 'dense', 'rope-control', 'ddp2-a100'], 'hidden_size': 768, 'intermediate_size': 3072, 'num_attention_heads': 6, 'num_key_value_heads': 2, 'num_hidden_layers': 28, 'head_dim': None, 'attention_dropout': 0.0, 'rope_train_position_scale_set': [1.0, 0.9896339488176222, 0.9692159692159692, 0.9420289855072463, 0.8730158730158729], 'attention_type': 'sparse_stochastic', 'sparse_block_size': 128, 'sparse_num_random_blocks': 31, 'sparse_mask_pool_size': 1, 'sparse_val_dense_compare': False, 'sparse_layer_indices': None, 'sparse_mask_cache_dir': None, 'sparse_mask_seed': 0, 'sparse_mixed_nrb_set': None, 'dense_mode': True, 'dense_step_intervals': None, '_wandb': {}} +2026-08-20 14:04:01,737 INFO MainThread:376 [wandb_init.py:init():898] starting backend +2026-08-20 14:04:02,493 INFO MainThread:376 [wandb_init.py:init():913] sending inform_init request +2026-08-20 14:04:02,940 INFO MainThread:376 [wandb_init.py:init():918] backend started and connected +2026-08-20 14:04:02,943 INFO MainThread:376 [wandb_init.py:init():988] updated telemetry +2026-08-20 14:04:02,974 INFO MainThread:376 [wandb_init.py:init():1011] communicating run to backend with 90.0 second timeout +2026-08-20 14:04:03,686 INFO MainThread:376 [wandb_init.py:init():1051] run resumed +2026-08-20 14:04:03,687 INFO MainThread:376 [wandb_init.py:init():1056] starting run threads in backend +2026-08-20 14:04:03,853 INFO MainThread:376 [wandb_run.py:_console_start():2554] atexit reg +2026-08-20 14:04:03,854 INFO MainThread:376 [wandb_run.py:_redirect():2403] redirect: wrap_raw +2026-08-20 14:04:03,854 INFO MainThread:376 [wandb_run.py:_redirect():2472] Wrapping output streams. +2026-08-20 14:04:03,854 INFO MainThread:376 [wandb_run.py:_redirect():2495] Redirects installed. +2026-08-20 14:04:03,857 INFO MainThread:376 [wandb_init.py:init():1094] run started, returning control to user process diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/run-jqstnvej.wandb b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/run-jqstnvej.wandb new file mode 100644 index 0000000000000000000000000000000000000000..bad90a7751e86957c4b0c4440def83ad4b03920c --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140401-jqstnvej/run-jqstnvej.wandb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f1e0046f8a37a4251cdadf7f909d2db1d258ce2ac9b1ef0c3bbad3935ac7a4a0 +size 2228224 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..92bea1fc80b3b5ec8e12575fda64ce8b16db320f --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/files/output.log @@ -0,0 +1,646 @@ +Starting training... +Validation at step 18000: Loss = 2.9728, Perplexity = 19.55 +wandb: WARNING Tried to log to step 18000 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Switching attention mode for step 18001: dense (dense step interval) +Step 18010/44000 | Loss: 2.9971 | LR: 3.28e-04 | 42307.5ms/step | 0.5 samples/s +wandb: WARNING Tried to log to step 18010 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18020/44000 | Loss: 2.9907 | LR: 3.28e-04 | 1773.9ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 18020 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18030/44000 | Loss: 3.0001 | LR: 3.28e-04 | 1777.2ms/step | 11.3 samples/s +wandb: WARNING Tried to log to step 18030 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18040/44000 | Loss: 2.9561 | LR: 3.27e-04 | 1778.8ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18040 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18050/44000 | Loss: 2.9921 | LR: 3.27e-04 | 1779.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18050 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18060/44000 | Loss: 3.0097 | LR: 3.27e-04 | 1781.8ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18060 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18070/44000 | Loss: 2.9773 | LR: 3.27e-04 | 1781.6ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18070 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18080/44000 | Loss: 2.9883 | LR: 3.27e-04 | 1781.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18080 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18090/44000 | Loss: 2.9542 | LR: 3.27e-04 | 1780.5ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18090 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18100/44000 | Loss: 2.9393 | LR: 3.26e-04 | 1781.5ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18100 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18110/44000 | Loss: 3.0064 | LR: 3.26e-04 | 1781.2ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18110 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18120/44000 | Loss: 2.9451 | LR: 3.26e-04 | 1782.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18120 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18130/44000 | Loss: 2.9749 | LR: 3.26e-04 | 1781.3ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18130 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18140/44000 | Loss: 3.0306 | LR: 3.26e-04 | 1781.8ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18140 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18150/44000 | Loss: 3.0022 | LR: 3.26e-04 | 1781.8ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18150 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18160/44000 | Loss: 2.9571 | LR: 3.25e-04 | 1782.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18160 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18170/44000 | Loss: 2.9630 | LR: 3.25e-04 | 1783.4ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18170 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18180/44000 | Loss: 2.9619 | LR: 3.25e-04 | 1783.4ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18180 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18190/44000 | Loss: 3.0241 | LR: 3.25e-04 | 1782.4ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18190 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18200/44000 | Loss: 2.9990 | LR: 3.25e-04 | 1785.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18200 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18210/44000 | Loss: 3.0164 | LR: 3.24e-04 | 1783.6ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18210 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18220/44000 | Loss: 2.9772 | LR: 3.24e-04 | 1782.7ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18220 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18230/44000 | Loss: 2.9828 | LR: 3.24e-04 | 1782.7ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18230 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18240/44000 | Loss: 3.0113 | LR: 3.24e-04 | 1783.1ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18240 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18250/44000 | Loss: 2.9762 | LR: 3.24e-04 | 1783.6ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18250 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18260/44000 | Loss: 3.0124 | LR: 3.24e-04 | 1783.3ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18260 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18270/44000 | Loss: 2.9906 | LR: 3.23e-04 | 1783.6ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18270 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18280/44000 | Loss: 2.9492 | LR: 3.23e-04 | 1784.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18280 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18290/44000 | Loss: 3.0016 | LR: 3.23e-04 | 1781.8ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18290 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18300/44000 | Loss: 3.0241 | LR: 3.23e-04 | 1782.7ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18300 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18310/44000 | Loss: 3.0117 | LR: 3.23e-04 | 1782.7ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18310 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18320/44000 | Loss: 3.0382 | LR: 3.23e-04 | 1783.2ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18320 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18330/44000 | Loss: 3.0040 | LR: 3.22e-04 | 1782.2ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18330 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18340/44000 | Loss: 2.9568 | LR: 3.22e-04 | 1782.7ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18340 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18350/44000 | Loss: 2.9752 | LR: 3.22e-04 | 1782.5ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18350 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18360/44000 | Loss: 2.9717 | LR: 3.22e-04 | 1782.6ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18360 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18370/44000 | Loss: 3.0086 | LR: 3.22e-04 | 1781.7ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18370 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18380/44000 | Loss: 2.9834 | LR: 3.22e-04 | 1782.6ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18380 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18390/44000 | Loss: 3.0108 | LR: 3.21e-04 | 1782.5ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18390 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18400/44000 | Loss: 3.0106 | LR: 3.21e-04 | 1783.0ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18400 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18410/44000 | Loss: 2.9893 | LR: 3.21e-04 | 1781.9ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18410 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18420/44000 | Loss: 2.9824 | LR: 3.21e-04 | 1781.9ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18420 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18430/44000 | Loss: 2.9528 | LR: 3.21e-04 | 1780.9ms/step | 11.2 samples/s +wandb: WARNING Tried to log to step 18430 that is less than the current step 18431. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 18440/44000 | Loss: 2.9364 | LR: 3.20e-04 | 1781.7ms/step | 11.2 samples/s +Step 18450/44000 | Loss: 2.9737 | LR: 3.20e-04 | 1783.2ms/step | 11.2 samples/s +Step 18460/44000 | Loss: 2.9931 | LR: 3.20e-04 | 1782.8ms/step | 11.2 samples/s +Step 18470/44000 | Loss: 3.0209 | LR: 3.20e-04 | 1782.0ms/step | 11.2 samples/s +Step 18480/44000 | Loss: 2.9502 | LR: 3.20e-04 | 1782.9ms/step | 11.2 samples/s +Step 18490/44000 | Loss: 2.9597 | LR: 3.20e-04 | 1783.0ms/step | 11.2 samples/s +Step 18500/44000 | Loss: 2.9759 | LR: 3.19e-04 | 1783.1ms/step | 11.2 samples/s +Step 18510/44000 | Loss: 2.9690 | LR: 3.19e-04 | 1783.1ms/step | 11.2 samples/s +Step 18520/44000 | Loss: 2.9974 | LR: 3.19e-04 | 1782.9ms/step | 11.2 samples/s +Step 18530/44000 | Loss: 3.0094 | LR: 3.19e-04 | 1783.1ms/step | 11.2 samples/s +Step 18540/44000 | Loss: 3.0191 | LR: 3.19e-04 | 1784.2ms/step | 11.2 samples/s +Step 18550/44000 | Loss: 2.9463 | LR: 3.19e-04 | 1782.2ms/step | 11.2 samples/s +Step 18560/44000 | Loss: 3.0022 | LR: 3.18e-04 | 1782.6ms/step | 11.2 samples/s +Step 18570/44000 | Loss: 3.0116 | LR: 3.18e-04 | 1781.9ms/step | 11.2 samples/s +Step 18580/44000 | Loss: 3.0194 | LR: 3.18e-04 | 1783.9ms/step | 11.2 samples/s +Step 18590/44000 | Loss: 2.9816 | LR: 3.18e-04 | 1783.1ms/step | 11.2 samples/s +Step 18600/44000 | Loss: 2.9943 | LR: 3.18e-04 | 1783.7ms/step | 11.2 samples/s +Step 18610/44000 | Loss: 2.9607 | LR: 3.18e-04 | 1782.4ms/step | 11.2 samples/s +Step 18620/44000 | Loss: 3.0022 | LR: 3.17e-04 | 1782.5ms/step | 11.2 samples/s +Step 18630/44000 | Loss: 3.0042 | LR: 3.17e-04 | 1782.9ms/step | 11.2 samples/s +Step 18640/44000 | Loss: 3.0192 | LR: 3.17e-04 | 1782.6ms/step | 11.2 samples/s +Step 18650/44000 | Loss: 2.9810 | LR: 3.17e-04 | 1782.3ms/step | 11.2 samples/s +Step 18660/44000 | Loss: 2.9998 | LR: 3.17e-04 | 1782.8ms/step | 11.2 samples/s +Step 18670/44000 | Loss: 2.9850 | LR: 3.16e-04 | 1782.9ms/step | 11.2 samples/s +Step 18680/44000 | Loss: 3.0212 | LR: 3.16e-04 | 1783.8ms/step | 11.2 samples/s +Step 18690/44000 | Loss: 2.9495 | LR: 3.16e-04 | 1783.3ms/step | 11.2 samples/s +Step 18700/44000 | Loss: 2.9738 | LR: 3.16e-04 | 1781.9ms/step | 11.2 samples/s +Step 18710/44000 | Loss: 3.0018 | LR: 3.16e-04 | 1783.0ms/step | 11.2 samples/s +Step 18720/44000 | Loss: 2.9478 | LR: 3.16e-04 | 1782.1ms/step | 11.2 samples/s +Step 18730/44000 | Loss: 3.0106 | LR: 3.15e-04 | 1782.9ms/step | 11.2 samples/s +Step 18740/44000 | Loss: 2.9539 | LR: 3.15e-04 | 1781.9ms/step | 11.2 samples/s +Step 18750/44000 | Loss: 2.9888 | LR: 3.15e-04 | 1786.6ms/step | 11.2 samples/s +Step 18760/44000 | Loss: 2.9621 | LR: 3.15e-04 | 1784.1ms/step | 11.2 samples/s +Step 18770/44000 | Loss: 2.9700 | LR: 3.15e-04 | 1784.5ms/step | 11.2 samples/s +Step 18780/44000 | Loss: 2.9620 | LR: 3.15e-04 | 1783.6ms/step | 11.2 samples/s +Step 18790/44000 | Loss: 2.9962 | LR: 3.14e-04 | 1783.3ms/step | 11.2 samples/s +Step 18800/44000 | Loss: 2.9913 | LR: 3.14e-04 | 1786.7ms/step | 11.2 samples/s +Step 18810/44000 | Loss: 2.9776 | LR: 3.14e-04 | 1786.7ms/step | 11.2 samples/s +Step 18820/44000 | Loss: 2.9986 | LR: 3.14e-04 | 1782.5ms/step | 11.2 samples/s +Step 18830/44000 | Loss: 2.9464 | LR: 3.14e-04 | 1783.4ms/step | 11.2 samples/s +Step 18840/44000 | Loss: 2.9397 | LR: 3.13e-04 | 1783.2ms/step | 11.2 samples/s +Step 18850/44000 | Loss: 2.9791 | LR: 3.13e-04 | 1783.6ms/step | 11.2 samples/s +Step 18860/44000 | Loss: 2.9596 | LR: 3.13e-04 | 1783.5ms/step | 11.2 samples/s +Step 18870/44000 | Loss: 2.9497 | LR: 3.13e-04 | 1783.7ms/step | 11.2 samples/s +Step 18880/44000 | Loss: 2.9688 | LR: 3.13e-04 | 1783.8ms/step | 11.2 samples/s +Step 18890/44000 | Loss: 2.9681 | LR: 3.13e-04 | 1784.2ms/step | 11.2 samples/s +Step 18900/44000 | Loss: 2.9671 | LR: 3.12e-04 | 1784.4ms/step | 11.2 samples/s +Step 18910/44000 | Loss: 2.9530 | LR: 3.12e-04 | 1784.7ms/step | 11.2 samples/s +Step 18920/44000 | Loss: 2.9778 | LR: 3.12e-04 | 1784.4ms/step | 11.2 samples/s +Step 18930/44000 | Loss: 3.0043 | LR: 3.12e-04 | 1783.4ms/step | 11.2 samples/s +Step 18940/44000 | Loss: 2.9871 | LR: 3.12e-04 | 1782.7ms/step | 11.2 samples/s +Step 18950/44000 | Loss: 2.9887 | LR: 3.12e-04 | 1782.5ms/step | 11.2 samples/s +Step 18960/44000 | Loss: 2.9920 | LR: 3.11e-04 | 1783.0ms/step | 11.2 samples/s +Step 18970/44000 | Loss: 2.9774 | LR: 3.11e-04 | 1783.8ms/step | 11.2 samples/s +Step 18980/44000 | Loss: 2.9757 | LR: 3.11e-04 | 1782.9ms/step | 11.2 samples/s +Step 18990/44000 | Loss: 2.9514 | LR: 3.11e-04 | 1783.4ms/step | 11.2 samples/s +Step 19000/44000 | Loss: 2.9648 | LR: 3.11e-04 | 1782.4ms/step | 11.2 samples/s +Validation at step 19000: Loss = 2.9626, Perplexity = 19.35 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-19000 +Step 19010/44000 | Loss: 2.9803 | LR: 3.11e-04 | 3584.0ms/step | 5.6 samples/s +Step 19020/44000 | Loss: 2.9681 | LR: 3.10e-04 | 1785.4ms/step | 11.2 samples/s +Step 19030/44000 | Loss: 2.9647 | LR: 3.10e-04 | 1786.4ms/step | 11.2 samples/s +Step 19040/44000 | Loss: 2.9520 | LR: 3.10e-04 | 1786.3ms/step | 11.2 samples/s +Step 19050/44000 | Loss: 3.0237 | LR: 3.10e-04 | 1787.6ms/step | 11.2 samples/s +Step 19060/44000 | Loss: 2.9959 | LR: 3.10e-04 | 1785.9ms/step | 11.2 samples/s +Step 19070/44000 | Loss: 2.9645 | LR: 3.09e-04 | 1787.2ms/step | 11.2 samples/s +Step 19080/44000 | Loss: 3.0128 | LR: 3.09e-04 | 1784.9ms/step | 11.2 samples/s +Step 19090/44000 | Loss: 2.9736 | LR: 3.09e-04 | 1786.8ms/step | 11.2 samples/s +Step 19100/44000 | Loss: 3.0043 | LR: 3.09e-04 | 1786.2ms/step | 11.2 samples/s +Step 19110/44000 | Loss: 3.0010 | LR: 3.09e-04 | 1787.1ms/step | 11.2 samples/s +Step 19120/44000 | Loss: 3.0102 | LR: 3.09e-04 | 1786.1ms/step | 11.2 samples/s +Step 19130/44000 | Loss: 3.0016 | LR: 3.08e-04 | 1786.9ms/step | 11.2 samples/s +Step 19140/44000 | Loss: 3.0037 | LR: 3.08e-04 | 1785.6ms/step | 11.2 samples/s +Step 19150/44000 | Loss: 2.9993 | LR: 3.08e-04 | 1787.7ms/step | 11.2 samples/s +Step 19160/44000 | Loss: 2.9615 | LR: 3.08e-04 | 1787.0ms/step | 11.2 samples/s +Step 19170/44000 | Loss: 3.0020 | LR: 3.08e-04 | 1786.2ms/step | 11.2 samples/s +Step 19180/44000 | Loss: 3.0121 | LR: 3.08e-04 | 1785.0ms/step | 11.2 samples/s +Step 19190/44000 | Loss: 2.9320 | LR: 3.07e-04 | 1786.2ms/step | 11.2 samples/s +Step 19200/44000 | Loss: 2.9542 | LR: 3.07e-04 | 1786.1ms/step | 11.2 samples/s +Step 19210/44000 | Loss: 2.9760 | LR: 3.07e-04 | 1785.5ms/step | 11.2 samples/s +Step 19220/44000 | Loss: 3.0029 | LR: 3.07e-04 | 1785.0ms/step | 11.2 samples/s +Step 19230/44000 | Loss: 2.9765 | LR: 3.07e-04 | 1786.1ms/step | 11.2 samples/s +Step 19240/44000 | Loss: 2.9915 | LR: 3.06e-04 | 1786.2ms/step | 11.2 samples/s +Step 19250/44000 | Loss: 2.9664 | LR: 3.06e-04 | 1786.1ms/step | 11.2 samples/s +Step 19260/44000 | Loss: 2.9532 | LR: 3.06e-04 | 1785.8ms/step | 11.2 samples/s +Step 19270/44000 | Loss: 2.9631 | LR: 3.06e-04 | 1784.7ms/step | 11.2 samples/s +Step 19280/44000 | Loss: 3.0000 | LR: 3.06e-04 | 1786.2ms/step | 11.2 samples/s +Step 19290/44000 | Loss: 2.9515 | LR: 3.06e-04 | 1784.9ms/step | 11.2 samples/s +Step 19300/44000 | Loss: 2.9979 | LR: 3.05e-04 | 1786.6ms/step | 11.2 samples/s +Step 19310/44000 | Loss: 2.9852 | LR: 3.05e-04 | 1786.5ms/step | 11.2 samples/s +Step 19320/44000 | Loss: 2.9740 | LR: 3.05e-04 | 1786.5ms/step | 11.2 samples/s +Step 19330/44000 | Loss: 2.9537 | LR: 3.05e-04 | 1786.3ms/step | 11.2 samples/s +Step 19340/44000 | Loss: 2.9845 | LR: 3.05e-04 | 1786.3ms/step | 11.2 samples/s +Step 19350/44000 | Loss: 2.9603 | LR: 3.04e-04 | 1785.3ms/step | 11.2 samples/s +Step 19360/44000 | Loss: 2.9405 | LR: 3.04e-04 | 1784.9ms/step | 11.2 samples/s +Step 19370/44000 | Loss: 2.9557 | LR: 3.04e-04 | 1784.2ms/step | 11.2 samples/s +Step 19380/44000 | Loss: 2.9809 | LR: 3.04e-04 | 1785.4ms/step | 11.2 samples/s +Step 19390/44000 | Loss: 2.9811 | LR: 3.04e-04 | 1784.9ms/step | 11.2 samples/s +Step 19400/44000 | Loss: 2.9769 | LR: 3.04e-04 | 1787.2ms/step | 11.2 samples/s +Step 19410/44000 | Loss: 2.9840 | LR: 3.03e-04 | 1786.3ms/step | 11.2 samples/s +Step 19420/44000 | Loss: 2.9710 | LR: 3.03e-04 | 1786.6ms/step | 11.2 samples/s +Step 19430/44000 | Loss: 2.9264 | LR: 3.03e-04 | 1784.7ms/step | 11.2 samples/s +Step 19440/44000 | Loss: 2.9834 | LR: 3.03e-04 | 1785.9ms/step | 11.2 samples/s +Step 19450/44000 | Loss: 3.0116 | LR: 3.03e-04 | 1785.7ms/step | 11.2 samples/s +Step 19460/44000 | Loss: 2.9537 | LR: 3.03e-04 | 1787.3ms/step | 11.2 samples/s +Step 19470/44000 | Loss: 2.9745 | LR: 3.02e-04 | 1788.1ms/step | 11.2 samples/s +Step 19480/44000 | Loss: 2.9615 | LR: 3.02e-04 | 1786.2ms/step | 11.2 samples/s +Step 19490/44000 | Loss: 2.9910 | LR: 3.02e-04 | 1786.4ms/step | 11.2 samples/s +Step 19500/44000 | Loss: 3.0047 | LR: 3.02e-04 | 1787.2ms/step | 11.2 samples/s +Step 19510/44000 | Loss: 2.9671 | LR: 3.02e-04 | 1785.6ms/step | 11.2 samples/s +Step 19520/44000 | Loss: 2.9678 | LR: 3.01e-04 | 1785.5ms/step | 11.2 samples/s +Step 19530/44000 | Loss: 2.9600 | LR: 3.01e-04 | 1785.8ms/step | 11.2 samples/s +Step 19540/44000 | Loss: 2.9711 | LR: 3.01e-04 | 1785.8ms/step | 11.2 samples/s +Step 19550/44000 | Loss: 2.9762 | LR: 3.01e-04 | 1786.3ms/step | 11.2 samples/s +Step 19560/44000 | Loss: 2.9826 | LR: 3.01e-04 | 1785.5ms/step | 11.2 samples/s +Step 19570/44000 | Loss: 2.9861 | LR: 3.01e-04 | 1785.6ms/step | 11.2 samples/s +Step 19580/44000 | Loss: 2.9780 | LR: 3.00e-04 | 1785.7ms/step | 11.2 samples/s +Step 19590/44000 | Loss: 2.9711 | LR: 3.00e-04 | 1785.8ms/step | 11.2 samples/s +Step 19600/44000 | Loss: 2.9793 | LR: 3.00e-04 | 1785.5ms/step | 11.2 samples/s +Step 19610/44000 | Loss: 3.0148 | LR: 3.00e-04 | 1785.2ms/step | 11.2 samples/s +Step 19620/44000 | Loss: 3.0110 | LR: 3.00e-04 | 1782.6ms/step | 11.2 samples/s +Step 19630/44000 | Loss: 2.9517 | LR: 3.00e-04 | 1785.6ms/step | 11.2 samples/s +Step 19640/44000 | Loss: 2.9868 | LR: 2.99e-04 | 1785.3ms/step | 11.2 samples/s +Step 19650/44000 | Loss: 2.9841 | LR: 2.99e-04 | 1786.1ms/step | 11.2 samples/s +Step 19660/44000 | Loss: 2.9842 | LR: 2.99e-04 | 1784.9ms/step | 11.2 samples/s +Step 19670/44000 | Loss: 3.0168 | LR: 2.99e-04 | 1786.1ms/step | 11.2 samples/s +Step 19680/44000 | Loss: 2.9891 | LR: 2.99e-04 | 1785.7ms/step | 11.2 samples/s +Step 19690/44000 | Loss: 2.9710 | LR: 2.98e-04 | 1786.8ms/step | 11.2 samples/s +Step 19700/44000 | Loss: 2.9777 | LR: 2.98e-04 | 1786.5ms/step | 11.2 samples/s +Step 19710/44000 | Loss: 2.9780 | LR: 2.98e-04 | 1787.1ms/step | 11.2 samples/s +Step 19720/44000 | Loss: 3.0133 | LR: 2.98e-04 | 1787.6ms/step | 11.2 samples/s +Step 19730/44000 | Loss: 2.9665 | LR: 2.98e-04 | 1786.6ms/step | 11.2 samples/s +Step 19740/44000 | Loss: 2.9740 | LR: 2.98e-04 | 1785.4ms/step | 11.2 samples/s +Step 19750/44000 | Loss: 2.9987 | LR: 2.97e-04 | 1786.4ms/step | 11.2 samples/s +Step 19760/44000 | Loss: 2.9649 | LR: 2.97e-04 | 1785.2ms/step | 11.2 samples/s +Step 19770/44000 | Loss: 2.9672 | LR: 2.97e-04 | 1786.0ms/step | 11.2 samples/s +Step 19780/44000 | Loss: 2.9803 | LR: 2.97e-04 | 1785.9ms/step | 11.2 samples/s +Step 19790/44000 | Loss: 3.0131 | LR: 2.97e-04 | 1785.7ms/step | 11.2 samples/s +Step 19800/44000 | Loss: 2.9232 | LR: 2.96e-04 | 1785.6ms/step | 11.2 samples/s +Step 19810/44000 | Loss: 2.9741 | LR: 2.96e-04 | 1785.9ms/step | 11.2 samples/s +Step 19820/44000 | Loss: 3.0011 | LR: 2.96e-04 | 1785.4ms/step | 11.2 samples/s +Step 19830/44000 | Loss: 2.9685 | LR: 2.96e-04 | 1785.9ms/step | 11.2 samples/s +Step 19840/44000 | Loss: 3.0102 | LR: 2.96e-04 | 1785.9ms/step | 11.2 samples/s +Step 19850/44000 | Loss: 2.9582 | LR: 2.96e-04 | 1786.0ms/step | 11.2 samples/s +Step 19860/44000 | Loss: 3.0023 | LR: 2.95e-04 | 1786.2ms/step | 11.2 samples/s +Step 19870/44000 | Loss: 2.9845 | LR: 2.95e-04 | 1785.1ms/step | 11.2 samples/s +Step 19880/44000 | Loss: 3.0251 | LR: 2.95e-04 | 1785.3ms/step | 11.2 samples/s +Step 19890/44000 | Loss: 2.9631 | LR: 2.95e-04 | 1785.0ms/step | 11.2 samples/s +Step 19900/44000 | Loss: 2.9846 | LR: 2.95e-04 | 1786.8ms/step | 11.2 samples/s +Step 19910/44000 | Loss: 2.9572 | LR: 2.95e-04 | 1785.3ms/step | 11.2 samples/s +Step 19920/44000 | Loss: 2.9981 | LR: 2.94e-04 | 1784.7ms/step | 11.2 samples/s +Step 19930/44000 | Loss: 2.9439 | LR: 2.94e-04 | 1784.0ms/step | 11.2 samples/s +Step 19940/44000 | Loss: 2.9729 | LR: 2.94e-04 | 1785.8ms/step | 11.2 samples/s +Step 19950/44000 | Loss: 2.9531 | LR: 2.94e-04 | 1784.2ms/step | 11.2 samples/s +Step 19960/44000 | Loss: 2.9860 | LR: 2.94e-04 | 1784.4ms/step | 11.2 samples/s +Step 19970/44000 | Loss: 2.9534 | LR: 2.93e-04 | 1783.5ms/step | 11.2 samples/s +Step 19980/44000 | Loss: 2.9586 | LR: 2.93e-04 | 1784.1ms/step | 11.2 samples/s +Step 19990/44000 | Loss: 2.9507 | LR: 2.93e-04 | 1784.3ms/step | 11.2 samples/s +Step 20000/44000 | Loss: 2.9806 | LR: 2.93e-04 | 1784.9ms/step | 11.2 samples/s +Validation at step 20000: Loss = 2.9514, Perplexity = 19.13 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-20000 +Step 20010/44000 | Loss: 2.9525 | LR: 2.93e-04 | 3588.2ms/step | 5.6 samples/s +Step 20020/44000 | Loss: 2.9913 | LR: 2.93e-04 | 1784.6ms/step | 11.2 samples/s +Step 20030/44000 | Loss: 2.9715 | LR: 2.92e-04 | 1785.8ms/step | 11.2 samples/s +Step 20040/44000 | Loss: 2.9938 | LR: 2.92e-04 | 1784.2ms/step | 11.2 samples/s +Step 20050/44000 | Loss: 2.9420 | LR: 2.92e-04 | 1784.0ms/step | 11.2 samples/s +Step 20060/44000 | Loss: 2.9639 | LR: 2.92e-04 | 1783.9ms/step | 11.2 samples/s +Step 20070/44000 | Loss: 3.0013 | LR: 2.92e-04 | 1784.7ms/step | 11.2 samples/s +Step 20080/44000 | Loss: 2.9357 | LR: 2.91e-04 | 1784.5ms/step | 11.2 samples/s +Step 20090/44000 | Loss: 2.9849 | LR: 2.91e-04 | 1784.5ms/step | 11.2 samples/s +Step 20100/44000 | Loss: 2.9498 | LR: 2.91e-04 | 1784.7ms/step | 11.2 samples/s +Step 20110/44000 | Loss: 2.9376 | LR: 2.91e-04 | 1785.1ms/step | 11.2 samples/s +Step 20120/44000 | Loss: 2.9287 | LR: 2.91e-04 | 1784.4ms/step | 11.2 samples/s +Step 20130/44000 | Loss: 2.9613 | LR: 2.91e-04 | 1784.2ms/step | 11.2 samples/s +Step 20140/44000 | Loss: 2.9598 | LR: 2.90e-04 | 1786.0ms/step | 11.2 samples/s +Step 20150/44000 | Loss: 2.9421 | LR: 2.90e-04 | 1785.0ms/step | 11.2 samples/s +Step 20160/44000 | Loss: 3.0087 | LR: 2.90e-04 | 1784.8ms/step | 11.2 samples/s +Step 20170/44000 | Loss: 2.9875 | LR: 2.90e-04 | 1784.1ms/step | 11.2 samples/s +Step 20180/44000 | Loss: 2.9414 | LR: 2.90e-04 | 1784.9ms/step | 11.2 samples/s +Step 20190/44000 | Loss: 2.9603 | LR: 2.90e-04 | 1784.0ms/step | 11.2 samples/s +Step 20200/44000 | Loss: 2.9277 | LR: 2.89e-04 | 1786.8ms/step | 11.2 samples/s +Step 20210/44000 | Loss: 2.9626 | LR: 2.89e-04 | 1784.3ms/step | 11.2 samples/s +Step 20220/44000 | Loss: 2.9394 | LR: 2.89e-04 | 1788.5ms/step | 11.2 samples/s +Step 20230/44000 | Loss: 2.9337 | LR: 2.89e-04 | 1784.7ms/step | 11.2 samples/s +Step 20240/44000 | Loss: 2.9535 | LR: 2.89e-04 | 1786.2ms/step | 11.2 samples/s +Step 20250/44000 | Loss: 2.9984 | LR: 2.88e-04 | 1785.6ms/step | 11.2 samples/s +Step 20260/44000 | Loss: 2.9629 | LR: 2.88e-04 | 1787.2ms/step | 11.2 samples/s +Step 20270/44000 | Loss: 2.9640 | LR: 2.88e-04 | 1784.1ms/step | 11.2 samples/s +Step 20280/44000 | Loss: 2.9570 | LR: 2.88e-04 | 1786.5ms/step | 11.2 samples/s +Step 20290/44000 | Loss: 2.9456 | LR: 2.88e-04 | 1786.6ms/step | 11.2 samples/s +Step 20300/44000 | Loss: 2.9794 | LR: 2.88e-04 | 1784.1ms/step | 11.2 samples/s +Step 20310/44000 | Loss: 2.9673 | LR: 2.87e-04 | 1785.3ms/step | 11.2 samples/s +Step 20320/44000 | Loss: 2.9821 | LR: 2.87e-04 | 1785.3ms/step | 11.2 samples/s +Step 20330/44000 | Loss: 2.9740 | LR: 2.87e-04 | 1784.6ms/step | 11.2 samples/s +Step 20340/44000 | Loss: 2.9713 | LR: 2.87e-04 | 1784.0ms/step | 11.2 samples/s +Step 20350/44000 | Loss: 2.9644 | LR: 2.87e-04 | 1786.9ms/step | 11.2 samples/s +Step 20360/44000 | Loss: 2.9474 | LR: 2.86e-04 | 1785.9ms/step | 11.2 samples/s +Step 20370/44000 | Loss: 2.9757 | LR: 2.86e-04 | 1786.2ms/step | 11.2 samples/s +Step 20380/44000 | Loss: 2.9547 | LR: 2.86e-04 | 1784.9ms/step | 11.2 samples/s +Step 20390/44000 | Loss: 2.9301 | LR: 2.86e-04 | 1784.8ms/step | 11.2 samples/s +Step 20400/44000 | Loss: 2.9666 | LR: 2.86e-04 | 1784.2ms/step | 11.2 samples/s +Step 20410/44000 | Loss: 2.9617 | LR: 2.86e-04 | 1785.0ms/step | 11.2 samples/s +Step 20420/44000 | Loss: 2.9757 | LR: 2.85e-04 | 1786.5ms/step | 11.2 samples/s +Step 20430/44000 | Loss: 2.9885 | LR: 2.85e-04 | 1785.8ms/step | 11.2 samples/s +Step 20440/44000 | Loss: 2.9902 | LR: 2.85e-04 | 1784.2ms/step | 11.2 samples/s +Step 20450/44000 | Loss: 2.9591 | LR: 2.85e-04 | 1785.5ms/step | 11.2 samples/s +Step 20460/44000 | Loss: 2.9288 | LR: 2.85e-04 | 1784.3ms/step | 11.2 samples/s +Step 20470/44000 | Loss: 2.9821 | LR: 2.84e-04 | 1785.2ms/step | 11.2 samples/s +Step 20480/44000 | Loss: 2.9736 | LR: 2.84e-04 | 1784.5ms/step | 11.2 samples/s +Step 20490/44000 | Loss: 2.9740 | LR: 2.84e-04 | 1785.8ms/step | 11.2 samples/s +Step 20500/44000 | Loss: 2.9178 | LR: 2.84e-04 | 1784.6ms/step | 11.2 samples/s +Step 20510/44000 | Loss: 3.0172 | LR: 2.84e-04 | 1785.1ms/step | 11.2 samples/s +Step 20520/44000 | Loss: 2.9671 | LR: 2.84e-04 | 1784.5ms/step | 11.2 samples/s +Step 20530/44000 | Loss: 2.9320 | LR: 2.83e-04 | 1784.8ms/step | 11.2 samples/s +Step 20540/44000 | Loss: 2.9589 | LR: 2.83e-04 | 1785.2ms/step | 11.2 samples/s +Step 20550/44000 | Loss: 2.9659 | LR: 2.83e-04 | 1783.8ms/step | 11.2 samples/s +Step 20560/44000 | Loss: 2.9420 | LR: 2.83e-04 | 1784.0ms/step | 11.2 samples/s +Step 20570/44000 | Loss: 2.9842 | LR: 2.83e-04 | 1783.3ms/step | 11.2 samples/s +Step 20580/44000 | Loss: 2.9633 | LR: 2.83e-04 | 1784.6ms/step | 11.2 samples/s +Step 20590/44000 | Loss: 2.9772 | LR: 2.82e-04 | 1784.5ms/step | 11.2 samples/s +Step 20600/44000 | Loss: 2.9824 | LR: 2.82e-04 | 1785.4ms/step | 11.2 samples/s +Step 20610/44000 | Loss: 2.9429 | LR: 2.82e-04 | 1784.3ms/step | 11.2 samples/s +Step 20620/44000 | Loss: 2.9572 | LR: 2.82e-04 | 1784.1ms/step | 11.2 samples/s +Step 20630/44000 | Loss: 2.9799 | LR: 2.82e-04 | 1783.6ms/step | 11.2 samples/s +Step 20640/44000 | Loss: 2.9444 | LR: 2.81e-04 | 1784.2ms/step | 11.2 samples/s +Step 20650/44000 | Loss: 2.9568 | LR: 2.81e-04 | 1783.0ms/step | 11.2 samples/s +Step 20660/44000 | Loss: 2.9536 | LR: 2.81e-04 | 1784.0ms/step | 11.2 samples/s +Step 20670/44000 | Loss: 2.9776 | LR: 2.81e-04 | 1783.2ms/step | 11.2 samples/s +Step 20680/44000 | Loss: 2.9186 | LR: 2.81e-04 | 1783.7ms/step | 11.2 samples/s +Step 20690/44000 | Loss: 2.9539 | LR: 2.81e-04 | 1783.3ms/step | 11.2 samples/s +Step 20700/44000 | Loss: 2.9371 | LR: 2.80e-04 | 1785.0ms/step | 11.2 samples/s +Step 20710/44000 | Loss: 2.9530 | LR: 2.80e-04 | 1784.1ms/step | 11.2 samples/s +Step 20720/44000 | Loss: 2.9832 | LR: 2.80e-04 | 1786.5ms/step | 11.2 samples/s +Step 20730/44000 | Loss: 2.9093 | LR: 2.80e-04 | 1786.4ms/step | 11.2 samples/s +Step 20740/44000 | Loss: 2.9929 | LR: 2.80e-04 | 1784.8ms/step | 11.2 samples/s +Step 20750/44000 | Loss: 2.9719 | LR: 2.79e-04 | 1784.1ms/step | 11.2 samples/s +Step 20760/44000 | Loss: 3.0116 | LR: 2.79e-04 | 1783.6ms/step | 11.2 samples/s +Step 20770/44000 | Loss: 2.9461 | LR: 2.79e-04 | 1783.8ms/step | 11.2 samples/s +Step 20780/44000 | Loss: 2.9501 | LR: 2.79e-04 | 1783.9ms/step | 11.2 samples/s +Step 20790/44000 | Loss: 2.9585 | LR: 2.79e-04 | 1783.8ms/step | 11.2 samples/s +Step 20800/44000 | Loss: 2.9744 | LR: 2.79e-04 | 1783.7ms/step | 11.2 samples/s +Step 20810/44000 | Loss: 2.9439 | LR: 2.78e-04 | 1784.1ms/step | 11.2 samples/s +Step 20820/44000 | Loss: 2.9059 | LR: 2.78e-04 | 1783.4ms/step | 11.2 samples/s +Step 20830/44000 | Loss: 2.9289 | LR: 2.78e-04 | 1785.1ms/step | 11.2 samples/s +Step 20840/44000 | Loss: 2.9486 | LR: 2.78e-04 | 1783.8ms/step | 11.2 samples/s +Step 20850/44000 | Loss: 2.9122 | LR: 2.78e-04 | 1785.2ms/step | 11.2 samples/s +Step 20860/44000 | Loss: 3.0248 | LR: 2.77e-04 | 1784.2ms/step | 11.2 samples/s +Step 20870/44000 | Loss: 2.9592 | LR: 2.77e-04 | 1792.6ms/step | 11.2 samples/s +Step 20880/44000 | Loss: 2.9901 | LR: 2.77e-04 | 1788.2ms/step | 11.2 samples/s +Step 20890/44000 | Loss: 2.9332 | LR: 2.77e-04 | 1785.5ms/step | 11.2 samples/s +Step 20900/44000 | Loss: 2.9794 | LR: 2.77e-04 | 1784.2ms/step | 11.2 samples/s +Step 20910/44000 | Loss: 2.9616 | LR: 2.77e-04 | 1784.8ms/step | 11.2 samples/s +Step 20920/44000 | Loss: 2.9739 | LR: 2.76e-04 | 1784.1ms/step | 11.2 samples/s +Step 20930/44000 | Loss: 2.9450 | LR: 2.76e-04 | 1785.6ms/step | 11.2 samples/s +Step 20940/44000 | Loss: 2.9973 | LR: 2.76e-04 | 1786.0ms/step | 11.2 samples/s +Step 20950/44000 | Loss: 2.9661 | LR: 2.76e-04 | 1787.1ms/step | 11.2 samples/s +Step 20960/44000 | Loss: 2.9288 | LR: 2.76e-04 | 1784.9ms/step | 11.2 samples/s +Step 20970/44000 | Loss: 2.9681 | LR: 2.75e-04 | 1785.0ms/step | 11.2 samples/s +Step 20980/44000 | Loss: 2.9672 | LR: 2.75e-04 | 1785.5ms/step | 11.2 samples/s +Step 20990/44000 | Loss: 2.9756 | LR: 2.75e-04 | 1784.5ms/step | 11.2 samples/s +Step 21000/44000 | Loss: 2.9553 | LR: 2.75e-04 | 1785.9ms/step | 11.2 samples/s +Validation at step 21000: Loss = 2.9396, Perplexity = 18.91 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-21000 +Step 21010/44000 | Loss: 2.9004 | LR: 2.75e-04 | 3591.0ms/step | 5.6 samples/s +Step 21020/44000 | Loss: 2.9762 | LR: 2.75e-04 | 1782.9ms/step | 11.2 samples/s +Step 21030/44000 | Loss: 2.9528 | LR: 2.74e-04 | 1783.8ms/step | 11.2 samples/s +Step 21040/44000 | Loss: 2.9749 | LR: 2.74e-04 | 1784.6ms/step | 11.2 samples/s +Step 21050/44000 | Loss: 2.9377 | LR: 2.74e-04 | 1784.3ms/step | 11.2 samples/s +Step 21060/44000 | Loss: 2.9398 | LR: 2.74e-04 | 1783.0ms/step | 11.2 samples/s +Step 21070/44000 | Loss: 2.9675 | LR: 2.74e-04 | 1784.6ms/step | 11.2 samples/s +Step 21080/44000 | Loss: 2.9737 | LR: 2.73e-04 | 1783.6ms/step | 11.2 samples/s +Step 21090/44000 | Loss: 3.0046 | LR: 2.73e-04 | 1784.6ms/step | 11.2 samples/s +Step 21100/44000 | Loss: 2.9257 | LR: 2.73e-04 | 1783.4ms/step | 11.2 samples/s +Step 21110/44000 | Loss: 2.9474 | LR: 2.73e-04 | 1784.4ms/step | 11.2 samples/s +Step 21120/44000 | Loss: 2.9563 | LR: 2.73e-04 | 1783.2ms/step | 11.2 samples/s +Step 21130/44000 | Loss: 2.9624 | LR: 2.73e-04 | 1783.9ms/step | 11.2 samples/s +Step 21140/44000 | Loss: 2.9489 | LR: 2.72e-04 | 1784.2ms/step | 11.2 samples/s +Step 21150/44000 | Loss: 2.9244 | LR: 2.72e-04 | 1785.5ms/step | 11.2 samples/s +Step 21160/44000 | Loss: 2.9642 | LR: 2.72e-04 | 1784.0ms/step | 11.2 samples/s +Step 21170/44000 | Loss: 2.9359 | LR: 2.72e-04 | 1783.6ms/step | 11.2 samples/s +Step 21180/44000 | Loss: 2.9125 | LR: 2.72e-04 | 1782.5ms/step | 11.2 samples/s +Step 21190/44000 | Loss: 2.9541 | LR: 2.71e-04 | 1783.9ms/step | 11.2 samples/s +Step 21200/44000 | Loss: 2.9062 | LR: 2.71e-04 | 1784.2ms/step | 11.2 samples/s +Step 21210/44000 | Loss: 2.9329 | LR: 2.71e-04 | 1784.6ms/step | 11.2 samples/s +Step 21220/44000 | Loss: 2.9098 | LR: 2.71e-04 | 1784.3ms/step | 11.2 samples/s +Step 21230/44000 | Loss: 2.9342 | LR: 2.71e-04 | 1785.1ms/step | 11.2 samples/s +Step 21240/44000 | Loss: 2.9464 | LR: 2.71e-04 | 1785.3ms/step | 11.2 samples/s +Step 21250/44000 | Loss: 2.9395 | LR: 2.70e-04 | 1786.7ms/step | 11.2 samples/s +Step 21260/44000 | Loss: 2.9534 | LR: 2.70e-04 | 1785.1ms/step | 11.2 samples/s +Step 21270/44000 | Loss: 2.9706 | LR: 2.70e-04 | 1784.1ms/step | 11.2 samples/s +Step 21280/44000 | Loss: 2.9487 | LR: 2.70e-04 | 1784.4ms/step | 11.2 samples/s +Step 21290/44000 | Loss: 2.9144 | LR: 2.70e-04 | 1783.1ms/step | 11.2 samples/s +Step 21300/44000 | Loss: 2.9522 | LR: 2.70e-04 | 1784.1ms/step | 11.2 samples/s +Step 21310/44000 | Loss: 2.9817 | LR: 2.69e-04 | 1783.2ms/step | 11.2 samples/s +Step 21320/44000 | Loss: 2.9461 | LR: 2.69e-04 | 1785.1ms/step | 11.2 samples/s +Step 21330/44000 | Loss: 2.9692 | LR: 2.69e-04 | 1782.8ms/step | 11.2 samples/s +Step 21340/44000 | Loss: 2.9745 | LR: 2.69e-04 | 1783.7ms/step | 11.2 samples/s +Step 21350/44000 | Loss: 2.9756 | LR: 2.69e-04 | 1783.4ms/step | 11.2 samples/s +Step 21360/44000 | Loss: 2.9168 | LR: 2.68e-04 | 1784.6ms/step | 11.2 samples/s +Step 21370/44000 | Loss: 2.9945 | LR: 2.68e-04 | 1784.1ms/step | 11.2 samples/s +Step 21380/44000 | Loss: 2.9426 | LR: 2.68e-04 | 1782.8ms/step | 11.2 samples/s +Step 21390/44000 | Loss: 2.9864 | LR: 2.68e-04 | 1782.4ms/step | 11.2 samples/s +Step 21400/44000 | Loss: 3.0251 | LR: 2.68e-04 | 1782.9ms/step | 11.2 samples/s +Step 21410/44000 | Loss: 2.9505 | LR: 2.68e-04 | 1783.3ms/step | 11.2 samples/s +Step 21420/44000 | Loss: 2.9903 | LR: 2.67e-04 | 1784.0ms/step | 11.2 samples/s +Step 21430/44000 | Loss: 2.9451 | LR: 2.67e-04 | 1783.5ms/step | 11.2 samples/s +Step 21440/44000 | Loss: 2.9615 | LR: 2.67e-04 | 1784.3ms/step | 11.2 samples/s +Step 21450/44000 | Loss: 2.9595 | LR: 2.67e-04 | 1783.8ms/step | 11.2 samples/s +Step 21460/44000 | Loss: 2.9730 | LR: 2.67e-04 | 1783.3ms/step | 11.2 samples/s +Step 21470/44000 | Loss: 2.9147 | LR: 2.66e-04 | 1784.8ms/step | 11.2 samples/s +Step 21480/44000 | Loss: 2.9483 | LR: 2.66e-04 | 1783.7ms/step | 11.2 samples/s +Step 21490/44000 | Loss: 2.9476 | LR: 2.66e-04 | 1783.9ms/step | 11.2 samples/s +Step 21500/44000 | Loss: 2.9503 | LR: 2.66e-04 | 1783.3ms/step | 11.2 samples/s +Step 21510/44000 | Loss: 2.9316 | LR: 2.66e-04 | 1783.8ms/step | 11.2 samples/s +Step 21520/44000 | Loss: 2.9278 | LR: 2.66e-04 | 1783.0ms/step | 11.2 samples/s +Step 21530/44000 | Loss: 2.9478 | LR: 2.65e-04 | 1784.2ms/step | 11.2 samples/s +Step 21540/44000 | Loss: 2.9481 | LR: 2.65e-04 | 1783.2ms/step | 11.2 samples/s +Step 21550/44000 | Loss: 2.9387 | LR: 2.65e-04 | 1784.6ms/step | 11.2 samples/s +Step 21560/44000 | Loss: 2.9281 | LR: 2.65e-04 | 1784.4ms/step | 11.2 samples/s +Step 21570/44000 | Loss: 2.9686 | LR: 2.65e-04 | 1783.5ms/step | 11.2 samples/s +Step 21580/44000 | Loss: 2.9503 | LR: 2.64e-04 | 1783.2ms/step | 11.2 samples/s +Step 21590/44000 | Loss: 2.9576 | LR: 2.64e-04 | 1784.0ms/step | 11.2 samples/s +Step 21600/44000 | Loss: 2.9265 | LR: 2.64e-04 | 1783.0ms/step | 11.2 samples/s +Step 21610/44000 | Loss: 2.9480 | LR: 2.64e-04 | 1783.4ms/step | 11.2 samples/s +Step 21620/44000 | Loss: 2.9793 | LR: 2.64e-04 | 1782.8ms/step | 11.2 samples/s +Step 21630/44000 | Loss: 2.9569 | LR: 2.64e-04 | 1782.6ms/step | 11.2 samples/s +Step 21640/44000 | Loss: 2.9689 | LR: 2.63e-04 | 1782.5ms/step | 11.2 samples/s +Step 21650/44000 | Loss: 2.9492 | LR: 2.63e-04 | 1782.6ms/step | 11.2 samples/s +Step 21660/44000 | Loss: 2.9155 | LR: 2.63e-04 | 1784.1ms/step | 11.2 samples/s +Step 21670/44000 | Loss: 2.9601 | LR: 2.63e-04 | 1783.5ms/step | 11.2 samples/s +Step 21680/44000 | Loss: 2.9736 | LR: 2.63e-04 | 1783.7ms/step | 11.2 samples/s +Step 21690/44000 | Loss: 2.9557 | LR: 2.62e-04 | 1783.2ms/step | 11.2 samples/s +Step 21700/44000 | Loss: 2.9446 | LR: 2.62e-04 | 1784.6ms/step | 11.2 samples/s +Step 21710/44000 | Loss: 2.9369 | LR: 2.62e-04 | 1784.9ms/step | 11.2 samples/s +Step 21720/44000 | Loss: 3.0092 | LR: 2.62e-04 | 1784.3ms/step | 11.2 samples/s +Step 21730/44000 | Loss: 2.9173 | LR: 2.62e-04 | 1784.2ms/step | 11.2 samples/s +Step 21740/44000 | Loss: 2.9280 | LR: 2.62e-04 | 1784.7ms/step | 11.2 samples/s +Step 21750/44000 | Loss: 2.9393 | LR: 2.61e-04 | 1784.1ms/step | 11.2 samples/s +Step 21760/44000 | Loss: 2.9398 | LR: 2.61e-04 | 1785.0ms/step | 11.2 samples/s +Step 21770/44000 | Loss: 2.9675 | LR: 2.61e-04 | 1785.3ms/step | 11.2 samples/s +Step 21780/44000 | Loss: 2.9116 | LR: 2.61e-04 | 1785.5ms/step | 11.2 samples/s +Step 21790/44000 | Loss: 2.9578 | LR: 2.61e-04 | 1784.4ms/step | 11.2 samples/s +Step 21800/44000 | Loss: 2.8972 | LR: 2.60e-04 | 1785.4ms/step | 11.2 samples/s +Step 21810/44000 | Loss: 2.9899 | LR: 2.60e-04 | 1784.3ms/step | 11.2 samples/s +Step 21820/44000 | Loss: 2.9564 | LR: 2.60e-04 | 1784.9ms/step | 11.2 samples/s +Step 21830/44000 | Loss: 2.9341 | LR: 2.60e-04 | 1784.9ms/step | 11.2 samples/s +Step 21840/44000 | Loss: 2.9223 | LR: 2.60e-04 | 1784.8ms/step | 11.2 samples/s +Step 21850/44000 | Loss: 2.9339 | LR: 2.60e-04 | 1784.1ms/step | 11.2 samples/s +Step 21860/44000 | Loss: 2.9618 | LR: 2.59e-04 | 1784.8ms/step | 11.2 samples/s +Step 21870/44000 | Loss: 2.9161 | LR: 2.59e-04 | 1785.1ms/step | 11.2 samples/s +Step 21880/44000 | Loss: 2.9389 | LR: 2.59e-04 | 1784.0ms/step | 11.2 samples/s +Step 21890/44000 | Loss: 2.9089 | LR: 2.59e-04 | 1784.0ms/step | 11.2 samples/s +Step 21900/44000 | Loss: 2.9641 | LR: 2.59e-04 | 1784.0ms/step | 11.2 samples/s +Step 21910/44000 | Loss: 2.9514 | LR: 2.58e-04 | 1784.2ms/step | 11.2 samples/s +Step 21920/44000 | Loss: 2.9250 | LR: 2.58e-04 | 1783.8ms/step | 11.2 samples/s +Step 21930/44000 | Loss: 2.9058 | LR: 2.58e-04 | 1784.1ms/step | 11.2 samples/s +Step 21940/44000 | Loss: 2.9537 | LR: 2.58e-04 | 1784.4ms/step | 11.2 samples/s +Step 21950/44000 | Loss: 2.9575 | LR: 2.58e-04 | 1785.0ms/step | 11.2 samples/s +Step 21960/44000 | Loss: 2.9640 | LR: 2.58e-04 | 1784.0ms/step | 11.2 samples/s +Step 21970/44000 | Loss: 2.9483 | LR: 2.57e-04 | 1784.1ms/step | 11.2 samples/s +Step 21980/44000 | Loss: 2.9637 | LR: 2.57e-04 | 1783.8ms/step | 11.2 samples/s +Step 21990/44000 | Loss: 2.9575 | LR: 2.57e-04 | 1783.3ms/step | 11.2 samples/s +Step 22000/44000 | Loss: 2.9742 | LR: 2.57e-04 | 1782.5ms/step | 11.2 samples/s +Validation at step 22000: Loss = 2.9299, Perplexity = 18.73 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-22000 +Step 22010/44000 | Loss: 2.9529 | LR: 2.57e-04 | 3598.0ms/step | 5.6 samples/s +Step 22020/44000 | Loss: 2.9475 | LR: 2.56e-04 | 1782.7ms/step | 11.2 samples/s +Step 22030/44000 | Loss: 2.9249 | LR: 2.56e-04 | 1783.3ms/step | 11.2 samples/s +Step 22040/44000 | Loss: 2.9355 | LR: 2.56e-04 | 1783.9ms/step | 11.2 samples/s +Step 22050/44000 | Loss: 2.9719 | LR: 2.56e-04 | 1783.8ms/step | 11.2 samples/s +Step 22060/44000 | Loss: 2.9282 | LR: 2.56e-04 | 1784.5ms/step | 11.2 samples/s +Step 22070/44000 | Loss: 2.9475 | LR: 2.56e-04 | 1783.7ms/step | 11.2 samples/s +Step 22080/44000 | Loss: 2.9194 | LR: 2.55e-04 | 1784.2ms/step | 11.2 samples/s +Step 22090/44000 | Loss: 2.9284 | LR: 2.55e-04 | 1784.9ms/step | 11.2 samples/s +Step 22100/44000 | Loss: 2.9592 | LR: 2.55e-04 | 1784.2ms/step | 11.2 samples/s +Step 22110/44000 | Loss: 2.9502 | LR: 2.55e-04 | 1784.3ms/step | 11.2 samples/s +Step 22120/44000 | Loss: 2.9309 | LR: 2.55e-04 | 1784.9ms/step | 11.2 samples/s +Step 22130/44000 | Loss: 2.9673 | LR: 2.54e-04 | 1785.1ms/step | 11.2 samples/s +Step 22140/44000 | Loss: 2.9595 | LR: 2.54e-04 | 1786.3ms/step | 11.2 samples/s +Step 22150/44000 | Loss: 2.9657 | LR: 2.54e-04 | 1785.5ms/step | 11.2 samples/s +Step 22160/44000 | Loss: 2.9435 | LR: 2.54e-04 | 1783.9ms/step | 11.2 samples/s +Step 22170/44000 | Loss: 2.9544 | LR: 2.54e-04 | 1784.4ms/step | 11.2 samples/s +Step 22180/44000 | Loss: 2.9317 | LR: 2.54e-04 | 1785.0ms/step | 11.2 samples/s +Step 22190/44000 | Loss: 2.9142 | LR: 2.53e-04 | 1785.3ms/step | 11.2 samples/s +Step 22200/44000 | Loss: 2.9581 | LR: 2.53e-04 | 1784.3ms/step | 11.2 samples/s +Step 22210/44000 | Loss: 2.8973 | LR: 2.53e-04 | 1784.9ms/step | 11.2 samples/s +Step 22220/44000 | Loss: 2.9223 | LR: 2.53e-04 | 1784.1ms/step | 11.2 samples/s +Step 22230/44000 | Loss: 2.9138 | LR: 2.53e-04 | 1784.9ms/step | 11.2 samples/s +Step 22240/44000 | Loss: 2.9175 | LR: 2.52e-04 | 1783.4ms/step | 11.2 samples/s +Step 22250/44000 | Loss: 2.9396 | LR: 2.52e-04 | 1784.4ms/step | 11.2 samples/s +Step 22260/44000 | Loss: 2.9605 | LR: 2.52e-04 | 1783.5ms/step | 11.2 samples/s +Step 22270/44000 | Loss: 2.9301 | LR: 2.52e-04 | 1785.1ms/step | 11.2 samples/s +Step 22280/44000 | Loss: 2.9358 | LR: 2.52e-04 | 1785.0ms/step | 11.2 samples/s +Step 22290/44000 | Loss: 2.9451 | LR: 2.52e-04 | 1785.5ms/step | 11.2 samples/s +Step 22300/44000 | Loss: 2.9260 | LR: 2.51e-04 | 1785.0ms/step | 11.2 samples/s +Step 22310/44000 | Loss: 2.9436 | LR: 2.51e-04 | 1785.3ms/step | 11.2 samples/s +Step 22320/44000 | Loss: 2.8736 | LR: 2.51e-04 | 1786.8ms/step | 11.2 samples/s +Step 22330/44000 | Loss: 2.9177 | LR: 2.51e-04 | 1786.5ms/step | 11.2 samples/s +Step 22340/44000 | Loss: 2.9895 | LR: 2.51e-04 | 1786.3ms/step | 11.2 samples/s +Step 22350/44000 | Loss: 2.9402 | LR: 2.50e-04 | 1786.7ms/step | 11.2 samples/s +Step 22360/44000 | Loss: 2.8859 | LR: 2.50e-04 | 1787.8ms/step | 11.2 samples/s +Step 22370/44000 | Loss: 2.9543 | LR: 2.50e-04 | 1784.5ms/step | 11.2 samples/s +Step 22380/44000 | Loss: 2.9313 | LR: 2.50e-04 | 1784.7ms/step | 11.2 samples/s +Step 22390/44000 | Loss: 2.9229 | LR: 2.50e-04 | 1785.1ms/step | 11.2 samples/s +Step 22400/44000 | Loss: 2.9187 | LR: 2.50e-04 | 1785.9ms/step | 11.2 samples/s +Step 22410/44000 | Loss: 2.9282 | LR: 2.49e-04 | 1783.9ms/step | 11.2 samples/s +Step 22420/44000 | Loss: 2.9421 | LR: 2.49e-04 | 1783.1ms/step | 11.2 samples/s +Step 22430/44000 | Loss: 2.9235 | LR: 2.49e-04 | 1783.7ms/step | 11.2 samples/s +Step 22440/44000 | Loss: 2.9476 | LR: 2.49e-04 | 1784.7ms/step | 11.2 samples/s +Step 22450/44000 | Loss: 2.9239 | LR: 2.49e-04 | 1785.0ms/step | 11.2 samples/s +Step 22460/44000 | Loss: 2.9868 | LR: 2.48e-04 | 1784.7ms/step | 11.2 samples/s +Step 22470/44000 | Loss: 2.9359 | LR: 2.48e-04 | 1785.0ms/step | 11.2 samples/s +Step 22480/44000 | Loss: 2.9391 | LR: 2.48e-04 | 1786.1ms/step | 11.2 samples/s +Step 22490/44000 | Loss: 2.9371 | LR: 2.48e-04 | 1784.2ms/step | 11.2 samples/s +Step 22500/44000 | Loss: 2.9759 | LR: 2.48e-04 | 1784.7ms/step | 11.2 samples/s +Step 22510/44000 | Loss: 2.9478 | LR: 2.48e-04 | 1784.6ms/step | 11.2 samples/s +Step 22520/44000 | Loss: 2.9331 | LR: 2.47e-04 | 1784.4ms/step | 11.2 samples/s +Step 22530/44000 | Loss: 2.9508 | LR: 2.47e-04 | 1784.3ms/step | 11.2 samples/s +Step 22540/44000 | Loss: 2.9616 | LR: 2.47e-04 | 1785.1ms/step | 11.2 samples/s +Step 22550/44000 | Loss: 2.9633 | LR: 2.47e-04 | 1786.1ms/step | 11.2 samples/s +Step 22560/44000 | Loss: 2.9919 | LR: 2.47e-04 | 1784.5ms/step | 11.2 samples/s +Step 22570/44000 | Loss: 2.9654 | LR: 2.46e-04 | 1786.2ms/step | 11.2 samples/s +Step 22580/44000 | Loss: 2.9429 | LR: 2.46e-04 | 1786.2ms/step | 11.2 samples/s +Step 22590/44000 | Loss: 3.0019 | LR: 2.46e-04 | 1788.8ms/step | 11.2 samples/s +Step 22600/44000 | Loss: 2.9478 | LR: 2.46e-04 | 1785.6ms/step | 11.2 samples/s +Step 22610/44000 | Loss: 2.9274 | LR: 2.46e-04 | 1785.8ms/step | 11.2 samples/s +Step 22620/44000 | Loss: 2.9556 | LR: 2.46e-04 | 1785.0ms/step | 11.2 samples/s +Step 22630/44000 | Loss: 2.9437 | LR: 2.45e-04 | 1785.8ms/step | 11.2 samples/s +Step 22640/44000 | Loss: 2.9011 | LR: 2.45e-04 | 1785.5ms/step | 11.2 samples/s +Step 22650/44000 | Loss: 2.9521 | LR: 2.45e-04 | 1787.7ms/step | 11.2 samples/s +Step 22660/44000 | Loss: 2.9198 | LR: 2.45e-04 | 1786.1ms/step | 11.2 samples/s +Step 22670/44000 | Loss: 2.9658 | LR: 2.45e-04 | 1785.7ms/step | 11.2 samples/s +Step 22680/44000 | Loss: 2.9353 | LR: 2.44e-04 | 1785.8ms/step | 11.2 samples/s +Step 22690/44000 | Loss: 2.9288 | LR: 2.44e-04 | 1785.4ms/step | 11.2 samples/s +Step 22700/44000 | Loss: 2.9867 | LR: 2.44e-04 | 1784.9ms/step | 11.2 samples/s +Step 22710/44000 | Loss: 2.9050 | LR: 2.44e-04 | 1784.9ms/step | 11.2 samples/s +Step 22720/44000 | Loss: 3.0138 | LR: 2.44e-04 | 1785.8ms/step | 11.2 samples/s +Step 22730/44000 | Loss: 2.9125 | LR: 2.44e-04 | 1786.2ms/step | 11.2 samples/s +Step 22740/44000 | Loss: 2.9592 | LR: 2.43e-04 | 1784.8ms/step | 11.2 samples/s +Step 22750/44000 | Loss: 2.9658 | LR: 2.43e-04 | 1785.7ms/step | 11.2 samples/s +Step 22760/44000 | Loss: 2.9370 | LR: 2.43e-04 | 1785.6ms/step | 11.2 samples/s +Step 22770/44000 | Loss: 2.9834 | LR: 2.43e-04 | 1784.4ms/step | 11.2 samples/s +Step 22780/44000 | Loss: 2.9316 | LR: 2.43e-04 | 1783.8ms/step | 11.2 samples/s +Step 22790/44000 | Loss: 2.9402 | LR: 2.42e-04 | 1783.8ms/step | 11.2 samples/s +Step 22800/44000 | Loss: 2.9216 | LR: 2.42e-04 | 1782.9ms/step | 11.2 samples/s +Step 22810/44000 | Loss: 2.9279 | LR: 2.42e-04 | 1782.6ms/step | 11.2 samples/s +Step 22820/44000 | Loss: 2.9985 | LR: 2.42e-04 | 1785.0ms/step | 11.2 samples/s +Step 22830/44000 | Loss: 2.9255 | LR: 2.42e-04 | 1784.7ms/step | 11.2 samples/s +Step 22840/44000 | Loss: 2.9068 | LR: 2.42e-04 | 1785.3ms/step | 11.2 samples/s +Step 22850/44000 | Loss: 2.9259 | LR: 2.41e-04 | 1785.6ms/step | 11.2 samples/s +Step 22860/44000 | Loss: 2.9009 | LR: 2.41e-04 | 1790.5ms/step | 11.2 samples/s +Step 22870/44000 | Loss: 2.9616 | LR: 2.41e-04 | 1788.9ms/step | 11.2 samples/s +Step 22880/44000 | Loss: 2.9366 | LR: 2.41e-04 | 1786.5ms/step | 11.2 samples/s +Step 22890/44000 | Loss: 2.9706 | LR: 2.41e-04 | 1784.9ms/step | 11.2 samples/s +Step 22900/44000 | Loss: 2.9555 | LR: 2.40e-04 | 1787.0ms/step | 11.2 samples/s +Step 22910/44000 | Loss: 2.9683 | LR: 2.40e-04 | 1786.4ms/step | 11.2 samples/s +Step 22920/44000 | Loss: 2.9725 | LR: 2.40e-04 | 1785.6ms/step | 11.2 samples/s +Step 22930/44000 | Loss: 2.9169 | LR: 2.40e-04 | 1784.8ms/step | 11.2 samples/s +Step 22940/44000 | Loss: 2.9324 | LR: 2.40e-04 | 1785.0ms/step | 11.2 samples/s +Step 22950/44000 | Loss: 2.9440 | LR: 2.40e-04 | 1785.0ms/step | 11.2 samples/s +Step 22960/44000 | Loss: 2.9002 | LR: 2.39e-04 | 1785.5ms/step | 11.2 samples/s +Step 22970/44000 | Loss: 2.8904 | LR: 2.39e-04 | 1786.8ms/step | 11.2 samples/s +Step 22980/44000 | Loss: 2.9205 | LR: 2.39e-04 | 1786.6ms/step | 11.2 samples/s +Step 22990/44000 | Loss: 2.9192 | LR: 2.39e-04 | 1785.3ms/step | 11.2 samples/s +Step 23000/44000 | Loss: 2.9285 | LR: 2.39e-04 | 1785.5ms/step | 11.2 samples/s +Validation at step 23000: Loss = 2.9212, Perplexity = 18.56 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed43/run_20260819_153735/checkpoint-23000 +Step 23010/44000 | Loss: 2.9101 | LR: 2.38e-04 | 3602.2ms/step | 5.6 samples/s +Step 23020/44000 | Loss: 2.8920 | LR: 2.38e-04 | 1785.4ms/step | 11.2 samples/s +Step 23030/44000 | Loss: 2.8955 | LR: 2.38e-04 | 1784.7ms/step | 11.2 samples/s +Step 23040/44000 | Loss: 2.9346 | LR: 2.38e-04 | 1786.1ms/step | 11.2 samples/s +Step 23050/44000 | Loss: 2.9574 | LR: 2.38e-04 | 1786.2ms/step | 11.2 samples/s +Step 23060/44000 | Loss: 2.9709 | LR: 2.38e-04 | 1786.1ms/step | 11.2 samples/s +Step 23070/44000 | Loss: 2.9376 | LR: 2.37e-04 | 1786.7ms/step | 11.2 samples/s +Step 23080/44000 | Loss: 2.9551 | LR: 2.37e-04 | 1786.4ms/step | 11.2 samples/s +Step 23090/44000 | Loss: 2.9186 | LR: 2.37e-04 | 1786.1ms/step | 11.2 samples/s +Step 23100/44000 | Loss: 2.9119 | LR: 2.37e-04 | 1786.6ms/step | 11.2 samples/s +Step 23110/44000 | Loss: 2.9158 | LR: 2.37e-04 | 1787.6ms/step | 11.2 samples/s +Step 23120/44000 | Loss: 2.9540 | LR: 2.36e-04 | 1787.1ms/step | 11.2 samples/s +Step 23130/44000 | Loss: 2.9618 | LR: 2.36e-04 | 1788.0ms/step | 11.2 samples/s +Step 23140/44000 | Loss: 2.9273 | LR: 2.36e-04 | 1786.1ms/step | 11.2 samples/s +Step 23150/44000 | Loss: 2.9128 | LR: 2.36e-04 | 1786.9ms/step | 11.2 samples/s +Step 23160/44000 | Loss: 2.9295 | LR: 2.36e-04 | 1786.9ms/step | 11.2 samples/s +Step 23170/44000 | Loss: 2.9265 | LR: 2.36e-04 | 1788.0ms/step | 11.2 samples/s +Step 23180/44000 | Loss: 2.9517 | LR: 2.35e-04 | 1785.6ms/step | 11.2 samples/s +Step 23190/44000 | Loss: 2.9260 | LR: 2.35e-04 | 1784.9ms/step | 11.2 samples/s +Step 23200/44000 | Loss: 2.9469 | LR: 2.35e-04 | 1787.5ms/step | 11.2 samples/s +Step 23210/44000 | Loss: 2.9487 | LR: 2.35e-04 | 1787.4ms/step | 11.2 samples/s +Step 23220/44000 | Loss: 2.9608 | LR: 2.35e-04 | 1786.7ms/step | 11.2 samples/s +Step 23230/44000 | Loss: 2.9214 | LR: 2.34e-04 | 1786.5ms/step | 11.2 samples/s +Step 23240/44000 | Loss: 2.9871 | LR: 2.34e-04 | 1787.2ms/step | 11.2 samples/s +Step 23250/44000 | Loss: 2.9293 | LR: 2.34e-04 | 1787.2ms/step | 11.2 samples/s +Step 23260/44000 | Loss: 2.9407 | LR: 2.34e-04 | 1786.7ms/step | 11.2 samples/s +Step 23270/44000 | Loss: 2.9158 | LR: 2.34e-04 | 1787.1ms/step | 11.2 samples/s +Step 23280/44000 | Loss: 2.8751 | LR: 2.34e-04 | 1786.5ms/step | 11.2 samples/s +Step 23290/44000 | Loss: 2.8713 | LR: 2.33e-04 | 1786.0ms/step | 11.2 samples/s +Step 23300/44000 | Loss: 2.8930 | LR: 2.33e-04 | 1786.0ms/step | 11.2 samples/s +Step 23310/44000 | Loss: 2.9444 | LR: 2.33e-04 | 1787.5ms/step | 11.2 samples/s +Step 23320/44000 | Loss: 2.9697 | LR: 2.33e-04 | 1786.9ms/step | 11.2 samples/s +Step 23330/44000 | Loss: 2.9259 | LR: 2.33e-04 | 1786.5ms/step | 11.2 samples/s +Step 23340/44000 | Loss: 2.8984 | LR: 2.32e-04 | 1786.5ms/step | 11.2 samples/s +Step 23350/44000 | Loss: 2.9234 | LR: 2.32e-04 | 1787.3ms/step | 11.2 samples/s +Step 23360/44000 | Loss: 2.8995 | LR: 2.32e-04 | 1785.6ms/step | 11.2 samples/s +Step 23370/44000 | Loss: 2.9135 | LR: 2.32e-04 | 1787.1ms/step | 11.2 samples/s +Step 23380/44000 | Loss: 2.9199 | LR: 2.32e-04 | 1786.7ms/step | 11.2 samples/s +Step 23390/44000 | Loss: 2.9365 | LR: 2.32e-04 | 1787.1ms/step | 11.2 samples/s +Step 23400/44000 | Loss: 2.9408 | LR: 2.31e-04 | 1784.5ms/step | 11.2 samples/s +Step 23410/44000 | Loss: 2.9225 | LR: 2.31e-04 | 1785.2ms/step | 11.2 samples/s +Step 23420/44000 | Loss: 2.9611 | LR: 2.31e-04 | 1786.1ms/step | 11.2 samples/s +Step 23430/44000 | Loss: 2.9693 | LR: 2.31e-04 | 1787.0ms/step | 11.2 samples/s +Step 23440/44000 | Loss: 2.9681 | LR: 2.31e-04 | 1785.6ms/step | 11.2 samples/s +Step 23450/44000 | Loss: 2.9283 | LR: 2.30e-04 | 1786.4ms/step | 11.2 samples/s +Step 23460/44000 | Loss: 2.8931 | LR: 2.30e-04 | 1786.5ms/step | 11.2 samples/s +Step 23470/44000 | Loss: 2.8925 | LR: 2.30e-04 | 1786.6ms/step | 11.2 samples/s +Step 23480/44000 | Loss: 2.9322 | LR: 2.30e-04 | 1785.6ms/step | 11.2 samples/s +Step 23490/44000 | Loss: 2.9570 | LR: 2.30e-04 | 1786.6ms/step | 11.2 samples/s +Step 23500/44000 | Loss: 2.9036 | LR: 2.30e-04 | 1787.3ms/step | 11.2 samples/s +Step 23510/44000 | Loss: 2.9557 | LR: 2.29e-04 | 1787.3ms/step | 11.2 samples/s +Step 23520/44000 | Loss: 2.9466 | LR: 2.29e-04 | 1788.2ms/step | 11.2 samples/s +Step 23530/44000 | Loss: 2.9419 | LR: 2.29e-04 | 1787.3ms/step | 11.2 samples/s +Step 23540/44000 | Loss: 2.9325 | LR: 2.29e-04 | 1787.0ms/step | 11.2 samples/s +Step 23550/44000 | Loss: 2.9084 | LR: 2.29e-04 | 1786.5ms/step | 11.2 samples/s +Step 23560/44000 | Loss: 2.9623 | LR: 2.29e-04 | 1787.9ms/step | 11.2 samples/s +Step 23570/44000 | Loss: 2.9347 | LR: 2.28e-04 | 1786.7ms/step | 11.2 samples/s +Step 23580/44000 | Loss: 2.9231 | LR: 2.28e-04 | 1787.4ms/step | 11.2 samples/s +Step 23590/44000 | Loss: 2.9382 | LR: 2.28e-04 | 1786.6ms/step | 11.2 samples/s +Step 23600/44000 | Loss: 2.9333 | LR: 2.28e-04 | 1786.1ms/step | 11.2 samples/s +Step 23610/44000 | Loss: 2.9002 | LR: 2.28e-04 | 1786.1ms/step | 11.2 samples/s +Step 23620/44000 | Loss: 2.9147 | LR: 2.27e-04 | 1786.8ms/step | 11.2 samples/s +Step 23630/44000 | Loss: 2.9571 | LR: 2.27e-04 | 1786.0ms/step | 11.2 samples/s +Step 23640/44000 | Loss: 2.9667 | LR: 2.27e-04 | 1788.0ms/step | 11.2 samples/s +Step 23650/44000 | Loss: 2.9068 | LR: 2.27e-04 | 1787.4ms/step | 11.2 samples/s +Step 23660/44000 | Loss: 2.9729 | LR: 2.27e-04 | 1789.0ms/step | 11.2 samples/s +Step 23670/44000 | Loss: 2.9478 | LR: 2.27e-04 | 1787.2ms/step | 11.2 samples/s +Step 23680/44000 | Loss: 2.9451 | LR: 2.26e-04 | 1787.1ms/step | 11.2 samples/s +Step 23690/44000 | Loss: 2.9159 | LR: 2.26e-04 | 1787.7ms/step | 11.2 samples/s +Step 23700/44000 | Loss: 2.9361 | LR: 2.26e-04 | 1788.2ms/step | 11.2 samples/s +Step 23710/44000 | Loss: 2.9220 | LR: 2.26e-04 | 1787.5ms/step | 11.2 samples/s +Step 23720/44000 | Loss: 2.9507 | LR: 2.26e-04 | 1786.4ms/step | 11.2 samples/s +Step 23730/44000 | Loss: 2.9063 | LR: 2.25e-04 | 1785.3ms/step | 11.2 samples/s +Step 23740/44000 | Loss: 2.9326 | LR: 2.25e-04 | 1783.9ms/step | 11.2 samples/s +Step 23750/44000 | Loss: 2.9249 | LR: 2.25e-04 | 1786.6ms/step | 11.2 samples/s +Step 23760/44000 | Loss: 2.9178 | LR: 2.25e-04 | 1786.6ms/step | 11.2 samples/s +Step 23770/44000 | Loss: 2.9238 | LR: 2.25e-04 | 1787.6ms/step | 11.2 samples/s +Step 23780/44000 | Loss: 2.9490 | LR: 2.25e-04 | 1787.0ms/step | 11.2 samples/s +Step 23790/44000 | Loss: 2.9312 | LR: 2.24e-04 | 1787.2ms/step | 11.2 samples/s +Step 23800/44000 | Loss: 2.9404 | LR: 2.24e-04 | 1786.2ms/step | 11.2 samples/s +Step 23810/44000 | Loss: 2.9420 | LR: 2.24e-04 | 1786.6ms/step | 11.2 samples/s +Step 23820/44000 | Loss: 2.9315 | LR: 2.24e-04 | 1785.1ms/step | 11.2 samples/s +Step 23830/44000 | Loss: 2.9264 | LR: 2.24e-04 | 1784.9ms/step | 11.2 samples/s +Step 23840/44000 | Loss: 2.9111 | LR: 2.23e-04 | 1784.6ms/step | 11.2 samples/s +Step 23850/44000 | Loss: 2.9539 | LR: 2.23e-04 | 1785.7ms/step | 11.2 samples/s +Step 23860/44000 | Loss: 2.9504 | LR: 2.23e-04 | 1786.9ms/step | 11.2 samples/s +Step 23870/44000 | Loss: 2.9326 | LR: 2.23e-04 | 1786.3ms/step | 11.2 samples/s +Step 23880/44000 | Loss: 2.9230 | LR: 2.23e-04 | 1786.0ms/step | 11.2 samples/s +Step 23890/44000 | Loss: 2.9233 | LR: 2.23e-04 | 1786.8ms/step | 11.2 samples/s diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140401-ysa9iyov/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 +cuda-toolkit==13.0.2 +zstandard==0.25.0 +xxhash==3.7.0 +urllib3==2.6.3 +typing_extensions==4.15.0 +triton==3.6.0 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28 +num_key_value_heads: + value: 2 +num_workers: + value: 8 +output_dir: + value: /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735 +per_device_batch_size: + value: 2 +resume_from_checkpoint: + value: /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-17000 +rope_train_position_scale_set: + value: + - 1 + - 0.9896339488176222 + - 0.9692159692159692 + - 0.9420289855072463 + - 0.8730158730158729 +save_steps: + value: 1000 +seed: + value: 45 +sparse_block_size: + value: 128 +sparse_layer_indices: + value: null +sparse_mask_cache_dir: + value: null +sparse_mask_pool_size: + value: 1 +sparse_mask_seed: + value: 0 +sparse_mixed_nrb_set: + value: null +sparse_num_random_blocks: + value: 31 +sparse_val_dense_compare: + value: false +strategy: + value: ddp +train_path: + value: /mloscratch/homes/navasard/data/fineweb_large/tokenized +val_path: + value: null +verbose: + value: true +wandb_enabled: + value: true +wandb_name: + value: l8k365m_dense_ropectl_a1p0_seed45 +wandb_project: + value: stochastic_sparsity +wandb_tags: + value: + - qwen3 + - 365m + - 8k + - dense + - rope-control + - ddp2-a100-40gb +warmup_steps: + value: 750 +weight_decay: + value: 0.01 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..dbd4afdd6cbabb2c42a63d21a828eeb93123eadd --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/files/output.log @@ -0,0 +1,2803 @@ +Starting training... +Validation at step 17000: Loss = 2.9929, Perplexity = 19.94 +wandb: WARNING Tried to log to step 17000 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Switching attention mode for step 17001: dense (dense step interval) +Step 17010/44000 | Loss: 2.9731 | LR: 3.45e-04 | 48112.3ms/step | 0.4 samples/s +wandb: WARNING Tried to log to step 17010 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17020/44000 | Loss: 2.9369 | LR: 3.45e-04 | 2360.9ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17020 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17030/44000 | Loss: 3.0392 | LR: 3.45e-04 | 2445.4ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17030 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17040/44000 | Loss: 3.0175 | LR: 3.44e-04 | 2391.5ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17040 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17050/44000 | Loss: 3.0138 | LR: 3.44e-04 | 2338.6ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17050 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17060/44000 | Loss: 3.0429 | LR: 3.44e-04 | 2314.5ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17060 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17070/44000 | Loss: 2.9814 | LR: 3.44e-04 | 2316.2ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17070 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17080/44000 | Loss: 3.0132 | LR: 3.44e-04 | 2254.9ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17080 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17090/44000 | Loss: 2.9871 | LR: 3.44e-04 | 2234.2ms/step | 9.0 samples/s +wandb: WARNING Tried to log to step 17090 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17100/44000 | Loss: 3.0089 | LR: 3.43e-04 | 2219.5ms/step | 9.0 samples/s +wandb: WARNING Tried to log to step 17100 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17110/44000 | Loss: 3.0362 | LR: 3.43e-04 | 2233.7ms/step | 9.0 samples/s +wandb: WARNING Tried to log to step 17110 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17120/44000 | Loss: 2.9951 | LR: 3.43e-04 | 2246.3ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17120 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17130/44000 | Loss: 3.0046 | LR: 3.43e-04 | 2244.8ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17130 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17140/44000 | Loss: 3.0201 | LR: 3.43e-04 | 2253.8ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17140 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17150/44000 | Loss: 2.9863 | LR: 3.43e-04 | 2247.9ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17150 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17160/44000 | Loss: 3.0217 | LR: 3.42e-04 | 2264.1ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17160 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17170/44000 | Loss: 3.0199 | LR: 3.42e-04 | 2253.4ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17170 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17180/44000 | Loss: 2.9797 | LR: 3.42e-04 | 2275.9ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17180 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17190/44000 | Loss: 3.0633 | LR: 3.42e-04 | 2382.9ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17190 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17200/44000 | Loss: 2.9793 | LR: 3.42e-04 | 2332.7ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17200 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17210/44000 | Loss: 3.0258 | LR: 3.42e-04 | 2319.9ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17210 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17220/44000 | Loss: 2.9968 | LR: 3.41e-04 | 2309.9ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17220 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17230/44000 | Loss: 3.0086 | LR: 3.41e-04 | 2375.6ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17230 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17240/44000 | Loss: 2.9768 | LR: 3.41e-04 | 2300.0ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17240 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17250/44000 | Loss: 3.0157 | LR: 3.41e-04 | 2358.9ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17250 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17260/44000 | Loss: 3.0178 | LR: 3.41e-04 | 2351.3ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17260 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17270/44000 | Loss: 2.9877 | LR: 3.41e-04 | 2331.1ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17270 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17280/44000 | Loss: 2.9893 | LR: 3.40e-04 | 2362.2ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17280 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17290/44000 | Loss: 2.9890 | LR: 3.40e-04 | 2390.2ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17290 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17300/44000 | Loss: 3.0214 | LR: 3.40e-04 | 2369.0ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17300 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17310/44000 | Loss: 2.9863 | LR: 3.40e-04 | 2395.4ms/step | 8.3 samples/s +wandb: WARNING Tried to log to step 17310 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17320/44000 | Loss: 3.0049 | LR: 3.40e-04 | 2419.6ms/step | 8.3 samples/s +wandb: WARNING Tried to log to step 17320 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17330/44000 | Loss: 3.0394 | LR: 3.40e-04 | 2483.2ms/step | 8.1 samples/s +wandb: WARNING Tried to log to step 17330 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17340/44000 | Loss: 2.9929 | LR: 3.39e-04 | 2441.9ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17340 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17350/44000 | Loss: 2.9633 | LR: 3.39e-04 | 2507.8ms/step | 8.0 samples/s +wandb: WARNING Tried to log to step 17350 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17360/44000 | Loss: 2.9831 | LR: 3.39e-04 | 2482.9ms/step | 8.1 samples/s +wandb: WARNING Tried to log to step 17360 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17370/44000 | Loss: 3.0327 | LR: 3.39e-04 | 2524.8ms/step | 7.9 samples/s +wandb: WARNING Tried to log to step 17370 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17380/44000 | Loss: 2.9942 | LR: 3.39e-04 | 2503.6ms/step | 8.0 samples/s +wandb: WARNING Tried to log to step 17380 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17390/44000 | Loss: 3.0283 | LR: 3.39e-04 | 2519.1ms/step | 7.9 samples/s +wandb: WARNING Tried to log to step 17390 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17400/44000 | Loss: 2.9490 | LR: 3.38e-04 | 2435.6ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17400 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17410/44000 | Loss: 3.0063 | LR: 3.38e-04 | 2482.8ms/step | 8.1 samples/s +wandb: WARNING Tried to log to step 17410 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17420/44000 | Loss: 2.9595 | LR: 3.38e-04 | 2446.2ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17420 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17430/44000 | Loss: 2.9976 | LR: 3.38e-04 | 2455.4ms/step | 8.1 samples/s +wandb: WARNING Tried to log to step 17430 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17440/44000 | Loss: 2.9982 | LR: 3.38e-04 | 2491.5ms/step | 8.0 samples/s +wandb: WARNING Tried to log to step 17440 that is less than the current step 17441. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17450/44000 | Loss: 3.0062 | LR: 3.38e-04 | 2537.7ms/step | 7.9 samples/s +Step 17460/44000 | Loss: 2.9983 | LR: 3.37e-04 | 2399.9ms/step | 8.3 samples/s +Step 17470/44000 | Loss: 2.9704 | LR: 3.37e-04 | 2500.0ms/step | 8.0 samples/s +Step 17480/44000 | Loss: 2.9951 | LR: 3.37e-04 | 2514.3ms/step | 8.0 samples/s +Step 17490/44000 | Loss: 2.9611 | LR: 3.37e-04 | 2453.6ms/step | 8.2 samples/s +Step 17500/44000 | Loss: 2.9917 | LR: 3.37e-04 | 2517.3ms/step | 7.9 samples/s +Step 17510/44000 | Loss: 2.9786 | LR: 3.37e-04 | 2503.4ms/step | 8.0 samples/s +Step 17520/44000 | Loss: 2.9583 | LR: 3.36e-04 | 2457.8ms/step | 8.1 samples/s +Step 17530/44000 | Loss: 3.0167 | LR: 3.36e-04 | 2482.8ms/step | 8.1 samples/s +Step 17540/44000 | Loss: 2.9789 | LR: 3.36e-04 | 2499.6ms/step | 8.0 samples/s +Step 17550/44000 | Loss: 2.9622 | LR: 3.36e-04 | 2456.9ms/step | 8.1 samples/s +Step 17560/44000 | Loss: 2.9949 | LR: 3.36e-04 | 2487.5ms/step | 8.0 samples/s +Step 17570/44000 | Loss: 3.0287 | LR: 3.35e-04 | 2461.7ms/step | 8.1 samples/s +Step 17580/44000 | Loss: 2.9696 | LR: 3.35e-04 | 2483.1ms/step | 8.1 samples/s +Step 17590/44000 | Loss: 3.0140 | LR: 3.35e-04 | 2492.5ms/step | 8.0 samples/s +Step 17600/44000 | Loss: 3.0125 | LR: 3.35e-04 | 2398.8ms/step | 8.3 samples/s +Step 17610/44000 | Loss: 2.9833 | LR: 3.35e-04 | 2435.1ms/step | 8.2 samples/s +Step 17620/44000 | Loss: 3.0007 | LR: 3.35e-04 | 2416.3ms/step | 8.3 samples/s +Step 17630/44000 | Loss: 3.0569 | LR: 3.34e-04 | 2444.3ms/step | 8.2 samples/s +Step 17640/44000 | Loss: 3.0115 | LR: 3.34e-04 | 2388.6ms/step | 8.4 samples/s +Step 17650/44000 | Loss: 3.0168 | LR: 3.34e-04 | 2425.0ms/step | 8.2 samples/s +Step 17660/44000 | Loss: 2.9794 | LR: 3.34e-04 | 2432.8ms/step | 8.2 samples/s +Step 17670/44000 | Loss: 2.9947 | LR: 3.34e-04 | 2465.2ms/step | 8.1 samples/s +Step 17680/44000 | Loss: 3.0078 | LR: 3.34e-04 | 2477.9ms/step | 8.1 samples/s +Step 17690/44000 | Loss: 2.9553 | LR: 3.33e-04 | 2451.0ms/step | 8.2 samples/s +Step 17700/44000 | Loss: 2.9951 | LR: 3.33e-04 | 2423.8ms/step | 8.3 samples/s +Step 17710/44000 | Loss: 2.9651 | LR: 3.33e-04 | 2406.8ms/step | 8.3 samples/s +Step 17720/44000 | Loss: 2.9949 | LR: 3.33e-04 | 2399.1ms/step | 8.3 samples/s +Step 17730/44000 | Loss: 2.9711 | LR: 3.33e-04 | 2398.8ms/step | 8.3 samples/s +Step 17740/44000 | Loss: 2.9958 | LR: 3.33e-04 | 2398.6ms/step | 8.3 samples/s +Step 17750/44000 | Loss: 3.0374 | LR: 3.32e-04 | 2375.9ms/step | 8.4 samples/s +Step 17760/44000 | Loss: 3.0348 | LR: 3.32e-04 | 2427.4ms/step | 8.2 samples/s +Step 17770/44000 | Loss: 2.9895 | LR: 3.32e-04 | 2482.2ms/step | 8.1 samples/s +Step 17780/44000 | Loss: 2.9774 | LR: 3.32e-04 | 2547.8ms/step | 7.8 samples/s +Step 17790/44000 | Loss: 2.9850 | LR: 3.32e-04 | 2507.5ms/step | 8.0 samples/s +Step 17800/44000 | Loss: 2.9731 | LR: 3.32e-04 | 2400.5ms/step | 8.3 samples/s +Step 17810/44000 | Loss: 2.9808 | LR: 3.31e-04 | 2415.2ms/step | 8.3 samples/s +Step 17820/44000 | Loss: 2.9786 | LR: 3.31e-04 | 2385.3ms/step | 8.4 samples/s +Step 17830/44000 | Loss: 3.0022 | LR: 3.31e-04 | 2402.9ms/step | 8.3 samples/s +Step 17840/44000 | Loss: 2.9892 | LR: 3.31e-04 | 2418.5ms/step | 8.3 samples/s +Step 17850/44000 | Loss: 2.9553 | LR: 3.31e-04 | 2427.8ms/step | 8.2 samples/s +Step 17860/44000 | Loss: 3.0505 | LR: 3.31e-04 | 2456.4ms/step | 8.1 samples/s +Step 17870/44000 | Loss: 3.0114 | LR: 3.30e-04 | 2367.8ms/step | 8.4 samples/s +Step 17880/44000 | Loss: 2.9769 | LR: 3.30e-04 | 2360.8ms/step | 8.5 samples/s +Step 17890/44000 | Loss: 3.0060 | LR: 3.30e-04 | 2370.4ms/step | 8.4 samples/s +Step 17900/44000 | Loss: 2.9745 | LR: 3.30e-04 | 2378.7ms/step | 8.4 samples/s +Step 17910/44000 | Loss: 2.9279 | LR: 3.30e-04 | 2367.4ms/step | 8.4 samples/s +Step 17920/44000 | Loss: 2.9740 | LR: 3.29e-04 | 2390.7ms/step | 8.4 samples/s +Step 17930/44000 | Loss: 2.9924 | LR: 3.29e-04 | 2479.2ms/step | 8.1 samples/s +Step 17940/44000 | Loss: 2.9854 | LR: 3.29e-04 | 2497.9ms/step | 8.0 samples/s +Step 17950/44000 | Loss: 2.9807 | LR: 3.29e-04 | 2499.1ms/step | 8.0 samples/s +Step 17960/44000 | Loss: 2.9897 | LR: 3.29e-04 | 2335.1ms/step | 8.6 samples/s +Step 17970/44000 | Loss: 3.0139 | LR: 3.29e-04 | 2357.9ms/step | 8.5 samples/s +Step 17980/44000 | Loss: 3.0083 | LR: 3.28e-04 | 2384.3ms/step | 8.4 samples/s +Step 17990/44000 | Loss: 3.0065 | LR: 3.28e-04 | 2322.7ms/step | 8.6 samples/s +Step 18000/44000 | Loss: 2.9859 | LR: 3.28e-04 | 2124.4ms/step | 9.4 samples/s +Validation at step 18000: Loss = 2.9818, Perplexity = 19.72 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-18000 +Step 18010/44000 | Loss: 2.9525 | LR: 3.28e-04 | 4973.2ms/step | 4.0 samples/s +Step 18020/44000 | Loss: 2.9962 | LR: 3.28e-04 | 2398.6ms/step | 8.3 samples/s +Step 18030/44000 | Loss: 2.9435 | LR: 3.28e-04 | 2410.7ms/step | 8.3 samples/s +Step 18040/44000 | Loss: 2.9994 | LR: 3.27e-04 | 2399.8ms/step | 8.3 samples/s +Step 18050/44000 | Loss: 2.9605 | LR: 3.27e-04 | 2441.2ms/step | 8.2 samples/s +Step 18060/44000 | Loss: 3.0303 | LR: 3.27e-04 | 2368.2ms/step | 8.4 samples/s +Step 18070/44000 | Loss: 2.9967 | LR: 3.27e-04 | 2348.0ms/step | 8.5 samples/s +Step 18080/44000 | Loss: 2.9871 | LR: 3.27e-04 | 2384.9ms/step | 8.4 samples/s +Step 18090/44000 | Loss: 3.0037 | LR: 3.27e-04 | 2357.9ms/step | 8.5 samples/s +Step 18100/44000 | Loss: 3.0049 | LR: 3.26e-04 | 2456.5ms/step | 8.1 samples/s +Step 18110/44000 | Loss: 3.0352 | LR: 3.26e-04 | 2488.4ms/step | 8.0 samples/s +Step 18120/44000 | Loss: 2.9619 | LR: 3.26e-04 | 2422.6ms/step | 8.3 samples/s +Step 18130/44000 | Loss: 2.9918 | LR: 3.26e-04 | 2444.0ms/step | 8.2 samples/s +Step 18140/44000 | Loss: 3.0346 | LR: 3.26e-04 | 2466.4ms/step | 8.1 samples/s +Step 18150/44000 | Loss: 2.9827 | LR: 3.26e-04 | 2441.5ms/step | 8.2 samples/s +Step 18160/44000 | Loss: 3.0177 | LR: 3.25e-04 | 2344.8ms/step | 8.5 samples/s +Step 18170/44000 | Loss: 3.0311 | LR: 3.25e-04 | 2360.2ms/step | 8.5 samples/s +Step 18180/44000 | Loss: 2.9901 | LR: 3.25e-04 | 2372.0ms/step | 8.4 samples/s +Step 18190/44000 | Loss: 2.9921 | LR: 3.25e-04 | 2369.0ms/step | 8.4 samples/s +Step 18200/44000 | Loss: 3.0286 | LR: 3.25e-04 | 2372.8ms/step | 8.4 samples/s +Step 18210/44000 | Loss: 3.0118 | LR: 3.24e-04 | 2329.7ms/step | 8.6 samples/s +Step 18220/44000 | Loss: 2.9495 | LR: 3.24e-04 | 2336.6ms/step | 8.6 samples/s +Step 18230/44000 | Loss: 2.9521 | LR: 3.24e-04 | 2386.7ms/step | 8.4 samples/s +Step 18240/44000 | Loss: 2.9709 | LR: 3.24e-04 | 2400.5ms/step | 8.3 samples/s +Step 18250/44000 | Loss: 3.0211 | LR: 3.24e-04 | 2401.5ms/step | 8.3 samples/s +Step 18260/44000 | Loss: 3.0048 | LR: 3.24e-04 | 2385.9ms/step | 8.4 samples/s +Step 18270/44000 | Loss: 2.9820 | LR: 3.23e-04 | 2667.5ms/step | 7.5 samples/s +Step 18280/44000 | Loss: 3.0050 | LR: 3.23e-04 | 2751.6ms/step | 7.3 samples/s +Step 18290/44000 | Loss: 3.0215 | LR: 3.23e-04 | 2642.2ms/step | 7.6 samples/s +Step 18300/44000 | Loss: 2.9761 | LR: 3.23e-04 | 2556.1ms/step | 7.8 samples/s +Step 18310/44000 | Loss: 3.0097 | LR: 3.23e-04 | 2576.8ms/step | 7.8 samples/s +Step 18320/44000 | Loss: 2.9825 | LR: 3.23e-04 | 2547.6ms/step | 7.9 samples/s +Step 18330/44000 | Loss: 3.0108 | LR: 3.22e-04 | 2592.8ms/step | 7.7 samples/s +Step 18340/44000 | Loss: 2.9654 | LR: 3.22e-04 | 2568.0ms/step | 7.8 samples/s +Step 18350/44000 | Loss: 2.9749 | LR: 3.22e-04 | 2788.3ms/step | 7.2 samples/s +Step 18360/44000 | Loss: 2.9666 | LR: 3.22e-04 | 2879.4ms/step | 6.9 samples/s +Step 18370/44000 | Loss: 2.9887 | LR: 3.22e-04 | 2862.0ms/step | 7.0 samples/s +Step 18380/44000 | Loss: 2.9433 | LR: 3.22e-04 | 2770.8ms/step | 7.2 samples/s +Step 18390/44000 | Loss: 3.0112 | LR: 3.21e-04 | 2858.4ms/step | 7.0 samples/s +Step 18400/44000 | Loss: 3.0351 | LR: 3.21e-04 | 2683.9ms/step | 7.5 samples/s +Step 18410/44000 | Loss: 2.9823 | LR: 3.21e-04 | 2677.3ms/step | 7.5 samples/s +Step 18420/44000 | Loss: 3.0248 | LR: 3.21e-04 | 2594.9ms/step | 7.7 samples/s +Step 18430/44000 | Loss: 3.0081 | LR: 3.21e-04 | 2703.3ms/step | 7.4 samples/s +Step 18440/44000 | Loss: 3.0104 | LR: 3.20e-04 | 2574.7ms/step | 7.8 samples/s +Step 18450/44000 | Loss: 2.9947 | LR: 3.20e-04 | 2586.2ms/step | 7.7 samples/s +Step 18460/44000 | Loss: 3.0043 | LR: 3.20e-04 | 2588.6ms/step | 7.7 samples/s +Step 18470/44000 | Loss: 2.9782 | LR: 3.20e-04 | 2657.7ms/step | 7.5 samples/s +Step 18480/44000 | Loss: 3.0168 | LR: 3.20e-04 | 2677.3ms/step | 7.5 samples/s +Step 18490/44000 | Loss: 3.0176 | LR: 3.20e-04 | 2636.9ms/step | 7.6 samples/s +Step 18500/44000 | Loss: 2.9407 | LR: 3.19e-04 | 2758.5ms/step | 7.3 samples/s +Step 18510/44000 | Loss: 2.9337 | LR: 3.19e-04 | 2618.8ms/step | 7.6 samples/s +Step 18520/44000 | Loss: 3.0120 | LR: 3.19e-04 | 2705.3ms/step | 7.4 samples/s +Step 18530/44000 | Loss: 2.9719 | LR: 3.19e-04 | 2715.7ms/step | 7.4 samples/s +Step 18540/44000 | Loss: 3.0478 | LR: 3.19e-04 | 2709.6ms/step | 7.4 samples/s +Step 18550/44000 | Loss: 2.9826 | LR: 3.19e-04 | 2657.6ms/step | 7.5 samples/s +Step 18560/44000 | Loss: 2.9858 | LR: 3.18e-04 | 2850.5ms/step | 7.0 samples/s +Step 18570/44000 | Loss: 3.0212 | LR: 3.18e-04 | 2588.6ms/step | 7.7 samples/s +Step 18580/44000 | Loss: 2.9716 | LR: 3.18e-04 | 2725.5ms/step | 7.3 samples/s +Step 18590/44000 | Loss: 3.0038 | LR: 3.18e-04 | 2682.5ms/step | 7.5 samples/s +Step 18600/44000 | Loss: 2.9628 | LR: 3.18e-04 | 2819.4ms/step | 7.1 samples/s +Step 18610/44000 | Loss: 2.9329 | LR: 3.18e-04 | 2735.4ms/step | 7.3 samples/s +Step 18620/44000 | Loss: 2.9590 | LR: 3.17e-04 | 2704.7ms/step | 7.4 samples/s +Step 18630/44000 | Loss: 2.9556 | LR: 3.17e-04 | 2605.6ms/step | 7.7 samples/s +Step 18640/44000 | Loss: 3.0105 | LR: 3.17e-04 | 2606.6ms/step | 7.7 samples/s +Step 18650/44000 | Loss: 3.0033 | LR: 3.17e-04 | 2708.6ms/step | 7.4 samples/s +Step 18660/44000 | Loss: 2.9950 | LR: 3.17e-04 | 2745.6ms/step | 7.3 samples/s +Step 18670/44000 | Loss: 2.9751 | LR: 3.16e-04 | 2719.6ms/step | 7.4 samples/s +Step 18680/44000 | Loss: 3.0019 | LR: 3.16e-04 | 2632.2ms/step | 7.6 samples/s +Step 18690/44000 | Loss: 2.9591 | LR: 3.16e-04 | 2627.1ms/step | 7.6 samples/s +Step 18700/44000 | Loss: 2.9642 | LR: 3.16e-04 | 2693.1ms/step | 7.4 samples/s +Step 18710/44000 | Loss: 2.9656 | LR: 3.16e-04 | 2663.3ms/step | 7.5 samples/s +Step 18720/44000 | Loss: 2.9804 | LR: 3.16e-04 | 2522.0ms/step | 7.9 samples/s +Step 18730/44000 | Loss: 2.9812 | LR: 3.15e-04 | 2397.0ms/step | 8.3 samples/s +Step 18740/44000 | Loss: 2.9972 | LR: 3.15e-04 | 2393.9ms/step | 8.4 samples/s +Step 18750/44000 | Loss: 2.9667 | LR: 3.15e-04 | 2399.2ms/step | 8.3 samples/s +Step 18760/44000 | Loss: 2.9514 | LR: 3.15e-04 | 2470.7ms/step | 8.1 samples/s +Step 18770/44000 | Loss: 2.9686 | LR: 3.15e-04 | 2570.4ms/step | 7.8 samples/s +Step 18780/44000 | Loss: 2.9777 | LR: 3.15e-04 | 2628.7ms/step | 7.6 samples/s +Step 18790/44000 | Loss: 2.9648 | LR: 3.14e-04 | 2766.8ms/step | 7.2 samples/s +Step 18800/44000 | Loss: 2.9783 | LR: 3.14e-04 | 2662.2ms/step | 7.5 samples/s +Step 18810/44000 | Loss: 2.9680 | LR: 3.14e-04 | 2766.6ms/step | 7.2 samples/s +Step 18820/44000 | Loss: 3.0275 | LR: 3.14e-04 | 2493.5ms/step | 8.0 samples/s +Step 18830/44000 | Loss: 2.9714 | LR: 3.14e-04 | 2494.2ms/step | 8.0 samples/s +Step 18840/44000 | Loss: 2.9726 | LR: 3.13e-04 | 2611.8ms/step | 7.7 samples/s +Step 18850/44000 | Loss: 2.9532 | LR: 3.13e-04 | 2760.8ms/step | 7.2 samples/s +Step 18860/44000 | Loss: 2.9469 | LR: 3.13e-04 | 2655.6ms/step | 7.5 samples/s +Step 18870/44000 | Loss: 2.9784 | LR: 3.13e-04 | 2552.5ms/step | 7.8 samples/s +Step 18880/44000 | Loss: 2.9337 | LR: 3.13e-04 | 2651.8ms/step | 7.5 samples/s +Step 18890/44000 | Loss: 2.9731 | LR: 3.13e-04 | 2791.0ms/step | 7.2 samples/s +Step 18900/44000 | Loss: 2.9527 | LR: 3.12e-04 | 2822.7ms/step | 7.1 samples/s +Step 18910/44000 | Loss: 3.0113 | LR: 3.12e-04 | 2789.3ms/step | 7.2 samples/s +Step 18920/44000 | Loss: 3.0171 | LR: 3.12e-04 | 2563.4ms/step | 7.8 samples/s +Step 18930/44000 | Loss: 2.9565 | LR: 3.12e-04 | 2652.2ms/step | 7.5 samples/s +Step 18940/44000 | Loss: 2.9478 | LR: 3.12e-04 | 2613.0ms/step | 7.7 samples/s +Step 18950/44000 | Loss: 2.9234 | LR: 3.12e-04 | 2621.9ms/step | 7.6 samples/s +Step 18960/44000 | Loss: 2.9553 | LR: 3.11e-04 | 2694.5ms/step | 7.4 samples/s +Step 18970/44000 | Loss: 2.9711 | LR: 3.11e-04 | 2415.7ms/step | 8.3 samples/s +Step 18980/44000 | Loss: 3.0417 | LR: 3.11e-04 | 2825.8ms/step | 7.1 samples/s +Step 18990/44000 | Loss: 2.9550 | LR: 3.11e-04 | 2788.5ms/step | 7.2 samples/s +Step 19000/44000 | Loss: 2.9866 | LR: 3.11e-04 | 2672.0ms/step | 7.5 samples/s +Validation at step 19000: Loss = 2.9710, Perplexity = 19.51 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-19000 +Step 19010/44000 | Loss: 2.9325 | LR: 3.11e-04 | 5504.9ms/step | 3.6 samples/s +Step 19020/44000 | Loss: 3.0251 | LR: 3.10e-04 | 2749.0ms/step | 7.3 samples/s +Step 19030/44000 | Loss: 2.9741 | LR: 3.10e-04 | 2725.2ms/step | 7.3 samples/s +Step 19040/44000 | Loss: 2.9778 | LR: 3.10e-04 | 2630.3ms/step | 7.6 samples/s +Step 19050/44000 | Loss: 2.9992 | LR: 3.10e-04 | 2693.9ms/step | 7.4 samples/s +Step 19060/44000 | Loss: 3.0248 | LR: 3.10e-04 | 2761.9ms/step | 7.2 samples/s +Step 19070/44000 | Loss: 3.0379 | LR: 3.09e-04 | 2904.1ms/step | 6.9 samples/s +Step 19080/44000 | Loss: 2.9399 | LR: 3.09e-04 | 2898.1ms/step | 6.9 samples/s +Step 19090/44000 | Loss: 2.9393 | LR: 3.09e-04 | 2636.0ms/step | 7.6 samples/s +Step 19100/44000 | Loss: 2.9844 | LR: 3.09e-04 | 2643.0ms/step | 7.6 samples/s +Step 19110/44000 | Loss: 2.9931 | LR: 3.09e-04 | 2526.1ms/step | 7.9 samples/s +Step 19120/44000 | Loss: 2.9523 | LR: 3.09e-04 | 2579.7ms/step | 7.8 samples/s +Step 19130/44000 | Loss: 2.9720 | LR: 3.08e-04 | 2603.4ms/step | 7.7 samples/s +Step 19140/44000 | Loss: 2.9761 | LR: 3.08e-04 | 2609.6ms/step | 7.7 samples/s +Step 19150/44000 | Loss: 2.9734 | LR: 3.08e-04 | 2704.2ms/step | 7.4 samples/s +Step 19160/44000 | Loss: 2.9819 | LR: 3.08e-04 | 2836.4ms/step | 7.1 samples/s +Step 19170/44000 | Loss: 2.9436 | LR: 3.08e-04 | 2458.4ms/step | 8.1 samples/s +Step 19180/44000 | Loss: 3.0193 | LR: 3.08e-04 | 2271.8ms/step | 8.8 samples/s +Step 19190/44000 | Loss: 2.9824 | LR: 3.07e-04 | 2316.4ms/step | 8.6 samples/s +Step 19200/44000 | Loss: 2.9562 | LR: 3.07e-04 | 2496.0ms/step | 8.0 samples/s +Step 19210/44000 | Loss: 3.0019 | LR: 3.07e-04 | 2670.6ms/step | 7.5 samples/s +Step 19220/44000 | Loss: 2.9788 | LR: 3.07e-04 | 2542.9ms/step | 7.9 samples/s +Step 19230/44000 | Loss: 3.0023 | LR: 3.07e-04 | 2631.4ms/step | 7.6 samples/s +Step 19240/44000 | Loss: 2.9826 | LR: 3.06e-04 | 2631.9ms/step | 7.6 samples/s +Step 19250/44000 | Loss: 2.9883 | LR: 3.06e-04 | 2595.4ms/step | 7.7 samples/s +Step 19260/44000 | Loss: 3.0084 | LR: 3.06e-04 | 2657.1ms/step | 7.5 samples/s +Step 19270/44000 | Loss: 3.0090 | LR: 3.06e-04 | 2689.6ms/step | 7.4 samples/s +Step 19280/44000 | Loss: 2.9614 | LR: 3.06e-04 | 2662.3ms/step | 7.5 samples/s +Step 19290/44000 | Loss: 2.9573 | LR: 3.06e-04 | 2573.4ms/step | 7.8 samples/s +Step 19300/44000 | Loss: 2.9760 | LR: 3.05e-04 | 2706.3ms/step | 7.4 samples/s +Step 19310/44000 | Loss: 2.9988 | LR: 3.05e-04 | 2723.6ms/step | 7.3 samples/s +Step 19320/44000 | Loss: 3.0100 | LR: 3.05e-04 | 2733.1ms/step | 7.3 samples/s +Step 19330/44000 | Loss: 2.9352 | LR: 3.05e-04 | 2694.5ms/step | 7.4 samples/s +Step 19340/44000 | Loss: 2.9780 | LR: 3.05e-04 | 2677.2ms/step | 7.5 samples/s +Step 19350/44000 | Loss: 2.9804 | LR: 3.04e-04 | 2720.1ms/step | 7.4 samples/s +Step 19360/44000 | Loss: 2.9556 | LR: 3.04e-04 | 2765.4ms/step | 7.2 samples/s +Step 19370/44000 | Loss: 2.8815 | LR: 3.04e-04 | 2898.2ms/step | 6.9 samples/s +Step 19380/44000 | Loss: 2.9728 | LR: 3.04e-04 | 2690.4ms/step | 7.4 samples/s +Step 19390/44000 | Loss: 2.9812 | LR: 3.04e-04 | 2644.2ms/step | 7.6 samples/s +Step 19400/44000 | Loss: 2.9533 | LR: 3.04e-04 | 2706.6ms/step | 7.4 samples/s +Step 19410/44000 | Loss: 2.9407 | LR: 3.03e-04 | 2666.8ms/step | 7.5 samples/s +Step 19420/44000 | Loss: 2.9725 | LR: 3.03e-04 | 2762.7ms/step | 7.2 samples/s +Step 19430/44000 | Loss: 2.9444 | LR: 3.03e-04 | 2727.3ms/step | 7.3 samples/s +Step 19440/44000 | Loss: 2.9490 | LR: 3.03e-04 | 2736.2ms/step | 7.3 samples/s +Step 19450/44000 | Loss: 2.9612 | LR: 3.03e-04 | 2713.3ms/step | 7.4 samples/s +Step 19460/44000 | Loss: 3.0180 | LR: 3.03e-04 | 2514.2ms/step | 8.0 samples/s +Step 19470/44000 | Loss: 2.9687 | LR: 3.02e-04 | 2508.8ms/step | 8.0 samples/s +Step 19480/44000 | Loss: 2.9852 | LR: 3.02e-04 | 2578.0ms/step | 7.8 samples/s +Step 19490/44000 | Loss: 2.9869 | LR: 3.02e-04 | 2646.0ms/step | 7.6 samples/s +Step 19500/44000 | Loss: 2.9900 | LR: 3.02e-04 | 2641.0ms/step | 7.6 samples/s +Step 19510/44000 | Loss: 2.9711 | LR: 3.02e-04 | 2815.0ms/step | 7.1 samples/s +Step 19520/44000 | Loss: 2.9753 | LR: 3.01e-04 | 2677.5ms/step | 7.5 samples/s +Step 19530/44000 | Loss: 2.9466 | LR: 3.01e-04 | 2652.2ms/step | 7.5 samples/s +Step 19540/44000 | Loss: 2.9923 | LR: 3.01e-04 | 2641.9ms/step | 7.6 samples/s +Step 19550/44000 | Loss: 3.0004 | LR: 3.01e-04 | 2555.6ms/step | 7.8 samples/s +Step 19560/44000 | Loss: 2.9837 | LR: 3.01e-04 | 2671.1ms/step | 7.5 samples/s +Step 19570/44000 | Loss: 2.9929 | LR: 3.01e-04 | 2680.6ms/step | 7.5 samples/s +Step 19580/44000 | Loss: 2.9998 | LR: 3.00e-04 | 2625.2ms/step | 7.6 samples/s +Step 19590/44000 | Loss: 2.9450 | LR: 3.00e-04 | 2666.7ms/step | 7.5 samples/s +Step 19600/44000 | Loss: 2.9150 | LR: 3.00e-04 | 2683.6ms/step | 7.5 samples/s +Step 19610/44000 | Loss: 2.9615 | LR: 3.00e-04 | 2659.3ms/step | 7.5 samples/s +Step 19620/44000 | Loss: 2.9824 | LR: 3.00e-04 | 2722.0ms/step | 7.3 samples/s +Step 19630/44000 | Loss: 2.9731 | LR: 3.00e-04 | 2511.4ms/step | 8.0 samples/s +Step 19640/44000 | Loss: 2.9430 | LR: 2.99e-04 | 2421.5ms/step | 8.3 samples/s +Step 19650/44000 | Loss: 2.9512 | LR: 2.99e-04 | 2442.2ms/step | 8.2 samples/s +Step 19660/44000 | Loss: 2.9448 | LR: 2.99e-04 | 2505.3ms/step | 8.0 samples/s +Step 19670/44000 | Loss: 2.9483 | LR: 2.99e-04 | 2861.5ms/step | 7.0 samples/s +Step 19680/44000 | Loss: 2.9626 | LR: 2.99e-04 | 2717.6ms/step | 7.4 samples/s +Step 19690/44000 | Loss: 2.9212 | LR: 2.98e-04 | 2782.4ms/step | 7.2 samples/s +Step 19700/44000 | Loss: 2.9940 | LR: 2.98e-04 | 2772.8ms/step | 7.2 samples/s +Step 19710/44000 | Loss: 2.9506 | LR: 2.98e-04 | 2743.7ms/step | 7.3 samples/s +Step 19720/44000 | Loss: 2.9908 | LR: 2.98e-04 | 2709.7ms/step | 7.4 samples/s +Step 19730/44000 | Loss: 2.9874 | LR: 2.98e-04 | 2841.7ms/step | 7.0 samples/s +Step 19740/44000 | Loss: 2.9486 | LR: 2.98e-04 | 2733.6ms/step | 7.3 samples/s +Step 19750/44000 | Loss: 3.0186 | LR: 2.97e-04 | 2681.7ms/step | 7.5 samples/s +Step 19760/44000 | Loss: 2.9289 | LR: 2.97e-04 | 2776.9ms/step | 7.2 samples/s +Step 19770/44000 | Loss: 3.0183 | LR: 2.97e-04 | 2844.2ms/step | 7.0 samples/s +Step 19780/44000 | Loss: 2.9655 | LR: 2.97e-04 | 2848.5ms/step | 7.0 samples/s +Step 19790/44000 | Loss: 2.9980 | LR: 2.97e-04 | 2748.5ms/step | 7.3 samples/s +Step 19800/44000 | Loss: 2.9595 | LR: 2.96e-04 | 2770.3ms/step | 7.2 samples/s +Step 19810/44000 | Loss: 2.9917 | LR: 2.96e-04 | 2754.0ms/step | 7.3 samples/s +Step 19820/44000 | Loss: 2.9639 | LR: 2.96e-04 | 2682.8ms/step | 7.5 samples/s +Step 19830/44000 | Loss: 2.9457 | LR: 2.96e-04 | 2542.2ms/step | 7.9 samples/s +Step 19840/44000 | Loss: 2.9691 | LR: 2.96e-04 | 2578.2ms/step | 7.8 samples/s +Step 19850/44000 | Loss: 2.9699 | LR: 2.96e-04 | 2620.2ms/step | 7.6 samples/s +Step 19860/44000 | Loss: 2.9894 | LR: 2.95e-04 | 2651.5ms/step | 7.5 samples/s +Step 19870/44000 | Loss: 2.9234 | LR: 2.95e-04 | 2728.2ms/step | 7.3 samples/s +Step 19880/44000 | Loss: 3.0250 | LR: 2.95e-04 | 2580.3ms/step | 7.8 samples/s +Step 19890/44000 | Loss: 2.9914 | LR: 2.95e-04 | 2710.6ms/step | 7.4 samples/s +Step 19900/44000 | Loss: 2.9207 | LR: 2.95e-04 | 2631.1ms/step | 7.6 samples/s +Step 19910/44000 | Loss: 2.9641 | LR: 2.95e-04 | 2752.2ms/step | 7.3 samples/s +Step 19920/44000 | Loss: 2.9771 | LR: 2.94e-04 | 2668.8ms/step | 7.5 samples/s +Step 19930/44000 | Loss: 2.9542 | LR: 2.94e-04 | 2562.8ms/step | 7.8 samples/s +Step 19940/44000 | Loss: 3.0007 | LR: 2.94e-04 | 2367.4ms/step | 8.4 samples/s +Step 19950/44000 | Loss: 2.9885 | LR: 2.94e-04 | 2567.2ms/step | 7.8 samples/s +Step 19960/44000 | Loss: 2.9543 | LR: 2.94e-04 | 2701.0ms/step | 7.4 samples/s +Step 19970/44000 | Loss: 2.9864 | LR: 2.93e-04 | 2640.8ms/step | 7.6 samples/s +Step 19980/44000 | Loss: 2.9698 | LR: 2.93e-04 | 2688.7ms/step | 7.4 samples/s +Step 19990/44000 | Loss: 2.9782 | LR: 2.93e-04 | 2576.5ms/step | 7.8 samples/s +Step 20000/44000 | Loss: 2.9547 | LR: 2.93e-04 | 2664.5ms/step | 7.5 samples/s +Validation at step 20000: Loss = 2.9593, Perplexity = 19.28 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-20000 +Step 20010/44000 | Loss: 2.9608 | LR: 2.93e-04 | 5608.5ms/step | 3.6 samples/s +Step 20020/44000 | Loss: 2.9620 | LR: 2.93e-04 | 2613.3ms/step | 7.7 samples/s +Step 20030/44000 | Loss: 2.9923 | LR: 2.92e-04 | 2689.5ms/step | 7.4 samples/s +Step 20040/44000 | Loss: 2.9355 | LR: 2.92e-04 | 2665.9ms/step | 7.5 samples/s +Step 20050/44000 | Loss: 2.9949 | LR: 2.92e-04 | 2720.6ms/step | 7.4 samples/s +Step 20060/44000 | Loss: 2.9474 | LR: 2.92e-04 | 2598.7ms/step | 7.7 samples/s +Step 20070/44000 | Loss: 3.0142 | LR: 2.92e-04 | 2800.3ms/step | 7.1 samples/s +Step 20080/44000 | Loss: 2.9557 | LR: 2.91e-04 | 2569.1ms/step | 7.8 samples/s +Step 20090/44000 | Loss: 2.9407 | LR: 2.91e-04 | 2453.7ms/step | 8.2 samples/s +Step 20100/44000 | Loss: 2.9706 | LR: 2.91e-04 | 2489.3ms/step | 8.0 samples/s +Step 20110/44000 | Loss: 2.9241 | LR: 2.91e-04 | 2699.9ms/step | 7.4 samples/s +Step 20120/44000 | Loss: 2.9745 | LR: 2.91e-04 | 2678.8ms/step | 7.5 samples/s +Step 20130/44000 | Loss: 2.9637 | LR: 2.91e-04 | 2600.5ms/step | 7.7 samples/s +Step 20140/44000 | Loss: 2.9249 | LR: 2.90e-04 | 2670.5ms/step | 7.5 samples/s +Step 20150/44000 | Loss: 2.9995 | LR: 2.90e-04 | 2635.6ms/step | 7.6 samples/s +Step 20160/44000 | Loss: 2.9606 | LR: 2.90e-04 | 2562.1ms/step | 7.8 samples/s +Step 20170/44000 | Loss: 2.9843 | LR: 2.90e-04 | 2593.3ms/step | 7.7 samples/s +Step 20180/44000 | Loss: 2.9623 | LR: 2.90e-04 | 2660.4ms/step | 7.5 samples/s +Step 20190/44000 | Loss: 3.0278 | LR: 2.90e-04 | 2673.4ms/step | 7.5 samples/s +Step 20200/44000 | Loss: 2.9883 | LR: 2.89e-04 | 2799.3ms/step | 7.1 samples/s +Step 20210/44000 | Loss: 2.9497 | LR: 2.89e-04 | 2689.7ms/step | 7.4 samples/s +Step 20220/44000 | Loss: 2.9850 | LR: 2.89e-04 | 2652.1ms/step | 7.5 samples/s +Step 20230/44000 | Loss: 2.9397 | LR: 2.89e-04 | 2668.1ms/step | 7.5 samples/s +Step 20240/44000 | Loss: 2.9244 | LR: 2.89e-04 | 2705.5ms/step | 7.4 samples/s +Step 20250/44000 | Loss: 2.9550 | LR: 2.88e-04 | 2649.4ms/step | 7.5 samples/s +Step 20260/44000 | Loss: 2.9296 | LR: 2.88e-04 | 2669.3ms/step | 7.5 samples/s +Step 20270/44000 | Loss: 2.9924 | LR: 2.88e-04 | 2683.8ms/step | 7.5 samples/s +Step 20280/44000 | Loss: 2.9659 | LR: 2.88e-04 | 2641.5ms/step | 7.6 samples/s +Step 20290/44000 | Loss: 2.9707 | LR: 2.88e-04 | 2625.9ms/step | 7.6 samples/s +Step 20300/44000 | Loss: 2.9584 | LR: 2.88e-04 | 2657.8ms/step | 7.5 samples/s +Step 20310/44000 | Loss: 2.9606 | LR: 2.87e-04 | 2626.2ms/step | 7.6 samples/s +Step 20320/44000 | Loss: 2.9811 | LR: 2.87e-04 | 2631.6ms/step | 7.6 samples/s +Step 20330/44000 | Loss: 2.9834 | LR: 2.87e-04 | 2642.9ms/step | 7.6 samples/s +Step 20340/44000 | Loss: 2.9451 | LR: 2.87e-04 | 2562.6ms/step | 7.8 samples/s +Step 20350/44000 | Loss: 2.9242 | LR: 2.87e-04 | 2747.6ms/step | 7.3 samples/s +Step 20360/44000 | Loss: 2.9900 | LR: 2.86e-04 | 2725.8ms/step | 7.3 samples/s +Step 20370/44000 | Loss: 2.9500 | LR: 2.86e-04 | 2671.6ms/step | 7.5 samples/s +Step 20380/44000 | Loss: 2.9476 | LR: 2.86e-04 | 2631.8ms/step | 7.6 samples/s +Step 20390/44000 | Loss: 2.9587 | LR: 2.86e-04 | 2614.5ms/step | 7.6 samples/s +Step 20400/44000 | Loss: 2.9827 | LR: 2.86e-04 | 2585.8ms/step | 7.7 samples/s +Step 20410/44000 | Loss: 2.9942 | LR: 2.86e-04 | 2602.7ms/step | 7.7 samples/s +Step 20420/44000 | Loss: 2.9332 | LR: 2.85e-04 | 2841.6ms/step | 7.0 samples/s +Step 20430/44000 | Loss: 2.9740 | LR: 2.85e-04 | 2651.4ms/step | 7.5 samples/s +Step 20440/44000 | Loss: 2.9530 | LR: 2.85e-04 | 2738.1ms/step | 7.3 samples/s +Step 20450/44000 | Loss: 3.0246 | LR: 2.85e-04 | 2641.2ms/step | 7.6 samples/s +Step 20460/44000 | Loss: 2.9524 | LR: 2.85e-04 | 2531.4ms/step | 7.9 samples/s +Step 20470/44000 | Loss: 2.9486 | LR: 2.84e-04 | 2568.1ms/step | 7.8 samples/s +Step 20480/44000 | Loss: 3.0178 | LR: 2.84e-04 | 2604.2ms/step | 7.7 samples/s +Step 20490/44000 | Loss: 2.9596 | LR: 2.84e-04 | 2576.1ms/step | 7.8 samples/s +Step 20500/44000 | Loss: 2.9963 | LR: 2.84e-04 | 2538.8ms/step | 7.9 samples/s +Step 20510/44000 | Loss: 2.9900 | LR: 2.84e-04 | 2611.1ms/step | 7.7 samples/s +Step 20520/44000 | Loss: 2.9981 | LR: 2.84e-04 | 2640.7ms/step | 7.6 samples/s +Step 20530/44000 | Loss: 3.0272 | LR: 2.83e-04 | 2527.9ms/step | 7.9 samples/s +Step 20540/44000 | Loss: 2.9531 | LR: 2.83e-04 | 2583.2ms/step | 7.7 samples/s +Step 20550/44000 | Loss: 2.9611 | LR: 2.83e-04 | 2719.6ms/step | 7.4 samples/s +Step 20560/44000 | Loss: 2.9350 | LR: 2.83e-04 | 2550.5ms/step | 7.8 samples/s +Step 20570/44000 | Loss: 2.9483 | LR: 2.83e-04 | 2466.2ms/step | 8.1 samples/s +Step 20580/44000 | Loss: 2.9393 | LR: 2.83e-04 | 2404.2ms/step | 8.3 samples/s +Step 20590/44000 | Loss: 2.9846 | LR: 2.82e-04 | 2560.4ms/step | 7.8 samples/s +Step 20600/44000 | Loss: 2.9587 | LR: 2.82e-04 | 2570.2ms/step | 7.8 samples/s +Step 20610/44000 | Loss: 2.9244 | LR: 2.82e-04 | 2644.2ms/step | 7.6 samples/s +Step 20620/44000 | Loss: 2.9468 | LR: 2.82e-04 | 2598.8ms/step | 7.7 samples/s +Step 20630/44000 | Loss: 2.9400 | LR: 2.82e-04 | 2701.5ms/step | 7.4 samples/s +Step 20640/44000 | Loss: 2.9384 | LR: 2.81e-04 | 2768.1ms/step | 7.2 samples/s +Step 20650/44000 | Loss: 2.9500 | LR: 2.81e-04 | 2756.5ms/step | 7.3 samples/s +Step 20660/44000 | Loss: 2.9438 | LR: 2.81e-04 | 2727.1ms/step | 7.3 samples/s +Step 20670/44000 | Loss: 2.9668 | LR: 2.81e-04 | 2579.3ms/step | 7.8 samples/s +Step 20680/44000 | Loss: 2.9589 | LR: 2.81e-04 | 2594.5ms/step | 7.7 samples/s +Step 20690/44000 | Loss: 2.9322 | LR: 2.81e-04 | 2607.0ms/step | 7.7 samples/s +Step 20700/44000 | Loss: 2.9545 | LR: 2.80e-04 | 2603.4ms/step | 7.7 samples/s +Step 20710/44000 | Loss: 2.9542 | LR: 2.80e-04 | 2587.4ms/step | 7.7 samples/s +Step 20720/44000 | Loss: 2.9411 | LR: 2.80e-04 | 2581.5ms/step | 7.7 samples/s +Step 20730/44000 | Loss: 2.9034 | LR: 2.80e-04 | 2600.0ms/step | 7.7 samples/s +Step 20740/44000 | Loss: 2.9511 | LR: 2.80e-04 | 2579.2ms/step | 7.8 samples/s +Step 20750/44000 | Loss: 2.9716 | LR: 2.79e-04 | 2673.4ms/step | 7.5 samples/s +Step 20760/44000 | Loss: 2.9633 | LR: 2.79e-04 | 2799.4ms/step | 7.1 samples/s +Step 20770/44000 | Loss: 3.0128 | LR: 2.79e-04 | 2672.8ms/step | 7.5 samples/s +Step 20780/44000 | Loss: 2.9570 | LR: 2.79e-04 | 2620.1ms/step | 7.6 samples/s +Step 20790/44000 | Loss: 2.9721 | LR: 2.79e-04 | 2803.9ms/step | 7.1 samples/s +Step 20800/44000 | Loss: 2.9693 | LR: 2.79e-04 | 2646.9ms/step | 7.6 samples/s +Step 20810/44000 | Loss: 2.9834 | LR: 2.78e-04 | 2572.4ms/step | 7.8 samples/s +Step 20820/44000 | Loss: 2.9603 | LR: 2.78e-04 | 2677.7ms/step | 7.5 samples/s +Step 20830/44000 | Loss: 2.9189 | LR: 2.78e-04 | 2751.8ms/step | 7.3 samples/s +Step 20840/44000 | Loss: 2.9579 | LR: 2.78e-04 | 2707.8ms/step | 7.4 samples/s +Step 20850/44000 | Loss: 2.9506 | LR: 2.78e-04 | 2698.5ms/step | 7.4 samples/s +Step 20860/44000 | Loss: 3.0027 | LR: 2.77e-04 | 2727.7ms/step | 7.3 samples/s +Step 20870/44000 | Loss: 2.9710 | LR: 2.77e-04 | 2696.0ms/step | 7.4 samples/s +Step 20880/44000 | Loss: 2.9542 | LR: 2.77e-04 | 2535.2ms/step | 7.9 samples/s +Step 20890/44000 | Loss: 2.9886 | LR: 2.77e-04 | 2360.8ms/step | 8.5 samples/s +Step 20900/44000 | Loss: 2.9680 | LR: 2.77e-04 | 2236.0ms/step | 8.9 samples/s +Step 20910/44000 | Loss: 2.9688 | LR: 2.77e-04 | 2435.6ms/step | 8.2 samples/s +Step 20920/44000 | Loss: 2.9728 | LR: 2.76e-04 | 2409.6ms/step | 8.3 samples/s +Step 20930/44000 | Loss: 2.9073 | LR: 2.76e-04 | 2152.5ms/step | 9.3 samples/s +Step 20940/44000 | Loss: 2.9647 | LR: 2.76e-04 | 2178.6ms/step | 9.2 samples/s +Step 20950/44000 | Loss: 2.9030 | LR: 2.76e-04 | 2183.8ms/step | 9.2 samples/s +Step 20960/44000 | Loss: 2.9732 | LR: 2.76e-04 | 2168.7ms/step | 9.2 samples/s +Step 20970/44000 | Loss: 2.9428 | LR: 2.75e-04 | 2147.6ms/step | 9.3 samples/s +Step 20980/44000 | Loss: 2.9611 | LR: 2.75e-04 | 2210.0ms/step | 9.0 samples/s +Step 20990/44000 | Loss: 2.9550 | LR: 2.75e-04 | 2150.8ms/step | 9.3 samples/s +Step 21000/44000 | Loss: 2.9815 | LR: 2.75e-04 | 2157.9ms/step | 9.3 samples/s +Validation at step 21000: Loss = 2.9493, Perplexity = 19.09 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-21000 +Step 21010/44000 | Loss: 2.9321 | LR: 2.75e-04 | 4440.8ms/step | 4.5 samples/s +Step 21020/44000 | Loss: 2.9510 | LR: 2.75e-04 | 2147.3ms/step | 9.3 samples/s +Step 21030/44000 | Loss: 2.9662 | LR: 2.74e-04 | 2150.8ms/step | 9.3 samples/s +Step 21040/44000 | Loss: 2.9584 | LR: 2.74e-04 | 2116.8ms/step | 9.4 samples/s +Step 21050/44000 | Loss: 2.9312 | LR: 2.74e-04 | 2183.2ms/step | 9.2 samples/s +Step 21060/44000 | Loss: 2.9428 | LR: 2.74e-04 | 2164.7ms/step | 9.2 samples/s +Step 21070/44000 | Loss: 2.9857 | LR: 2.74e-04 | 2168.9ms/step | 9.2 samples/s +Step 21080/44000 | Loss: 2.9222 | LR: 2.73e-04 | 2162.5ms/step | 9.2 samples/s +Step 21090/44000 | Loss: 2.9872 | LR: 2.73e-04 | 2177.4ms/step | 9.2 samples/s +Step 21100/44000 | Loss: 2.9620 | LR: 2.73e-04 | 2157.6ms/step | 9.3 samples/s +Step 21110/44000 | Loss: 2.9706 | LR: 2.73e-04 | 2148.8ms/step | 9.3 samples/s +Step 21120/44000 | Loss: 3.0067 | LR: 2.73e-04 | 2166.1ms/step | 9.2 samples/s +Step 21130/44000 | Loss: 2.9745 | LR: 2.73e-04 | 2149.2ms/step | 9.3 samples/s +Step 21140/44000 | Loss: 2.9460 | LR: 2.72e-04 | 2163.2ms/step | 9.2 samples/s +Step 21150/44000 | Loss: 2.9953 | LR: 2.72e-04 | 2123.1ms/step | 9.4 samples/s +Step 21160/44000 | Loss: 2.9573 | LR: 2.72e-04 | 2163.5ms/step | 9.2 samples/s +Step 21170/44000 | Loss: 2.9384 | LR: 2.72e-04 | 2153.2ms/step | 9.3 samples/s +Step 21180/44000 | Loss: 2.8869 | LR: 2.72e-04 | 2158.4ms/step | 9.3 samples/s +Step 21190/44000 | Loss: 2.9113 | LR: 2.71e-04 | 2174.1ms/step | 9.2 samples/s +Step 21200/44000 | Loss: 2.9334 | LR: 2.71e-04 | 2184.8ms/step | 9.2 samples/s +Step 21210/44000 | Loss: 2.9391 | LR: 2.71e-04 | 2138.0ms/step | 9.4 samples/s +Step 21220/44000 | Loss: 2.9619 | LR: 2.71e-04 | 2151.4ms/step | 9.3 samples/s +Step 21230/44000 | Loss: 2.9910 | LR: 2.71e-04 | 2149.1ms/step | 9.3 samples/s +Step 21240/44000 | Loss: 2.9157 | LR: 2.71e-04 | 2148.4ms/step | 9.3 samples/s +Step 21250/44000 | Loss: 2.9533 | LR: 2.70e-04 | 2149.8ms/step | 9.3 samples/s +Step 21260/44000 | Loss: 2.9330 | LR: 2.70e-04 | 2138.8ms/step | 9.4 samples/s +Step 21270/44000 | Loss: 2.9444 | LR: 2.70e-04 | 2160.0ms/step | 9.3 samples/s +Step 21280/44000 | Loss: 2.9157 | LR: 2.70e-04 | 2162.9ms/step | 9.2 samples/s +Step 21290/44000 | Loss: 2.9136 | LR: 2.70e-04 | 2168.7ms/step | 9.2 samples/s +Step 21300/44000 | Loss: 2.9195 | LR: 2.70e-04 | 2142.0ms/step | 9.3 samples/s +Step 21310/44000 | Loss: 2.9604 | LR: 2.69e-04 | 2145.9ms/step | 9.3 samples/s +Step 21320/44000 | Loss: 2.9292 | LR: 2.69e-04 | 2144.2ms/step | 9.3 samples/s +Step 21330/44000 | Loss: 2.9622 | LR: 2.69e-04 | 2136.0ms/step | 9.4 samples/s +Step 21340/44000 | Loss: 2.9674 | LR: 2.69e-04 | 2143.9ms/step | 9.3 samples/s +Step 21350/44000 | Loss: 2.9959 | LR: 2.69e-04 | 2205.2ms/step | 9.1 samples/s +Step 21360/44000 | Loss: 2.9421 | LR: 2.68e-04 | 2143.3ms/step | 9.3 samples/s +Step 21370/44000 | Loss: 2.9705 | LR: 2.68e-04 | 2141.9ms/step | 9.3 samples/s +Step 21380/44000 | Loss: 2.9682 | LR: 2.68e-04 | 2158.4ms/step | 9.3 samples/s +Step 21390/44000 | Loss: 2.9776 | LR: 2.68e-04 | 2142.5ms/step | 9.3 samples/s +Step 21400/44000 | Loss: 2.9668 | LR: 2.68e-04 | 2150.1ms/step | 9.3 samples/s +Step 21410/44000 | Loss: 2.9519 | LR: 2.68e-04 | 2171.8ms/step | 9.2 samples/s +Step 21420/44000 | Loss: 2.9452 | LR: 2.67e-04 | 2165.9ms/step | 9.2 samples/s +Step 21430/44000 | Loss: 2.9339 | LR: 2.67e-04 | 2186.3ms/step | 9.1 samples/s +Step 21440/44000 | Loss: 2.9259 | LR: 2.67e-04 | 2160.0ms/step | 9.3 samples/s +Step 21450/44000 | Loss: 2.9280 | LR: 2.67e-04 | 2183.2ms/step | 9.2 samples/s +Step 21460/44000 | Loss: 2.9488 | LR: 2.67e-04 | 2126.7ms/step | 9.4 samples/s +Step 21470/44000 | Loss: 2.9787 | LR: 2.66e-04 | 2110.4ms/step | 9.5 samples/s +Step 21480/44000 | Loss: 2.9408 | LR: 2.66e-04 | 2094.1ms/step | 9.6 samples/s +Step 21490/44000 | Loss: 2.9481 | LR: 2.66e-04 | 2116.4ms/step | 9.5 samples/s +Step 21500/44000 | Loss: 2.9226 | LR: 2.66e-04 | 2080.3ms/step | 9.6 samples/s +Step 21510/44000 | Loss: 2.9294 | LR: 2.66e-04 | 2104.5ms/step | 9.5 samples/s +Step 21520/44000 | Loss: 2.8839 | LR: 2.66e-04 | 2115.9ms/step | 9.5 samples/s +Step 21530/44000 | Loss: 3.0305 | LR: 2.65e-04 | 2095.6ms/step | 9.5 samples/s +Step 21540/44000 | Loss: 2.9232 | LR: 2.65e-04 | 2121.5ms/step | 9.4 samples/s +Step 21550/44000 | Loss: 2.9135 | LR: 2.65e-04 | 2105.7ms/step | 9.5 samples/s +Step 21560/44000 | Loss: 2.9370 | LR: 2.65e-04 | 2116.3ms/step | 9.5 samples/s +Step 21570/44000 | Loss: 2.9677 | LR: 2.65e-04 | 2095.2ms/step | 9.5 samples/s +Step 21580/44000 | Loss: 2.9199 | LR: 2.64e-04 | 2126.5ms/step | 9.4 samples/s +Step 21590/44000 | Loss: 2.9467 | LR: 2.64e-04 | 2105.4ms/step | 9.5 samples/s +Step 21600/44000 | Loss: 2.9793 | LR: 2.64e-04 | 2111.1ms/step | 9.5 samples/s +Step 21610/44000 | Loss: 2.9350 | LR: 2.64e-04 | 2095.4ms/step | 9.5 samples/s +Step 21620/44000 | Loss: 2.9556 | LR: 2.64e-04 | 2116.4ms/step | 9.5 samples/s +Step 21630/44000 | Loss: 2.9449 | LR: 2.64e-04 | 2158.5ms/step | 9.3 samples/s +Step 21640/44000 | Loss: 2.9354 | LR: 2.63e-04 | 2152.3ms/step | 9.3 samples/s +Step 21650/44000 | Loss: 2.9509 | LR: 2.63e-04 | 2160.6ms/step | 9.3 samples/s +Step 21660/44000 | Loss: 2.9818 | LR: 2.63e-04 | 2182.2ms/step | 9.2 samples/s +Step 21670/44000 | Loss: 2.9718 | LR: 2.63e-04 | 2184.4ms/step | 9.2 samples/s +Step 21680/44000 | Loss: 2.9529 | LR: 2.63e-04 | 2168.7ms/step | 9.2 samples/s +Step 21690/44000 | Loss: 2.9508 | LR: 2.62e-04 | 2194.5ms/step | 9.1 samples/s +Step 21700/44000 | Loss: 2.9716 | LR: 2.62e-04 | 2184.6ms/step | 9.2 samples/s +Step 21710/44000 | Loss: 2.9327 | LR: 2.62e-04 | 2183.8ms/step | 9.2 samples/s +Step 21720/44000 | Loss: 2.9254 | LR: 2.62e-04 | 2167.8ms/step | 9.2 samples/s +Step 21730/44000 | Loss: 2.9433 | LR: 2.62e-04 | 2178.8ms/step | 9.2 samples/s +Step 21740/44000 | Loss: 2.9385 | LR: 2.62e-04 | 2216.2ms/step | 9.0 samples/s +Step 21750/44000 | Loss: 2.9367 | LR: 2.61e-04 | 2195.0ms/step | 9.1 samples/s +Step 21760/44000 | Loss: 2.9536 | LR: 2.61e-04 | 2195.2ms/step | 9.1 samples/s +Step 21770/44000 | Loss: 2.9360 | LR: 2.61e-04 | 2152.8ms/step | 9.3 samples/s +Step 21780/44000 | Loss: 2.9885 | LR: 2.61e-04 | 2136.8ms/step | 9.4 samples/s +Step 21790/44000 | Loss: 2.9815 | LR: 2.61e-04 | 2168.6ms/step | 9.2 samples/s +Step 21800/44000 | Loss: 2.9370 | LR: 2.60e-04 | 2154.3ms/step | 9.3 samples/s +Step 21810/44000 | Loss: 2.9542 | LR: 2.60e-04 | 2161.9ms/step | 9.3 samples/s +Step 21820/44000 | Loss: 2.9456 | LR: 2.60e-04 | 2147.8ms/step | 9.3 samples/s +Step 21830/44000 | Loss: 2.9347 | LR: 2.60e-04 | 2189.5ms/step | 9.1 samples/s +Step 21840/44000 | Loss: 2.9526 | LR: 2.60e-04 | 2145.8ms/step | 9.3 samples/s +Step 21850/44000 | Loss: 2.9197 | LR: 2.60e-04 | 2170.2ms/step | 9.2 samples/s +Step 21860/44000 | Loss: 2.9663 | LR: 2.59e-04 | 2143.1ms/step | 9.3 samples/s +Step 21870/44000 | Loss: 2.9704 | LR: 2.59e-04 | 2189.1ms/step | 9.1 samples/s +Step 21880/44000 | Loss: 2.9494 | LR: 2.59e-04 | 2218.9ms/step | 9.0 samples/s +Step 21890/44000 | Loss: 2.9573 | LR: 2.59e-04 | 2140.5ms/step | 9.3 samples/s +Step 21900/44000 | Loss: 2.9626 | LR: 2.59e-04 | 2055.1ms/step | 9.7 samples/s +Step 21910/44000 | Loss: 2.9443 | LR: 2.58e-04 | 2162.1ms/step | 9.3 samples/s +Step 21920/44000 | Loss: 2.9584 | LR: 2.58e-04 | 2143.9ms/step | 9.3 samples/s +Step 21930/44000 | Loss: 2.9272 | LR: 2.58e-04 | 2134.7ms/step | 9.4 samples/s +Step 21940/44000 | Loss: 2.9230 | LR: 2.58e-04 | 2161.5ms/step | 9.3 samples/s +Step 21950/44000 | Loss: 2.9615 | LR: 2.58e-04 | 2196.8ms/step | 9.1 samples/s +Step 21960/44000 | Loss: 2.9792 | LR: 2.58e-04 | 2190.1ms/step | 9.1 samples/s +Step 21970/44000 | Loss: 2.9295 | LR: 2.57e-04 | 2184.3ms/step | 9.2 samples/s +Step 21980/44000 | Loss: 2.9469 | LR: 2.57e-04 | 2155.3ms/step | 9.3 samples/s +Step 21990/44000 | Loss: 2.9476 | LR: 2.57e-04 | 2185.6ms/step | 9.2 samples/s +Step 22000/44000 | Loss: 2.9724 | LR: 2.57e-04 | 2153.4ms/step | 9.3 samples/s +Validation at step 22000: Loss = 2.9392, Perplexity = 18.90 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-22000 +Step 22010/44000 | Loss: 2.9337 | LR: 2.57e-04 | 4505.9ms/step | 4.4 samples/s +Step 22020/44000 | Loss: 2.9640 | LR: 2.56e-04 | 2148.9ms/step | 9.3 samples/s +Step 22030/44000 | Loss: 2.9909 | LR: 2.56e-04 | 2143.1ms/step | 9.3 samples/s +Step 22040/44000 | Loss: 2.9331 | LR: 2.56e-04 | 2174.4ms/step | 9.2 samples/s +Step 22050/44000 | Loss: 2.9560 | LR: 2.56e-04 | 2170.7ms/step | 9.2 samples/s +Step 22060/44000 | Loss: 2.9783 | LR: 2.56e-04 | 2190.3ms/step | 9.1 samples/s +Step 22070/44000 | Loss: 2.9625 | LR: 2.56e-04 | 2183.4ms/step | 9.2 samples/s +Step 22080/44000 | Loss: 2.9095 | LR: 2.55e-04 | 2153.1ms/step | 9.3 samples/s +Step 22090/44000 | Loss: 2.9321 | LR: 2.55e-04 | 2171.5ms/step | 9.2 samples/s +Step 22100/44000 | Loss: 2.9432 | LR: 2.55e-04 | 2162.0ms/step | 9.3 samples/s +Step 22110/44000 | Loss: 2.9518 | LR: 2.55e-04 | 2125.3ms/step | 9.4 samples/s +Step 22120/44000 | Loss: 2.9568 | LR: 2.55e-04 | 2168.7ms/step | 9.2 samples/s +Step 22130/44000 | Loss: 2.9401 | LR: 2.54e-04 | 2218.6ms/step | 9.0 samples/s +Step 22140/44000 | Loss: 2.8972 | LR: 2.54e-04 | 2172.2ms/step | 9.2 samples/s +Step 22150/44000 | Loss: 2.9664 | LR: 2.54e-04 | 2143.6ms/step | 9.3 samples/s +Step 22160/44000 | Loss: 2.9487 | LR: 2.54e-04 | 2147.9ms/step | 9.3 samples/s +Step 22170/44000 | Loss: 2.9648 | LR: 2.54e-04 | 2159.2ms/step | 9.3 samples/s +Step 22180/44000 | Loss: 2.9204 | LR: 2.54e-04 | 2158.2ms/step | 9.3 samples/s +Step 22190/44000 | Loss: 2.9457 | LR: 2.53e-04 | 2183.6ms/step | 9.2 samples/s +Step 22200/44000 | Loss: 2.8725 | LR: 2.53e-04 | 2165.9ms/step | 9.2 samples/s +Step 22210/44000 | Loss: 2.9479 | LR: 2.53e-04 | 2137.3ms/step | 9.4 samples/s +Step 22220/44000 | Loss: 2.9339 | LR: 2.53e-04 | 2142.0ms/step | 9.3 samples/s +Step 22230/44000 | Loss: 2.9525 | LR: 2.53e-04 | 2185.9ms/step | 9.1 samples/s +Step 22240/44000 | Loss: 2.9394 | LR: 2.52e-04 | 2208.8ms/step | 9.1 samples/s +Step 22250/44000 | Loss: 2.9806 | LR: 2.52e-04 | 2197.4ms/step | 9.1 samples/s +Step 22260/44000 | Loss: 2.9550 | LR: 2.52e-04 | 2153.9ms/step | 9.3 samples/s +Step 22270/44000 | Loss: 2.9578 | LR: 2.52e-04 | 2166.7ms/step | 9.2 samples/s +Step 22280/44000 | Loss: 2.9217 | LR: 2.52e-04 | 2137.3ms/step | 9.4 samples/s +Step 22290/44000 | Loss: 2.9333 | LR: 2.52e-04 | 2128.1ms/step | 9.4 samples/s +Step 22300/44000 | Loss: 2.9301 | LR: 2.51e-04 | 2154.9ms/step | 9.3 samples/s +Step 22310/44000 | Loss: 2.9543 | LR: 2.51e-04 | 2136.5ms/step | 9.4 samples/s +Step 22320/44000 | Loss: 2.9680 | LR: 2.51e-04 | 2140.0ms/step | 9.3 samples/s +Step 22330/44000 | Loss: 2.9409 | LR: 2.51e-04 | 2179.1ms/step | 9.2 samples/s +Step 22340/44000 | Loss: 2.9621 | LR: 2.51e-04 | 2180.9ms/step | 9.2 samples/s +Step 22350/44000 | Loss: 2.9347 | LR: 2.50e-04 | 2137.7ms/step | 9.4 samples/s +Step 22360/44000 | Loss: 2.9606 | LR: 2.50e-04 | 2140.8ms/step | 9.3 samples/s +Step 22370/44000 | Loss: 2.9409 | LR: 2.50e-04 | 2178.7ms/step | 9.2 samples/s +Step 22380/44000 | Loss: 2.9534 | LR: 2.50e-04 | 2164.7ms/step | 9.2 samples/s +Step 22390/44000 | Loss: 2.9680 | LR: 2.50e-04 | 2160.3ms/step | 9.3 samples/s +Step 22400/44000 | Loss: 2.9289 | LR: 2.50e-04 | 2147.8ms/step | 9.3 samples/s +Step 22410/44000 | Loss: 2.9333 | LR: 2.49e-04 | 2159.1ms/step | 9.3 samples/s +Step 22420/44000 | Loss: 2.9419 | LR: 2.49e-04 | 2158.5ms/step | 9.3 samples/s +Step 22430/44000 | Loss: 2.9664 | LR: 2.49e-04 | 2147.8ms/step | 9.3 samples/s +Step 22440/44000 | Loss: 2.9571 | LR: 2.49e-04 | 2152.9ms/step | 9.3 samples/s +Step 22450/44000 | Loss: 2.9630 | LR: 2.49e-04 | 2211.0ms/step | 9.0 samples/s +Step 22460/44000 | Loss: 2.9402 | LR: 2.48e-04 | 2192.6ms/step | 9.1 samples/s +Step 22470/44000 | Loss: 2.9511 | LR: 2.48e-04 | 2144.9ms/step | 9.3 samples/s +Step 22480/44000 | Loss: 2.9255 | LR: 2.48e-04 | 2205.2ms/step | 9.1 samples/s +Step 22490/44000 | Loss: 2.9285 | LR: 2.48e-04 | 2162.8ms/step | 9.2 samples/s +Step 22500/44000 | Loss: 2.9200 | LR: 2.48e-04 | 2145.0ms/step | 9.3 samples/s +Step 22510/44000 | Loss: 2.9578 | LR: 2.48e-04 | 2161.6ms/step | 9.3 samples/s +Step 22520/44000 | Loss: 2.9290 | LR: 2.47e-04 | 2191.3ms/step | 9.1 samples/s +Step 22530/44000 | Loss: 2.9604 | LR: 2.47e-04 | 2158.3ms/step | 9.3 samples/s +Step 22540/44000 | Loss: 2.9532 | LR: 2.47e-04 | 2174.2ms/step | 9.2 samples/s +Step 22550/44000 | Loss: 2.8868 | LR: 2.47e-04 | 2163.4ms/step | 9.2 samples/s +Step 22560/44000 | Loss: 2.9357 | LR: 2.47e-04 | 2161.4ms/step | 9.3 samples/s +Step 22570/44000 | Loss: 2.9470 | LR: 2.46e-04 | 2161.1ms/step | 9.3 samples/s +Step 22580/44000 | Loss: 2.9669 | LR: 2.46e-04 | 2167.0ms/step | 9.2 samples/s +Step 22590/44000 | Loss: 2.9487 | LR: 2.46e-04 | 2151.9ms/step | 9.3 samples/s +Step 22600/44000 | Loss: 2.9207 | LR: 2.46e-04 | 2195.5ms/step | 9.1 samples/s +Step 22610/44000 | Loss: 2.9172 | LR: 2.46e-04 | 2183.2ms/step | 9.2 samples/s +Step 22620/44000 | Loss: 2.9211 | LR: 2.46e-04 | 2159.2ms/step | 9.3 samples/s +Step 22630/44000 | Loss: 2.9307 | LR: 2.45e-04 | 2180.2ms/step | 9.2 samples/s +Step 22640/44000 | Loss: 2.9701 | LR: 2.45e-04 | 2182.5ms/step | 9.2 samples/s +Step 22650/44000 | Loss: 2.9460 | LR: 2.45e-04 | 2158.4ms/step | 9.3 samples/s +Step 22660/44000 | Loss: 2.9797 | LR: 2.45e-04 | 2168.3ms/step | 9.2 samples/s +Step 22670/44000 | Loss: 2.9295 | LR: 2.45e-04 | 2147.5ms/step | 9.3 samples/s +Step 22680/44000 | Loss: 2.9406 | LR: 2.44e-04 | 2152.8ms/step | 9.3 samples/s +Step 22690/44000 | Loss: 3.0060 | LR: 2.44e-04 | 2168.8ms/step | 9.2 samples/s +Step 22700/44000 | Loss: 2.9602 | LR: 2.44e-04 | 2137.0ms/step | 9.4 samples/s +Step 22710/44000 | Loss: 2.9179 | LR: 2.44e-04 | 2156.0ms/step | 9.3 samples/s +Step 22720/44000 | Loss: 2.9303 | LR: 2.44e-04 | 2176.2ms/step | 9.2 samples/s +Step 22730/44000 | Loss: 2.9246 | LR: 2.44e-04 | 2137.2ms/step | 9.4 samples/s +Step 22740/44000 | Loss: 2.9619 | LR: 2.43e-04 | 2180.2ms/step | 9.2 samples/s +Step 22750/44000 | Loss: 2.9317 | LR: 2.43e-04 | 2178.7ms/step | 9.2 samples/s +Step 22760/44000 | Loss: 2.9332 | LR: 2.43e-04 | 2134.0ms/step | 9.4 samples/s +Step 22770/44000 | Loss: 2.9473 | LR: 2.43e-04 | 2214.2ms/step | 9.0 samples/s +Step 22780/44000 | Loss: 2.9298 | LR: 2.43e-04 | 2148.7ms/step | 9.3 samples/s +Step 22790/44000 | Loss: 2.8924 | LR: 2.42e-04 | 2174.4ms/step | 9.2 samples/s +Step 22800/44000 | Loss: 2.9268 | LR: 2.42e-04 | 2169.4ms/step | 9.2 samples/s +Step 22810/44000 | Loss: 2.9050 | LR: 2.42e-04 | 2154.2ms/step | 9.3 samples/s +Step 22820/44000 | Loss: 2.9287 | LR: 2.42e-04 | 2149.5ms/step | 9.3 samples/s +Step 22830/44000 | Loss: 2.9176 | LR: 2.42e-04 | 2156.9ms/step | 9.3 samples/s +Step 22840/44000 | Loss: 2.9139 | LR: 2.42e-04 | 2184.9ms/step | 9.2 samples/s +Step 22850/44000 | Loss: 2.9197 | LR: 2.41e-04 | 2150.4ms/step | 9.3 samples/s +Step 22860/44000 | Loss: 2.9833 | LR: 2.41e-04 | 2150.4ms/step | 9.3 samples/s +Step 22870/44000 | Loss: 2.9409 | LR: 2.41e-04 | 2156.4ms/step | 9.3 samples/s +Step 22880/44000 | Loss: 2.9498 | LR: 2.41e-04 | 2157.2ms/step | 9.3 samples/s +Step 22890/44000 | Loss: 2.9317 | LR: 2.41e-04 | 2164.3ms/step | 9.2 samples/s +Step 22900/44000 | Loss: 2.9147 | LR: 2.40e-04 | 2065.0ms/step | 9.7 samples/s +Step 22910/44000 | Loss: 2.9361 | LR: 2.40e-04 | 2142.5ms/step | 9.3 samples/s +Step 22920/44000 | Loss: 2.9476 | LR: 2.40e-04 | 2174.6ms/step | 9.2 samples/s +Step 22930/44000 | Loss: 2.9295 | LR: 2.40e-04 | 2164.0ms/step | 9.2 samples/s +Step 22940/44000 | Loss: 2.9959 | LR: 2.40e-04 | 2169.7ms/step | 9.2 samples/s +Step 22950/44000 | Loss: 2.9162 | LR: 2.40e-04 | 2146.5ms/step | 9.3 samples/s +Step 22960/44000 | Loss: 2.9142 | LR: 2.39e-04 | 2197.6ms/step | 9.1 samples/s +Step 22970/44000 | Loss: 2.9360 | LR: 2.39e-04 | 2163.3ms/step | 9.2 samples/s +Step 22980/44000 | Loss: 2.9416 | LR: 2.39e-04 | 2182.8ms/step | 9.2 samples/s +Step 22990/44000 | Loss: 2.9172 | LR: 2.39e-04 | 2158.0ms/step | 9.3 samples/s +Step 23000/44000 | Loss: 2.8744 | LR: 2.39e-04 | 2148.5ms/step | 9.3 samples/s +Validation at step 23000: Loss = 2.9296, Perplexity = 18.72 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-23000 +Step 23010/44000 | Loss: 2.9525 | LR: 2.38e-04 | 4474.3ms/step | 4.5 samples/s +Step 23020/44000 | Loss: 2.9466 | LR: 2.38e-04 | 2189.8ms/step | 9.1 samples/s +Step 23030/44000 | Loss: 2.8955 | LR: 2.38e-04 | 2178.9ms/step | 9.2 samples/s +Step 23040/44000 | Loss: 2.9149 | LR: 2.38e-04 | 2131.6ms/step | 9.4 samples/s +Step 23050/44000 | Loss: 2.9363 | LR: 2.38e-04 | 2174.1ms/step | 9.2 samples/s +Step 23060/44000 | Loss: 2.9538 | LR: 2.38e-04 | 2208.0ms/step | 9.1 samples/s +Step 23070/44000 | Loss: 2.9297 | LR: 2.37e-04 | 2120.2ms/step | 9.4 samples/s +Step 23080/44000 | Loss: 2.9788 | LR: 2.37e-04 | 2184.4ms/step | 9.2 samples/s +Step 23090/44000 | Loss: 2.9443 | LR: 2.37e-04 | 2137.8ms/step | 9.4 samples/s +Step 23100/44000 | Loss: 2.9503 | LR: 2.37e-04 | 2219.4ms/step | 9.0 samples/s +Step 23110/44000 | Loss: 2.8982 | LR: 2.37e-04 | 2143.9ms/step | 9.3 samples/s +Step 23120/44000 | Loss: 2.9686 | LR: 2.36e-04 | 2147.2ms/step | 9.3 samples/s +Step 23130/44000 | Loss: 2.9637 | LR: 2.36e-04 | 2172.2ms/step | 9.2 samples/s +Step 23140/44000 | Loss: 2.9404 | LR: 2.36e-04 | 2234.2ms/step | 9.0 samples/s +Step 23150/44000 | Loss: 2.9175 | LR: 2.36e-04 | 2146.0ms/step | 9.3 samples/s +Step 23160/44000 | Loss: 2.9509 | LR: 2.36e-04 | 2178.7ms/step | 9.2 samples/s +Step 23170/44000 | Loss: 2.9711 | LR: 2.36e-04 | 2201.0ms/step | 9.1 samples/s +Step 23180/44000 | Loss: 2.9094 | LR: 2.35e-04 | 2249.6ms/step | 8.9 samples/s +Step 23190/44000 | Loss: 2.9137 | LR: 2.35e-04 | 2154.8ms/step | 9.3 samples/s +Step 23200/44000 | Loss: 2.8874 | LR: 2.35e-04 | 2164.0ms/step | 9.2 samples/s +Step 23210/44000 | Loss: 2.9759 | LR: 2.35e-04 | 2222.1ms/step | 9.0 samples/s +Step 23220/44000 | Loss: 2.9895 | LR: 2.35e-04 | 2221.1ms/step | 9.0 samples/s +Step 23230/44000 | Loss: 2.9289 | LR: 2.34e-04 | 2165.3ms/step | 9.2 samples/s +Step 23240/44000 | Loss: 2.9391 | LR: 2.34e-04 | 2221.8ms/step | 9.0 samples/s +Step 23250/44000 | Loss: 2.8896 | LR: 2.34e-04 | 2166.4ms/step | 9.2 samples/s +Step 23260/44000 | Loss: 2.9400 | LR: 2.34e-04 | 2247.4ms/step | 8.9 samples/s +Step 23270/44000 | Loss: 2.9737 | LR: 2.34e-04 | 2139.6ms/step | 9.3 samples/s +Step 23280/44000 | Loss: 2.9681 | LR: 2.34e-04 | 2172.2ms/step | 9.2 samples/s +Step 23290/44000 | Loss: 2.9028 | LR: 2.33e-04 | 2180.1ms/step | 9.2 samples/s +Step 23300/44000 | Loss: 2.9164 | LR: 2.33e-04 | 2253.6ms/step | 8.9 samples/s +Step 23310/44000 | Loss: 2.9696 | LR: 2.33e-04 | 2153.7ms/step | 9.3 samples/s +Step 23320/44000 | Loss: 2.9412 | LR: 2.33e-04 | 2159.3ms/step | 9.3 samples/s +Step 23330/44000 | Loss: 2.9109 | LR: 2.33e-04 | 2170.0ms/step | 9.2 samples/s +Step 23340/44000 | Loss: 2.9250 | LR: 2.32e-04 | 2211.8ms/step | 9.0 samples/s +Step 23350/44000 | Loss: 2.8971 | LR: 2.32e-04 | 2205.6ms/step | 9.1 samples/s +Step 23360/44000 | Loss: 2.8671 | LR: 2.32e-04 | 2138.6ms/step | 9.4 samples/s +Step 23370/44000 | Loss: 2.8988 | LR: 2.32e-04 | 2141.5ms/step | 9.3 samples/s +Step 23380/44000 | Loss: 2.9045 | LR: 2.32e-04 | 2199.5ms/step | 9.1 samples/s +Step 23390/44000 | Loss: 2.8919 | LR: 2.32e-04 | 2226.8ms/step | 9.0 samples/s +Step 23400/44000 | Loss: 2.9456 | LR: 2.31e-04 | 2228.6ms/step | 9.0 samples/s +Step 23410/44000 | Loss: 2.9330 | LR: 2.31e-04 | 2203.9ms/step | 9.1 samples/s +Step 23420/44000 | Loss: 2.9615 | LR: 2.31e-04 | 2212.6ms/step | 9.0 samples/s +Step 23430/44000 | Loss: 2.9375 | LR: 2.31e-04 | 2185.0ms/step | 9.2 samples/s +Step 23440/44000 | Loss: 2.9399 | LR: 2.31e-04 | 2153.1ms/step | 9.3 samples/s +Step 23450/44000 | Loss: 2.9387 | LR: 2.30e-04 | 2189.1ms/step | 9.1 samples/s +Step 23460/44000 | Loss: 2.9165 | LR: 2.30e-04 | 2159.0ms/step | 9.3 samples/s +Step 23470/44000 | Loss: 2.9857 | LR: 2.30e-04 | 2213.0ms/step | 9.0 samples/s +Step 23480/44000 | Loss: 2.9344 | LR: 2.30e-04 | 2185.1ms/step | 9.2 samples/s +Step 23490/44000 | Loss: 2.9537 | LR: 2.30e-04 | 2138.1ms/step | 9.4 samples/s +Step 23500/44000 | Loss: 2.9410 | LR: 2.30e-04 | 2228.9ms/step | 9.0 samples/s +Step 23510/44000 | Loss: 2.8933 | LR: 2.29e-04 | 2329.2ms/step | 8.6 samples/s +Step 23520/44000 | Loss: 2.9427 | LR: 2.29e-04 | 2208.9ms/step | 9.1 samples/s +Step 23530/44000 | Loss: 2.9036 | LR: 2.29e-04 | 2171.0ms/step | 9.2 samples/s +Step 23540/44000 | Loss: 2.9508 | LR: 2.29e-04 | 2141.3ms/step | 9.3 samples/s +Step 23550/44000 | Loss: 2.9186 | LR: 2.29e-04 | 2156.0ms/step | 9.3 samples/s +Step 23560/44000 | Loss: 2.9462 | LR: 2.29e-04 | 2131.8ms/step | 9.4 samples/s +Step 23570/44000 | Loss: 2.9429 | LR: 2.28e-04 | 2346.4ms/step | 8.5 samples/s +Step 23580/44000 | Loss: 2.9422 | LR: 2.28e-04 | 2222.5ms/step | 9.0 samples/s +Step 23590/44000 | Loss: 2.9628 | LR: 2.28e-04 | 2148.6ms/step | 9.3 samples/s +Step 23600/44000 | Loss: 2.9562 | LR: 2.28e-04 | 2149.2ms/step | 9.3 samples/s +Step 23610/44000 | Loss: 2.9415 | LR: 2.28e-04 | 2166.6ms/step | 9.2 samples/s +Step 23620/44000 | Loss: 2.9442 | LR: 2.27e-04 | 2167.0ms/step | 9.2 samples/s +Step 23630/44000 | Loss: 2.8882 | LR: 2.27e-04 | 2154.6ms/step | 9.3 samples/s +Step 23640/44000 | Loss: 2.9521 | LR: 2.27e-04 | 2196.5ms/step | 9.1 samples/s +Step 23650/44000 | Loss: 2.9509 | LR: 2.27e-04 | 2232.2ms/step | 9.0 samples/s +Step 23660/44000 | Loss: 2.8945 | LR: 2.27e-04 | 2175.4ms/step | 9.2 samples/s +Step 23670/44000 | Loss: 2.9346 | LR: 2.27e-04 | 2212.5ms/step | 9.0 samples/s +Step 23680/44000 | Loss: 2.9375 | LR: 2.26e-04 | 2154.3ms/step | 9.3 samples/s +Step 23690/44000 | Loss: 2.9253 | LR: 2.26e-04 | 2206.8ms/step | 9.1 samples/s +Step 23700/44000 | Loss: 2.9178 | LR: 2.26e-04 | 2162.4ms/step | 9.2 samples/s +Step 23710/44000 | Loss: 2.9142 | LR: 2.26e-04 | 2150.6ms/step | 9.3 samples/s +Step 23720/44000 | Loss: 2.8846 | LR: 2.26e-04 | 2157.1ms/step | 9.3 samples/s +Step 23730/44000 | Loss: 2.9464 | LR: 2.25e-04 | 2120.8ms/step | 9.4 samples/s +Step 23740/44000 | Loss: 2.9314 | LR: 2.25e-04 | 2139.5ms/step | 9.3 samples/s +Step 23750/44000 | Loss: 2.9274 | LR: 2.25e-04 | 2151.3ms/step | 9.3 samples/s +Step 23760/44000 | Loss: 2.9320 | LR: 2.25e-04 | 2148.4ms/step | 9.3 samples/s +Step 23770/44000 | Loss: 2.9350 | LR: 2.25e-04 | 2143.8ms/step | 9.3 samples/s +Step 23780/44000 | Loss: 2.9217 | LR: 2.25e-04 | 2144.4ms/step | 9.3 samples/s +Step 23790/44000 | Loss: 2.9694 | LR: 2.24e-04 | 2137.0ms/step | 9.4 samples/s +Step 23800/44000 | Loss: 2.9168 | LR: 2.24e-04 | 2140.5ms/step | 9.3 samples/s +Step 23810/44000 | Loss: 2.9713 | LR: 2.24e-04 | 2140.7ms/step | 9.3 samples/s +Step 23820/44000 | Loss: 2.8834 | LR: 2.24e-04 | 2158.1ms/step | 9.3 samples/s +Step 23830/44000 | Loss: 2.8985 | LR: 2.24e-04 | 2118.2ms/step | 9.4 samples/s +Step 23840/44000 | Loss: 2.9170 | LR: 2.23e-04 | 2131.1ms/step | 9.4 samples/s +Step 23850/44000 | Loss: 2.9342 | LR: 2.23e-04 | 2149.1ms/step | 9.3 samples/s +Step 23860/44000 | Loss: 2.8986 | LR: 2.23e-04 | 2183.6ms/step | 9.2 samples/s +Step 23870/44000 | Loss: 2.9260 | LR: 2.23e-04 | 2160.3ms/step | 9.3 samples/s +Step 23880/44000 | Loss: 2.9373 | LR: 2.23e-04 | 2159.1ms/step | 9.3 samples/s +Step 23890/44000 | Loss: 2.9066 | LR: 2.23e-04 | 2026.2ms/step | 9.9 samples/s +Step 23900/44000 | Loss: 2.9259 | LR: 2.22e-04 | 2158.0ms/step | 9.3 samples/s +Step 23910/44000 | Loss: 2.9482 | LR: 2.22e-04 | 2147.1ms/step | 9.3 samples/s +Step 23920/44000 | Loss: 2.9229 | LR: 2.22e-04 | 2133.0ms/step | 9.4 samples/s +Step 23930/44000 | Loss: 2.9735 | LR: 2.22e-04 | 2139.6ms/step | 9.3 samples/s +Step 23940/44000 | Loss: 2.9165 | LR: 2.22e-04 | 2155.9ms/step | 9.3 samples/s +Step 23950/44000 | Loss: 2.9348 | LR: 2.21e-04 | 2144.4ms/step | 9.3 samples/s +Step 23960/44000 | Loss: 2.9110 | LR: 2.21e-04 | 2167.3ms/step | 9.2 samples/s +Step 23970/44000 | Loss: 2.9627 | LR: 2.21e-04 | 2158.9ms/step | 9.3 samples/s +Step 23980/44000 | Loss: 2.9338 | LR: 2.21e-04 | 2150.8ms/step | 9.3 samples/s +Step 23990/44000 | Loss: 2.8952 | LR: 2.21e-04 | 2156.5ms/step | 9.3 samples/s +Step 24000/44000 | Loss: 2.8998 | LR: 2.21e-04 | 2132.5ms/step | 9.4 samples/s +Validation at step 24000: Loss = 2.9198, Perplexity = 18.54 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-24000 +Step 24010/44000 | Loss: 2.9314 | LR: 2.20e-04 | 4353.7ms/step | 4.6 samples/s +Step 24020/44000 | Loss: 2.9486 | LR: 2.20e-04 | 2142.3ms/step | 9.3 samples/s +Step 24030/44000 | Loss: 2.9248 | LR: 2.20e-04 | 2152.6ms/step | 9.3 samples/s +Step 24040/44000 | Loss: 2.8900 | LR: 2.20e-04 | 2171.2ms/step | 9.2 samples/s +Step 24050/44000 | Loss: 2.9211 | LR: 2.20e-04 | 2158.0ms/step | 9.3 samples/s +Step 24060/44000 | Loss: 2.9161 | LR: 2.19e-04 | 2196.7ms/step | 9.1 samples/s +Step 24070/44000 | Loss: 2.9419 | LR: 2.19e-04 | 2185.3ms/step | 9.2 samples/s +Step 24080/44000 | Loss: 2.9439 | LR: 2.19e-04 | 2157.0ms/step | 9.3 samples/s +Step 24090/44000 | Loss: 2.9013 | LR: 2.19e-04 | 2174.2ms/step | 9.2 samples/s +Step 24100/44000 | Loss: 2.9168 | LR: 2.19e-04 | 2141.9ms/step | 9.3 samples/s +Step 24110/44000 | Loss: 2.9497 | LR: 2.19e-04 | 2147.3ms/step | 9.3 samples/s +Step 24120/44000 | Loss: 2.9121 | LR: 2.18e-04 | 2181.1ms/step | 9.2 samples/s +Step 24130/44000 | Loss: 2.9376 | LR: 2.18e-04 | 2201.5ms/step | 9.1 samples/s +Step 24140/44000 | Loss: 2.9174 | LR: 2.18e-04 | 2170.7ms/step | 9.2 samples/s +Step 24150/44000 | Loss: 2.9082 | LR: 2.18e-04 | 2163.6ms/step | 9.2 samples/s +Step 24160/44000 | Loss: 2.9495 | LR: 2.18e-04 | 2147.5ms/step | 9.3 samples/s +Step 24170/44000 | Loss: 2.9047 | LR: 2.17e-04 | 2136.3ms/step | 9.4 samples/s +Step 24180/44000 | Loss: 2.9040 | LR: 2.17e-04 | 2139.7ms/step | 9.3 samples/s +Step 24190/44000 | Loss: 2.9334 | LR: 2.17e-04 | 2141.3ms/step | 9.3 samples/s +Step 24200/44000 | Loss: 2.9184 | LR: 2.17e-04 | 2142.6ms/step | 9.3 samples/s +Step 24210/44000 | Loss: 2.8850 | LR: 2.17e-04 | 2202.6ms/step | 9.1 samples/s +Step 24220/44000 | Loss: 2.9603 | LR: 2.17e-04 | 2196.5ms/step | 9.1 samples/s +Step 24230/44000 | Loss: 2.9629 | LR: 2.16e-04 | 2184.8ms/step | 9.2 samples/s +Step 24240/44000 | Loss: 2.9357 | LR: 2.16e-04 | 2166.2ms/step | 9.2 samples/s +Step 24250/44000 | Loss: 2.9133 | LR: 2.16e-04 | 2138.7ms/step | 9.4 samples/s +Step 24260/44000 | Loss: 2.9291 | LR: 2.16e-04 | 2127.5ms/step | 9.4 samples/s +Step 24270/44000 | Loss: 2.8885 | LR: 2.16e-04 | 2142.5ms/step | 9.3 samples/s +Step 24280/44000 | Loss: 2.8813 | LR: 2.16e-04 | 2161.3ms/step | 9.3 samples/s +Step 24290/44000 | Loss: 2.9221 | LR: 2.15e-04 | 2159.7ms/step | 9.3 samples/s +Step 24300/44000 | Loss: 2.9206 | LR: 2.15e-04 | 2146.2ms/step | 9.3 samples/s +Step 24310/44000 | Loss: 2.9353 | LR: 2.15e-04 | 2151.1ms/step | 9.3 samples/s +Step 24320/44000 | Loss: 2.8887 | LR: 2.15e-04 | 2175.2ms/step | 9.2 samples/s +Step 24330/44000 | Loss: 2.9541 | LR: 2.15e-04 | 2165.5ms/step | 9.2 samples/s +Step 24340/44000 | Loss: 2.9024 | LR: 2.14e-04 | 2141.6ms/step | 9.3 samples/s +Step 24350/44000 | Loss: 2.9433 | LR: 2.14e-04 | 2152.9ms/step | 9.3 samples/s +Step 24360/44000 | Loss: 2.9364 | LR: 2.14e-04 | 2156.5ms/step | 9.3 samples/s +Step 24370/44000 | Loss: 2.9501 | LR: 2.14e-04 | 2184.1ms/step | 9.2 samples/s +Step 24380/44000 | Loss: 2.9321 | LR: 2.14e-04 | 2148.0ms/step | 9.3 samples/s +Step 24390/44000 | Loss: 2.9262 | LR: 2.14e-04 | 2148.0ms/step | 9.3 samples/s +Step 24400/44000 | Loss: 2.9115 | LR: 2.13e-04 | 2150.8ms/step | 9.3 samples/s +Step 24410/44000 | Loss: 2.9243 | LR: 2.13e-04 | 2154.2ms/step | 9.3 samples/s +Step 24420/44000 | Loss: 2.9450 | LR: 2.13e-04 | 2154.3ms/step | 9.3 samples/s +Step 24430/44000 | Loss: 2.9146 | LR: 2.13e-04 | 2147.0ms/step | 9.3 samples/s +Step 24440/44000 | Loss: 2.9504 | LR: 2.13e-04 | 2171.3ms/step | 9.2 samples/s +Step 24450/44000 | Loss: 2.8925 | LR: 2.12e-04 | 2151.1ms/step | 9.3 samples/s +Step 24460/44000 | Loss: 2.8940 | LR: 2.12e-04 | 2167.6ms/step | 9.2 samples/s +Step 24470/44000 | Loss: 2.9341 | LR: 2.12e-04 | 2112.8ms/step | 9.5 samples/s +Step 24480/44000 | Loss: 2.9137 | LR: 2.12e-04 | 2141.2ms/step | 9.3 samples/s +Step 24490/44000 | Loss: 2.8783 | LR: 2.12e-04 | 2159.4ms/step | 9.3 samples/s +Step 24500/44000 | Loss: 2.9488 | LR: 2.12e-04 | 2148.8ms/step | 9.3 samples/s +Step 24510/44000 | Loss: 2.9493 | LR: 2.11e-04 | 2153.3ms/step | 9.3 samples/s +Step 24520/44000 | Loss: 2.9198 | LR: 2.11e-04 | 2179.2ms/step | 9.2 samples/s +Step 24530/44000 | Loss: 2.9118 | LR: 2.11e-04 | 2161.4ms/step | 9.3 samples/s +Step 24540/44000 | Loss: 2.9559 | LR: 2.11e-04 | 2167.4ms/step | 9.2 samples/s +Step 24550/44000 | Loss: 2.9260 | LR: 2.11e-04 | 2155.4ms/step | 9.3 samples/s +Step 24560/44000 | Loss: 2.8966 | LR: 2.10e-04 | 2128.0ms/step | 9.4 samples/s +Step 24570/44000 | Loss: 2.9619 | LR: 2.10e-04 | 2129.3ms/step | 9.4 samples/s +Step 24580/44000 | Loss: 2.8933 | LR: 2.10e-04 | 2179.3ms/step | 9.2 samples/s +Step 24590/44000 | Loss: 2.9521 | LR: 2.10e-04 | 2139.9ms/step | 9.3 samples/s +Step 24600/44000 | Loss: 2.8786 | LR: 2.10e-04 | 2148.2ms/step | 9.3 samples/s +Step 24610/44000 | Loss: 2.9325 | LR: 2.10e-04 | 2118.7ms/step | 9.4 samples/s +Step 24620/44000 | Loss: 2.8949 | LR: 2.09e-04 | 2124.1ms/step | 9.4 samples/s +Step 24630/44000 | Loss: 2.8963 | LR: 2.09e-04 | 2132.2ms/step | 9.4 samples/s +Step 24640/44000 | Loss: 2.9442 | LR: 2.09e-04 | 2144.2ms/step | 9.3 samples/s +Step 24650/44000 | Loss: 2.9507 | LR: 2.09e-04 | 2149.8ms/step | 9.3 samples/s +Step 24660/44000 | Loss: 2.9194 | LR: 2.09e-04 | 2138.6ms/step | 9.4 samples/s +Step 24670/44000 | Loss: 2.9285 | LR: 2.09e-04 | 2149.8ms/step | 9.3 samples/s +Step 24680/44000 | Loss: 2.9505 | LR: 2.08e-04 | 2162.2ms/step | 9.2 samples/s +Step 24690/44000 | Loss: 2.9251 | LR: 2.08e-04 | 2196.4ms/step | 9.1 samples/s +Step 24700/44000 | Loss: 2.9326 | LR: 2.08e-04 | 2171.7ms/step | 9.2 samples/s +Step 24710/44000 | Loss: 2.9535 | LR: 2.08e-04 | 2143.2ms/step | 9.3 samples/s +Step 24720/44000 | Loss: 2.8925 | LR: 2.08e-04 | 2144.3ms/step | 9.3 samples/s +Step 24730/44000 | Loss: 2.9367 | LR: 2.07e-04 | 2165.4ms/step | 9.2 samples/s +Step 24740/44000 | Loss: 2.8904 | LR: 2.07e-04 | 2173.4ms/step | 9.2 samples/s +Step 24750/44000 | Loss: 2.9213 | LR: 2.07e-04 | 2155.8ms/step | 9.3 samples/s +Step 24760/44000 | Loss: 2.9236 | LR: 2.07e-04 | 2196.7ms/step | 9.1 samples/s +Step 24770/44000 | Loss: 2.9274 | LR: 2.07e-04 | 2166.5ms/step | 9.2 samples/s +Step 24780/44000 | Loss: 2.9180 | LR: 2.07e-04 | 2178.0ms/step | 9.2 samples/s +Step 24790/44000 | Loss: 2.9196 | LR: 2.06e-04 | 2146.2ms/step | 9.3 samples/s +Step 24800/44000 | Loss: 2.9051 | LR: 2.06e-04 | 2174.9ms/step | 9.2 samples/s +Step 24810/44000 | Loss: 2.8801 | LR: 2.06e-04 | 2179.9ms/step | 9.2 samples/s +Step 24820/44000 | Loss: 2.9006 | LR: 2.06e-04 | 2147.4ms/step | 9.3 samples/s +Step 24830/44000 | Loss: 2.8987 | LR: 2.06e-04 | 2205.0ms/step | 9.1 samples/s +Step 24840/44000 | Loss: 2.9507 | LR: 2.05e-04 | 2177.1ms/step | 9.2 samples/s +Step 24850/44000 | Loss: 2.9009 | LR: 2.05e-04 | 2140.7ms/step | 9.3 samples/s +Step 24860/44000 | Loss: 2.9195 | LR: 2.05e-04 | 2220.9ms/step | 9.0 samples/s +Step 24870/44000 | Loss: 2.8948 | LR: 2.05e-04 | 2144.1ms/step | 9.3 samples/s +Step 24880/44000 | Loss: 2.9309 | LR: 2.05e-04 | 2116.5ms/step | 9.4 samples/s +Step 24890/44000 | Loss: 2.9153 | LR: 2.05e-04 | 2038.1ms/step | 9.8 samples/s +Step 24900/44000 | Loss: 2.9232 | LR: 2.04e-04 | 2144.0ms/step | 9.3 samples/s +Step 24910/44000 | Loss: 2.9127 | LR: 2.04e-04 | 2169.4ms/step | 9.2 samples/s +Step 24920/44000 | Loss: 2.9313 | LR: 2.04e-04 | 2160.2ms/step | 9.3 samples/s +Step 24930/44000 | Loss: 2.9257 | LR: 2.04e-04 | 2174.7ms/step | 9.2 samples/s +Step 24940/44000 | Loss: 2.8861 | LR: 2.04e-04 | 2135.4ms/step | 9.4 samples/s +Step 24950/44000 | Loss: 2.9043 | LR: 2.04e-04 | 2147.7ms/step | 9.3 samples/s +Step 24960/44000 | Loss: 2.8927 | LR: 2.03e-04 | 2151.6ms/step | 9.3 samples/s +Step 24970/44000 | Loss: 2.9275 | LR: 2.03e-04 | 2148.0ms/step | 9.3 samples/s +Step 24980/44000 | Loss: 2.9318 | LR: 2.03e-04 | 2189.6ms/step | 9.1 samples/s +Step 24990/44000 | Loss: 2.9330 | LR: 2.03e-04 | 2138.7ms/step | 9.4 samples/s +Step 25000/44000 | Loss: 2.9044 | LR: 2.03e-04 | 2143.7ms/step | 9.3 samples/s +Validation at step 25000: Loss = 2.9129, Perplexity = 18.41 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-25000 +Step 25010/44000 | Loss: 2.9092 | LR: 2.02e-04 | 4426.1ms/step | 4.5 samples/s +Step 25020/44000 | Loss: 2.9486 | LR: 2.02e-04 | 2152.8ms/step | 9.3 samples/s +Step 25030/44000 | Loss: 2.9800 | LR: 2.02e-04 | 2177.3ms/step | 9.2 samples/s +Step 25040/44000 | Loss: 2.9225 | LR: 2.02e-04 | 2173.9ms/step | 9.2 samples/s +Step 25050/44000 | Loss: 2.9195 | LR: 2.02e-04 | 2154.0ms/step | 9.3 samples/s +Step 25060/44000 | Loss: 2.9469 | LR: 2.02e-04 | 2184.8ms/step | 9.2 samples/s +Step 25070/44000 | Loss: 2.9185 | LR: 2.01e-04 | 2138.2ms/step | 9.4 samples/s +Step 25080/44000 | Loss: 2.9206 | LR: 2.01e-04 | 2138.3ms/step | 9.4 samples/s +Step 25090/44000 | Loss: 2.9592 | LR: 2.01e-04 | 2153.5ms/step | 9.3 samples/s +Step 25100/44000 | Loss: 2.9089 | LR: 2.01e-04 | 2141.1ms/step | 9.3 samples/s +Step 25110/44000 | Loss: 2.9323 | LR: 2.01e-04 | 2153.6ms/step | 9.3 samples/s +Step 25120/44000 | Loss: 2.9084 | LR: 2.00e-04 | 2174.0ms/step | 9.2 samples/s +Step 25130/44000 | Loss: 2.9477 | LR: 2.00e-04 | 2168.7ms/step | 9.2 samples/s +Step 25140/44000 | Loss: 2.9256 | LR: 2.00e-04 | 2203.9ms/step | 9.1 samples/s +Step 25150/44000 | Loss: 2.8990 | LR: 2.00e-04 | 2174.7ms/step | 9.2 samples/s +Step 25160/44000 | Loss: 2.9125 | LR: 2.00e-04 | 2144.2ms/step | 9.3 samples/s +Step 25170/44000 | Loss: 2.8802 | LR: 2.00e-04 | 2174.5ms/step | 9.2 samples/s +Step 25180/44000 | Loss: 2.8898 | LR: 1.99e-04 | 2170.2ms/step | 9.2 samples/s +Step 25190/44000 | Loss: 2.9108 | LR: 1.99e-04 | 2156.7ms/step | 9.3 samples/s +Step 25200/44000 | Loss: 2.9340 | LR: 1.99e-04 | 2139.7ms/step | 9.3 samples/s +Step 25210/44000 | Loss: 2.9303 | LR: 1.99e-04 | 2159.1ms/step | 9.3 samples/s +Step 25220/44000 | Loss: 2.9240 | LR: 1.99e-04 | 2222.9ms/step | 9.0 samples/s +Step 25230/44000 | Loss: 2.9664 | LR: 1.99e-04 | 2153.0ms/step | 9.3 samples/s +Step 25240/44000 | Loss: 2.9449 | LR: 1.98e-04 | 2152.9ms/step | 9.3 samples/s +Step 25250/44000 | Loss: 2.9269 | LR: 1.98e-04 | 2143.2ms/step | 9.3 samples/s +Step 25260/44000 | Loss: 2.9221 | LR: 1.98e-04 | 2158.6ms/step | 9.3 samples/s +Step 25270/44000 | Loss: 2.9190 | LR: 1.98e-04 | 2209.7ms/step | 9.1 samples/s +Step 25280/44000 | Loss: 2.9359 | LR: 1.98e-04 | 2165.6ms/step | 9.2 samples/s +Step 25290/44000 | Loss: 2.9794 | LR: 1.97e-04 | 2152.7ms/step | 9.3 samples/s +Step 25300/44000 | Loss: 2.9412 | LR: 1.97e-04 | 2155.0ms/step | 9.3 samples/s +Step 25310/44000 | Loss: 2.9099 | LR: 1.97e-04 | 2162.1ms/step | 9.3 samples/s +Step 25320/44000 | Loss: 2.9186 | LR: 1.97e-04 | 2154.2ms/step | 9.3 samples/s +Step 25330/44000 | Loss: 2.8844 | LR: 1.97e-04 | 2195.5ms/step | 9.1 samples/s +Step 25340/44000 | Loss: 2.8683 | LR: 1.97e-04 | 2200.4ms/step | 9.1 samples/s +Step 25350/44000 | Loss: 2.9826 | LR: 1.96e-04 | 2190.6ms/step | 9.1 samples/s +Step 25360/44000 | Loss: 2.9515 | LR: 1.96e-04 | 2121.8ms/step | 9.4 samples/s +Step 25370/44000 | Loss: 2.9475 | LR: 1.96e-04 | 2162.6ms/step | 9.2 samples/s +Step 25380/44000 | Loss: 2.9049 | LR: 1.96e-04 | 2132.0ms/step | 9.4 samples/s +Step 25390/44000 | Loss: 2.9585 | LR: 1.96e-04 | 2178.0ms/step | 9.2 samples/s +Step 25400/44000 | Loss: 2.9321 | LR: 1.96e-04 | 2148.4ms/step | 9.3 samples/s +Step 25410/44000 | Loss: 2.9408 | LR: 1.95e-04 | 2154.6ms/step | 9.3 samples/s +Step 25420/44000 | Loss: 2.9175 | LR: 1.95e-04 | 2149.9ms/step | 9.3 samples/s +Step 25430/44000 | Loss: 2.9315 | LR: 1.95e-04 | 2153.7ms/step | 9.3 samples/s +Step 25440/44000 | Loss: 2.8928 | LR: 1.95e-04 | 2164.0ms/step | 9.2 samples/s +Step 25450/44000 | Loss: 2.9405 | LR: 1.95e-04 | 2135.2ms/step | 9.4 samples/s +Step 25460/44000 | Loss: 2.9019 | LR: 1.94e-04 | 2141.4ms/step | 9.3 samples/s +Step 25470/44000 | Loss: 2.9121 | LR: 1.94e-04 | 2161.5ms/step | 9.3 samples/s +Step 25480/44000 | Loss: 2.8921 | LR: 1.94e-04 | 2156.6ms/step | 9.3 samples/s +Step 25490/44000 | Loss: 2.8880 | LR: 1.94e-04 | 2147.8ms/step | 9.3 samples/s +Step 25500/44000 | Loss: 2.9300 | LR: 1.94e-04 | 2183.7ms/step | 9.2 samples/s +Step 25510/44000 | Loss: 2.9010 | LR: 1.94e-04 | 2316.6ms/step | 8.6 samples/s +Step 25520/44000 | Loss: 2.9212 | LR: 1.93e-04 | 2197.1ms/step | 9.1 samples/s +Step 25530/44000 | Loss: 2.8876 | LR: 1.93e-04 | 2151.5ms/step | 9.3 samples/s +Step 25540/44000 | Loss: 2.9186 | LR: 1.93e-04 | 2199.0ms/step | 9.1 samples/s +Step 25550/44000 | Loss: 2.9147 | LR: 1.93e-04 | 2170.0ms/step | 9.2 samples/s +Step 25560/44000 | Loss: 2.9734 | LR: 1.93e-04 | 2157.0ms/step | 9.3 samples/s +Step 25570/44000 | Loss: 2.9317 | LR: 1.92e-04 | 2142.6ms/step | 9.3 samples/s +Step 25580/44000 | Loss: 2.9055 | LR: 1.92e-04 | 2147.5ms/step | 9.3 samples/s +Step 25590/44000 | Loss: 2.9267 | LR: 1.92e-04 | 2176.0ms/step | 9.2 samples/s +Step 25600/44000 | Loss: 2.9457 | LR: 1.92e-04 | 2163.3ms/step | 9.2 samples/s +Step 25610/44000 | Loss: 2.8856 | LR: 1.92e-04 | 2136.4ms/step | 9.4 samples/s +Step 25620/44000 | Loss: 2.9363 | LR: 1.92e-04 | 2148.1ms/step | 9.3 samples/s +Step 25630/44000 | Loss: 2.8995 | LR: 1.91e-04 | 2195.0ms/step | 9.1 samples/s +Step 25640/44000 | Loss: 2.9088 | LR: 1.91e-04 | 2151.4ms/step | 9.3 samples/s +Step 25650/44000 | Loss: 2.8973 | LR: 1.91e-04 | 2166.2ms/step | 9.2 samples/s +Step 25660/44000 | Loss: 2.9664 | LR: 1.91e-04 | 2164.4ms/step | 9.2 samples/s +Step 25670/44000 | Loss: 2.9271 | LR: 1.91e-04 | 2144.1ms/step | 9.3 samples/s +Step 25680/44000 | Loss: 2.8841 | LR: 1.91e-04 | 2141.1ms/step | 9.3 samples/s +Step 25690/44000 | Loss: 2.9559 | LR: 1.90e-04 | 2178.8ms/step | 9.2 samples/s +Step 25700/44000 | Loss: 2.9482 | LR: 1.90e-04 | 2216.4ms/step | 9.0 samples/s +Step 25710/44000 | Loss: 2.8926 | LR: 1.90e-04 | 2160.9ms/step | 9.3 samples/s +Step 25720/44000 | Loss: 2.9382 | LR: 1.90e-04 | 2172.3ms/step | 9.2 samples/s +Step 25730/44000 | Loss: 2.9113 | LR: 1.90e-04 | 2159.4ms/step | 9.3 samples/s +Step 25740/44000 | Loss: 2.9269 | LR: 1.89e-04 | 2182.3ms/step | 9.2 samples/s +Step 25750/44000 | Loss: 2.9229 | LR: 1.89e-04 | 2155.9ms/step | 9.3 samples/s +Step 25760/44000 | Loss: 2.9209 | LR: 1.89e-04 | 2131.1ms/step | 9.4 samples/s +Step 25770/44000 | Loss: 2.9503 | LR: 1.89e-04 | 2155.0ms/step | 9.3 samples/s +Step 25780/44000 | Loss: 2.8892 | LR: 1.89e-04 | 2153.2ms/step | 9.3 samples/s +Step 25790/44000 | Loss: 2.9200 | LR: 1.89e-04 | 2148.2ms/step | 9.3 samples/s +Step 25800/44000 | Loss: 2.8867 | LR: 1.88e-04 | 2155.2ms/step | 9.3 samples/s +Step 25810/44000 | Loss: 2.9567 | LR: 1.88e-04 | 2158.4ms/step | 9.3 samples/s +Step 25820/44000 | Loss: 2.9688 | LR: 1.88e-04 | 2191.7ms/step | 9.1 samples/s +Step 25830/44000 | Loss: 2.8931 | LR: 1.88e-04 | 2181.3ms/step | 9.2 samples/s +Step 25840/44000 | Loss: 2.9401 | LR: 1.88e-04 | 2155.8ms/step | 9.3 samples/s +Step 25850/44000 | Loss: 2.8723 | LR: 1.88e-04 | 2151.7ms/step | 9.3 samples/s +Step 25860/44000 | Loss: 2.9265 | LR: 1.87e-04 | 2167.2ms/step | 9.2 samples/s +Step 25870/44000 | Loss: 2.9160 | LR: 1.87e-04 | 2168.6ms/step | 9.2 samples/s +Step 25880/44000 | Loss: 2.9268 | LR: 1.87e-04 | 2124.5ms/step | 9.4 samples/s +Step 25890/44000 | Loss: 2.9031 | LR: 1.87e-04 | 2077.5ms/step | 9.6 samples/s +Step 25900/44000 | Loss: 2.9216 | LR: 1.87e-04 | 2213.4ms/step | 9.0 samples/s +Step 25910/44000 | Loss: 2.9231 | LR: 1.87e-04 | 2146.3ms/step | 9.3 samples/s +Step 25920/44000 | Loss: 2.8881 | LR: 1.86e-04 | 2151.3ms/step | 9.3 samples/s +Step 25930/44000 | Loss: 2.9016 | LR: 1.86e-04 | 2149.0ms/step | 9.3 samples/s +Step 25940/44000 | Loss: 2.9405 | LR: 1.86e-04 | 2164.1ms/step | 9.2 samples/s +Step 25950/44000 | Loss: 2.9172 | LR: 1.86e-04 | 2150.4ms/step | 9.3 samples/s +Step 25960/44000 | Loss: 2.9306 | LR: 1.86e-04 | 2127.7ms/step | 9.4 samples/s +Step 25970/44000 | Loss: 2.9257 | LR: 1.85e-04 | 2205.4ms/step | 9.1 samples/s +Step 25980/44000 | Loss: 2.9114 | LR: 1.85e-04 | 2153.9ms/step | 9.3 samples/s +Step 25990/44000 | Loss: 2.9021 | LR: 1.85e-04 | 2206.1ms/step | 9.1 samples/s +Step 26000/44000 | Loss: 2.9231 | LR: 1.85e-04 | 2201.9ms/step | 9.1 samples/s +Validation at step 26000: Loss = 2.9057, Perplexity = 18.28 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-26000 +Step 26010/44000 | Loss: 2.9226 | LR: 1.85e-04 | 4447.5ms/step | 4.5 samples/s +Step 26020/44000 | Loss: 2.9117 | LR: 1.85e-04 | 2141.8ms/step | 9.3 samples/s +Step 26030/44000 | Loss: 2.9242 | LR: 1.84e-04 | 2179.9ms/step | 9.2 samples/s +Step 26040/44000 | Loss: 2.9295 | LR: 1.84e-04 | 2138.2ms/step | 9.4 samples/s +Step 26050/44000 | Loss: 2.9477 | LR: 1.84e-04 | 2184.1ms/step | 9.2 samples/s +Step 26060/44000 | Loss: 2.9402 | LR: 1.84e-04 | 2153.1ms/step | 9.3 samples/s +Step 26070/44000 | Loss: 2.8946 | LR: 1.84e-04 | 2164.9ms/step | 9.2 samples/s +Step 26080/44000 | Loss: 2.9293 | LR: 1.84e-04 | 2172.8ms/step | 9.2 samples/s +Step 26090/44000 | Loss: 2.9271 | LR: 1.83e-04 | 2168.6ms/step | 9.2 samples/s +Step 26100/44000 | Loss: 2.9345 | LR: 1.83e-04 | 2145.4ms/step | 9.3 samples/s +Step 26110/44000 | Loss: 2.8726 | LR: 1.83e-04 | 2164.1ms/step | 9.2 samples/s +Step 26120/44000 | Loss: 2.9228 | LR: 1.83e-04 | 2148.7ms/step | 9.3 samples/s +Step 26130/44000 | Loss: 2.8746 | LR: 1.83e-04 | 2164.1ms/step | 9.2 samples/s +Step 26140/44000 | Loss: 2.9070 | LR: 1.82e-04 | 2173.7ms/step | 9.2 samples/s +Step 26150/44000 | Loss: 2.9352 | LR: 1.82e-04 | 2132.4ms/step | 9.4 samples/s +Step 26160/44000 | Loss: 2.9065 | LR: 1.82e-04 | 2188.5ms/step | 9.1 samples/s +Step 26170/44000 | Loss: 2.9398 | LR: 1.82e-04 | 2168.4ms/step | 9.2 samples/s +Step 26180/44000 | Loss: 2.9306 | LR: 1.82e-04 | 2142.3ms/step | 9.3 samples/s +Step 26190/44000 | Loss: 2.9500 | LR: 1.82e-04 | 2128.3ms/step | 9.4 samples/s +Step 26200/44000 | Loss: 2.8915 | LR: 1.81e-04 | 2154.8ms/step | 9.3 samples/s +Step 26210/44000 | Loss: 2.8904 | LR: 1.81e-04 | 2131.6ms/step | 9.4 samples/s +Step 26220/44000 | Loss: 2.8889 | LR: 1.81e-04 | 2155.3ms/step | 9.3 samples/s +Step 26230/44000 | Loss: 2.9265 | LR: 1.81e-04 | 2144.3ms/step | 9.3 samples/s +Step 26240/44000 | Loss: 2.8832 | LR: 1.81e-04 | 2157.4ms/step | 9.3 samples/s +Step 26250/44000 | Loss: 2.9215 | LR: 1.81e-04 | 2204.8ms/step | 9.1 samples/s +Step 26260/44000 | Loss: 2.9306 | LR: 1.80e-04 | 2172.8ms/step | 9.2 samples/s +Step 26270/44000 | Loss: 2.9248 | LR: 1.80e-04 | 2155.9ms/step | 9.3 samples/s +Step 26280/44000 | Loss: 2.9222 | LR: 1.80e-04 | 2166.4ms/step | 9.2 samples/s +Step 26290/44000 | Loss: 2.9019 | LR: 1.80e-04 | 2157.1ms/step | 9.3 samples/s +Step 26300/44000 | Loss: 2.9070 | LR: 1.80e-04 | 2151.1ms/step | 9.3 samples/s +Step 26310/44000 | Loss: 2.8996 | LR: 1.80e-04 | 2194.5ms/step | 9.1 samples/s +Step 26320/44000 | Loss: 2.8918 | LR: 1.79e-04 | 2167.6ms/step | 9.2 samples/s +Step 26330/44000 | Loss: 2.9183 | LR: 1.79e-04 | 2147.0ms/step | 9.3 samples/s +Step 26340/44000 | Loss: 2.9080 | LR: 1.79e-04 | 2195.0ms/step | 9.1 samples/s +Step 26350/44000 | Loss: 2.9134 | LR: 1.79e-04 | 2147.7ms/step | 9.3 samples/s +Step 26360/44000 | Loss: 2.9255 | LR: 1.79e-04 | 2157.8ms/step | 9.3 samples/s +Step 26370/44000 | Loss: 2.9498 | LR: 1.78e-04 | 2158.0ms/step | 9.3 samples/s +Step 26380/44000 | Loss: 2.9001 | LR: 1.78e-04 | 2178.2ms/step | 9.2 samples/s +Step 26390/44000 | Loss: 2.9140 | LR: 1.78e-04 | 2166.1ms/step | 9.2 samples/s +Step 26400/44000 | Loss: 2.9436 | LR: 1.78e-04 | 2160.3ms/step | 9.3 samples/s +Step 26410/44000 | Loss: 2.9062 | LR: 1.78e-04 | 2155.2ms/step | 9.3 samples/s +Step 26420/44000 | Loss: 2.9037 | LR: 1.78e-04 | 2183.0ms/step | 9.2 samples/s +Step 26430/44000 | Loss: 2.9530 | LR: 1.77e-04 | 2191.6ms/step | 9.1 samples/s +Step 26440/44000 | Loss: 2.8901 | LR: 1.77e-04 | 2182.8ms/step | 9.2 samples/s +Step 26450/44000 | Loss: 2.8800 | LR: 1.77e-04 | 2172.3ms/step | 9.2 samples/s +Step 26460/44000 | Loss: 2.9246 | LR: 1.77e-04 | 2147.3ms/step | 9.3 samples/s +Step 26470/44000 | Loss: 2.8913 | LR: 1.77e-04 | 2189.4ms/step | 9.1 samples/s +Step 26480/44000 | Loss: 2.9156 | LR: 1.77e-04 | 2159.5ms/step | 9.3 samples/s +Step 26490/44000 | Loss: 2.9207 | LR: 1.76e-04 | 2130.3ms/step | 9.4 samples/s +Step 26500/44000 | Loss: 2.8467 | LR: 1.76e-04 | 2136.8ms/step | 9.4 samples/s +Step 26510/44000 | Loss: 2.9237 | LR: 1.76e-04 | 2157.1ms/step | 9.3 samples/s +Step 26520/44000 | Loss: 2.8769 | LR: 1.76e-04 | 2165.1ms/step | 9.2 samples/s +Step 26530/44000 | Loss: 2.9416 | LR: 1.76e-04 | 2152.0ms/step | 9.3 samples/s +Step 26540/44000 | Loss: 2.9013 | LR: 1.76e-04 | 2174.8ms/step | 9.2 samples/s +Step 26550/44000 | Loss: 2.9017 | LR: 1.75e-04 | 2168.5ms/step | 9.2 samples/s +Step 26560/44000 | Loss: 2.9069 | LR: 1.75e-04 | 2152.5ms/step | 9.3 samples/s +Step 26570/44000 | Loss: 2.9053 | LR: 1.75e-04 | 2153.8ms/step | 9.3 samples/s +Step 26580/44000 | Loss: 2.8894 | LR: 1.75e-04 | 2183.0ms/step | 9.2 samples/s +Step 26590/44000 | Loss: 2.9335 | LR: 1.75e-04 | 2157.9ms/step | 9.3 samples/s +Step 26600/44000 | Loss: 2.9295 | LR: 1.74e-04 | 2199.4ms/step | 9.1 samples/s +Step 26610/44000 | Loss: 2.9304 | LR: 1.74e-04 | 2137.0ms/step | 9.4 samples/s +Step 26620/44000 | Loss: 2.8927 | LR: 1.74e-04 | 2209.8ms/step | 9.1 samples/s +Step 26630/44000 | Loss: 2.9256 | LR: 1.74e-04 | 2188.9ms/step | 9.1 samples/s +Step 26640/44000 | Loss: 2.8820 | LR: 1.74e-04 | 2140.5ms/step | 9.3 samples/s +Step 26650/44000 | Loss: 2.9082 | LR: 1.74e-04 | 2153.7ms/step | 9.3 samples/s +Step 26660/44000 | Loss: 2.8846 | LR: 1.73e-04 | 2153.8ms/step | 9.3 samples/s +Step 26670/44000 | Loss: 2.9346 | LR: 1.73e-04 | 2152.6ms/step | 9.3 samples/s +Step 26680/44000 | Loss: 2.9082 | LR: 1.73e-04 | 2146.3ms/step | 9.3 samples/s +Step 26690/44000 | Loss: 2.9419 | LR: 1.73e-04 | 2144.1ms/step | 9.3 samples/s +Step 26700/44000 | Loss: 2.8999 | LR: 1.73e-04 | 2148.0ms/step | 9.3 samples/s +Step 26710/44000 | Loss: 2.9192 | LR: 1.73e-04 | 2149.3ms/step | 9.3 samples/s +Step 26720/44000 | Loss: 2.9392 | LR: 1.72e-04 | 2148.1ms/step | 9.3 samples/s +Step 26730/44000 | Loss: 2.9285 | LR: 1.72e-04 | 2152.2ms/step | 9.3 samples/s +Step 26740/44000 | Loss: 2.9368 | LR: 1.72e-04 | 2156.9ms/step | 9.3 samples/s +Step 26750/44000 | Loss: 2.8799 | LR: 1.72e-04 | 2145.6ms/step | 9.3 samples/s +Step 26760/44000 | Loss: 2.8978 | LR: 1.72e-04 | 2179.9ms/step | 9.2 samples/s +Step 26770/44000 | Loss: 2.8736 | LR: 1.72e-04 | 2131.8ms/step | 9.4 samples/s +Step 26780/44000 | Loss: 2.9081 | LR: 1.71e-04 | 2174.4ms/step | 9.2 samples/s +Step 26790/44000 | Loss: 2.9235 | LR: 1.71e-04 | 2143.9ms/step | 9.3 samples/s +Step 26800/44000 | Loss: 2.8482 | LR: 1.71e-04 | 2154.1ms/step | 9.3 samples/s +Step 26810/44000 | Loss: 2.9290 | LR: 1.71e-04 | 2157.0ms/step | 9.3 samples/s +Step 26820/44000 | Loss: 2.9115 | LR: 1.71e-04 | 2188.2ms/step | 9.1 samples/s +Step 26830/44000 | Loss: 2.9005 | LR: 1.71e-04 | 2158.2ms/step | 9.3 samples/s +Step 26840/44000 | Loss: 2.8918 | LR: 1.70e-04 | 2163.3ms/step | 9.2 samples/s +Step 26850/44000 | Loss: 2.9345 | LR: 1.70e-04 | 2152.9ms/step | 9.3 samples/s +Step 26860/44000 | Loss: 2.8591 | LR: 1.70e-04 | 2179.5ms/step | 9.2 samples/s +Step 26870/44000 | Loss: 2.9240 | LR: 1.70e-04 | 2159.5ms/step | 9.3 samples/s +Step 26880/44000 | Loss: 2.9324 | LR: 1.70e-04 | 2048.1ms/step | 9.8 samples/s +Step 26890/44000 | Loss: 2.9462 | LR: 1.69e-04 | 2138.1ms/step | 9.4 samples/s +Step 26900/44000 | Loss: 2.8822 | LR: 1.69e-04 | 2142.4ms/step | 9.3 samples/s +Step 26910/44000 | Loss: 2.9031 | LR: 1.69e-04 | 2164.8ms/step | 9.2 samples/s +Step 26920/44000 | Loss: 2.9438 | LR: 1.69e-04 | 2159.9ms/step | 9.3 samples/s +Step 26930/44000 | Loss: 2.8943 | LR: 1.69e-04 | 2163.7ms/step | 9.2 samples/s +Step 26940/44000 | Loss: 2.8965 | LR: 1.69e-04 | 2212.9ms/step | 9.0 samples/s +Step 26950/44000 | Loss: 2.9416 | LR: 1.68e-04 | 2158.2ms/step | 9.3 samples/s +Step 26960/44000 | Loss: 2.9247 | LR: 1.68e-04 | 2185.2ms/step | 9.2 samples/s +Step 26970/44000 | Loss: 2.9195 | LR: 1.68e-04 | 2164.3ms/step | 9.2 samples/s +Step 26980/44000 | Loss: 2.9208 | LR: 1.68e-04 | 2161.2ms/step | 9.3 samples/s +Step 26990/44000 | Loss: 2.9451 | LR: 1.68e-04 | 2167.2ms/step | 9.2 samples/s +Step 27000/44000 | Loss: 2.8545 | LR: 1.68e-04 | 2197.3ms/step | 9.1 samples/s +Validation at step 27000: Loss = 2.8998, Perplexity = 18.17 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-27000 +Step 27010/44000 | Loss: 2.9503 | LR: 1.67e-04 | 4445.9ms/step | 4.5 samples/s +Step 27020/44000 | Loss: 2.9136 | LR: 1.67e-04 | 2158.9ms/step | 9.3 samples/s +Step 27030/44000 | Loss: 2.8988 | LR: 1.67e-04 | 2153.8ms/step | 9.3 samples/s +Step 27040/44000 | Loss: 2.9250 | LR: 1.67e-04 | 2171.3ms/step | 9.2 samples/s +Step 27050/44000 | Loss: 2.9296 | LR: 1.67e-04 | 2159.8ms/step | 9.3 samples/s +Step 27060/44000 | Loss: 2.9271 | LR: 1.67e-04 | 2162.0ms/step | 9.3 samples/s +Step 27070/44000 | Loss: 2.8905 | LR: 1.66e-04 | 2174.9ms/step | 9.2 samples/s +Step 27080/44000 | Loss: 2.8792 | LR: 1.66e-04 | 2179.3ms/step | 9.2 samples/s +Step 27090/44000 | Loss: 2.8961 | LR: 1.66e-04 | 2190.6ms/step | 9.1 samples/s +Step 27100/44000 | Loss: 2.8915 | LR: 1.66e-04 | 2147.3ms/step | 9.3 samples/s +Step 27110/44000 | Loss: 2.9147 | LR: 1.66e-04 | 2150.8ms/step | 9.3 samples/s +Step 27120/44000 | Loss: 2.9160 | LR: 1.66e-04 | 2175.1ms/step | 9.2 samples/s +Step 27130/44000 | Loss: 2.8715 | LR: 1.65e-04 | 2141.7ms/step | 9.3 samples/s +Step 27140/44000 | Loss: 2.8851 | LR: 1.65e-04 | 2143.4ms/step | 9.3 samples/s +Step 27150/44000 | Loss: 2.9053 | LR: 1.65e-04 | 2166.2ms/step | 9.2 samples/s +Step 27160/44000 | Loss: 2.9480 | LR: 1.65e-04 | 2170.4ms/step | 9.2 samples/s +Step 27170/44000 | Loss: 2.8815 | LR: 1.65e-04 | 2181.5ms/step | 9.2 samples/s +Step 27180/44000 | Loss: 2.9264 | LR: 1.65e-04 | 2190.8ms/step | 9.1 samples/s +Step 27190/44000 | Loss: 2.8801 | LR: 1.64e-04 | 2179.2ms/step | 9.2 samples/s +Step 27200/44000 | Loss: 2.8751 | LR: 1.64e-04 | 2142.2ms/step | 9.3 samples/s +Step 27210/44000 | Loss: 2.9583 | LR: 1.64e-04 | 2160.0ms/step | 9.3 samples/s +Step 27220/44000 | Loss: 2.9136 | LR: 1.64e-04 | 2154.4ms/step | 9.3 samples/s +Step 27230/44000 | Loss: 2.9161 | LR: 1.64e-04 | 2169.6ms/step | 9.2 samples/s +Step 27240/44000 | Loss: 2.8955 | LR: 1.63e-04 | 2153.9ms/step | 9.3 samples/s +Step 27250/44000 | Loss: 2.8856 | LR: 1.63e-04 | 2170.6ms/step | 9.2 samples/s +Step 27260/44000 | Loss: 2.9125 | LR: 1.63e-04 | 2188.8ms/step | 9.1 samples/s +Step 27270/44000 | Loss: 2.8843 | LR: 1.63e-04 | 2153.2ms/step | 9.3 samples/s +Step 27280/44000 | Loss: 2.9195 | LR: 1.63e-04 | 2143.6ms/step | 9.3 samples/s +Step 27290/44000 | Loss: 2.9097 | LR: 1.63e-04 | 2147.7ms/step | 9.3 samples/s +Step 27300/44000 | Loss: 2.8844 | LR: 1.62e-04 | 2142.2ms/step | 9.3 samples/s +Step 27310/44000 | Loss: 2.8965 | LR: 1.62e-04 | 2151.8ms/step | 9.3 samples/s +Step 27320/44000 | Loss: 2.8729 | LR: 1.62e-04 | 2152.9ms/step | 9.3 samples/s +Step 27330/44000 | Loss: 2.9053 | LR: 1.62e-04 | 2148.3ms/step | 9.3 samples/s +Step 27340/44000 | Loss: 2.9082 | LR: 1.62e-04 | 2153.7ms/step | 9.3 samples/s +Step 27350/44000 | Loss: 2.9142 | LR: 1.62e-04 | 2165.3ms/step | 9.2 samples/s +Step 27360/44000 | Loss: 2.9416 | LR: 1.61e-04 | 2167.5ms/step | 9.2 samples/s +Step 27370/44000 | Loss: 2.8943 | LR: 1.61e-04 | 2221.3ms/step | 9.0 samples/s +Step 27380/44000 | Loss: 2.9634 | LR: 1.61e-04 | 2161.7ms/step | 9.3 samples/s +Step 27390/44000 | Loss: 2.9134 | LR: 1.61e-04 | 2250.2ms/step | 8.9 samples/s +Step 27400/44000 | Loss: 2.9271 | LR: 1.61e-04 | 2221.3ms/step | 9.0 samples/s +Step 27410/44000 | Loss: 2.8790 | LR: 1.61e-04 | 2285.7ms/step | 8.8 samples/s +Step 27420/44000 | Loss: 2.8865 | LR: 1.60e-04 | 2216.2ms/step | 9.0 samples/s +Step 27430/44000 | Loss: 2.8991 | LR: 1.60e-04 | 2240.6ms/step | 8.9 samples/s +Step 27440/44000 | Loss: 2.9200 | LR: 1.60e-04 | 2277.0ms/step | 8.8 samples/s +Step 27450/44000 | Loss: 2.8931 | LR: 1.60e-04 | 2245.3ms/step | 8.9 samples/s +Step 27460/44000 | Loss: 2.9308 | LR: 1.60e-04 | 2276.9ms/step | 8.8 samples/s +Step 27470/44000 | Loss: 2.9431 | LR: 1.60e-04 | 2281.0ms/step | 8.8 samples/s +Step 27480/44000 | Loss: 2.8939 | LR: 1.59e-04 | 2306.0ms/step | 8.7 samples/s +Step 27490/44000 | Loss: 2.9153 | LR: 1.59e-04 | 2271.1ms/step | 8.8 samples/s +Step 27500/44000 | Loss: 2.9426 | LR: 1.59e-04 | 2215.4ms/step | 9.0 samples/s +Step 27510/44000 | Loss: 2.8980 | LR: 1.59e-04 | 2207.8ms/step | 9.1 samples/s +Step 27520/44000 | Loss: 2.9066 | LR: 1.59e-04 | 2285.4ms/step | 8.8 samples/s +Step 27530/44000 | Loss: 2.9269 | LR: 1.59e-04 | 2237.7ms/step | 8.9 samples/s +Step 27540/44000 | Loss: 2.8929 | LR: 1.58e-04 | 2266.8ms/step | 8.8 samples/s +Step 27550/44000 | Loss: 2.8922 | LR: 1.58e-04 | 2238.3ms/step | 8.9 samples/s +Step 27560/44000 | Loss: 2.8367 | LR: 1.58e-04 | 2235.2ms/step | 8.9 samples/s +Step 27570/44000 | Loss: 2.9395 | LR: 1.58e-04 | 2252.5ms/step | 8.9 samples/s +Step 27580/44000 | Loss: 2.8838 | LR: 1.58e-04 | 2278.5ms/step | 8.8 samples/s +Step 27590/44000 | Loss: 2.9171 | LR: 1.58e-04 | 2310.3ms/step | 8.7 samples/s +Step 27600/44000 | Loss: 2.8893 | LR: 1.57e-04 | 2312.7ms/step | 8.6 samples/s +Step 27610/44000 | Loss: 2.9036 | LR: 1.57e-04 | 2276.8ms/step | 8.8 samples/s +Step 27620/44000 | Loss: 2.8978 | LR: 1.57e-04 | 2268.6ms/step | 8.8 samples/s +Step 27630/44000 | Loss: 2.9113 | LR: 1.57e-04 | 2259.8ms/step | 8.9 samples/s +Step 27640/44000 | Loss: 2.9140 | LR: 1.57e-04 | 2257.2ms/step | 8.9 samples/s +Step 27650/44000 | Loss: 2.8784 | LR: 1.57e-04 | 2234.9ms/step | 8.9 samples/s +Step 27660/44000 | Loss: 2.8939 | LR: 1.56e-04 | 2271.8ms/step | 8.8 samples/s +Step 27670/44000 | Loss: 2.9393 | LR: 1.56e-04 | 2227.3ms/step | 9.0 samples/s +Step 27680/44000 | Loss: 2.8897 | LR: 1.56e-04 | 2212.3ms/step | 9.0 samples/s +Step 27690/44000 | Loss: 2.8773 | LR: 1.56e-04 | 2245.3ms/step | 8.9 samples/s +Step 27700/44000 | Loss: 2.9018 | LR: 1.56e-04 | 2262.4ms/step | 8.8 samples/s +Step 27710/44000 | Loss: 2.9004 | LR: 1.56e-04 | 2227.8ms/step | 9.0 samples/s +Step 27720/44000 | Loss: 2.9400 | LR: 1.55e-04 | 2249.6ms/step | 8.9 samples/s +Step 27730/44000 | Loss: 2.8958 | LR: 1.55e-04 | 2238.1ms/step | 8.9 samples/s +Step 27740/44000 | Loss: 2.8937 | LR: 1.55e-04 | 2216.9ms/step | 9.0 samples/s +Step 27750/44000 | Loss: 2.9128 | LR: 1.55e-04 | 2258.7ms/step | 8.9 samples/s +Step 27760/44000 | Loss: 2.9121 | LR: 1.55e-04 | 2247.0ms/step | 8.9 samples/s +Step 27770/44000 | Loss: 2.9283 | LR: 1.55e-04 | 2331.6ms/step | 8.6 samples/s +Step 27780/44000 | Loss: 2.8581 | LR: 1.54e-04 | 2259.7ms/step | 8.9 samples/s +Step 27790/44000 | Loss: 2.8798 | LR: 1.54e-04 | 2269.4ms/step | 8.8 samples/s +Step 27800/44000 | Loss: 2.8715 | LR: 1.54e-04 | 2229.7ms/step | 9.0 samples/s +Step 27810/44000 | Loss: 2.9278 | LR: 1.54e-04 | 2232.5ms/step | 9.0 samples/s +Step 27820/44000 | Loss: 2.9001 | LR: 1.54e-04 | 2253.1ms/step | 8.9 samples/s +Step 27830/44000 | Loss: 2.9392 | LR: 1.54e-04 | 2242.4ms/step | 8.9 samples/s +Step 27840/44000 | Loss: 2.9143 | LR: 1.53e-04 | 2231.0ms/step | 9.0 samples/s +Step 27850/44000 | Loss: 2.9371 | LR: 1.53e-04 | 2267.5ms/step | 8.8 samples/s +Step 27860/44000 | Loss: 2.8683 | LR: 1.53e-04 | 2243.9ms/step | 8.9 samples/s +Step 27870/44000 | Loss: 2.8754 | LR: 1.53e-04 | 2196.1ms/step | 9.1 samples/s +Step 27880/44000 | Loss: 2.8946 | LR: 1.53e-04 | 2094.2ms/step | 9.6 samples/s +Step 27890/44000 | Loss: 2.9109 | LR: 1.53e-04 | 2195.5ms/step | 9.1 samples/s +Step 27900/44000 | Loss: 2.8957 | LR: 1.52e-04 | 2155.4ms/step | 9.3 samples/s +Step 27910/44000 | Loss: 2.9128 | LR: 1.52e-04 | 2148.1ms/step | 9.3 samples/s +Step 27920/44000 | Loss: 2.8744 | LR: 1.52e-04 | 2157.2ms/step | 9.3 samples/s +Step 27930/44000 | Loss: 2.9277 | LR: 1.52e-04 | 2191.7ms/step | 9.1 samples/s +Step 27940/44000 | Loss: 2.9413 | LR: 1.52e-04 | 2168.9ms/step | 9.2 samples/s +Step 27950/44000 | Loss: 2.9284 | LR: 1.52e-04 | 2138.4ms/step | 9.4 samples/s +Step 27960/44000 | Loss: 2.9307 | LR: 1.51e-04 | 2166.2ms/step | 9.2 samples/s +Step 27970/44000 | Loss: 2.9115 | LR: 1.51e-04 | 2173.4ms/step | 9.2 samples/s +Step 27980/44000 | Loss: 2.9113 | LR: 1.51e-04 | 2155.1ms/step | 9.3 samples/s +Step 27990/44000 | Loss: 2.9211 | LR: 1.51e-04 | 2163.2ms/step | 9.2 samples/s +Step 28000/44000 | Loss: 2.8657 | LR: 1.51e-04 | 2170.1ms/step | 9.2 samples/s +Validation at step 28000: Loss = 2.8952, Perplexity = 18.09 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-28000 +Step 28010/44000 | Loss: 2.9185 | LR: 1.51e-04 | 4445.6ms/step | 4.5 samples/s +Step 28020/44000 | Loss: 2.8981 | LR: 1.50e-04 | 2111.5ms/step | 9.5 samples/s +Step 28030/44000 | Loss: 2.9271 | LR: 1.50e-04 | 2155.0ms/step | 9.3 samples/s +Step 28040/44000 | Loss: 2.8851 | LR: 1.50e-04 | 2170.0ms/step | 9.2 samples/s +Step 28050/44000 | Loss: 2.9328 | LR: 1.50e-04 | 2151.7ms/step | 9.3 samples/s +Step 28060/44000 | Loss: 2.9188 | LR: 1.50e-04 | 2139.3ms/step | 9.3 samples/s +Step 28070/44000 | Loss: 2.8903 | LR: 1.50e-04 | 2157.1ms/step | 9.3 samples/s +Step 28080/44000 | Loss: 2.9189 | LR: 1.49e-04 | 2132.2ms/step | 9.4 samples/s +Step 28090/44000 | Loss: 2.8905 | LR: 1.49e-04 | 2133.6ms/step | 9.4 samples/s +Step 28100/44000 | Loss: 2.9172 | LR: 1.49e-04 | 2150.8ms/step | 9.3 samples/s +Step 28110/44000 | Loss: 2.8890 | LR: 1.49e-04 | 2146.2ms/step | 9.3 samples/s +Step 28120/44000 | Loss: 2.9119 | LR: 1.49e-04 | 2166.7ms/step | 9.2 samples/s +Step 28130/44000 | Loss: 2.9187 | LR: 1.49e-04 | 2180.0ms/step | 9.2 samples/s +Step 28140/44000 | Loss: 2.8975 | LR: 1.48e-04 | 2128.9ms/step | 9.4 samples/s +Step 28150/44000 | Loss: 2.9083 | LR: 1.48e-04 | 2154.1ms/step | 9.3 samples/s +Step 28160/44000 | Loss: 2.8910 | LR: 1.48e-04 | 2127.6ms/step | 9.4 samples/s +Step 28170/44000 | Loss: 2.9113 | LR: 1.48e-04 | 2132.2ms/step | 9.4 samples/s +Step 28180/44000 | Loss: 2.9093 | LR: 1.48e-04 | 2143.6ms/step | 9.3 samples/s +Step 28190/44000 | Loss: 2.9144 | LR: 1.48e-04 | 2142.2ms/step | 9.3 samples/s +Step 28200/44000 | Loss: 2.9347 | LR: 1.47e-04 | 2148.5ms/step | 9.3 samples/s +Step 28210/44000 | Loss: 2.9144 | LR: 1.47e-04 | 2135.6ms/step | 9.4 samples/s +Step 28220/44000 | Loss: 2.9223 | LR: 1.47e-04 | 2156.8ms/step | 9.3 samples/s +Step 28230/44000 | Loss: 2.9112 | LR: 1.47e-04 | 2149.8ms/step | 9.3 samples/s +Step 28240/44000 | Loss: 2.9005 | LR: 1.47e-04 | 2146.2ms/step | 9.3 samples/s +Step 28250/44000 | Loss: 2.9130 | LR: 1.47e-04 | 2157.4ms/step | 9.3 samples/s +Step 28260/44000 | Loss: 2.8976 | LR: 1.46e-04 | 2138.5ms/step | 9.4 samples/s +Step 28270/44000 | Loss: 2.8844 | LR: 1.46e-04 | 2152.1ms/step | 9.3 samples/s +Step 28280/44000 | Loss: 2.8910 | LR: 1.46e-04 | 2181.7ms/step | 9.2 samples/s +Step 28290/44000 | Loss: 2.9113 | LR: 1.46e-04 | 2156.4ms/step | 9.3 samples/s +Step 28300/44000 | Loss: 2.8848 | LR: 1.46e-04 | 2119.9ms/step | 9.4 samples/s +Step 28310/44000 | Loss: 2.8926 | LR: 1.46e-04 | 2160.3ms/step | 9.3 samples/s +Step 28320/44000 | Loss: 2.9141 | LR: 1.45e-04 | 2157.0ms/step | 9.3 samples/s +Step 28330/44000 | Loss: 2.8963 | LR: 1.45e-04 | 2131.6ms/step | 9.4 samples/s +Step 28340/44000 | Loss: 2.8820 | LR: 1.45e-04 | 2139.2ms/step | 9.3 samples/s +Step 28350/44000 | Loss: 2.9144 | LR: 1.45e-04 | 2171.5ms/step | 9.2 samples/s +Step 28360/44000 | Loss: 2.9434 | LR: 1.45e-04 | 2155.9ms/step | 9.3 samples/s +Step 28370/44000 | Loss: 2.8116 | LR: 1.45e-04 | 2153.6ms/step | 9.3 samples/s +Step 28380/44000 | Loss: 2.8956 | LR: 1.44e-04 | 2147.6ms/step | 9.3 samples/s +Step 28390/44000 | Loss: 2.9361 | LR: 1.44e-04 | 2155.5ms/step | 9.3 samples/s +Step 28400/44000 | Loss: 2.9100 | LR: 1.44e-04 | 2173.8ms/step | 9.2 samples/s +Step 28410/44000 | Loss: 2.9214 | LR: 1.44e-04 | 2151.5ms/step | 9.3 samples/s +Step 28420/44000 | Loss: 2.8677 | LR: 1.44e-04 | 2135.2ms/step | 9.4 samples/s +Step 28430/44000 | Loss: 2.8831 | LR: 1.44e-04 | 2130.5ms/step | 9.4 samples/s +Step 28440/44000 | Loss: 2.9030 | LR: 1.43e-04 | 2143.8ms/step | 9.3 samples/s +Step 28450/44000 | Loss: 2.9295 | LR: 1.43e-04 | 2171.7ms/step | 9.2 samples/s +Step 28460/44000 | Loss: 2.9119 | LR: 1.43e-04 | 2177.3ms/step | 9.2 samples/s +Step 28470/44000 | Loss: 2.8993 | LR: 1.43e-04 | 2179.2ms/step | 9.2 samples/s +Step 28480/44000 | Loss: 2.9061 | LR: 1.43e-04 | 2158.6ms/step | 9.3 samples/s +Step 28490/44000 | Loss: 2.8965 | LR: 1.43e-04 | 2135.3ms/step | 9.4 samples/s +Step 28500/44000 | Loss: 2.9052 | LR: 1.42e-04 | 2156.2ms/step | 9.3 samples/s +Step 28510/44000 | Loss: 2.9144 | LR: 1.42e-04 | 2148.2ms/step | 9.3 samples/s +Step 28520/44000 | Loss: 2.9127 | LR: 1.42e-04 | 2161.8ms/step | 9.3 samples/s +Step 28530/44000 | Loss: 2.8309 | LR: 1.42e-04 | 2156.8ms/step | 9.3 samples/s +Step 28540/44000 | Loss: 2.9245 | LR: 1.42e-04 | 2148.1ms/step | 9.3 samples/s +Step 28550/44000 | Loss: 2.9262 | LR: 1.42e-04 | 2151.5ms/step | 9.3 samples/s +Step 28560/44000 | Loss: 2.9457 | LR: 1.41e-04 | 2142.0ms/step | 9.3 samples/s +Step 28570/44000 | Loss: 2.9160 | LR: 1.41e-04 | 2165.8ms/step | 9.2 samples/s +Step 28580/44000 | Loss: 2.9175 | LR: 1.41e-04 | 2158.8ms/step | 9.3 samples/s +Step 28590/44000 | Loss: 2.9165 | LR: 1.41e-04 | 2160.8ms/step | 9.3 samples/s +Step 28600/44000 | Loss: 2.8955 | LR: 1.41e-04 | 2153.9ms/step | 9.3 samples/s +Step 28610/44000 | Loss: 2.8887 | LR: 1.41e-04 | 2145.7ms/step | 9.3 samples/s +Step 28620/44000 | Loss: 2.8951 | LR: 1.40e-04 | 2146.0ms/step | 9.3 samples/s +Step 28630/44000 | Loss: 2.8918 | LR: 1.40e-04 | 2141.2ms/step | 9.3 samples/s +Step 28640/44000 | Loss: 2.8794 | LR: 1.40e-04 | 2172.1ms/step | 9.2 samples/s +Step 28650/44000 | Loss: 2.8574 | LR: 1.40e-04 | 2159.0ms/step | 9.3 samples/s +Step 28660/44000 | Loss: 2.9490 | LR: 1.40e-04 | 2174.3ms/step | 9.2 samples/s +Step 28670/44000 | Loss: 2.8998 | LR: 1.40e-04 | 2161.1ms/step | 9.3 samples/s +Step 28680/44000 | Loss: 2.9044 | LR: 1.39e-04 | 2128.9ms/step | 9.4 samples/s +Step 28690/44000 | Loss: 2.9173 | LR: 1.39e-04 | 2152.5ms/step | 9.3 samples/s +Step 28700/44000 | Loss: 2.9100 | LR: 1.39e-04 | 2142.9ms/step | 9.3 samples/s +Step 28710/44000 | Loss: 2.8952 | LR: 1.39e-04 | 2165.8ms/step | 9.2 samples/s +Step 28720/44000 | Loss: 2.8923 | LR: 1.39e-04 | 2147.5ms/step | 9.3 samples/s +Step 28730/44000 | Loss: 2.8776 | LR: 1.39e-04 | 2145.6ms/step | 9.3 samples/s +Step 28740/44000 | Loss: 2.9396 | LR: 1.38e-04 | 2158.4ms/step | 9.3 samples/s +Step 28750/44000 | Loss: 2.8890 | LR: 1.38e-04 | 2155.7ms/step | 9.3 samples/s +Step 28760/44000 | Loss: 2.8810 | LR: 1.38e-04 | 2152.1ms/step | 9.3 samples/s +Step 28770/44000 | Loss: 2.8755 | LR: 1.38e-04 | 2155.1ms/step | 9.3 samples/s +Step 28780/44000 | Loss: 2.9309 | LR: 1.38e-04 | 2146.5ms/step | 9.3 samples/s +Step 28790/44000 | Loss: 2.8795 | LR: 1.38e-04 | 2158.5ms/step | 9.3 samples/s +Step 28800/44000 | Loss: 2.8885 | LR: 1.38e-04 | 2136.0ms/step | 9.4 samples/s +Step 28810/44000 | Loss: 2.9525 | LR: 1.37e-04 | 2164.0ms/step | 9.2 samples/s +Step 28820/44000 | Loss: 2.9184 | LR: 1.37e-04 | 2230.7ms/step | 9.0 samples/s +Step 28830/44000 | Loss: 2.8975 | LR: 1.37e-04 | 2278.3ms/step | 8.8 samples/s +Step 28840/44000 | Loss: 2.9170 | LR: 1.37e-04 | 2205.7ms/step | 9.1 samples/s +Step 28850/44000 | Loss: 2.8897 | LR: 1.37e-04 | 2294.8ms/step | 8.7 samples/s +Step 28860/44000 | Loss: 2.8805 | LR: 1.37e-04 | 2319.9ms/step | 8.6 samples/s +Step 28870/44000 | Loss: 2.8967 | LR: 1.36e-04 | 2197.3ms/step | 9.1 samples/s +Step 28880/44000 | Loss: 2.8882 | LR: 1.36e-04 | 2180.4ms/step | 9.2 samples/s +Step 28890/44000 | Loss: 2.8748 | LR: 1.36e-04 | 2249.8ms/step | 8.9 samples/s +Step 28900/44000 | Loss: 2.9196 | LR: 1.36e-04 | 2274.0ms/step | 8.8 samples/s +Step 28910/44000 | Loss: 2.9023 | LR: 1.36e-04 | 2290.2ms/step | 8.7 samples/s +Step 28920/44000 | Loss: 2.9162 | LR: 1.36e-04 | 2172.1ms/step | 9.2 samples/s +Step 28930/44000 | Loss: 2.8876 | LR: 1.35e-04 | 2252.0ms/step | 8.9 samples/s +Step 28940/44000 | Loss: 2.9294 | LR: 1.35e-04 | 2231.1ms/step | 9.0 samples/s +Step 28950/44000 | Loss: 2.9248 | LR: 1.35e-04 | 2241.3ms/step | 8.9 samples/s +Step 28960/44000 | Loss: 2.8890 | LR: 1.35e-04 | 2247.2ms/step | 8.9 samples/s +Step 28970/44000 | Loss: 2.9059 | LR: 1.35e-04 | 2293.9ms/step | 8.7 samples/s +Step 28980/44000 | Loss: 2.9091 | LR: 1.35e-04 | 2137.4ms/step | 9.4 samples/s +Step 28990/44000 | Loss: 2.9180 | LR: 1.34e-04 | 2139.7ms/step | 9.3 samples/s +Step 29000/44000 | Loss: 2.8819 | LR: 1.34e-04 | 2166.1ms/step | 9.2 samples/s +Validation at step 29000: Loss = 2.8897, Perplexity = 17.99 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-29000 +Step 29010/44000 | Loss: 2.9011 | LR: 1.34e-04 | 4397.1ms/step | 4.5 samples/s +Step 29020/44000 | Loss: 2.8768 | LR: 1.34e-04 | 2172.0ms/step | 9.2 samples/s +Step 29030/44000 | Loss: 2.8921 | LR: 1.34e-04 | 2152.6ms/step | 9.3 samples/s +Step 29040/44000 | Loss: 2.9297 | LR: 1.34e-04 | 2163.5ms/step | 9.2 samples/s +Step 29050/44000 | Loss: 2.8854 | LR: 1.33e-04 | 2131.9ms/step | 9.4 samples/s +Step 29060/44000 | Loss: 2.9234 | LR: 1.33e-04 | 2154.3ms/step | 9.3 samples/s +Step 29070/44000 | Loss: 2.8796 | LR: 1.33e-04 | 2161.4ms/step | 9.3 samples/s +Step 29080/44000 | Loss: 2.9159 | LR: 1.33e-04 | 2173.4ms/step | 9.2 samples/s +Step 29090/44000 | Loss: 2.9442 | LR: 1.33e-04 | 2140.9ms/step | 9.3 samples/s +Step 29100/44000 | Loss: 2.9002 | LR: 1.33e-04 | 2135.5ms/step | 9.4 samples/s +Step 29110/44000 | Loss: 2.9163 | LR: 1.33e-04 | 2143.7ms/step | 9.3 samples/s +Step 29120/44000 | Loss: 2.8907 | LR: 1.32e-04 | 2149.3ms/step | 9.3 samples/s +Step 29130/44000 | Loss: 2.9060 | LR: 1.32e-04 | 2141.7ms/step | 9.3 samples/s +Step 29140/44000 | Loss: 2.8800 | LR: 1.32e-04 | 2145.0ms/step | 9.3 samples/s +Step 29150/44000 | Loss: 2.8978 | LR: 1.32e-04 | 2148.4ms/step | 9.3 samples/s +Step 29160/44000 | Loss: 2.8777 | LR: 1.32e-04 | 2164.7ms/step | 9.2 samples/s +Step 29170/44000 | Loss: 2.9121 | LR: 1.32e-04 | 2138.8ms/step | 9.4 samples/s +Step 29180/44000 | Loss: 2.9286 | LR: 1.31e-04 | 2163.0ms/step | 9.2 samples/s +Step 29190/44000 | Loss: 2.8762 | LR: 1.31e-04 | 2138.4ms/step | 9.4 samples/s +Step 29200/44000 | Loss: 2.8986 | LR: 1.31e-04 | 2138.0ms/step | 9.4 samples/s +Step 29210/44000 | Loss: 2.8952 | LR: 1.31e-04 | 2143.3ms/step | 9.3 samples/s +Step 29220/44000 | Loss: 2.8743 | LR: 1.31e-04 | 2167.6ms/step | 9.2 samples/s +Step 29230/44000 | Loss: 2.9259 | LR: 1.31e-04 | 2165.1ms/step | 9.2 samples/s +Step 29240/44000 | Loss: 2.9279 | LR: 1.30e-04 | 2146.6ms/step | 9.3 samples/s +Step 29250/44000 | Loss: 2.9437 | LR: 1.30e-04 | 2127.1ms/step | 9.4 samples/s +Step 29260/44000 | Loss: 2.8689 | LR: 1.30e-04 | 2149.2ms/step | 9.3 samples/s +Step 29270/44000 | Loss: 2.9021 | LR: 1.30e-04 | 2160.7ms/step | 9.3 samples/s +Step 29280/44000 | Loss: 2.8688 | LR: 1.30e-04 | 2159.1ms/step | 9.3 samples/s +Step 29290/44000 | Loss: 2.9090 | LR: 1.30e-04 | 2153.7ms/step | 9.3 samples/s +Step 29300/44000 | Loss: 2.9375 | LR: 1.29e-04 | 2145.9ms/step | 9.3 samples/s +Step 29310/44000 | Loss: 2.8860 | LR: 1.29e-04 | 2140.1ms/step | 9.3 samples/s +Step 29320/44000 | Loss: 2.8590 | LR: 1.29e-04 | 2128.8ms/step | 9.4 samples/s +Step 29330/44000 | Loss: 2.9065 | LR: 1.29e-04 | 2152.7ms/step | 9.3 samples/s +Step 29340/44000 | Loss: 2.8408 | LR: 1.29e-04 | 2161.3ms/step | 9.3 samples/s +Step 29350/44000 | Loss: 2.8946 | LR: 1.29e-04 | 2144.1ms/step | 9.3 samples/s +Step 29360/44000 | Loss: 2.9248 | LR: 1.29e-04 | 2153.5ms/step | 9.3 samples/s +Step 29370/44000 | Loss: 2.9321 | LR: 1.28e-04 | 2141.8ms/step | 9.3 samples/s +Step 29380/44000 | Loss: 2.8875 | LR: 1.28e-04 | 2138.5ms/step | 9.4 samples/s +Step 29390/44000 | Loss: 2.8764 | LR: 1.28e-04 | 2146.3ms/step | 9.3 samples/s +Step 29400/44000 | Loss: 2.9297 | LR: 1.28e-04 | 2285.5ms/step | 8.8 samples/s +Step 29410/44000 | Loss: 2.9087 | LR: 1.28e-04 | 2216.1ms/step | 9.0 samples/s +Step 29420/44000 | Loss: 2.8785 | LR: 1.28e-04 | 2302.7ms/step | 8.7 samples/s +Step 29430/44000 | Loss: 2.8989 | LR: 1.27e-04 | 2224.8ms/step | 9.0 samples/s +Step 29440/44000 | Loss: 2.9352 | LR: 1.27e-04 | 2278.9ms/step | 8.8 samples/s +Step 29450/44000 | Loss: 2.8809 | LR: 1.27e-04 | 2346.6ms/step | 8.5 samples/s +Step 29460/44000 | Loss: 2.8712 | LR: 1.27e-04 | 2173.2ms/step | 9.2 samples/s +Step 29470/44000 | Loss: 2.9218 | LR: 1.27e-04 | 2315.7ms/step | 8.6 samples/s +Step 29480/44000 | Loss: 2.8663 | LR: 1.27e-04 | 2192.3ms/step | 9.1 samples/s +Step 29490/44000 | Loss: 2.9218 | LR: 1.26e-04 | 2271.5ms/step | 8.8 samples/s +Step 29500/44000 | Loss: 2.9653 | LR: 1.26e-04 | 2226.5ms/step | 9.0 samples/s +Step 29510/44000 | Loss: 2.8910 | LR: 1.26e-04 | 2273.6ms/step | 8.8 samples/s +Step 29520/44000 | Loss: 2.8939 | LR: 1.26e-04 | 2251.0ms/step | 8.9 samples/s +Step 29530/44000 | Loss: 2.8871 | LR: 1.26e-04 | 2259.4ms/step | 8.9 samples/s +Step 29540/44000 | Loss: 2.9139 | LR: 1.26e-04 | 2299.5ms/step | 8.7 samples/s +Step 29550/44000 | Loss: 2.8824 | LR: 1.26e-04 | 2196.0ms/step | 9.1 samples/s +Step 29560/44000 | Loss: 2.8956 | LR: 1.25e-04 | 2285.1ms/step | 8.8 samples/s +Step 29570/44000 | Loss: 2.8940 | LR: 1.25e-04 | 2140.1ms/step | 9.3 samples/s +Step 29580/44000 | Loss: 2.8777 | LR: 1.25e-04 | 2166.7ms/step | 9.2 samples/s +Step 29590/44000 | Loss: 2.8941 | LR: 1.25e-04 | 2153.9ms/step | 9.3 samples/s +Step 29600/44000 | Loss: 2.9325 | LR: 1.25e-04 | 2142.2ms/step | 9.3 samples/s +Step 29610/44000 | Loss: 2.9089 | LR: 1.25e-04 | 2136.0ms/step | 9.4 samples/s +Step 29620/44000 | Loss: 2.8967 | LR: 1.24e-04 | 2154.1ms/step | 9.3 samples/s +Step 29630/44000 | Loss: 2.8826 | LR: 1.24e-04 | 2128.6ms/step | 9.4 samples/s +Step 29640/44000 | Loss: 2.8718 | LR: 1.24e-04 | 2150.4ms/step | 9.3 samples/s +Step 29650/44000 | Loss: 2.8975 | LR: 1.24e-04 | 2174.4ms/step | 9.2 samples/s +Step 29660/44000 | Loss: 2.9486 | LR: 1.24e-04 | 2132.7ms/step | 9.4 samples/s +Step 29670/44000 | Loss: 2.8720 | LR: 1.24e-04 | 2142.5ms/step | 9.3 samples/s +Step 29680/44000 | Loss: 2.9231 | LR: 1.23e-04 | 2163.6ms/step | 9.2 samples/s +Step 29690/44000 | Loss: 2.9028 | LR: 1.23e-04 | 2152.0ms/step | 9.3 samples/s +Step 29700/44000 | Loss: 2.9338 | LR: 1.23e-04 | 2113.3ms/step | 9.5 samples/s +Step 29710/44000 | Loss: 2.8694 | LR: 1.23e-04 | 2098.5ms/step | 9.5 samples/s +Step 29720/44000 | Loss: 2.8901 | LR: 1.23e-04 | 2088.3ms/step | 9.6 samples/s +Step 29730/44000 | Loss: 2.8781 | LR: 1.23e-04 | 2083.8ms/step | 9.6 samples/s +Step 29740/44000 | Loss: 2.8614 | LR: 1.23e-04 | 2085.8ms/step | 9.6 samples/s +Step 29750/44000 | Loss: 2.9148 | LR: 1.22e-04 | 2114.1ms/step | 9.5 samples/s +Step 29760/44000 | Loss: 2.8339 | LR: 1.22e-04 | 2091.8ms/step | 9.6 samples/s +Step 29770/44000 | Loss: 2.9153 | LR: 1.22e-04 | 2106.2ms/step | 9.5 samples/s +Step 29780/44000 | Loss: 2.9065 | LR: 1.22e-04 | 2105.7ms/step | 9.5 samples/s +Step 29790/44000 | Loss: 2.8938 | LR: 1.22e-04 | 2112.7ms/step | 9.5 samples/s +Step 29800/44000 | Loss: 2.9007 | LR: 1.22e-04 | 2119.9ms/step | 9.4 samples/s +Step 29810/44000 | Loss: 2.9433 | LR: 1.21e-04 | 2111.7ms/step | 9.5 samples/s +Step 29820/44000 | Loss: 2.8601 | LR: 1.21e-04 | 2069.8ms/step | 9.7 samples/s +Step 29830/44000 | Loss: 2.9105 | LR: 1.21e-04 | 2115.4ms/step | 9.5 samples/s +Step 29840/44000 | Loss: 2.8917 | LR: 1.21e-04 | 2070.1ms/step | 9.7 samples/s +Step 29850/44000 | Loss: 2.8589 | LR: 1.21e-04 | 2103.0ms/step | 9.5 samples/s +Step 29860/44000 | Loss: 2.8680 | LR: 1.21e-04 | 2107.4ms/step | 9.5 samples/s +Step 29870/44000 | Loss: 2.8715 | LR: 1.21e-04 | 2077.3ms/step | 9.6 samples/s +Step 29880/44000 | Loss: 2.9041 | LR: 1.20e-04 | 1971.8ms/step | 10.1 samples/s +Step 29890/44000 | Loss: 2.9131 | LR: 1.20e-04 | 2014.9ms/step | 9.9 samples/s +Step 29900/44000 | Loss: 2.8726 | LR: 1.20e-04 | 2111.6ms/step | 9.5 samples/s +Step 29910/44000 | Loss: 2.8874 | LR: 1.20e-04 | 2101.3ms/step | 9.5 samples/s +Step 29920/44000 | Loss: 2.9063 | LR: 1.20e-04 | 2110.4ms/step | 9.5 samples/s +Step 29930/44000 | Loss: 2.9016 | LR: 1.20e-04 | 2100.7ms/step | 9.5 samples/s +Step 29940/44000 | Loss: 2.8766 | LR: 1.19e-04 | 2113.8ms/step | 9.5 samples/s +Step 29950/44000 | Loss: 2.8645 | LR: 1.19e-04 | 2114.5ms/step | 9.5 samples/s +Step 29960/44000 | Loss: 2.8867 | LR: 1.19e-04 | 2094.5ms/step | 9.5 samples/s +Step 29970/44000 | Loss: 2.8646 | LR: 1.19e-04 | 2099.8ms/step | 9.5 samples/s +Step 29980/44000 | Loss: 2.8747 | LR: 1.19e-04 | 2118.1ms/step | 9.4 samples/s +Step 29990/44000 | Loss: 2.8838 | LR: 1.19e-04 | 2115.0ms/step | 9.5 samples/s +Step 30000/44000 | Loss: 2.9112 | LR: 1.19e-04 | 2092.0ms/step | 9.6 samples/s +Validation at step 30000: Loss = 2.8861, Perplexity = 17.92 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-30000 +Step 30010/44000 | Loss: 2.8790 | LR: 1.18e-04 | 4296.4ms/step | 4.7 samples/s +Step 30020/44000 | Loss: 2.8861 | LR: 1.18e-04 | 2106.0ms/step | 9.5 samples/s +Step 30030/44000 | Loss: 2.8930 | LR: 1.18e-04 | 2110.2ms/step | 9.5 samples/s +Step 30040/44000 | Loss: 2.9343 | LR: 1.18e-04 | 2110.5ms/step | 9.5 samples/s +Step 30050/44000 | Loss: 2.8936 | LR: 1.18e-04 | 2106.3ms/step | 9.5 samples/s +Step 30060/44000 | Loss: 2.8880 | LR: 1.18e-04 | 2104.4ms/step | 9.5 samples/s +Step 30070/44000 | Loss: 2.9253 | LR: 1.17e-04 | 2116.0ms/step | 9.5 samples/s +Step 30080/44000 | Loss: 2.9442 | LR: 1.17e-04 | 2102.6ms/step | 9.5 samples/s +Step 30090/44000 | Loss: 2.8898 | LR: 1.17e-04 | 2098.2ms/step | 9.5 samples/s +Step 30100/44000 | Loss: 2.8836 | LR: 1.17e-04 | 2093.8ms/step | 9.6 samples/s +Step 30110/44000 | Loss: 2.8496 | LR: 1.17e-04 | 2112.2ms/step | 9.5 samples/s +Step 30120/44000 | Loss: 2.8912 | LR: 1.17e-04 | 2115.5ms/step | 9.5 samples/s +Step 30130/44000 | Loss: 2.8950 | LR: 1.17e-04 | 2098.4ms/step | 9.5 samples/s +Step 30140/44000 | Loss: 2.9151 | LR: 1.16e-04 | 2097.4ms/step | 9.5 samples/s +Step 30150/44000 | Loss: 2.8615 | LR: 1.16e-04 | 2106.5ms/step | 9.5 samples/s +Step 30160/44000 | Loss: 2.9082 | LR: 1.16e-04 | 2100.2ms/step | 9.5 samples/s +Step 30170/44000 | Loss: 2.9130 | LR: 1.16e-04 | 2101.4ms/step | 9.5 samples/s +Step 30180/44000 | Loss: 2.8114 | LR: 1.16e-04 | 2101.3ms/step | 9.5 samples/s +Step 30190/44000 | Loss: 2.8927 | LR: 1.16e-04 | 2121.1ms/step | 9.4 samples/s +Step 30200/44000 | Loss: 2.8474 | LR: 1.15e-04 | 2107.3ms/step | 9.5 samples/s +Step 30210/44000 | Loss: 2.9137 | LR: 1.15e-04 | 2078.8ms/step | 9.6 samples/s +Step 30220/44000 | Loss: 2.8798 | LR: 1.15e-04 | 2116.4ms/step | 9.4 samples/s +Step 30230/44000 | Loss: 2.9010 | LR: 1.15e-04 | 2103.5ms/step | 9.5 samples/s +Step 30240/44000 | Loss: 2.8887 | LR: 1.15e-04 | 2107.6ms/step | 9.5 samples/s +Step 30250/44000 | Loss: 2.9177 | LR: 1.15e-04 | 2111.1ms/step | 9.5 samples/s +Step 30260/44000 | Loss: 2.8704 | LR: 1.15e-04 | 2115.0ms/step | 9.5 samples/s +Step 30270/44000 | Loss: 2.9039 | LR: 1.14e-04 | 2104.5ms/step | 9.5 samples/s +Step 30280/44000 | Loss: 2.9456 | LR: 1.14e-04 | 2089.0ms/step | 9.6 samples/s +Step 30290/44000 | Loss: 2.8629 | LR: 1.14e-04 | 2096.8ms/step | 9.5 samples/s +Step 30300/44000 | Loss: 2.9023 | LR: 1.14e-04 | 2096.2ms/step | 9.5 samples/s +Step 30310/44000 | Loss: 2.8650 | LR: 1.14e-04 | 2103.2ms/step | 9.5 samples/s +Step 30320/44000 | Loss: 2.9107 | LR: 1.14e-04 | 2104.6ms/step | 9.5 samples/s +Step 30330/44000 | Loss: 2.8815 | LR: 1.13e-04 | 2096.1ms/step | 9.5 samples/s +Step 30340/44000 | Loss: 2.8715 | LR: 1.13e-04 | 2099.2ms/step | 9.5 samples/s +Step 30350/44000 | Loss: 2.8964 | LR: 1.13e-04 | 2092.8ms/step | 9.6 samples/s +Step 30360/44000 | Loss: 2.8940 | LR: 1.13e-04 | 2104.2ms/step | 9.5 samples/s +Step 30370/44000 | Loss: 2.9409 | LR: 1.13e-04 | 2117.7ms/step | 9.4 samples/s +Step 30380/44000 | Loss: 2.9004 | LR: 1.13e-04 | 2097.2ms/step | 9.5 samples/s +Step 30390/44000 | Loss: 2.8985 | LR: 1.13e-04 | 2103.2ms/step | 9.5 samples/s +Step 30400/44000 | Loss: 2.8689 | LR: 1.12e-04 | 2110.1ms/step | 9.5 samples/s +Step 30410/44000 | Loss: 2.8957 | LR: 1.12e-04 | 2111.7ms/step | 9.5 samples/s +Step 30420/44000 | Loss: 2.8899 | LR: 1.12e-04 | 2090.3ms/step | 9.6 samples/s +Step 30430/44000 | Loss: 2.8933 | LR: 1.12e-04 | 2111.3ms/step | 9.5 samples/s +Step 30440/44000 | Loss: 2.9258 | LR: 1.12e-04 | 2121.2ms/step | 9.4 samples/s +Step 30450/44000 | Loss: 2.8557 | LR: 1.12e-04 | 2076.1ms/step | 9.6 samples/s +Step 30460/44000 | Loss: 2.8957 | LR: 1.11e-04 | 2121.0ms/step | 9.4 samples/s +Step 30470/44000 | Loss: 2.8955 | LR: 1.11e-04 | 2074.6ms/step | 9.6 samples/s +Step 30480/44000 | Loss: 2.8849 | LR: 1.11e-04 | 2106.6ms/step | 9.5 samples/s +Step 30490/44000 | Loss: 2.8845 | LR: 1.11e-04 | 2104.4ms/step | 9.5 samples/s +Step 30500/44000 | Loss: 2.9059 | LR: 1.11e-04 | 2109.2ms/step | 9.5 samples/s +Step 30510/44000 | Loss: 2.8976 | LR: 1.11e-04 | 2125.1ms/step | 9.4 samples/s +Step 30520/44000 | Loss: 2.8650 | LR: 1.11e-04 | 2101.2ms/step | 9.5 samples/s +Step 30530/44000 | Loss: 2.9335 | LR: 1.10e-04 | 2132.8ms/step | 9.4 samples/s +Step 30540/44000 | Loss: 2.8884 | LR: 1.10e-04 | 2111.6ms/step | 9.5 samples/s +Step 30550/44000 | Loss: 2.9375 | LR: 1.10e-04 | 2112.0ms/step | 9.5 samples/s +Step 30560/44000 | Loss: 2.8892 | LR: 1.10e-04 | 2107.3ms/step | 9.5 samples/s +Step 30570/44000 | Loss: 2.8994 | LR: 1.10e-04 | 2090.8ms/step | 9.6 samples/s +Step 30580/44000 | Loss: 2.8609 | LR: 1.10e-04 | 2114.0ms/step | 9.5 samples/s +Step 30590/44000 | Loss: 2.8901 | LR: 1.10e-04 | 2105.0ms/step | 9.5 samples/s +Step 30600/44000 | Loss: 2.8634 | LR: 1.09e-04 | 2108.1ms/step | 9.5 samples/s +Step 30610/44000 | Loss: 2.8592 | LR: 1.09e-04 | 2096.6ms/step | 9.5 samples/s +Step 30620/44000 | Loss: 2.8780 | LR: 1.09e-04 | 2097.7ms/step | 9.5 samples/s +Step 30630/44000 | Loss: 2.9105 | LR: 1.09e-04 | 2100.4ms/step | 9.5 samples/s +Step 30640/44000 | Loss: 2.8953 | LR: 1.09e-04 | 2111.2ms/step | 9.5 samples/s +Step 30650/44000 | Loss: 2.9284 | LR: 1.09e-04 | 2106.5ms/step | 9.5 samples/s +Step 30660/44000 | Loss: 2.8986 | LR: 1.08e-04 | 2095.9ms/step | 9.5 samples/s +Step 30670/44000 | Loss: 2.9053 | LR: 1.08e-04 | 2086.5ms/step | 9.6 samples/s +Step 30680/44000 | Loss: 2.8970 | LR: 1.08e-04 | 2087.2ms/step | 9.6 samples/s +Step 30690/44000 | Loss: 2.8861 | LR: 1.08e-04 | 2109.6ms/step | 9.5 samples/s +Step 30700/44000 | Loss: 2.8746 | LR: 1.08e-04 | 2111.9ms/step | 9.5 samples/s +Step 30710/44000 | Loss: 2.9020 | LR: 1.08e-04 | 2131.1ms/step | 9.4 samples/s +Step 30720/44000 | Loss: 2.9262 | LR: 1.08e-04 | 2114.4ms/step | 9.5 samples/s +Step 30730/44000 | Loss: 2.9081 | LR: 1.07e-04 | 2114.2ms/step | 9.5 samples/s +Step 30740/44000 | Loss: 2.8859 | LR: 1.07e-04 | 2132.8ms/step | 9.4 samples/s +Step 30750/44000 | Loss: 2.8900 | LR: 1.07e-04 | 2109.4ms/step | 9.5 samples/s +Step 30760/44000 | Loss: 2.8548 | LR: 1.07e-04 | 2095.3ms/step | 9.5 samples/s +Step 30770/44000 | Loss: 2.9059 | LR: 1.07e-04 | 2090.3ms/step | 9.6 samples/s +Step 30780/44000 | Loss: 2.8896 | LR: 1.07e-04 | 2086.1ms/step | 9.6 samples/s +Step 30790/44000 | Loss: 2.9407 | LR: 1.07e-04 | 2106.4ms/step | 9.5 samples/s +Step 30800/44000 | Loss: 2.8900 | LR: 1.06e-04 | 2107.3ms/step | 9.5 samples/s +Step 30810/44000 | Loss: 2.8924 | LR: 1.06e-04 | 2107.4ms/step | 9.5 samples/s +Step 30820/44000 | Loss: 2.8902 | LR: 1.06e-04 | 2112.2ms/step | 9.5 samples/s +Step 30830/44000 | Loss: 2.8909 | LR: 1.06e-04 | 2111.3ms/step | 9.5 samples/s +Step 30840/44000 | Loss: 2.8835 | LR: 1.06e-04 | 2092.0ms/step | 9.6 samples/s +Step 30850/44000 | Loss: 2.8693 | LR: 1.06e-04 | 2092.7ms/step | 9.6 samples/s +Step 30860/44000 | Loss: 2.8972 | LR: 1.05e-04 | 2116.5ms/step | 9.4 samples/s +Step 30870/44000 | Loss: 2.9146 | LR: 1.05e-04 | 2110.3ms/step | 9.5 samples/s +Step 30880/44000 | Loss: 2.9086 | LR: 1.05e-04 | 2002.7ms/step | 10.0 samples/s +Step 30890/44000 | Loss: 2.8643 | LR: 1.05e-04 | 2089.1ms/step | 9.6 samples/s +Step 30900/44000 | Loss: 2.8908 | LR: 1.05e-04 | 2110.6ms/step | 9.5 samples/s +Step 30910/44000 | Loss: 2.8840 | LR: 1.05e-04 | 2100.1ms/step | 9.5 samples/s +Step 30920/44000 | Loss: 2.9138 | LR: 1.05e-04 | 2095.5ms/step | 9.5 samples/s +Step 30930/44000 | Loss: 2.8903 | LR: 1.04e-04 | 2112.0ms/step | 9.5 samples/s +Step 30940/44000 | Loss: 2.9243 | LR: 1.04e-04 | 2091.7ms/step | 9.6 samples/s +Step 30950/44000 | Loss: 2.8983 | LR: 1.04e-04 | 2132.2ms/step | 9.4 samples/s +Step 30960/44000 | Loss: 2.8983 | LR: 1.04e-04 | 2206.7ms/step | 9.1 samples/s +Step 30970/44000 | Loss: 2.9227 | LR: 1.04e-04 | 2223.4ms/step | 9.0 samples/s +Step 30980/44000 | Loss: 2.9051 | LR: 1.04e-04 | 2265.0ms/step | 8.8 samples/s +Step 30990/44000 | Loss: 2.8953 | LR: 1.04e-04 | 2223.0ms/step | 9.0 samples/s +Step 31000/44000 | Loss: 2.9309 | LR: 1.03e-04 | 2215.4ms/step | 9.0 samples/s +Validation at step 31000: Loss = 2.8827, Perplexity = 17.86 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-31000 +Step 31010/44000 | Loss: 2.8754 | LR: 1.03e-04 | 4592.0ms/step | 4.4 samples/s +Step 31020/44000 | Loss: 2.9210 | LR: 1.03e-04 | 2201.5ms/step | 9.1 samples/s +Step 31030/44000 | Loss: 2.8827 | LR: 1.03e-04 | 2188.5ms/step | 9.1 samples/s +Step 31040/44000 | Loss: 2.8573 | LR: 1.03e-04 | 2212.0ms/step | 9.0 samples/s +Step 31050/44000 | Loss: 2.8404 | LR: 1.03e-04 | 2225.8ms/step | 9.0 samples/s +Step 31060/44000 | Loss: 2.8154 | LR: 1.03e-04 | 2214.1ms/step | 9.0 samples/s +Step 31070/44000 | Loss: 2.8633 | LR: 1.02e-04 | 2204.9ms/step | 9.1 samples/s +Step 31080/44000 | Loss: 2.8963 | LR: 1.02e-04 | 2234.5ms/step | 9.0 samples/s +Step 31090/44000 | Loss: 2.8832 | LR: 1.02e-04 | 2213.5ms/step | 9.0 samples/s +Step 31100/44000 | Loss: 2.8769 | LR: 1.02e-04 | 2217.7ms/step | 9.0 samples/s +Step 31110/44000 | Loss: 2.9138 | LR: 1.02e-04 | 2211.9ms/step | 9.0 samples/s +Step 31120/44000 | Loss: 2.8820 | LR: 1.02e-04 | 2229.8ms/step | 9.0 samples/s +Step 31130/44000 | Loss: 2.8725 | LR: 1.02e-04 | 2204.5ms/step | 9.1 samples/s +Step 31140/44000 | Loss: 2.8942 | LR: 1.01e-04 | 2211.5ms/step | 9.0 samples/s +Step 31150/44000 | Loss: 2.9196 | LR: 1.01e-04 | 2218.3ms/step | 9.0 samples/s +Step 31160/44000 | Loss: 2.9035 | LR: 1.01e-04 | 2217.8ms/step | 9.0 samples/s +Step 31170/44000 | Loss: 2.9326 | LR: 1.01e-04 | 2220.6ms/step | 9.0 samples/s +Step 31180/44000 | Loss: 2.8539 | LR: 1.01e-04 | 2220.0ms/step | 9.0 samples/s +Step 31190/44000 | Loss: 2.8919 | LR: 1.01e-04 | 2213.1ms/step | 9.0 samples/s +Step 31200/44000 | Loss: 2.8776 | LR: 1.00e-04 | 2245.3ms/step | 8.9 samples/s +Step 31210/44000 | Loss: 2.8750 | LR: 1.00e-04 | 2233.6ms/step | 9.0 samples/s +Step 31220/44000 | Loss: 2.8796 | LR: 1.00e-04 | 2216.9ms/step | 9.0 samples/s +Step 31230/44000 | Loss: 2.9205 | LR: 1.00e-04 | 2231.6ms/step | 9.0 samples/s +Step 31240/44000 | Loss: 2.8564 | LR: 9.99e-05 | 2224.0ms/step | 9.0 samples/s +Step 31250/44000 | Loss: 2.8789 | LR: 9.98e-05 | 2236.7ms/step | 8.9 samples/s +Step 31260/44000 | Loss: 2.8631 | LR: 9.96e-05 | 2234.5ms/step | 9.0 samples/s +Step 31270/44000 | Loss: 2.8613 | LR: 9.95e-05 | 2233.5ms/step | 9.0 samples/s +Step 31280/44000 | Loss: 2.9296 | LR: 9.93e-05 | 2207.5ms/step | 9.1 samples/s +Step 31290/44000 | Loss: 2.9037 | LR: 9.92e-05 | 2201.8ms/step | 9.1 samples/s +Step 31300/44000 | Loss: 2.9038 | LR: 9.90e-05 | 2220.0ms/step | 9.0 samples/s +Step 31310/44000 | Loss: 2.9097 | LR: 9.89e-05 | 2225.6ms/step | 9.0 samples/s +Step 31320/44000 | Loss: 2.9103 | LR: 9.88e-05 | 2218.1ms/step | 9.0 samples/s +Step 31330/44000 | Loss: 2.8824 | LR: 9.86e-05 | 2200.4ms/step | 9.1 samples/s +Step 31340/44000 | Loss: 2.8973 | LR: 9.85e-05 | 2179.3ms/step | 9.2 samples/s +Step 31350/44000 | Loss: 2.8643 | LR: 9.83e-05 | 2182.0ms/step | 9.2 samples/s +Step 31360/44000 | Loss: 2.8823 | LR: 9.82e-05 | 2140.4ms/step | 9.3 samples/s +Step 31370/44000 | Loss: 2.9055 | LR: 9.80e-05 | 2122.9ms/step | 9.4 samples/s +Step 31380/44000 | Loss: 2.9214 | LR: 9.79e-05 | 2095.6ms/step | 9.5 samples/s +Step 31390/44000 | Loss: 2.9221 | LR: 9.77e-05 | 2092.5ms/step | 9.6 samples/s +Step 31400/44000 | Loss: 2.8941 | LR: 9.76e-05 | 2142.1ms/step | 9.3 samples/s +Step 31410/44000 | Loss: 2.8648 | LR: 9.75e-05 | 2150.9ms/step | 9.3 samples/s +Step 31420/44000 | Loss: 2.8736 | LR: 9.73e-05 | 2185.3ms/step | 9.2 samples/s +Step 31430/44000 | Loss: 2.9333 | LR: 9.72e-05 | 2140.7ms/step | 9.3 samples/s +Step 31440/44000 | Loss: 2.8986 | LR: 9.70e-05 | 2109.7ms/step | 9.5 samples/s +Step 31450/44000 | Loss: 2.9046 | LR: 9.69e-05 | 2107.8ms/step | 9.5 samples/s +Step 31460/44000 | Loss: 2.8714 | LR: 9.67e-05 | 2122.0ms/step | 9.4 samples/s +Step 31470/44000 | Loss: 2.8972 | LR: 9.66e-05 | 2127.0ms/step | 9.4 samples/s +Step 31480/44000 | Loss: 2.8770 | LR: 9.65e-05 | 2161.5ms/step | 9.3 samples/s +Step 31490/44000 | Loss: 2.8940 | LR: 9.63e-05 | 2135.8ms/step | 9.4 samples/s +Step 31500/44000 | Loss: 2.8545 | LR: 9.62e-05 | 2157.2ms/step | 9.3 samples/s +Step 31510/44000 | Loss: 2.9154 | LR: 9.60e-05 | 2148.0ms/step | 9.3 samples/s +Step 31520/44000 | Loss: 2.8761 | LR: 9.59e-05 | 2095.9ms/step | 9.5 samples/s +Step 31530/44000 | Loss: 2.9005 | LR: 9.57e-05 | 2120.4ms/step | 9.4 samples/s +Step 31540/44000 | Loss: 2.8822 | LR: 9.56e-05 | 2123.9ms/step | 9.4 samples/s +Step 31550/44000 | Loss: 2.8519 | LR: 9.54e-05 | 2204.1ms/step | 9.1 samples/s +Step 31560/44000 | Loss: 2.8607 | LR: 9.53e-05 | 2170.9ms/step | 9.2 samples/s +Step 31570/44000 | Loss: 2.9371 | LR: 9.52e-05 | 2163.6ms/step | 9.2 samples/s +Step 31580/44000 | Loss: 2.8950 | LR: 9.50e-05 | 2158.2ms/step | 9.3 samples/s +Step 31590/44000 | Loss: 2.9068 | LR: 9.49e-05 | 2180.5ms/step | 9.2 samples/s +Step 31600/44000 | Loss: 2.8790 | LR: 9.47e-05 | 2147.7ms/step | 9.3 samples/s +Step 31610/44000 | Loss: 2.9172 | LR: 9.46e-05 | 2155.2ms/step | 9.3 samples/s +Step 31620/44000 | Loss: 2.8717 | LR: 9.45e-05 | 2148.5ms/step | 9.3 samples/s +Step 31630/44000 | Loss: 2.8640 | LR: 9.43e-05 | 2116.8ms/step | 9.4 samples/s +Step 31640/44000 | Loss: 2.9253 | LR: 9.42e-05 | 2183.4ms/step | 9.2 samples/s +Step 31650/44000 | Loss: 2.8260 | LR: 9.40e-05 | 2193.1ms/step | 9.1 samples/s +Step 31660/44000 | Loss: 2.9180 | LR: 9.39e-05 | 2151.5ms/step | 9.3 samples/s +Step 31670/44000 | Loss: 2.9544 | LR: 9.37e-05 | 2153.7ms/step | 9.3 samples/s +Step 31680/44000 | Loss: 2.9225 | LR: 9.36e-05 | 2137.9ms/step | 9.4 samples/s +Step 31690/44000 | Loss: 2.9132 | LR: 9.35e-05 | 2175.0ms/step | 9.2 samples/s +Step 31700/44000 | Loss: 2.8746 | LR: 9.33e-05 | 2132.1ms/step | 9.4 samples/s +Step 31710/44000 | Loss: 2.8669 | LR: 9.32e-05 | 2124.0ms/step | 9.4 samples/s +Step 31720/44000 | Loss: 2.9019 | LR: 9.30e-05 | 2146.4ms/step | 9.3 samples/s +Step 31730/44000 | Loss: 2.9098 | LR: 9.29e-05 | 2140.9ms/step | 9.3 samples/s +Step 31740/44000 | Loss: 2.8948 | LR: 9.28e-05 | 2143.6ms/step | 9.3 samples/s +Step 31750/44000 | Loss: 2.9242 | LR: 9.26e-05 | 2118.7ms/step | 9.4 samples/s +Step 31760/44000 | Loss: 2.9054 | LR: 9.25e-05 | 2136.2ms/step | 9.4 samples/s +Step 31770/44000 | Loss: 2.8834 | LR: 9.23e-05 | 2119.9ms/step | 9.4 samples/s +Step 31780/44000 | Loss: 2.8539 | LR: 9.22e-05 | 2164.7ms/step | 9.2 samples/s +Step 31790/44000 | Loss: 2.8748 | LR: 9.20e-05 | 2154.2ms/step | 9.3 samples/s +Step 31800/44000 | Loss: 2.9135 | LR: 9.19e-05 | 2127.8ms/step | 9.4 samples/s +Step 31810/44000 | Loss: 2.8627 | LR: 9.18e-05 | 2132.6ms/step | 9.4 samples/s +Step 31820/44000 | Loss: 2.9137 | LR: 9.16e-05 | 2131.3ms/step | 9.4 samples/s +Step 31830/44000 | Loss: 2.8925 | LR: 9.15e-05 | 2150.1ms/step | 9.3 samples/s +Step 31840/44000 | Loss: 2.8880 | LR: 9.13e-05 | 2168.6ms/step | 9.2 samples/s +Step 31850/44000 | Loss: 2.8962 | LR: 9.12e-05 | 2154.6ms/step | 9.3 samples/s +Step 31860/44000 | Loss: 2.8507 | LR: 9.11e-05 | 2152.2ms/step | 9.3 samples/s +Step 31870/44000 | Loss: 2.8756 | LR: 9.09e-05 | 2156.4ms/step | 9.3 samples/s +Step 31880/44000 | Loss: 2.9127 | LR: 9.08e-05 | 2148.5ms/step | 9.3 samples/s +Step 31890/44000 | Loss: 2.8728 | LR: 9.06e-05 | 2100.0ms/step | 9.5 samples/s +Step 31900/44000 | Loss: 2.8522 | LR: 9.05e-05 | 2054.2ms/step | 9.7 samples/s +Step 31910/44000 | Loss: 2.8644 | LR: 9.04e-05 | 2172.0ms/step | 9.2 samples/s +Step 31920/44000 | Loss: 2.8962 | LR: 9.02e-05 | 2229.6ms/step | 9.0 samples/s +Step 31930/44000 | Loss: 2.9210 | LR: 9.01e-05 | 2307.0ms/step | 8.7 samples/s +Step 31940/44000 | Loss: 2.9169 | LR: 8.99e-05 | 2330.5ms/step | 8.6 samples/s +Step 31950/44000 | Loss: 2.9283 | LR: 8.98e-05 | 2317.7ms/step | 8.6 samples/s +Step 31960/44000 | Loss: 2.9114 | LR: 8.97e-05 | 2353.0ms/step | 8.5 samples/s +Step 31970/44000 | Loss: 2.8890 | LR: 8.95e-05 | 2287.1ms/step | 8.7 samples/s +Step 31980/44000 | Loss: 2.8821 | LR: 8.94e-05 | 2314.5ms/step | 8.6 samples/s +Step 31990/44000 | Loss: 2.9044 | LR: 8.92e-05 | 2333.2ms/step | 8.6 samples/s +Step 32000/44000 | Loss: 2.8904 | LR: 8.91e-05 | 2324.8ms/step | 8.6 samples/s +Validation at step 32000: Loss = 2.8800, Perplexity = 17.81 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-32000 +Step 32010/44000 | Loss: 2.8962 | LR: 8.90e-05 | 4807.2ms/step | 4.2 samples/s +Step 32020/44000 | Loss: 2.8919 | LR: 8.88e-05 | 2338.3ms/step | 8.6 samples/s +Step 32030/44000 | Loss: 2.9023 | LR: 8.87e-05 | 2316.8ms/step | 8.6 samples/s +Step 32040/44000 | Loss: 2.9088 | LR: 8.86e-05 | 2316.5ms/step | 8.6 samples/s +Step 32050/44000 | Loss: 2.9023 | LR: 8.84e-05 | 2319.9ms/step | 8.6 samples/s +Step 32060/44000 | Loss: 2.8821 | LR: 8.83e-05 | 2310.1ms/step | 8.7 samples/s +Step 32070/44000 | Loss: 2.9045 | LR: 8.81e-05 | 2341.5ms/step | 8.5 samples/s +Step 32080/44000 | Loss: 2.8849 | LR: 8.80e-05 | 2327.8ms/step | 8.6 samples/s +Step 32090/44000 | Loss: 2.8734 | LR: 8.79e-05 | 2300.3ms/step | 8.7 samples/s +Step 32100/44000 | Loss: 2.8640 | LR: 8.77e-05 | 2316.3ms/step | 8.6 samples/s +Step 32110/44000 | Loss: 2.8724 | LR: 8.76e-05 | 2321.2ms/step | 8.6 samples/s +Step 32120/44000 | Loss: 2.9289 | LR: 8.74e-05 | 2316.5ms/step | 8.6 samples/s +Step 32130/44000 | Loss: 2.8999 | LR: 8.73e-05 | 2316.5ms/step | 8.6 samples/s +Step 32140/44000 | Loss: 2.9134 | LR: 8.72e-05 | 2315.8ms/step | 8.6 samples/s +Step 32150/44000 | Loss: 2.9049 | LR: 8.70e-05 | 2346.9ms/step | 8.5 samples/s +Step 32160/44000 | Loss: 2.9209 | LR: 8.69e-05 | 2310.7ms/step | 8.7 samples/s +Step 32170/44000 | Loss: 2.8999 | LR: 8.68e-05 | 2310.3ms/step | 8.7 samples/s +Step 32180/44000 | Loss: 2.8417 | LR: 8.66e-05 | 2316.6ms/step | 8.6 samples/s +Step 32190/44000 | Loss: 2.9553 | LR: 8.65e-05 | 2328.1ms/step | 8.6 samples/s +Step 32200/44000 | Loss: 2.9276 | LR: 8.63e-05 | 2318.7ms/step | 8.6 samples/s +Step 32210/44000 | Loss: 2.8991 | LR: 8.62e-05 | 2323.7ms/step | 8.6 samples/s +Step 32220/44000 | Loss: 2.8768 | LR: 8.61e-05 | 2322.3ms/step | 8.6 samples/s +Step 32230/44000 | Loss: 2.8728 | LR: 8.59e-05 | 2354.5ms/step | 8.5 samples/s +Step 32240/44000 | Loss: 2.9325 | LR: 8.58e-05 | 2305.9ms/step | 8.7 samples/s +Step 32250/44000 | Loss: 2.8704 | LR: 8.57e-05 | 2285.5ms/step | 8.8 samples/s +Step 32260/44000 | Loss: 2.9359 | LR: 8.55e-05 | 2309.9ms/step | 8.7 samples/s +Step 32270/44000 | Loss: 2.8948 | LR: 8.54e-05 | 2344.9ms/step | 8.5 samples/s +Step 32280/44000 | Loss: 2.8567 | LR: 8.53e-05 | 2323.3ms/step | 8.6 samples/s +Step 32290/44000 | Loss: 2.8496 | LR: 8.51e-05 | 2300.1ms/step | 8.7 samples/s +Step 32300/44000 | Loss: 2.8540 | LR: 8.50e-05 | 2294.8ms/step | 8.7 samples/s +Step 32310/44000 | Loss: 2.8559 | LR: 8.48e-05 | 2311.5ms/step | 8.7 samples/s +Step 32320/44000 | Loss: 2.8846 | LR: 8.47e-05 | 2342.8ms/step | 8.5 samples/s +Step 32330/44000 | Loss: 2.8899 | LR: 8.46e-05 | 2343.4ms/step | 8.5 samples/s +Step 32340/44000 | Loss: 2.9091 | LR: 8.44e-05 | 2296.0ms/step | 8.7 samples/s +Step 32350/44000 | Loss: 2.8605 | LR: 8.43e-05 | 2322.2ms/step | 8.6 samples/s +Step 32360/44000 | Loss: 2.9017 | LR: 8.42e-05 | 2308.8ms/step | 8.7 samples/s +Step 32370/44000 | Loss: 2.9091 | LR: 8.40e-05 | 2303.9ms/step | 8.7 samples/s +Step 32380/44000 | Loss: 2.8950 | LR: 8.39e-05 | 2311.5ms/step | 8.7 samples/s +Step 32390/44000 | Loss: 2.9131 | LR: 8.38e-05 | 2328.6ms/step | 8.6 samples/s +Step 32400/44000 | Loss: 2.8685 | LR: 8.36e-05 | 2310.5ms/step | 8.7 samples/s +Step 32410/44000 | Loss: 2.8787 | LR: 8.35e-05 | 2321.5ms/step | 8.6 samples/s +Step 32420/44000 | Loss: 2.9277 | LR: 8.33e-05 | 2311.2ms/step | 8.7 samples/s +Step 32430/44000 | Loss: 2.8557 | LR: 8.32e-05 | 2296.3ms/step | 8.7 samples/s +Step 32440/44000 | Loss: 2.9035 | LR: 8.31e-05 | 2290.3ms/step | 8.7 samples/s +Step 32450/44000 | Loss: 2.8867 | LR: 8.29e-05 | 2337.3ms/step | 8.6 samples/s +Step 32460/44000 | Loss: 2.9055 | LR: 8.28e-05 | 2313.5ms/step | 8.6 samples/s +Step 32470/44000 | Loss: 2.8863 | LR: 8.27e-05 | 2320.1ms/step | 8.6 samples/s +Step 32480/44000 | Loss: 2.9041 | LR: 8.25e-05 | 2311.8ms/step | 8.7 samples/s +Step 32490/44000 | Loss: 2.8744 | LR: 8.24e-05 | 2312.0ms/step | 8.7 samples/s +Step 32500/44000 | Loss: 2.8965 | LR: 8.23e-05 | 2311.6ms/step | 8.7 samples/s +Step 32510/44000 | Loss: 2.8731 | LR: 8.21e-05 | 2306.9ms/step | 8.7 samples/s +Step 32520/44000 | Loss: 2.8573 | LR: 8.20e-05 | 2320.0ms/step | 8.6 samples/s +Step 32530/44000 | Loss: 2.8551 | LR: 8.19e-05 | 2313.8ms/step | 8.6 samples/s +Step 32540/44000 | Loss: 2.8878 | LR: 8.17e-05 | 2337.2ms/step | 8.6 samples/s +Step 32550/44000 | Loss: 2.8516 | LR: 8.16e-05 | 2299.9ms/step | 8.7 samples/s +Step 32560/44000 | Loss: 2.8328 | LR: 8.15e-05 | 2295.6ms/step | 8.7 samples/s +Step 32570/44000 | Loss: 2.8683 | LR: 8.13e-05 | 2317.8ms/step | 8.6 samples/s +Step 32580/44000 | Loss: 2.8863 | LR: 8.12e-05 | 2326.7ms/step | 8.6 samples/s +Step 32590/44000 | Loss: 2.8469 | LR: 8.11e-05 | 2382.4ms/step | 8.4 samples/s +Step 32600/44000 | Loss: 2.9107 | LR: 8.09e-05 | 2307.3ms/step | 8.7 samples/s +Step 32610/44000 | Loss: 2.9464 | LR: 8.08e-05 | 2309.0ms/step | 8.7 samples/s +Step 32620/44000 | Loss: 2.9017 | LR: 8.07e-05 | 2353.8ms/step | 8.5 samples/s +Step 32630/44000 | Loss: 2.9126 | LR: 8.05e-05 | 2350.8ms/step | 8.5 samples/s +Step 32640/44000 | Loss: 2.8962 | LR: 8.04e-05 | 2343.4ms/step | 8.5 samples/s +Step 32650/44000 | Loss: 2.9192 | LR: 8.03e-05 | 2322.3ms/step | 8.6 samples/s +Step 32660/44000 | Loss: 2.8852 | LR: 8.01e-05 | 2337.5ms/step | 8.6 samples/s +Step 32670/44000 | Loss: 2.8558 | LR: 8.00e-05 | 2353.0ms/step | 8.5 samples/s +Step 32680/44000 | Loss: 2.8804 | LR: 7.99e-05 | 2356.7ms/step | 8.5 samples/s +Step 32690/44000 | Loss: 2.9562 | LR: 7.97e-05 | 2315.1ms/step | 8.6 samples/s +Step 32700/44000 | Loss: 2.9024 | LR: 7.96e-05 | 2349.5ms/step | 8.5 samples/s +Step 32710/44000 | Loss: 2.8453 | LR: 7.95e-05 | 2353.0ms/step | 8.5 samples/s +Step 32720/44000 | Loss: 2.9292 | LR: 7.93e-05 | 2342.1ms/step | 8.5 samples/s +Step 32730/44000 | Loss: 2.8874 | LR: 7.92e-05 | 2326.6ms/step | 8.6 samples/s +Step 32740/44000 | Loss: 2.8701 | LR: 7.91e-05 | 2344.0ms/step | 8.5 samples/s +Step 32750/44000 | Loss: 2.8851 | LR: 7.89e-05 | 2372.5ms/step | 8.4 samples/s +Step 32760/44000 | Loss: 2.9102 | LR: 7.88e-05 | 2295.0ms/step | 8.7 samples/s +Step 32770/44000 | Loss: 2.8363 | LR: 7.87e-05 | 2303.8ms/step | 8.7 samples/s +Step 32780/44000 | Loss: 2.8910 | LR: 7.85e-05 | 2340.6ms/step | 8.5 samples/s +Step 32790/44000 | Loss: 2.8771 | LR: 7.84e-05 | 2317.0ms/step | 8.6 samples/s +Step 32800/44000 | Loss: 2.8735 | LR: 7.83e-05 | 2326.8ms/step | 8.6 samples/s +Step 32810/44000 | Loss: 2.9166 | LR: 7.81e-05 | 2379.8ms/step | 8.4 samples/s +Step 32820/44000 | Loss: 2.8796 | LR: 7.80e-05 | 2321.7ms/step | 8.6 samples/s +Step 32830/44000 | Loss: 2.9090 | LR: 7.79e-05 | 2314.8ms/step | 8.6 samples/s +Step 32840/44000 | Loss: 2.8557 | LR: 7.77e-05 | 2317.9ms/step | 8.6 samples/s +Step 32850/44000 | Loss: 2.8961 | LR: 7.76e-05 | 2286.1ms/step | 8.7 samples/s +Step 32860/44000 | Loss: 2.9128 | LR: 7.75e-05 | 2346.5ms/step | 8.5 samples/s +Step 32870/44000 | Loss: 2.9046 | LR: 7.73e-05 | 2337.3ms/step | 8.6 samples/s +Step 32880/44000 | Loss: 2.8753 | LR: 7.72e-05 | 2313.2ms/step | 8.6 samples/s +Step 32890/44000 | Loss: 2.8892 | LR: 7.71e-05 | 2340.0ms/step | 8.5 samples/s +Step 32900/44000 | Loss: 2.8838 | LR: 7.70e-05 | 2278.0ms/step | 8.8 samples/s +Step 32910/44000 | Loss: 2.8844 | LR: 7.68e-05 | 2254.3ms/step | 8.9 samples/s +Step 32920/44000 | Loss: 2.8845 | LR: 7.67e-05 | 2169.0ms/step | 9.2 samples/s +Step 32930/44000 | Loss: 2.8550 | LR: 7.66e-05 | 2312.4ms/step | 8.6 samples/s +Step 32940/44000 | Loss: 2.8869 | LR: 7.64e-05 | 2389.9ms/step | 8.4 samples/s +Step 32950/44000 | Loss: 2.8969 | LR: 7.63e-05 | 2337.0ms/step | 8.6 samples/s +Step 32960/44000 | Loss: 2.8572 | LR: 7.62e-05 | 2336.7ms/step | 8.6 samples/s +Step 32970/44000 | Loss: 2.8865 | LR: 7.60e-05 | 2305.7ms/step | 8.7 samples/s +Step 32980/44000 | Loss: 2.8637 | LR: 7.59e-05 | 2323.5ms/step | 8.6 samples/s +Step 32990/44000 | Loss: 2.8922 | LR: 7.58e-05 | 2329.7ms/step | 8.6 samples/s +Step 33000/44000 | Loss: 2.8886 | LR: 7.56e-05 | 2289.9ms/step | 8.7 samples/s +Validation at step 33000: Loss = 2.8779, Perplexity = 17.78 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-33000 +Step 33010/44000 | Loss: 2.8307 | LR: 7.55e-05 | 4801.1ms/step | 4.2 samples/s +Step 33020/44000 | Loss: 2.8970 | LR: 7.54e-05 | 2332.3ms/step | 8.6 samples/s +Step 33030/44000 | Loss: 2.8711 | LR: 7.53e-05 | 2305.6ms/step | 8.7 samples/s +Step 33040/44000 | Loss: 2.8833 | LR: 7.51e-05 | 2322.2ms/step | 8.6 samples/s +Step 33050/44000 | Loss: 2.9030 | LR: 7.50e-05 | 2321.9ms/step | 8.6 samples/s +Step 33060/44000 | Loss: 2.8819 | LR: 7.49e-05 | 2326.7ms/step | 8.6 samples/s +Step 33070/44000 | Loss: 2.8981 | LR: 7.47e-05 | 2320.9ms/step | 8.6 samples/s +Step 33080/44000 | Loss: 2.9452 | LR: 7.46e-05 | 2300.8ms/step | 8.7 samples/s +Step 33090/44000 | Loss: 2.9063 | LR: 7.45e-05 | 2316.9ms/step | 8.6 samples/s +Step 33100/44000 | Loss: 2.8755 | LR: 7.44e-05 | 2328.2ms/step | 8.6 samples/s +Step 33110/44000 | Loss: 2.8710 | LR: 7.42e-05 | 2290.6ms/step | 8.7 samples/s +Step 33120/44000 | Loss: 2.8863 | LR: 7.41e-05 | 2321.4ms/step | 8.6 samples/s +Step 33130/44000 | Loss: 2.9123 | LR: 7.40e-05 | 2321.0ms/step | 8.6 samples/s +Step 33140/44000 | Loss: 2.8786 | LR: 7.38e-05 | 2305.7ms/step | 8.7 samples/s +Step 33150/44000 | Loss: 2.8591 | LR: 7.37e-05 | 2306.7ms/step | 8.7 samples/s +Step 33160/44000 | Loss: 2.8469 | LR: 7.36e-05 | 2358.4ms/step | 8.5 samples/s +Step 33170/44000 | Loss: 2.8984 | LR: 7.34e-05 | 2314.1ms/step | 8.6 samples/s +Step 33180/44000 | Loss: 2.8955 | LR: 7.33e-05 | 2326.8ms/step | 8.6 samples/s +Step 33190/44000 | Loss: 2.9191 | LR: 7.32e-05 | 2347.5ms/step | 8.5 samples/s +Step 33200/44000 | Loss: 2.9136 | LR: 7.31e-05 | 2298.4ms/step | 8.7 samples/s +Step 33210/44000 | Loss: 2.8797 | LR: 7.29e-05 | 2340.5ms/step | 8.5 samples/s +Step 33220/44000 | Loss: 2.8650 | LR: 7.28e-05 | 2344.7ms/step | 8.5 samples/s +Step 33230/44000 | Loss: 2.8973 | LR: 7.27e-05 | 2299.2ms/step | 8.7 samples/s +Step 33240/44000 | Loss: 2.9033 | LR: 7.26e-05 | 2314.2ms/step | 8.6 samples/s +Step 33250/44000 | Loss: 2.8825 | LR: 7.24e-05 | 2337.5ms/step | 8.6 samples/s +Step 33260/44000 | Loss: 2.8293 | LR: 7.23e-05 | 2328.6ms/step | 8.6 samples/s +Step 33270/44000 | Loss: 2.8625 | LR: 7.22e-05 | 2348.4ms/step | 8.5 samples/s +Step 33280/44000 | Loss: 2.9079 | LR: 7.20e-05 | 2327.4ms/step | 8.6 samples/s +Step 33290/44000 | Loss: 2.8961 | LR: 7.19e-05 | 2319.8ms/step | 8.6 samples/s +Step 33300/44000 | Loss: 2.8642 | LR: 7.18e-05 | 2283.0ms/step | 8.8 samples/s +Step 33310/44000 | Loss: 2.8985 | LR: 7.17e-05 | 2317.2ms/step | 8.6 samples/s +Step 33320/44000 | Loss: 2.8888 | LR: 7.15e-05 | 2347.4ms/step | 8.5 samples/s +Step 33330/44000 | Loss: 2.8992 | LR: 7.14e-05 | 2345.5ms/step | 8.5 samples/s +Step 33340/44000 | Loss: 2.9419 | LR: 7.13e-05 | 2324.6ms/step | 8.6 samples/s +Step 33350/44000 | Loss: 2.8566 | LR: 7.11e-05 | 2346.6ms/step | 8.5 samples/s +Step 33360/44000 | Loss: 2.8965 | LR: 7.10e-05 | 2360.0ms/step | 8.5 samples/s +Step 33370/44000 | Loss: 2.8789 | LR: 7.09e-05 | 2342.5ms/step | 8.5 samples/s +Step 33380/44000 | Loss: 2.8998 | LR: 7.08e-05 | 2342.9ms/step | 8.5 samples/s +Step 33390/44000 | Loss: 2.9161 | LR: 7.06e-05 | 2361.1ms/step | 8.5 samples/s +Step 33400/44000 | Loss: 2.8784 | LR: 7.05e-05 | 2328.8ms/step | 8.6 samples/s +Step 33410/44000 | Loss: 2.8902 | LR: 7.04e-05 | 2353.5ms/step | 8.5 samples/s +Step 33420/44000 | Loss: 2.8718 | LR: 7.03e-05 | 2323.9ms/step | 8.6 samples/s +Step 33430/44000 | Loss: 2.8959 | LR: 7.01e-05 | 2278.2ms/step | 8.8 samples/s +Step 33440/44000 | Loss: 2.8560 | LR: 7.00e-05 | 2300.6ms/step | 8.7 samples/s +Step 33450/44000 | Loss: 2.8794 | LR: 6.99e-05 | 2342.9ms/step | 8.5 samples/s +Step 33460/44000 | Loss: 2.8843 | LR: 6.98e-05 | 2344.0ms/step | 8.5 samples/s +Step 33470/44000 | Loss: 2.8786 | LR: 6.96e-05 | 2337.3ms/step | 8.6 samples/s +Step 33480/44000 | Loss: 2.9106 | LR: 6.95e-05 | 2337.5ms/step | 8.6 samples/s +Step 33490/44000 | Loss: 2.9210 | LR: 6.94e-05 | 2344.9ms/step | 8.5 samples/s +Step 33500/44000 | Loss: 2.9217 | LR: 6.93e-05 | 2332.9ms/step | 8.6 samples/s +Step 33510/44000 | Loss: 2.8960 | LR: 6.91e-05 | 2289.7ms/step | 8.7 samples/s +Step 33520/44000 | Loss: 2.8659 | LR: 6.90e-05 | 2324.5ms/step | 8.6 samples/s +Step 33530/44000 | Loss: 2.8636 | LR: 6.89e-05 | 2328.5ms/step | 8.6 samples/s +Step 33540/44000 | Loss: 2.8660 | LR: 6.88e-05 | 2312.8ms/step | 8.6 samples/s +Step 33550/44000 | Loss: 2.8706 | LR: 6.86e-05 | 2358.8ms/step | 8.5 samples/s +Step 33560/44000 | Loss: 2.8486 | LR: 6.85e-05 | 2318.1ms/step | 8.6 samples/s +Step 33570/44000 | Loss: 2.8839 | LR: 6.84e-05 | 2349.4ms/step | 8.5 samples/s +Step 33580/44000 | Loss: 2.9108 | LR: 6.83e-05 | 2337.6ms/step | 8.6 samples/s +Step 33590/44000 | Loss: 2.9199 | LR: 6.81e-05 | 2290.0ms/step | 8.7 samples/s +Step 33600/44000 | Loss: 2.8962 | LR: 6.80e-05 | 2295.5ms/step | 8.7 samples/s +Step 33610/44000 | Loss: 2.8770 | LR: 6.79e-05 | 2353.5ms/step | 8.5 samples/s +Step 33620/44000 | Loss: 2.9215 | LR: 6.78e-05 | 2316.1ms/step | 8.6 samples/s +Step 33630/44000 | Loss: 2.9039 | LR: 6.76e-05 | 2320.7ms/step | 8.6 samples/s +Step 33640/44000 | Loss: 2.9041 | LR: 6.75e-05 | 2334.9ms/step | 8.6 samples/s +Step 33650/44000 | Loss: 2.8842 | LR: 6.74e-05 | 2315.0ms/step | 8.6 samples/s +Step 33660/44000 | Loss: 2.8854 | LR: 6.73e-05 | 2284.5ms/step | 8.8 samples/s +Step 33670/44000 | Loss: 2.8898 | LR: 6.71e-05 | 2320.9ms/step | 8.6 samples/s +Step 33680/44000 | Loss: 2.8913 | LR: 6.70e-05 | 2357.8ms/step | 8.5 samples/s +Step 33690/44000 | Loss: 2.8977 | LR: 6.69e-05 | 2314.8ms/step | 8.6 samples/s +Step 33700/44000 | Loss: 2.8709 | LR: 6.68e-05 | 2311.7ms/step | 8.7 samples/s +Step 33710/44000 | Loss: 2.8880 | LR: 6.66e-05 | 2321.3ms/step | 8.6 samples/s +Step 33720/44000 | Loss: 2.8954 | LR: 6.65e-05 | 2310.4ms/step | 8.7 samples/s +Step 33730/44000 | Loss: 2.8513 | LR: 6.64e-05 | 2337.3ms/step | 8.6 samples/s +Step 33740/44000 | Loss: 2.8995 | LR: 6.63e-05 | 2319.2ms/step | 8.6 samples/s +Step 33750/44000 | Loss: 2.8543 | LR: 6.61e-05 | 2343.9ms/step | 8.5 samples/s +Step 33760/44000 | Loss: 2.9153 | LR: 6.60e-05 | 2311.6ms/step | 8.7 samples/s +Step 33770/44000 | Loss: 2.8310 | LR: 6.59e-05 | 2284.3ms/step | 8.8 samples/s +Step 33780/44000 | Loss: 2.8905 | LR: 6.58e-05 | 2358.4ms/step | 8.5 samples/s +Step 33790/44000 | Loss: 2.8785 | LR: 6.57e-05 | 2368.2ms/step | 8.4 samples/s +Step 33800/44000 | Loss: 2.8759 | LR: 6.55e-05 | 2313.9ms/step | 8.6 samples/s +Step 33810/44000 | Loss: 2.8279 | LR: 6.54e-05 | 2316.4ms/step | 8.6 samples/s +Step 33820/44000 | Loss: 2.9115 | LR: 6.53e-05 | 2316.7ms/step | 8.6 samples/s +Step 33830/44000 | Loss: 2.8871 | LR: 6.52e-05 | 2311.3ms/step | 8.7 samples/s +Step 33840/44000 | Loss: 2.8986 | LR: 6.50e-05 | 2296.1ms/step | 8.7 samples/s +Step 33850/44000 | Loss: 2.8736 | LR: 6.49e-05 | 2285.2ms/step | 8.8 samples/s +Step 33860/44000 | Loss: 2.8814 | LR: 6.48e-05 | 2325.0ms/step | 8.6 samples/s +Step 33870/44000 | Loss: 2.8469 | LR: 6.47e-05 | 2333.3ms/step | 8.6 samples/s +Step 33880/44000 | Loss: 2.8454 | LR: 6.46e-05 | 2325.0ms/step | 8.6 samples/s +Step 33890/44000 | Loss: 2.8469 | LR: 6.44e-05 | 2321.9ms/step | 8.6 samples/s +Step 33900/44000 | Loss: 2.8732 | LR: 6.43e-05 | 2265.0ms/step | 8.8 samples/s +Step 33910/44000 | Loss: 2.8758 | LR: 6.42e-05 | 2320.1ms/step | 8.6 samples/s +Step 33920/44000 | Loss: 2.8450 | LR: 6.41e-05 | 2343.5ms/step | 8.5 samples/s +Step 33930/44000 | Loss: 2.8785 | LR: 6.40e-05 | 2217.2ms/step | 9.0 samples/s +Step 33940/44000 | Loss: 2.8926 | LR: 6.38e-05 | 2204.0ms/step | 9.1 samples/s +Step 33950/44000 | Loss: 2.8897 | LR: 6.37e-05 | 2311.0ms/step | 8.7 samples/s +Step 33960/44000 | Loss: 2.8779 | LR: 6.36e-05 | 2304.4ms/step | 8.7 samples/s +Step 33970/44000 | Loss: 2.9082 | LR: 6.35e-05 | 2300.8ms/step | 8.7 samples/s +Step 33980/44000 | Loss: 2.8273 | LR: 6.33e-05 | 2323.5ms/step | 8.6 samples/s +Step 33990/44000 | Loss: 2.8956 | LR: 6.32e-05 | 2337.2ms/step | 8.6 samples/s +Step 34000/44000 | Loss: 2.9119 | LR: 6.31e-05 | 2310.5ms/step | 8.7 samples/s +Validation at step 34000: Loss = 2.8763, Perplexity = 17.75 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-34000 +Step 34010/44000 | Loss: 2.8765 | LR: 6.30e-05 | 4749.2ms/step | 4.2 samples/s +Step 34020/44000 | Loss: 2.8843 | LR: 6.29e-05 | 2327.7ms/step | 8.6 samples/s +Step 34030/44000 | Loss: 2.9067 | LR: 6.27e-05 | 2334.3ms/step | 8.6 samples/s +Step 34040/44000 | Loss: 2.8546 | LR: 6.26e-05 | 2329.2ms/step | 8.6 samples/s +Step 34050/44000 | Loss: 2.9003 | LR: 6.25e-05 | 2338.2ms/step | 8.6 samples/s +Step 34060/44000 | Loss: 2.8795 | LR: 6.24e-05 | 2311.1ms/step | 8.7 samples/s +Step 34070/44000 | Loss: 2.8735 | LR: 6.23e-05 | 2329.2ms/step | 8.6 samples/s +Step 34080/44000 | Loss: 2.8386 | LR: 6.21e-05 | 2324.4ms/step | 8.6 samples/s +Step 34090/44000 | Loss: 2.8585 | LR: 6.20e-05 | 2300.8ms/step | 8.7 samples/s +Step 34100/44000 | Loss: 2.9238 | LR: 6.19e-05 | 2280.2ms/step | 8.8 samples/s +Step 34110/44000 | Loss: 2.8781 | LR: 6.18e-05 | 2331.4ms/step | 8.6 samples/s +Step 34120/44000 | Loss: 2.8443 | LR: 6.17e-05 | 2317.3ms/step | 8.6 samples/s +Step 34130/44000 | Loss: 2.8983 | LR: 6.15e-05 | 2341.5ms/step | 8.5 samples/s +Step 34140/44000 | Loss: 2.9125 | LR: 6.14e-05 | 2337.5ms/step | 8.6 samples/s +Step 34150/44000 | Loss: 2.9017 | LR: 6.13e-05 | 2326.8ms/step | 8.6 samples/s +Step 34160/44000 | Loss: 2.8985 | LR: 6.12e-05 | 2300.6ms/step | 8.7 samples/s +Step 34170/44000 | Loss: 2.8990 | LR: 6.11e-05 | 2300.8ms/step | 8.7 samples/s +Step 34180/44000 | Loss: 2.8822 | LR: 6.09e-05 | 2305.9ms/step | 8.7 samples/s +Step 34190/44000 | Loss: 2.8810 | LR: 6.08e-05 | 2316.4ms/step | 8.6 samples/s +Step 34200/44000 | Loss: 2.8912 | LR: 6.07e-05 | 2320.8ms/step | 8.6 samples/s +Step 34210/44000 | Loss: 2.8890 | LR: 6.06e-05 | 2311.8ms/step | 8.7 samples/s +Step 34220/44000 | Loss: 2.8708 | LR: 6.05e-05 | 2358.3ms/step | 8.5 samples/s +Step 34230/44000 | Loss: 2.8622 | LR: 6.04e-05 | 2321.7ms/step | 8.6 samples/s +Step 34240/44000 | Loss: 2.8488 | LR: 6.02e-05 | 2329.3ms/step | 8.6 samples/s +Step 34250/44000 | Loss: 2.8744 | LR: 6.01e-05 | 2328.5ms/step | 8.6 samples/s +Step 34260/44000 | Loss: 2.8813 | LR: 6.00e-05 | 2356.6ms/step | 8.5 samples/s +Step 34270/44000 | Loss: 2.8906 | LR: 5.99e-05 | 2344.1ms/step | 8.5 samples/s +Step 34280/44000 | Loss: 2.9140 | LR: 5.98e-05 | 2305.2ms/step | 8.7 samples/s +Step 34290/44000 | Loss: 2.8627 | LR: 5.96e-05 | 2323.6ms/step | 8.6 samples/s +Step 34300/44000 | Loss: 2.8861 | LR: 5.95e-05 | 2316.8ms/step | 8.6 samples/s +Step 34310/44000 | Loss: 2.9294 | LR: 5.94e-05 | 2314.3ms/step | 8.6 samples/s +Step 34320/44000 | Loss: 2.8687 | LR: 5.93e-05 | 2337.1ms/step | 8.6 samples/s +Step 34330/44000 | Loss: 2.8542 | LR: 5.92e-05 | 2324.4ms/step | 8.6 samples/s +Step 34340/44000 | Loss: 2.8845 | LR: 5.91e-05 | 2305.5ms/step | 8.7 samples/s +Step 34350/44000 | Loss: 2.8705 | LR: 5.89e-05 | 2345.5ms/step | 8.5 samples/s +Step 34360/44000 | Loss: 2.8884 | LR: 5.88e-05 | 2332.2ms/step | 8.6 samples/s +Step 34370/44000 | Loss: 2.9056 | LR: 5.87e-05 | 2317.0ms/step | 8.6 samples/s +Step 34380/44000 | Loss: 2.8996 | LR: 5.86e-05 | 2317.2ms/step | 8.6 samples/s +Step 34390/44000 | Loss: 2.8604 | LR: 5.85e-05 | 2299.4ms/step | 8.7 samples/s +Step 34400/44000 | Loss: 2.8861 | LR: 5.84e-05 | 2329.4ms/step | 8.6 samples/s +Step 34410/44000 | Loss: 2.9189 | LR: 5.82e-05 | 2319.5ms/step | 8.6 samples/s +Step 34420/44000 | Loss: 2.8919 | LR: 5.81e-05 | 2297.9ms/step | 8.7 samples/s +Step 34430/44000 | Loss: 2.9069 | LR: 5.80e-05 | 2333.0ms/step | 8.6 samples/s +Step 34440/44000 | Loss: 2.8728 | LR: 5.79e-05 | 2324.4ms/step | 8.6 samples/s +Step 34450/44000 | Loss: 2.9282 | LR: 5.78e-05 | 2315.5ms/step | 8.6 samples/s +Step 34460/44000 | Loss: 2.8291 | LR: 5.77e-05 | 2331.7ms/step | 8.6 samples/s +Step 34470/44000 | Loss: 2.8786 | LR: 5.75e-05 | 2327.0ms/step | 8.6 samples/s +Step 34480/44000 | Loss: 2.8792 | LR: 5.74e-05 | 2332.8ms/step | 8.6 samples/s +Step 34490/44000 | Loss: 2.9014 | LR: 5.73e-05 | 2308.8ms/step | 8.7 samples/s +Step 34500/44000 | Loss: 2.8899 | LR: 5.72e-05 | 2346.9ms/step | 8.5 samples/s +Step 34510/44000 | Loss: 2.9244 | LR: 5.71e-05 | 2315.9ms/step | 8.6 samples/s +Step 34520/44000 | Loss: 2.8711 | LR: 5.70e-05 | 2312.4ms/step | 8.6 samples/s +Step 34530/44000 | Loss: 2.9000 | LR: 5.69e-05 | 2315.6ms/step | 8.6 samples/s +Step 34540/44000 | Loss: 2.8815 | LR: 5.67e-05 | 2264.6ms/step | 8.8 samples/s +Step 34550/44000 | Loss: 2.8695 | LR: 5.66e-05 | 2300.5ms/step | 8.7 samples/s +Step 34560/44000 | Loss: 2.8547 | LR: 5.65e-05 | 2305.4ms/step | 8.7 samples/s +Step 34570/44000 | Loss: 2.8387 | LR: 5.64e-05 | 2310.3ms/step | 8.7 samples/s +Step 34580/44000 | Loss: 2.9043 | LR: 5.63e-05 | 2325.6ms/step | 8.6 samples/s +Step 34590/44000 | Loss: 2.9152 | LR: 5.62e-05 | 2325.3ms/step | 8.6 samples/s +Step 34600/44000 | Loss: 2.9258 | LR: 5.60e-05 | 2338.7ms/step | 8.6 samples/s +Step 34610/44000 | Loss: 2.8935 | LR: 5.59e-05 | 2347.8ms/step | 8.5 samples/s +Step 34620/44000 | Loss: 2.9159 | LR: 5.58e-05 | 2317.1ms/step | 8.6 samples/s +Step 34630/44000 | Loss: 2.8703 | LR: 5.57e-05 | 2311.9ms/step | 8.7 samples/s +Step 34640/44000 | Loss: 2.8764 | LR: 5.56e-05 | 2322.1ms/step | 8.6 samples/s +Step 34650/44000 | Loss: 2.8719 | LR: 5.55e-05 | 2291.0ms/step | 8.7 samples/s +Step 34660/44000 | Loss: 2.8843 | LR: 5.54e-05 | 2302.5ms/step | 8.7 samples/s +Step 34670/44000 | Loss: 2.9238 | LR: 5.52e-05 | 2299.3ms/step | 8.7 samples/s +Step 34680/44000 | Loss: 2.9162 | LR: 5.51e-05 | 2305.6ms/step | 8.7 samples/s +Step 34690/44000 | Loss: 2.8597 | LR: 5.50e-05 | 2316.6ms/step | 8.6 samples/s +Step 34700/44000 | Loss: 2.8839 | LR: 5.49e-05 | 2321.0ms/step | 8.6 samples/s +Step 34710/44000 | Loss: 2.8248 | LR: 5.48e-05 | 2335.7ms/step | 8.6 samples/s +Step 34720/44000 | Loss: 2.8735 | LR: 5.47e-05 | 2302.1ms/step | 8.7 samples/s +Step 34730/44000 | Loss: 2.8924 | LR: 5.46e-05 | 2320.4ms/step | 8.6 samples/s +Step 34740/44000 | Loss: 2.9005 | LR: 5.45e-05 | 2317.3ms/step | 8.6 samples/s +Step 34750/44000 | Loss: 2.8660 | LR: 5.43e-05 | 2298.6ms/step | 8.7 samples/s +Step 34760/44000 | Loss: 2.8899 | LR: 5.42e-05 | 2297.6ms/step | 8.7 samples/s +Step 34770/44000 | Loss: 2.8817 | LR: 5.41e-05 | 2303.5ms/step | 8.7 samples/s +Step 34780/44000 | Loss: 2.8980 | LR: 5.40e-05 | 2315.0ms/step | 8.6 samples/s +Step 34790/44000 | Loss: 2.9137 | LR: 5.39e-05 | 2275.4ms/step | 8.8 samples/s +Step 34800/44000 | Loss: 2.8863 | LR: 5.38e-05 | 2254.2ms/step | 8.9 samples/s +Step 34810/44000 | Loss: 2.8807 | LR: 5.37e-05 | 2237.1ms/step | 8.9 samples/s +Step 34820/44000 | Loss: 2.9231 | LR: 5.36e-05 | 2236.4ms/step | 8.9 samples/s +Step 34830/44000 | Loss: 2.9017 | LR: 5.34e-05 | 2256.2ms/step | 8.9 samples/s +Step 34840/44000 | Loss: 2.8666 | LR: 5.33e-05 | 2253.8ms/step | 8.9 samples/s +Step 34850/44000 | Loss: 2.8773 | LR: 5.32e-05 | 2280.0ms/step | 8.8 samples/s +Step 34860/44000 | Loss: 2.9101 | LR: 5.31e-05 | 2253.2ms/step | 8.9 samples/s +Step 34870/44000 | Loss: 2.8911 | LR: 5.30e-05 | 2268.4ms/step | 8.8 samples/s +Step 34880/44000 | Loss: 2.8651 | LR: 5.29e-05 | 2253.9ms/step | 8.9 samples/s +Step 34890/44000 | Loss: 2.8716 | LR: 5.28e-05 | 2266.7ms/step | 8.8 samples/s +Step 34900/44000 | Loss: 2.8860 | LR: 5.27e-05 | 2282.6ms/step | 8.8 samples/s +Step 34910/44000 | Loss: 2.9119 | LR: 5.25e-05 | 2271.2ms/step | 8.8 samples/s +Step 34920/44000 | Loss: 2.8772 | LR: 5.24e-05 | 2271.1ms/step | 8.8 samples/s +Step 34930/44000 | Loss: 2.8673 | LR: 5.23e-05 | 2267.0ms/step | 8.8 samples/s +Step 34940/44000 | Loss: 2.8628 | LR: 5.22e-05 | 2272.3ms/step | 8.8 samples/s +Step 34950/44000 | Loss: 2.8507 | LR: 5.21e-05 | 2217.8ms/step | 9.0 samples/s +Step 34960/44000 | Loss: 2.8852 | LR: 5.20e-05 | 2114.5ms/step | 9.5 samples/s +Step 34970/44000 | Loss: 2.9329 | LR: 5.19e-05 | 2245.9ms/step | 8.9 samples/s +Step 34980/44000 | Loss: 2.8739 | LR: 5.18e-05 | 2267.7ms/step | 8.8 samples/s +Step 34990/44000 | Loss: 2.8797 | LR: 5.17e-05 | 2225.3ms/step | 9.0 samples/s +Step 35000/44000 | Loss: 2.9254 | LR: 5.15e-05 | 2262.1ms/step | 8.8 samples/s +Validation at step 35000: Loss = 2.8752, Perplexity = 17.73 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-35000 +Step 35010/44000 | Loss: 2.8511 | LR: 5.14e-05 | 4769.4ms/step | 4.2 samples/s +Step 35020/44000 | Loss: 2.8470 | LR: 5.13e-05 | 2263.2ms/step | 8.8 samples/s +Step 35030/44000 | Loss: 2.8493 | LR: 5.12e-05 | 2262.7ms/step | 8.8 samples/s +Step 35040/44000 | Loss: 2.8611 | LR: 5.11e-05 | 2236.5ms/step | 8.9 samples/s +Step 35050/44000 | Loss: 2.9033 | LR: 5.10e-05 | 2262.9ms/step | 8.8 samples/s +Step 35060/44000 | Loss: 2.8609 | LR: 5.09e-05 | 2255.9ms/step | 8.9 samples/s +Step 35070/44000 | Loss: 2.9261 | LR: 5.08e-05 | 2235.2ms/step | 8.9 samples/s +Step 35080/44000 | Loss: 2.8809 | LR: 5.07e-05 | 2282.3ms/step | 8.8 samples/s +Step 35090/44000 | Loss: 2.8589 | LR: 5.06e-05 | 2262.0ms/step | 8.8 samples/s +Step 35100/44000 | Loss: 2.8938 | LR: 5.04e-05 | 2223.1ms/step | 9.0 samples/s +Step 35110/44000 | Loss: 2.8684 | LR: 5.03e-05 | 2250.5ms/step | 8.9 samples/s +Step 35120/44000 | Loss: 2.8849 | LR: 5.02e-05 | 2237.8ms/step | 8.9 samples/s +Step 35130/44000 | Loss: 2.8821 | LR: 5.01e-05 | 2259.5ms/step | 8.9 samples/s +Step 35140/44000 | Loss: 2.9223 | LR: 5.00e-05 | 2283.7ms/step | 8.8 samples/s +Step 35150/44000 | Loss: 2.8281 | LR: 4.99e-05 | 2259.1ms/step | 8.9 samples/s +Step 35160/44000 | Loss: 2.9011 | LR: 4.98e-05 | 2252.5ms/step | 8.9 samples/s +Step 35170/44000 | Loss: 2.8840 | LR: 4.97e-05 | 2277.5ms/step | 8.8 samples/s +Step 35180/44000 | Loss: 2.8844 | LR: 4.96e-05 | 2263.8ms/step | 8.8 samples/s +Step 35190/44000 | Loss: 2.8503 | LR: 4.95e-05 | 2260.9ms/step | 8.8 samples/s +Step 35200/44000 | Loss: 2.8661 | LR: 4.94e-05 | 2278.3ms/step | 8.8 samples/s +Step 35210/44000 | Loss: 2.8812 | LR: 4.93e-05 | 2279.7ms/step | 8.8 samples/s +Step 35220/44000 | Loss: 2.9299 | LR: 4.91e-05 | 2295.0ms/step | 8.7 samples/s +Step 35230/44000 | Loss: 2.9016 | LR: 4.90e-05 | 2262.1ms/step | 8.8 samples/s +Step 35240/44000 | Loss: 2.8568 | LR: 4.89e-05 | 2249.5ms/step | 8.9 samples/s +Step 35250/44000 | Loss: 2.8627 | LR: 4.88e-05 | 2236.6ms/step | 8.9 samples/s +Step 35260/44000 | Loss: 2.8215 | LR: 4.87e-05 | 2273.9ms/step | 8.8 samples/s +Step 35270/44000 | Loss: 2.9062 | LR: 4.86e-05 | 2269.4ms/step | 8.8 samples/s +Step 35280/44000 | Loss: 2.8890 | LR: 4.85e-05 | 2295.4ms/step | 8.7 samples/s +Step 35290/44000 | Loss: 2.8774 | LR: 4.84e-05 | 2294.3ms/step | 8.7 samples/s +Step 35300/44000 | Loss: 2.8836 | LR: 4.83e-05 | 2238.7ms/step | 8.9 samples/s +Step 35310/44000 | Loss: 2.8497 | LR: 4.82e-05 | 2250.6ms/step | 8.9 samples/s +Step 35320/44000 | Loss: 2.8890 | LR: 4.81e-05 | 2227.8ms/step | 9.0 samples/s +Step 35330/44000 | Loss: 2.8831 | LR: 4.80e-05 | 2277.0ms/step | 8.8 samples/s +Step 35340/44000 | Loss: 2.9171 | LR: 4.79e-05 | 2264.7ms/step | 8.8 samples/s +Step 35350/44000 | Loss: 2.8674 | LR: 4.77e-05 | 2276.1ms/step | 8.8 samples/s +Step 35360/44000 | Loss: 2.8697 | LR: 4.76e-05 | 2280.0ms/step | 8.8 samples/s +Step 35370/44000 | Loss: 2.9007 | LR: 4.75e-05 | 2273.9ms/step | 8.8 samples/s +Step 35380/44000 | Loss: 2.9178 | LR: 4.74e-05 | 2285.1ms/step | 8.8 samples/s +Step 35390/44000 | Loss: 2.8404 | LR: 4.73e-05 | 2252.9ms/step | 8.9 samples/s +Step 35400/44000 | Loss: 2.8961 | LR: 4.72e-05 | 2279.2ms/step | 8.8 samples/s +Step 35410/44000 | Loss: 2.8548 | LR: 4.71e-05 | 2262.5ms/step | 8.8 samples/s +Step 35420/44000 | Loss: 2.8642 | LR: 4.70e-05 | 2267.3ms/step | 8.8 samples/s +Step 35430/44000 | Loss: 2.8587 | LR: 4.69e-05 | 2240.8ms/step | 8.9 samples/s +Step 35440/44000 | Loss: 2.9555 | LR: 4.68e-05 | 2269.6ms/step | 8.8 samples/s +Step 35450/44000 | Loss: 2.9014 | LR: 4.67e-05 | 2254.9ms/step | 8.9 samples/s +Step 35460/44000 | Loss: 2.9346 | LR: 4.66e-05 | 2276.0ms/step | 8.8 samples/s +Step 35470/44000 | Loss: 2.8494 | LR: 4.65e-05 | 2228.4ms/step | 9.0 samples/s +Step 35480/44000 | Loss: 2.8892 | LR: 4.64e-05 | 2292.1ms/step | 8.7 samples/s +Step 35490/44000 | Loss: 2.8999 | LR: 4.63e-05 | 2267.3ms/step | 8.8 samples/s +Step 35500/44000 | Loss: 2.8741 | LR: 4.62e-05 | 2254.6ms/step | 8.9 samples/s +Step 35510/44000 | Loss: 2.8922 | LR: 4.61e-05 | 2259.3ms/step | 8.9 samples/s +Step 35520/44000 | Loss: 2.8587 | LR: 4.59e-05 | 2257.6ms/step | 8.9 samples/s +Step 35530/44000 | Loss: 2.8856 | LR: 4.58e-05 | 2278.7ms/step | 8.8 samples/s +Step 35540/44000 | Loss: 2.9154 | LR: 4.57e-05 | 2257.7ms/step | 8.9 samples/s +Step 35550/44000 | Loss: 2.8686 | LR: 4.56e-05 | 2265.0ms/step | 8.8 samples/s +Step 35560/44000 | Loss: 2.9144 | LR: 4.55e-05 | 2287.5ms/step | 8.7 samples/s +Step 35570/44000 | Loss: 2.8388 | LR: 4.54e-05 | 2263.3ms/step | 8.8 samples/s +Step 35580/44000 | Loss: 2.8970 | LR: 4.53e-05 | 2254.5ms/step | 8.9 samples/s +Step 35590/44000 | Loss: 2.9186 | LR: 4.52e-05 | 2240.5ms/step | 8.9 samples/s +Step 35600/44000 | Loss: 2.8857 | LR: 4.51e-05 | 2278.2ms/step | 8.8 samples/s +Step 35610/44000 | Loss: 2.8761 | LR: 4.50e-05 | 2277.4ms/step | 8.8 samples/s +Step 35620/44000 | Loss: 2.8879 | LR: 4.49e-05 | 2275.3ms/step | 8.8 samples/s +Step 35630/44000 | Loss: 2.9011 | LR: 4.48e-05 | 2257.8ms/step | 8.9 samples/s +Step 35640/44000 | Loss: 2.9074 | LR: 4.47e-05 | 2281.0ms/step | 8.8 samples/s +Step 35650/44000 | Loss: 2.8867 | LR: 4.46e-05 | 2271.4ms/step | 8.8 samples/s +Step 35660/44000 | Loss: 2.8926 | LR: 4.45e-05 | 2263.1ms/step | 8.8 samples/s +Step 35670/44000 | Loss: 2.8872 | LR: 4.44e-05 | 2278.9ms/step | 8.8 samples/s +Step 35680/44000 | Loss: 2.8956 | LR: 4.43e-05 | 2270.2ms/step | 8.8 samples/s +Step 35690/44000 | Loss: 2.9008 | LR: 4.42e-05 | 2289.1ms/step | 8.7 samples/s +Step 35700/44000 | Loss: 2.8765 | LR: 4.41e-05 | 2268.5ms/step | 8.8 samples/s +Step 35710/44000 | Loss: 2.8929 | LR: 4.40e-05 | 2263.7ms/step | 8.8 samples/s +Step 35720/44000 | Loss: 2.8872 | LR: 4.39e-05 | 2258.9ms/step | 8.9 samples/s +Step 35730/44000 | Loss: 2.8461 | LR: 4.38e-05 | 2237.3ms/step | 8.9 samples/s +Step 35740/44000 | Loss: 2.8946 | LR: 4.37e-05 | 2211.1ms/step | 9.0 samples/s +Step 35750/44000 | Loss: 2.8659 | LR: 4.36e-05 | 2238.2ms/step | 8.9 samples/s +Step 35760/44000 | Loss: 2.8821 | LR: 4.35e-05 | 2232.6ms/step | 9.0 samples/s +Step 35770/44000 | Loss: 2.8836 | LR: 4.34e-05 | 2252.3ms/step | 8.9 samples/s +Step 35780/44000 | Loss: 2.8497 | LR: 4.33e-05 | 2249.6ms/step | 8.9 samples/s +Step 35790/44000 | Loss: 2.8877 | LR: 4.32e-05 | 2299.7ms/step | 8.7 samples/s +Step 35800/44000 | Loss: 2.8653 | LR: 4.31e-05 | 2268.9ms/step | 8.8 samples/s +Step 35810/44000 | Loss: 2.8672 | LR: 4.29e-05 | 2263.3ms/step | 8.8 samples/s +Step 35820/44000 | Loss: 2.8468 | LR: 4.28e-05 | 2248.5ms/step | 8.9 samples/s +Step 35830/44000 | Loss: 2.9105 | LR: 4.27e-05 | 2253.6ms/step | 8.9 samples/s +Step 35840/44000 | Loss: 2.8823 | LR: 4.26e-05 | 2245.3ms/step | 8.9 samples/s +Step 35850/44000 | Loss: 2.8774 | LR: 4.25e-05 | 2266.7ms/step | 8.8 samples/s +Step 35860/44000 | Loss: 2.9446 | LR: 4.24e-05 | 2269.8ms/step | 8.8 samples/s +Step 35870/44000 | Loss: 2.8722 | LR: 4.23e-05 | 2282.0ms/step | 8.8 samples/s +Step 35880/44000 | Loss: 2.9251 | LR: 4.22e-05 | 2252.2ms/step | 8.9 samples/s +Step 35890/44000 | Loss: 2.8878 | LR: 4.21e-05 | 2278.2ms/step | 8.8 samples/s +Step 35900/44000 | Loss: 2.8922 | LR: 4.20e-05 | 2286.4ms/step | 8.7 samples/s +Step 35910/44000 | Loss: 2.8660 | LR: 4.19e-05 | 2244.2ms/step | 8.9 samples/s +Step 35920/44000 | Loss: 2.8354 | LR: 4.18e-05 | 2256.1ms/step | 8.9 samples/s +Step 35930/44000 | Loss: 2.8556 | LR: 4.17e-05 | 2249.7ms/step | 8.9 samples/s +Step 35940/44000 | Loss: 2.8837 | LR: 4.16e-05 | 2271.6ms/step | 8.8 samples/s +Step 35950/44000 | Loss: 2.8954 | LR: 4.15e-05 | 2284.3ms/step | 8.8 samples/s +Step 35960/44000 | Loss: 2.8673 | LR: 4.14e-05 | 2197.9ms/step | 9.1 samples/s +Step 35970/44000 | Loss: 2.9256 | LR: 4.13e-05 | 2107.7ms/step | 9.5 samples/s +Step 35980/44000 | Loss: 2.8751 | LR: 4.12e-05 | 2254.8ms/step | 8.9 samples/s +Step 35990/44000 | Loss: 2.8637 | LR: 4.11e-05 | 2251.8ms/step | 8.9 samples/s +Step 36000/44000 | Loss: 2.8947 | LR: 4.10e-05 | 2237.0ms/step | 8.9 samples/s +Validation at step 36000: Loss = 2.8742, Perplexity = 17.71 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-36000 +Step 36010/44000 | Loss: 2.8640 | LR: 4.09e-05 | 4700.0ms/step | 4.3 samples/s +Step 36020/44000 | Loss: 2.8639 | LR: 4.08e-05 | 2250.1ms/step | 8.9 samples/s +Step 36030/44000 | Loss: 2.8986 | LR: 4.07e-05 | 2277.7ms/step | 8.8 samples/s +Step 36040/44000 | Loss: 2.8447 | LR: 4.06e-05 | 2279.7ms/step | 8.8 samples/s +Step 36050/44000 | Loss: 2.8779 | LR: 4.05e-05 | 2257.6ms/step | 8.9 samples/s +Step 36060/44000 | Loss: 2.8635 | LR: 4.04e-05 | 2243.9ms/step | 8.9 samples/s +Step 36070/44000 | Loss: 2.8924 | LR: 4.03e-05 | 2253.7ms/step | 8.9 samples/s +Step 36080/44000 | Loss: 2.8925 | LR: 4.02e-05 | 2237.0ms/step | 8.9 samples/s +Step 36090/44000 | Loss: 2.8975 | LR: 4.01e-05 | 2269.3ms/step | 8.8 samples/s +Step 36100/44000 | Loss: 2.9352 | LR: 4.00e-05 | 2284.2ms/step | 8.8 samples/s +Step 36110/44000 | Loss: 2.8752 | LR: 3.99e-05 | 2241.8ms/step | 8.9 samples/s +Step 36120/44000 | Loss: 2.8963 | LR: 3.98e-05 | 2268.0ms/step | 8.8 samples/s +Step 36130/44000 | Loss: 2.8773 | LR: 3.97e-05 | 2232.6ms/step | 9.0 samples/s +Step 36140/44000 | Loss: 2.8955 | LR: 3.97e-05 | 2259.6ms/step | 8.9 samples/s +Step 36150/44000 | Loss: 2.8874 | LR: 3.96e-05 | 2287.3ms/step | 8.7 samples/s +Step 36160/44000 | Loss: 2.8972 | LR: 3.95e-05 | 2280.8ms/step | 8.8 samples/s +Step 36170/44000 | Loss: 2.8729 | LR: 3.94e-05 | 2255.1ms/step | 8.9 samples/s +Step 36180/44000 | Loss: 2.9142 | LR: 3.93e-05 | 2260.9ms/step | 8.8 samples/s +Step 36190/44000 | Loss: 2.9322 | LR: 3.92e-05 | 2279.8ms/step | 8.8 samples/s +Step 36200/44000 | Loss: 2.9006 | LR: 3.91e-05 | 2242.7ms/step | 8.9 samples/s +Step 36210/44000 | Loss: 2.8366 | LR: 3.90e-05 | 2283.2ms/step | 8.8 samples/s +Step 36220/44000 | Loss: 2.9182 | LR: 3.89e-05 | 2236.8ms/step | 8.9 samples/s +Step 36230/44000 | Loss: 2.8737 | LR: 3.88e-05 | 2257.2ms/step | 8.9 samples/s +Step 36240/44000 | Loss: 2.8960 | LR: 3.87e-05 | 2304.5ms/step | 8.7 samples/s +Step 36250/44000 | Loss: 2.8655 | LR: 3.86e-05 | 2252.6ms/step | 8.9 samples/s +Step 36260/44000 | Loss: 2.9128 | LR: 3.85e-05 | 2252.1ms/step | 8.9 samples/s +Step 36270/44000 | Loss: 2.9171 | LR: 3.84e-05 | 2237.4ms/step | 8.9 samples/s +Step 36280/44000 | Loss: 2.8218 | LR: 3.83e-05 | 2249.7ms/step | 8.9 samples/s +Step 36290/44000 | Loss: 2.8737 | LR: 3.82e-05 | 2239.8ms/step | 8.9 samples/s +Step 36300/44000 | Loss: 2.8476 | LR: 3.81e-05 | 2281.9ms/step | 8.8 samples/s +Step 36310/44000 | Loss: 2.8877 | LR: 3.80e-05 | 2266.8ms/step | 8.8 samples/s +Step 36320/44000 | Loss: 2.8879 | LR: 3.79e-05 | 2255.6ms/step | 8.9 samples/s +Step 36330/44000 | Loss: 2.9046 | LR: 3.78e-05 | 2240.3ms/step | 8.9 samples/s +Step 36340/44000 | Loss: 2.9273 | LR: 3.77e-05 | 2263.0ms/step | 8.8 samples/s +Step 36350/44000 | Loss: 2.9019 | LR: 3.76e-05 | 2260.0ms/step | 8.8 samples/s +Step 36360/44000 | Loss: 2.8989 | LR: 3.75e-05 | 2276.9ms/step | 8.8 samples/s +Step 36370/44000 | Loss: 2.8681 | LR: 3.74e-05 | 2270.2ms/step | 8.8 samples/s +Step 36380/44000 | Loss: 2.8866 | LR: 3.73e-05 | 2258.3ms/step | 8.9 samples/s +Step 36390/44000 | Loss: 2.9186 | LR: 3.72e-05 | 2293.9ms/step | 8.7 samples/s +Step 36400/44000 | Loss: 2.8915 | LR: 3.71e-05 | 2238.6ms/step | 8.9 samples/s +Step 36410/44000 | Loss: 2.8597 | LR: 3.70e-05 | 2245.4ms/step | 8.9 samples/s +Step 36420/44000 | Loss: 2.8486 | LR: 3.69e-05 | 2268.1ms/step | 8.8 samples/s +Step 36430/44000 | Loss: 2.9334 | LR: 3.69e-05 | 2252.7ms/step | 8.9 samples/s +Step 36440/44000 | Loss: 2.8504 | LR: 3.68e-05 | 2254.2ms/step | 8.9 samples/s +Step 36450/44000 | Loss: 2.9111 | LR: 3.67e-05 | 2284.7ms/step | 8.8 samples/s +Step 36460/44000 | Loss: 2.8726 | LR: 3.66e-05 | 2284.4ms/step | 8.8 samples/s +Step 36470/44000 | Loss: 2.9075 | LR: 3.65e-05 | 2258.7ms/step | 8.9 samples/s +Step 36480/44000 | Loss: 2.8824 | LR: 3.64e-05 | 2280.9ms/step | 8.8 samples/s +Step 36490/44000 | Loss: 2.9061 | LR: 3.63e-05 | 2260.3ms/step | 8.8 samples/s +Step 36500/44000 | Loss: 2.8795 | LR: 3.62e-05 | 2291.9ms/step | 8.7 samples/s +Step 36510/44000 | Loss: 2.8401 | LR: 3.61e-05 | 2274.1ms/step | 8.8 samples/s +Step 36520/44000 | Loss: 2.8427 | LR: 3.60e-05 | 2241.9ms/step | 8.9 samples/s +Step 36530/44000 | Loss: 2.9200 | LR: 3.59e-05 | 2232.7ms/step | 9.0 samples/s +Step 36540/44000 | Loss: 2.8639 | LR: 3.58e-05 | 2257.0ms/step | 8.9 samples/s +Step 36550/44000 | Loss: 2.8467 | LR: 3.57e-05 | 2257.2ms/step | 8.9 samples/s +Step 36560/44000 | Loss: 2.8801 | LR: 3.56e-05 | 2234.8ms/step | 8.9 samples/s +Step 36570/44000 | Loss: 2.9034 | LR: 3.55e-05 | 2237.8ms/step | 8.9 samples/s +Step 36580/44000 | Loss: 2.8747 | LR: 3.54e-05 | 2241.8ms/step | 8.9 samples/s +Step 36590/44000 | Loss: 2.9067 | LR: 3.53e-05 | 2268.4ms/step | 8.8 samples/s +Step 36600/44000 | Loss: 2.8834 | LR: 3.53e-05 | 2257.5ms/step | 8.9 samples/s +Step 36610/44000 | Loss: 2.8777 | LR: 3.52e-05 | 2257.5ms/step | 8.9 samples/s +Step 36620/44000 | Loss: 2.9182 | LR: 3.51e-05 | 2226.0ms/step | 9.0 samples/s +Step 36630/44000 | Loss: 2.8912 | LR: 3.50e-05 | 2210.5ms/step | 9.0 samples/s +Step 36640/44000 | Loss: 2.8469 | LR: 3.49e-05 | 2256.3ms/step | 8.9 samples/s +Step 36650/44000 | Loss: 2.8489 | LR: 3.48e-05 | 2260.2ms/step | 8.8 samples/s +Step 36660/44000 | Loss: 2.8940 | LR: 3.47e-05 | 2266.5ms/step | 8.8 samples/s +Step 36670/44000 | Loss: 2.9100 | LR: 3.46e-05 | 2264.0ms/step | 8.8 samples/s +Step 36680/44000 | Loss: 2.8802 | LR: 3.45e-05 | 2263.0ms/step | 8.8 samples/s +Step 36690/44000 | Loss: 2.8834 | LR: 3.44e-05 | 2240.1ms/step | 8.9 samples/s +Step 36700/44000 | Loss: 2.8357 | LR: 3.43e-05 | 2263.2ms/step | 8.8 samples/s +Step 36710/44000 | Loss: 2.8967 | LR: 3.42e-05 | 2247.0ms/step | 8.9 samples/s +Step 36720/44000 | Loss: 2.8620 | LR: 3.41e-05 | 2270.6ms/step | 8.8 samples/s +Step 36730/44000 | Loss: 2.8575 | LR: 3.41e-05 | 2247.1ms/step | 8.9 samples/s +Step 36740/44000 | Loss: 2.8636 | LR: 3.40e-05 | 2262.4ms/step | 8.8 samples/s +Step 36750/44000 | Loss: 2.8774 | LR: 3.39e-05 | 2261.6ms/step | 8.8 samples/s +Step 36760/44000 | Loss: 2.8612 | LR: 3.38e-05 | 2248.3ms/step | 8.9 samples/s +Step 36770/44000 | Loss: 2.8757 | LR: 3.37e-05 | 2236.7ms/step | 8.9 samples/s +Step 36780/44000 | Loss: 2.8756 | LR: 3.36e-05 | 2257.9ms/step | 8.9 samples/s +Step 36790/44000 | Loss: 2.8619 | LR: 3.35e-05 | 2268.3ms/step | 8.8 samples/s +Step 36800/44000 | Loss: 2.9452 | LR: 3.34e-05 | 2269.0ms/step | 8.8 samples/s +Step 36810/44000 | Loss: 2.8502 | LR: 3.33e-05 | 2214.9ms/step | 9.0 samples/s +Step 36820/44000 | Loss: 2.8919 | LR: 3.32e-05 | 2275.6ms/step | 8.8 samples/s +Step 36830/44000 | Loss: 2.8920 | LR: 3.31e-05 | 2276.7ms/step | 8.8 samples/s +Step 36840/44000 | Loss: 2.8755 | LR: 3.31e-05 | 2248.2ms/step | 8.9 samples/s +Step 36850/44000 | Loss: 2.8707 | LR: 3.30e-05 | 2239.1ms/step | 8.9 samples/s +Step 36860/44000 | Loss: 2.8633 | LR: 3.29e-05 | 2260.4ms/step | 8.8 samples/s +Step 36870/44000 | Loss: 2.8714 | LR: 3.28e-05 | 2276.7ms/step | 8.8 samples/s +Step 36880/44000 | Loss: 2.8938 | LR: 3.27e-05 | 2272.6ms/step | 8.8 samples/s +Step 36890/44000 | Loss: 2.8664 | LR: 3.26e-05 | 2259.5ms/step | 8.9 samples/s +Step 36900/44000 | Loss: 2.8332 | LR: 3.25e-05 | 2259.5ms/step | 8.9 samples/s +Step 36910/44000 | Loss: 2.8849 | LR: 3.24e-05 | 2278.8ms/step | 8.8 samples/s +Step 36920/44000 | Loss: 2.9041 | LR: 3.23e-05 | 2271.1ms/step | 8.8 samples/s +Step 36930/44000 | Loss: 2.8943 | LR: 3.22e-05 | 2275.8ms/step | 8.8 samples/s +Step 36940/44000 | Loss: 2.9122 | LR: 3.22e-05 | 2237.2ms/step | 8.9 samples/s +Step 36950/44000 | Loss: 2.9162 | LR: 3.21e-05 | 2252.6ms/step | 8.9 samples/s +Step 36960/44000 | Loss: 2.8802 | LR: 3.20e-05 | 2285.9ms/step | 8.7 samples/s +Step 36970/44000 | Loss: 2.8561 | LR: 3.19e-05 | 2263.1ms/step | 8.8 samples/s +Step 36980/44000 | Loss: 2.8557 | LR: 3.18e-05 | 2117.0ms/step | 9.4 samples/s +Step 36990/44000 | Loss: 2.8350 | LR: 3.17e-05 | 2196.9ms/step | 9.1 samples/s +Step 37000/44000 | Loss: 2.9141 | LR: 3.16e-05 | 2261.7ms/step | 8.8 samples/s +Validation at step 37000: Loss = 2.8737, Perplexity = 17.70 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-37000 +Step 37010/44000 | Loss: 2.9364 | LR: 3.15e-05 | 4685.4ms/step | 4.3 samples/s +Step 37020/44000 | Loss: 2.8612 | LR: 3.15e-05 | 2238.3ms/step | 8.9 samples/s +Step 37030/44000 | Loss: 2.9164 | LR: 3.14e-05 | 2287.5ms/step | 8.7 samples/s +Step 37040/44000 | Loss: 2.8339 | LR: 3.13e-05 | 2259.7ms/step | 8.9 samples/s +Step 37050/44000 | Loss: 2.8335 | LR: 3.12e-05 | 2257.2ms/step | 8.9 samples/s +Step 37060/44000 | Loss: 2.8556 | LR: 3.11e-05 | 2219.9ms/step | 9.0 samples/s +Step 37070/44000 | Loss: 2.9039 | LR: 3.10e-05 | 2254.6ms/step | 8.9 samples/s +Step 37080/44000 | Loss: 2.8976 | LR: 3.09e-05 | 2277.3ms/step | 8.8 samples/s +Step 37090/44000 | Loss: 2.9112 | LR: 3.08e-05 | 2267.9ms/step | 8.8 samples/s +Step 37100/44000 | Loss: 2.9246 | LR: 3.07e-05 | 2295.4ms/step | 8.7 samples/s +Step 37110/44000 | Loss: 2.8939 | LR: 3.07e-05 | 2280.3ms/step | 8.8 samples/s +Step 37120/44000 | Loss: 2.8763 | LR: 3.06e-05 | 2264.3ms/step | 8.8 samples/s +Step 37130/44000 | Loss: 2.8714 | LR: 3.05e-05 | 2234.7ms/step | 8.9 samples/s +Step 37140/44000 | Loss: 2.9040 | LR: 3.04e-05 | 2252.7ms/step | 8.9 samples/s +Step 37150/44000 | Loss: 2.8630 | LR: 3.03e-05 | 2283.7ms/step | 8.8 samples/s +Step 37160/44000 | Loss: 2.8995 | LR: 3.02e-05 | 2247.3ms/step | 8.9 samples/s +Step 37170/44000 | Loss: 2.8741 | LR: 3.01e-05 | 2246.4ms/step | 8.9 samples/s +Step 37180/44000 | Loss: 2.8738 | LR: 3.01e-05 | 2279.9ms/step | 8.8 samples/s +Step 37190/44000 | Loss: 2.8691 | LR: 3.00e-05 | 2253.3ms/step | 8.9 samples/s +Step 37200/44000 | Loss: 2.9013 | LR: 2.99e-05 | 2243.9ms/step | 8.9 samples/s +Step 37210/44000 | Loss: 2.8935 | LR: 2.98e-05 | 2235.2ms/step | 8.9 samples/s +Step 37220/44000 | Loss: 2.8449 | LR: 2.97e-05 | 2268.2ms/step | 8.8 samples/s +Step 37230/44000 | Loss: 2.8849 | LR: 2.96e-05 | 2273.1ms/step | 8.8 samples/s +Step 37240/44000 | Loss: 2.9024 | LR: 2.95e-05 | 2247.4ms/step | 8.9 samples/s +Step 37250/44000 | Loss: 2.8564 | LR: 2.95e-05 | 2277.9ms/step | 8.8 samples/s +Step 37260/44000 | Loss: 2.8556 | LR: 2.94e-05 | 2264.0ms/step | 8.8 samples/s +Step 37270/44000 | Loss: 2.9103 | LR: 2.93e-05 | 2251.7ms/step | 8.9 samples/s +Step 37280/44000 | Loss: 2.8664 | LR: 2.92e-05 | 2257.5ms/step | 8.9 samples/s +Step 37290/44000 | Loss: 2.8556 | LR: 2.91e-05 | 2250.3ms/step | 8.9 samples/s +Step 37300/44000 | Loss: 2.8681 | LR: 2.90e-05 | 2245.9ms/step | 8.9 samples/s +Step 37310/44000 | Loss: 2.9292 | LR: 2.89e-05 | 2267.6ms/step | 8.8 samples/s +Step 37320/44000 | Loss: 2.9068 | LR: 2.89e-05 | 2269.8ms/step | 8.8 samples/s +Step 37330/44000 | Loss: 2.8906 | LR: 2.88e-05 | 2246.4ms/step | 8.9 samples/s +Step 37340/44000 | Loss: 2.9189 | LR: 2.87e-05 | 2255.8ms/step | 8.9 samples/s +Step 37350/44000 | Loss: 2.8845 | LR: 2.86e-05 | 2279.9ms/step | 8.8 samples/s +Step 37360/44000 | Loss: 2.8769 | LR: 2.85e-05 | 2279.0ms/step | 8.8 samples/s +Step 37370/44000 | Loss: 2.8953 | LR: 2.84e-05 | 2249.0ms/step | 8.9 samples/s +Step 37380/44000 | Loss: 2.8904 | LR: 2.84e-05 | 2249.0ms/step | 8.9 samples/s +Step 37390/44000 | Loss: 2.8627 | LR: 2.83e-05 | 2260.6ms/step | 8.8 samples/s +Step 37400/44000 | Loss: 2.8366 | LR: 2.82e-05 | 2226.9ms/step | 9.0 samples/s +Step 37410/44000 | Loss: 2.8874 | LR: 2.81e-05 | 2263.9ms/step | 8.8 samples/s +Step 37420/44000 | Loss: 2.8769 | LR: 2.80e-05 | 2248.0ms/step | 8.9 samples/s +Step 37430/44000 | Loss: 2.8746 | LR: 2.79e-05 | 2263.5ms/step | 8.8 samples/s +Step 37440/44000 | Loss: 2.8720 | LR: 2.78e-05 | 2257.4ms/step | 8.9 samples/s +Step 37450/44000 | Loss: 2.8553 | LR: 2.78e-05 | 2282.6ms/step | 8.8 samples/s +Step 37460/44000 | Loss: 2.8874 | LR: 2.77e-05 | 2270.8ms/step | 8.8 samples/s +Step 37470/44000 | Loss: 2.9233 | LR: 2.76e-05 | 2295.4ms/step | 8.7 samples/s +Step 37480/44000 | Loss: 2.8848 | LR: 2.75e-05 | 2252.0ms/step | 8.9 samples/s +Step 37490/44000 | Loss: 2.8730 | LR: 2.74e-05 | 2268.3ms/step | 8.8 samples/s +Step 37500/44000 | Loss: 2.8279 | LR: 2.74e-05 | 2273.7ms/step | 8.8 samples/s +Step 37510/44000 | Loss: 2.8787 | LR: 2.73e-05 | 2288.7ms/step | 8.7 samples/s +Step 37520/44000 | Loss: 2.8882 | LR: 2.72e-05 | 2252.3ms/step | 8.9 samples/s +Step 37530/44000 | Loss: 2.9048 | LR: 2.71e-05 | 2266.4ms/step | 8.8 samples/s +Step 37540/44000 | Loss: 2.9049 | LR: 2.70e-05 | 2239.6ms/step | 8.9 samples/s +Step 37550/44000 | Loss: 2.8945 | LR: 2.69e-05 | 2264.1ms/step | 8.8 samples/s +Step 37560/44000 | Loss: 2.8641 | LR: 2.69e-05 | 2264.7ms/step | 8.8 samples/s +Step 37570/44000 | Loss: 2.8299 | LR: 2.68e-05 | 2272.6ms/step | 8.8 samples/s +Step 37580/44000 | Loss: 2.8648 | LR: 2.67e-05 | 2252.5ms/step | 8.9 samples/s +Step 37590/44000 | Loss: 2.8445 | LR: 2.66e-05 | 2253.4ms/step | 8.9 samples/s +Step 37600/44000 | Loss: 2.8660 | LR: 2.65e-05 | 2261.8ms/step | 8.8 samples/s +Step 37610/44000 | Loss: 2.8502 | LR: 2.65e-05 | 2259.6ms/step | 8.9 samples/s +Step 37620/44000 | Loss: 2.8537 | LR: 2.64e-05 | 2253.6ms/step | 8.9 samples/s +Step 37630/44000 | Loss: 2.8376 | LR: 2.63e-05 | 2263.5ms/step | 8.8 samples/s +Step 37640/44000 | Loss: 2.9440 | LR: 2.62e-05 | 2284.2ms/step | 8.8 samples/s +Step 37650/44000 | Loss: 2.8686 | LR: 2.61e-05 | 2258.0ms/step | 8.9 samples/s +Step 37660/44000 | Loss: 2.8904 | LR: 2.60e-05 | 2294.1ms/step | 8.7 samples/s +Step 37670/44000 | Loss: 2.8678 | LR: 2.60e-05 | 2264.0ms/step | 8.8 samples/s +Step 37680/44000 | Loss: 2.8742 | LR: 2.59e-05 | 2234.8ms/step | 8.9 samples/s +Step 37690/44000 | Loss: 2.8678 | LR: 2.58e-05 | 2254.8ms/step | 8.9 samples/s +Step 37700/44000 | Loss: 2.9100 | LR: 2.57e-05 | 2255.5ms/step | 8.9 samples/s +Step 37710/44000 | Loss: 2.8850 | LR: 2.56e-05 | 2237.3ms/step | 8.9 samples/s +Step 37720/44000 | Loss: 2.8679 | LR: 2.56e-05 | 2240.5ms/step | 8.9 samples/s +Step 37730/44000 | Loss: 2.9306 | LR: 2.55e-05 | 2290.1ms/step | 8.7 samples/s +Step 37740/44000 | Loss: 2.8659 | LR: 2.54e-05 | 2254.0ms/step | 8.9 samples/s +Step 37750/44000 | Loss: 2.8927 | LR: 2.53e-05 | 2268.1ms/step | 8.8 samples/s +Step 37760/44000 | Loss: 2.8575 | LR: 2.52e-05 | 2265.1ms/step | 8.8 samples/s +Step 37770/44000 | Loss: 2.8556 | LR: 2.52e-05 | 2272.3ms/step | 8.8 samples/s +Step 37780/44000 | Loss: 2.8621 | LR: 2.51e-05 | 2271.8ms/step | 8.8 samples/s +Step 37790/44000 | Loss: 2.8880 | LR: 2.50e-05 | 2272.9ms/step | 8.8 samples/s +Step 37800/44000 | Loss: 2.9320 | LR: 2.49e-05 | 2281.7ms/step | 8.8 samples/s +Step 37810/44000 | Loss: 2.8911 | LR: 2.48e-05 | 2281.5ms/step | 8.8 samples/s +Step 37820/44000 | Loss: 2.8404 | LR: 2.48e-05 | 2257.1ms/step | 8.9 samples/s +Step 37830/44000 | Loss: 2.8816 | LR: 2.47e-05 | 2269.9ms/step | 8.8 samples/s +Step 37840/44000 | Loss: 2.8754 | LR: 2.46e-05 | 2226.5ms/step | 9.0 samples/s +Step 37850/44000 | Loss: 2.8557 | LR: 2.45e-05 | 2274.4ms/step | 8.8 samples/s +Step 37860/44000 | Loss: 2.8618 | LR: 2.45e-05 | 2277.3ms/step | 8.8 samples/s +Step 37870/44000 | Loss: 2.8899 | LR: 2.44e-05 | 2254.6ms/step | 8.9 samples/s +Step 37880/44000 | Loss: 2.9073 | LR: 2.43e-05 | 2273.3ms/step | 8.8 samples/s +Step 37890/44000 | Loss: 2.8760 | LR: 2.42e-05 | 2238.5ms/step | 8.9 samples/s +Step 37900/44000 | Loss: 2.8661 | LR: 2.41e-05 | 2247.2ms/step | 8.9 samples/s +Step 37910/44000 | Loss: 2.8860 | LR: 2.41e-05 | 2279.7ms/step | 8.8 samples/s +Step 37920/44000 | Loss: 2.8670 | LR: 2.40e-05 | 2269.6ms/step | 8.8 samples/s +Step 37930/44000 | Loss: 2.9038 | LR: 2.39e-05 | 2258.2ms/step | 8.9 samples/s +Step 37940/44000 | Loss: 2.8797 | LR: 2.38e-05 | 2222.4ms/step | 9.0 samples/s +Step 37950/44000 | Loss: 2.9219 | LR: 2.38e-05 | 2249.5ms/step | 8.9 samples/s +Step 37960/44000 | Loss: 2.8738 | LR: 2.37e-05 | 2247.2ms/step | 8.9 samples/s +Step 37970/44000 | Loss: 2.9027 | LR: 2.36e-05 | 2258.5ms/step | 8.9 samples/s +Step 37980/44000 | Loss: 2.8533 | LR: 2.35e-05 | 2249.0ms/step | 8.9 samples/s +Step 37990/44000 | Loss: 2.9255 | LR: 2.34e-05 | 2223.3ms/step | 9.0 samples/s +Step 38000/44000 | Loss: 2.9127 | LR: 2.34e-05 | 2130.5ms/step | 9.4 samples/s +Validation at step 38000: Loss = 2.8734, Perplexity = 17.70 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-38000 +Step 38010/44000 | Loss: 2.8835 | LR: 2.33e-05 | 4654.5ms/step | 4.3 samples/s +Step 38020/44000 | Loss: 2.8569 | LR: 2.32e-05 | 2245.6ms/step | 8.9 samples/s +Step 38030/44000 | Loss: 2.8652 | LR: 2.31e-05 | 2269.8ms/step | 8.8 samples/s +Step 38040/44000 | Loss: 2.8817 | LR: 2.31e-05 | 2301.7ms/step | 8.7 samples/s +Step 38050/44000 | Loss: 2.8548 | LR: 2.30e-05 | 2284.9ms/step | 8.8 samples/s +Step 38060/44000 | Loss: 2.8843 | LR: 2.29e-05 | 2272.6ms/step | 8.8 samples/s +Step 38070/44000 | Loss: 2.8985 | LR: 2.28e-05 | 2252.5ms/step | 8.9 samples/s +Step 38080/44000 | Loss: 2.8751 | LR: 2.28e-05 | 2257.3ms/step | 8.9 samples/s +Step 38090/44000 | Loss: 2.8944 | LR: 2.27e-05 | 2244.1ms/step | 8.9 samples/s +Step 38100/44000 | Loss: 2.8488 | LR: 2.26e-05 | 2248.6ms/step | 8.9 samples/s +Step 38110/44000 | Loss: 2.8702 | LR: 2.25e-05 | 2250.0ms/step | 8.9 samples/s +Step 38120/44000 | Loss: 2.8792 | LR: 2.25e-05 | 2262.7ms/step | 8.8 samples/s +Step 38130/44000 | Loss: 2.9064 | LR: 2.24e-05 | 2299.1ms/step | 8.7 samples/s +Step 38140/44000 | Loss: 2.8972 | LR: 2.23e-05 | 2264.6ms/step | 8.8 samples/s +Step 38150/44000 | Loss: 2.8962 | LR: 2.22e-05 | 2291.1ms/step | 8.7 samples/s +Step 38160/44000 | Loss: 2.8711 | LR: 2.22e-05 | 2265.8ms/step | 8.8 samples/s +Step 38170/44000 | Loss: 2.8821 | LR: 2.21e-05 | 2290.6ms/step | 8.7 samples/s +Step 38180/44000 | Loss: 2.8724 | LR: 2.20e-05 | 2300.7ms/step | 8.7 samples/s +Step 38190/44000 | Loss: 2.8808 | LR: 2.19e-05 | 2249.7ms/step | 8.9 samples/s +Step 38200/44000 | Loss: 2.8880 | LR: 2.19e-05 | 2284.4ms/step | 8.8 samples/s +Step 38210/44000 | Loss: 2.8557 | LR: 2.18e-05 | 2274.1ms/step | 8.8 samples/s +Step 38220/44000 | Loss: 2.9158 | LR: 2.17e-05 | 2262.3ms/step | 8.8 samples/s +Step 38230/44000 | Loss: 2.9045 | LR: 2.16e-05 | 2281.4ms/step | 8.8 samples/s +Step 38240/44000 | Loss: 2.8833 | LR: 2.16e-05 | 2242.0ms/step | 8.9 samples/s +Step 38250/44000 | Loss: 2.8893 | LR: 2.15e-05 | 2254.1ms/step | 8.9 samples/s +Step 38260/44000 | Loss: 2.8305 | LR: 2.14e-05 | 2275.5ms/step | 8.8 samples/s +Step 38270/44000 | Loss: 2.8635 | LR: 2.13e-05 | 2233.4ms/step | 9.0 samples/s +Step 38280/44000 | Loss: 2.8770 | LR: 2.13e-05 | 2291.1ms/step | 8.7 samples/s +Step 38290/44000 | Loss: 2.8521 | LR: 2.12e-05 | 2244.5ms/step | 8.9 samples/s +Step 38300/44000 | Loss: 2.8967 | LR: 2.11e-05 | 2267.9ms/step | 8.8 samples/s +Step 38310/44000 | Loss: 2.9089 | LR: 2.11e-05 | 2269.4ms/step | 8.8 samples/s +Step 38320/44000 | Loss: 2.8804 | LR: 2.10e-05 | 2269.1ms/step | 8.8 samples/s +Step 38330/44000 | Loss: 2.8861 | LR: 2.09e-05 | 2222.5ms/step | 9.0 samples/s +Step 38340/44000 | Loss: 2.8985 | LR: 2.08e-05 | 2276.2ms/step | 8.8 samples/s +Step 38350/44000 | Loss: 2.9028 | LR: 2.08e-05 | 2262.3ms/step | 8.8 samples/s +Step 38360/44000 | Loss: 2.9073 | LR: 2.07e-05 | 2265.2ms/step | 8.8 samples/s +Step 38370/44000 | Loss: 2.8794 | LR: 2.06e-05 | 2285.3ms/step | 8.8 samples/s +Step 38380/44000 | Loss: 2.8910 | LR: 2.05e-05 | 2259.7ms/step | 8.9 samples/s +Step 38390/44000 | Loss: 2.8512 | LR: 2.05e-05 | 2248.7ms/step | 8.9 samples/s +Step 38400/44000 | Loss: 2.8864 | LR: 2.04e-05 | 2248.5ms/step | 8.9 samples/s +Step 38410/44000 | Loss: 2.8964 | LR: 2.03e-05 | 2272.3ms/step | 8.8 samples/s +Step 38420/44000 | Loss: 2.9124 | LR: 2.03e-05 | 2251.6ms/step | 8.9 samples/s +Step 38430/44000 | Loss: 2.9600 | LR: 2.02e-05 | 2238.5ms/step | 8.9 samples/s +Step 38440/44000 | Loss: 2.9272 | LR: 2.01e-05 | 2248.9ms/step | 8.9 samples/s +Step 38450/44000 | Loss: 2.9429 | LR: 2.00e-05 | 2239.3ms/step | 8.9 samples/s +Step 38460/44000 | Loss: 2.8767 | LR: 2.00e-05 | 2253.4ms/step | 8.9 samples/s +Step 38470/44000 | Loss: 2.8995 | LR: 1.99e-05 | 2212.9ms/step | 9.0 samples/s +Step 38480/44000 | Loss: 2.8702 | LR: 1.98e-05 | 2259.5ms/step | 8.9 samples/s +Step 38490/44000 | Loss: 2.8841 | LR: 1.98e-05 | 2255.6ms/step | 8.9 samples/s +Step 38500/44000 | Loss: 2.8865 | LR: 1.97e-05 | 2263.2ms/step | 8.8 samples/s +Step 38510/44000 | Loss: 2.8481 | LR: 1.96e-05 | 2273.5ms/step | 8.8 samples/s +Step 38520/44000 | Loss: 2.9121 | LR: 1.95e-05 | 2293.1ms/step | 8.7 samples/s +Step 38530/44000 | Loss: 2.9196 | LR: 1.95e-05 | 2262.8ms/step | 8.8 samples/s +Step 38540/44000 | Loss: 2.8481 | LR: 1.94e-05 | 2228.2ms/step | 9.0 samples/s +Step 38550/44000 | Loss: 2.8830 | LR: 1.93e-05 | 2285.8ms/step | 8.7 samples/s +Step 38560/44000 | Loss: 2.9072 | LR: 1.93e-05 | 2250.7ms/step | 8.9 samples/s +Step 38570/44000 | Loss: 2.8526 | LR: 1.92e-05 | 2238.9ms/step | 8.9 samples/s +Step 38580/44000 | Loss: 2.8905 | LR: 1.91e-05 | 2223.7ms/step | 9.0 samples/s +Step 38590/44000 | Loss: 2.8499 | LR: 1.91e-05 | 2252.2ms/step | 8.9 samples/s +Step 38600/44000 | Loss: 2.8285 | LR: 1.90e-05 | 2277.9ms/step | 8.8 samples/s +Step 38610/44000 | Loss: 2.9129 | LR: 1.89e-05 | 2287.1ms/step | 8.7 samples/s +Step 38620/44000 | Loss: 2.8527 | LR: 1.88e-05 | 2247.7ms/step | 8.9 samples/s +Step 38630/44000 | Loss: 2.9196 | LR: 1.88e-05 | 2246.7ms/step | 8.9 samples/s +Step 38640/44000 | Loss: 2.8587 | LR: 1.87e-05 | 2261.9ms/step | 8.8 samples/s +Step 38650/44000 | Loss: 2.8802 | LR: 1.86e-05 | 2243.0ms/step | 8.9 samples/s +Step 38660/44000 | Loss: 2.9339 | LR: 1.86e-05 | 2253.8ms/step | 8.9 samples/s +Step 38670/44000 | Loss: 2.8992 | LR: 1.85e-05 | 2264.8ms/step | 8.8 samples/s +Step 38680/44000 | Loss: 2.8709 | LR: 1.84e-05 | 2260.2ms/step | 8.8 samples/s +Step 38690/44000 | Loss: 2.9068 | LR: 1.84e-05 | 2258.7ms/step | 8.9 samples/s +Step 38700/44000 | Loss: 2.9065 | LR: 1.83e-05 | 2267.3ms/step | 8.8 samples/s +Step 38710/44000 | Loss: 2.8601 | LR: 1.82e-05 | 2237.8ms/step | 8.9 samples/s +Step 38720/44000 | Loss: 2.8705 | LR: 1.82e-05 | 2262.9ms/step | 8.8 samples/s +Step 38730/44000 | Loss: 2.9017 | LR: 1.81e-05 | 2256.0ms/step | 8.9 samples/s +Step 38740/44000 | Loss: 2.8594 | LR: 1.80e-05 | 2261.0ms/step | 8.8 samples/s +Step 38750/44000 | Loss: 2.9241 | LR: 1.80e-05 | 2252.9ms/step | 8.9 samples/s +Step 38760/44000 | Loss: 2.8962 | LR: 1.79e-05 | 2270.8ms/step | 8.8 samples/s +Step 38770/44000 | Loss: 2.8622 | LR: 1.78e-05 | 2248.7ms/step | 8.9 samples/s +Step 38780/44000 | Loss: 2.8555 | LR: 1.78e-05 | 2260.7ms/step | 8.8 samples/s +Step 38790/44000 | Loss: 2.8735 | LR: 1.77e-05 | 2253.8ms/step | 8.9 samples/s +Step 38800/44000 | Loss: 2.9019 | LR: 1.76e-05 | 2226.5ms/step | 9.0 samples/s +Step 38810/44000 | Loss: 2.9272 | LR: 1.76e-05 | 2276.0ms/step | 8.8 samples/s +Step 38820/44000 | Loss: 2.9099 | LR: 1.75e-05 | 2272.8ms/step | 8.8 samples/s +Step 38830/44000 | Loss: 2.8831 | LR: 1.74e-05 | 2243.4ms/step | 8.9 samples/s +Step 38840/44000 | Loss: 2.8773 | LR: 1.74e-05 | 2258.7ms/step | 8.9 samples/s +Step 38850/44000 | Loss: 2.9029 | LR: 1.73e-05 | 2226.4ms/step | 9.0 samples/s +Step 38860/44000 | Loss: 2.9597 | LR: 1.72e-05 | 2268.4ms/step | 8.8 samples/s +Step 38870/44000 | Loss: 2.8838 | LR: 1.72e-05 | 2264.7ms/step | 8.8 samples/s +Step 38880/44000 | Loss: 2.8798 | LR: 1.71e-05 | 2266.1ms/step | 8.8 samples/s +Step 38890/44000 | Loss: 2.8735 | LR: 1.70e-05 | 2255.7ms/step | 8.9 samples/s +Step 38900/44000 | Loss: 2.9022 | LR: 1.70e-05 | 2256.1ms/step | 8.9 samples/s +Step 38910/44000 | Loss: 2.8603 | LR: 1.69e-05 | 2279.1ms/step | 8.8 samples/s +Step 38920/44000 | Loss: 2.8932 | LR: 1.68e-05 | 2246.4ms/step | 8.9 samples/s +Step 38930/44000 | Loss: 2.9388 | LR: 1.68e-05 | 2251.0ms/step | 8.9 samples/s +Step 38940/44000 | Loss: 2.9025 | LR: 1.67e-05 | 2235.5ms/step | 8.9 samples/s +Step 38950/44000 | Loss: 2.8811 | LR: 1.66e-05 | 2228.2ms/step | 9.0 samples/s +Step 38960/44000 | Loss: 2.8909 | LR: 1.66e-05 | 2259.0ms/step | 8.9 samples/s +Step 38970/44000 | Loss: 2.8885 | LR: 1.65e-05 | 2243.9ms/step | 8.9 samples/s +Step 38980/44000 | Loss: 2.8846 | LR: 1.64e-05 | 2254.4ms/step | 8.9 samples/s +Step 38990/44000 | Loss: 2.8904 | LR: 1.64e-05 | 2264.6ms/step | 8.8 samples/s +Step 39000/44000 | Loss: 2.9009 | LR: 1.63e-05 | 2228.0ms/step | 9.0 samples/s +Validation at step 39000: Loss = 2.8731, Perplexity = 17.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-39000 +Step 39010/44000 | Loss: 2.9014 | LR: 1.62e-05 | 4453.8ms/step | 4.5 samples/s +Step 39020/44000 | Loss: 2.8985 | LR: 1.62e-05 | 2253.5ms/step | 8.9 samples/s +Step 39030/44000 | Loss: 2.7947 | LR: 1.61e-05 | 2239.5ms/step | 8.9 samples/s +Step 39040/44000 | Loss: 2.9126 | LR: 1.61e-05 | 2256.3ms/step | 8.9 samples/s +Step 39050/44000 | Loss: 2.8785 | LR: 1.60e-05 | 2279.0ms/step | 8.8 samples/s +Step 39060/44000 | Loss: 2.8152 | LR: 1.59e-05 | 2261.0ms/step | 8.8 samples/s +Step 39070/44000 | Loss: 2.8622 | LR: 1.59e-05 | 2245.6ms/step | 8.9 samples/s +Step 39080/44000 | Loss: 2.8796 | LR: 1.58e-05 | 2252.3ms/step | 8.9 samples/s +Step 39090/44000 | Loss: 2.9240 | LR: 1.57e-05 | 2253.0ms/step | 8.9 samples/s +Step 39100/44000 | Loss: 2.8642 | LR: 1.57e-05 | 2289.8ms/step | 8.7 samples/s +Step 39110/44000 | Loss: 2.9445 | LR: 1.56e-05 | 2247.3ms/step | 8.9 samples/s +Step 39120/44000 | Loss: 2.8654 | LR: 1.55e-05 | 2261.3ms/step | 8.8 samples/s +Step 39130/44000 | Loss: 2.8868 | LR: 1.55e-05 | 2239.3ms/step | 8.9 samples/s +Step 39140/44000 | Loss: 2.8701 | LR: 1.54e-05 | 2246.9ms/step | 8.9 samples/s +Step 39150/44000 | Loss: 2.9081 | LR: 1.54e-05 | 2223.6ms/step | 9.0 samples/s +Step 39160/44000 | Loss: 2.9316 | LR: 1.53e-05 | 2239.6ms/step | 8.9 samples/s +Step 39170/44000 | Loss: 2.8325 | LR: 1.52e-05 | 2261.3ms/step | 8.8 samples/s +Step 39180/44000 | Loss: 2.8422 | LR: 1.52e-05 | 2255.1ms/step | 8.9 samples/s +Step 39190/44000 | Loss: 2.8776 | LR: 1.51e-05 | 2265.4ms/step | 8.8 samples/s +Step 39200/44000 | Loss: 2.9081 | LR: 1.50e-05 | 2285.0ms/step | 8.8 samples/s +Step 39210/44000 | Loss: 2.8907 | LR: 1.50e-05 | 2294.2ms/step | 8.7 samples/s +Step 39220/44000 | Loss: 2.8959 | LR: 1.49e-05 | 2261.4ms/step | 8.8 samples/s +Step 39230/44000 | Loss: 2.8425 | LR: 1.49e-05 | 2285.2ms/step | 8.8 samples/s +Step 39240/44000 | Loss: 2.8502 | LR: 1.48e-05 | 2249.0ms/step | 8.9 samples/s +Step 39250/44000 | Loss: 2.8808 | LR: 1.47e-05 | 2273.2ms/step | 8.8 samples/s +Step 39260/44000 | Loss: 2.8489 | LR: 1.47e-05 | 2275.5ms/step | 8.8 samples/s +Step 39270/44000 | Loss: 2.9078 | LR: 1.46e-05 | 2249.4ms/step | 8.9 samples/s +Step 39280/44000 | Loss: 2.8136 | LR: 1.46e-05 | 2305.9ms/step | 8.7 samples/s +Step 39290/44000 | Loss: 2.9186 | LR: 1.45e-05 | 2273.0ms/step | 8.8 samples/s +Step 39300/44000 | Loss: 2.8624 | LR: 1.44e-05 | 2267.5ms/step | 8.8 samples/s +Step 39310/44000 | Loss: 2.8617 | LR: 1.44e-05 | 2277.6ms/step | 8.8 samples/s +Step 39320/44000 | Loss: 2.8343 | LR: 1.43e-05 | 2235.1ms/step | 8.9 samples/s +Step 39330/44000 | Loss: 2.8546 | LR: 1.42e-05 | 2256.5ms/step | 8.9 samples/s +Step 39340/44000 | Loss: 2.9024 | LR: 1.42e-05 | 2242.9ms/step | 8.9 samples/s +Step 39350/44000 | Loss: 2.8785 | LR: 1.41e-05 | 2275.8ms/step | 8.8 samples/s +Step 39360/44000 | Loss: 2.8636 | LR: 1.41e-05 | 2283.3ms/step | 8.8 samples/s +Step 39370/44000 | Loss: 2.8393 | LR: 1.40e-05 | 2281.4ms/step | 8.8 samples/s +Step 39380/44000 | Loss: 2.9373 | LR: 1.39e-05 | 2245.0ms/step | 8.9 samples/s +Step 39390/44000 | Loss: 2.8804 | LR: 1.39e-05 | 2261.2ms/step | 8.8 samples/s +Step 39400/44000 | Loss: 2.9157 | LR: 1.38e-05 | 2296.6ms/step | 8.7 samples/s +Step 39410/44000 | Loss: 2.8670 | LR: 1.38e-05 | 2246.5ms/step | 8.9 samples/s +Step 39420/44000 | Loss: 2.8956 | LR: 1.37e-05 | 2281.7ms/step | 8.8 samples/s +Step 39430/44000 | Loss: 2.8662 | LR: 1.36e-05 | 2269.0ms/step | 8.8 samples/s +Step 39440/44000 | Loss: 2.9171 | LR: 1.36e-05 | 2244.1ms/step | 8.9 samples/s +Step 39450/44000 | Loss: 2.8843 | LR: 1.35e-05 | 2254.7ms/step | 8.9 samples/s +Step 39460/44000 | Loss: 2.8722 | LR: 1.35e-05 | 2244.8ms/step | 8.9 samples/s +Step 39470/44000 | Loss: 2.8523 | LR: 1.34e-05 | 2242.9ms/step | 8.9 samples/s +Step 39480/44000 | Loss: 2.8677 | LR: 1.34e-05 | 2277.6ms/step | 8.8 samples/s +Step 39490/44000 | Loss: 2.9172 | LR: 1.33e-05 | 2257.6ms/step | 8.9 samples/s +Step 39500/44000 | Loss: 2.8887 | LR: 1.32e-05 | 2260.2ms/step | 8.8 samples/s +Step 39510/44000 | Loss: 2.8402 | LR: 1.32e-05 | 2248.4ms/step | 8.9 samples/s +Step 39520/44000 | Loss: 2.9595 | LR: 1.31e-05 | 2274.6ms/step | 8.8 samples/s +Step 39530/44000 | Loss: 2.8771 | LR: 1.31e-05 | 2240.0ms/step | 8.9 samples/s +Step 39540/44000 | Loss: 2.8433 | LR: 1.30e-05 | 2243.5ms/step | 8.9 samples/s +Step 39550/44000 | Loss: 2.8681 | LR: 1.29e-05 | 2236.1ms/step | 8.9 samples/s +Step 39560/44000 | Loss: 2.8748 | LR: 1.29e-05 | 2241.9ms/step | 8.9 samples/s +Step 39570/44000 | Loss: 2.8624 | LR: 1.28e-05 | 2287.3ms/step | 8.7 samples/s +Step 39580/44000 | Loss: 2.9019 | LR: 1.28e-05 | 2231.6ms/step | 9.0 samples/s +Step 39590/44000 | Loss: 2.8580 | LR: 1.27e-05 | 2229.4ms/step | 9.0 samples/s +Step 39600/44000 | Loss: 2.8736 | LR: 1.27e-05 | 2227.0ms/step | 9.0 samples/s +Step 39610/44000 | Loss: 2.9121 | LR: 1.26e-05 | 2244.0ms/step | 8.9 samples/s +Step 39620/44000 | Loss: 2.8868 | LR: 1.25e-05 | 2253.4ms/step | 8.9 samples/s +Step 39630/44000 | Loss: 2.8877 | LR: 1.25e-05 | 2262.0ms/step | 8.8 samples/s +Step 39640/44000 | Loss: 2.8984 | LR: 1.24e-05 | 2265.8ms/step | 8.8 samples/s +Step 39650/44000 | Loss: 2.8955 | LR: 1.24e-05 | 2248.3ms/step | 8.9 samples/s +Step 39660/44000 | Loss: 2.8748 | LR: 1.23e-05 | 2237.7ms/step | 8.9 samples/s +Step 39670/44000 | Loss: 2.9282 | LR: 1.23e-05 | 2299.5ms/step | 8.7 samples/s +Step 39680/44000 | Loss: 2.9138 | LR: 1.22e-05 | 2255.0ms/step | 8.9 samples/s +Step 39690/44000 | Loss: 2.8801 | LR: 1.22e-05 | 2270.2ms/step | 8.8 samples/s +Step 39700/44000 | Loss: 2.8788 | LR: 1.21e-05 | 2267.7ms/step | 8.8 samples/s +Step 39710/44000 | Loss: 2.9025 | LR: 1.20e-05 | 2282.2ms/step | 8.8 samples/s +Step 39720/44000 | Loss: 2.8753 | LR: 1.20e-05 | 2242.5ms/step | 8.9 samples/s +Step 39730/44000 | Loss: 2.9007 | LR: 1.19e-05 | 2268.4ms/step | 8.8 samples/s +Step 39740/44000 | Loss: 2.8772 | LR: 1.19e-05 | 2282.0ms/step | 8.8 samples/s +Step 39750/44000 | Loss: 2.8363 | LR: 1.18e-05 | 2291.2ms/step | 8.7 samples/s +Step 39760/44000 | Loss: 2.8859 | LR: 1.18e-05 | 2259.5ms/step | 8.9 samples/s +Step 39770/44000 | Loss: 2.9014 | LR: 1.17e-05 | 2297.6ms/step | 8.7 samples/s +Step 39780/44000 | Loss: 2.9075 | LR: 1.17e-05 | 2291.8ms/step | 8.7 samples/s +Step 39790/44000 | Loss: 2.8794 | LR: 1.16e-05 | 2272.9ms/step | 8.8 samples/s +Step 39800/44000 | Loss: 2.8952 | LR: 1.15e-05 | 2282.0ms/step | 8.8 samples/s +Step 39810/44000 | Loss: 2.8633 | LR: 1.15e-05 | 2249.1ms/step | 8.9 samples/s +Step 39820/44000 | Loss: 2.8618 | LR: 1.14e-05 | 2294.8ms/step | 8.7 samples/s +Step 39830/44000 | Loss: 2.8925 | LR: 1.14e-05 | 2265.4ms/step | 8.8 samples/s +Step 39840/44000 | Loss: 2.9101 | LR: 1.13e-05 | 2242.4ms/step | 8.9 samples/s +Step 39850/44000 | Loss: 2.8573 | LR: 1.13e-05 | 2253.3ms/step | 8.9 samples/s +Step 39860/44000 | Loss: 2.8418 | LR: 1.12e-05 | 2274.3ms/step | 8.8 samples/s +Step 39870/44000 | Loss: 2.8860 | LR: 1.12e-05 | 2289.9ms/step | 8.7 samples/s +Step 39880/44000 | Loss: 2.8821 | LR: 1.11e-05 | 2269.2ms/step | 8.8 samples/s +Step 39890/44000 | Loss: 2.9048 | LR: 1.11e-05 | 2279.5ms/step | 8.8 samples/s +Step 39900/44000 | Loss: 2.8689 | LR: 1.10e-05 | 2242.9ms/step | 8.9 samples/s +Step 39910/44000 | Loss: 2.9014 | LR: 1.10e-05 | 2264.1ms/step | 8.8 samples/s +Step 39920/44000 | Loss: 2.8818 | LR: 1.09e-05 | 2284.9ms/step | 8.8 samples/s +Step 39930/44000 | Loss: 2.8786 | LR: 1.08e-05 | 2268.0ms/step | 8.8 samples/s +Step 39940/44000 | Loss: 2.8366 | LR: 1.08e-05 | 2255.5ms/step | 8.9 samples/s +Step 39950/44000 | Loss: 2.8262 | LR: 1.07e-05 | 2259.3ms/step | 8.9 samples/s +Step 39960/44000 | Loss: 2.8858 | LR: 1.07e-05 | 2239.5ms/step | 8.9 samples/s +Step 39970/44000 | Loss: 2.8668 | LR: 1.06e-05 | 2275.4ms/step | 8.8 samples/s +Step 39980/44000 | Loss: 2.8536 | LR: 1.06e-05 | 2248.0ms/step | 8.9 samples/s +Step 39990/44000 | Loss: 2.8895 | LR: 1.05e-05 | 2299.7ms/step | 8.7 samples/s +Step 40000/44000 | Loss: 2.8813 | LR: 1.05e-05 | 2279.5ms/step | 8.8 samples/s +Validation at step 40000: Loss = 2.8731, Perplexity = 17.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-40000 +Step 40010/44000 | Loss: 2.8928 | LR: 1.04e-05 | 4532.9ms/step | 4.4 samples/s +Step 40020/44000 | Loss: 2.8936 | LR: 1.04e-05 | 2252.2ms/step | 8.9 samples/s +Step 40030/44000 | Loss: 2.8776 | LR: 1.03e-05 | 2261.6ms/step | 8.8 samples/s +Step 40040/44000 | Loss: 2.8929 | LR: 1.03e-05 | 2257.1ms/step | 8.9 samples/s +Step 40050/44000 | Loss: 2.8957 | LR: 1.02e-05 | 2264.9ms/step | 8.8 samples/s +Step 40060/44000 | Loss: 2.8910 | LR: 1.02e-05 | 2267.9ms/step | 8.8 samples/s +Step 40070/44000 | Loss: 2.9171 | LR: 1.01e-05 | 2260.4ms/step | 8.8 samples/s +Step 40080/44000 | Loss: 2.8551 | LR: 1.01e-05 | 2253.2ms/step | 8.9 samples/s +Step 40090/44000 | Loss: 2.8987 | LR: 1.00e-05 | 2290.5ms/step | 8.7 samples/s +Step 40100/44000 | Loss: 2.8678 | LR: 9.96e-06 | 2253.0ms/step | 8.9 samples/s +Step 40110/44000 | Loss: 2.8990 | LR: 9.91e-06 | 2270.0ms/step | 8.8 samples/s +Step 40120/44000 | Loss: 2.8733 | LR: 9.86e-06 | 2256.4ms/step | 8.9 samples/s +Step 40130/44000 | Loss: 2.8552 | LR: 9.81e-06 | 2288.4ms/step | 8.7 samples/s +Step 40140/44000 | Loss: 2.9044 | LR: 9.76e-06 | 2264.0ms/step | 8.8 samples/s +Step 40150/44000 | Loss: 2.8963 | LR: 9.71e-06 | 2253.9ms/step | 8.9 samples/s +Step 40160/44000 | Loss: 2.8860 | LR: 9.66e-06 | 2249.8ms/step | 8.9 samples/s +Step 40170/44000 | Loss: 2.8712 | LR: 9.61e-06 | 2274.4ms/step | 8.8 samples/s +Step 40180/44000 | Loss: 2.8590 | LR: 9.56e-06 | 2276.3ms/step | 8.8 samples/s +Step 40190/44000 | Loss: 2.8864 | LR: 9.51e-06 | 2267.8ms/step | 8.8 samples/s +Step 40200/44000 | Loss: 2.8753 | LR: 9.46e-06 | 2317.2ms/step | 8.6 samples/s +Step 40210/44000 | Loss: 2.8385 | LR: 9.41e-06 | 2262.1ms/step | 8.8 samples/s +Step 40220/44000 | Loss: 2.8755 | LR: 9.36e-06 | 2249.9ms/step | 8.9 samples/s +Step 40230/44000 | Loss: 2.8799 | LR: 9.32e-06 | 2256.4ms/step | 8.9 samples/s +Step 40240/44000 | Loss: 2.8024 | LR: 9.27e-06 | 2268.7ms/step | 8.8 samples/s +Step 40250/44000 | Loss: 2.8410 | LR: 9.22e-06 | 2264.3ms/step | 8.8 samples/s +Step 40260/44000 | Loss: 2.8882 | LR: 9.17e-06 | 2281.5ms/step | 8.8 samples/s +Step 40270/44000 | Loss: 2.8989 | LR: 9.12e-06 | 2250.9ms/step | 8.9 samples/s +Step 40280/44000 | Loss: 2.9121 | LR: 9.07e-06 | 2239.3ms/step | 8.9 samples/s +Step 40290/44000 | Loss: 2.8454 | LR: 9.02e-06 | 2265.0ms/step | 8.8 samples/s +Step 40300/44000 | Loss: 2.8568 | LR: 8.97e-06 | 2253.9ms/step | 8.9 samples/s +Step 40310/44000 | Loss: 2.8860 | LR: 8.93e-06 | 2274.5ms/step | 8.8 samples/s +Step 40320/44000 | Loss: 2.9127 | LR: 8.88e-06 | 2251.9ms/step | 8.9 samples/s +Step 40330/44000 | Loss: 2.8774 | LR: 8.83e-06 | 2245.3ms/step | 8.9 samples/s +Step 40340/44000 | Loss: 2.8970 | LR: 8.78e-06 | 2271.3ms/step | 8.8 samples/s +Step 40350/44000 | Loss: 2.9050 | LR: 8.74e-06 | 2270.2ms/step | 8.8 samples/s +Step 40360/44000 | Loss: 2.8488 | LR: 8.69e-06 | 2249.6ms/step | 8.9 samples/s +Step 40370/44000 | Loss: 2.9214 | LR: 8.64e-06 | 2233.1ms/step | 9.0 samples/s +Step 40380/44000 | Loss: 2.8836 | LR: 8.59e-06 | 2258.4ms/step | 8.9 samples/s +Step 40390/44000 | Loss: 2.8678 | LR: 8.55e-06 | 2254.0ms/step | 8.9 samples/s +Step 40400/44000 | Loss: 2.8925 | LR: 8.50e-06 | 2238.5ms/step | 8.9 samples/s +Step 40410/44000 | Loss: 2.8604 | LR: 8.45e-06 | 2236.0ms/step | 8.9 samples/s +Step 40420/44000 | Loss: 2.8972 | LR: 8.41e-06 | 2266.6ms/step | 8.8 samples/s +Step 40430/44000 | Loss: 2.8879 | LR: 8.36e-06 | 2255.3ms/step | 8.9 samples/s +Step 40440/44000 | Loss: 2.9054 | LR: 8.31e-06 | 2273.1ms/step | 8.8 samples/s +Step 40450/44000 | Loss: 2.8236 | LR: 8.27e-06 | 2265.6ms/step | 8.8 samples/s +Step 40460/44000 | Loss: 2.8159 | LR: 8.22e-06 | 2251.9ms/step | 8.9 samples/s +Step 40470/44000 | Loss: 2.9263 | LR: 8.17e-06 | 2258.6ms/step | 8.9 samples/s +Step 40480/44000 | Loss: 2.8818 | LR: 8.13e-06 | 2291.3ms/step | 8.7 samples/s +Step 40490/44000 | Loss: 2.9109 | LR: 8.08e-06 | 2262.9ms/step | 8.8 samples/s +Step 40500/44000 | Loss: 2.9415 | LR: 8.04e-06 | 2256.6ms/step | 8.9 samples/s +Step 40510/44000 | Loss: 2.8599 | LR: 7.99e-06 | 2261.7ms/step | 8.8 samples/s +Step 40520/44000 | Loss: 2.8529 | LR: 7.94e-06 | 2257.7ms/step | 8.9 samples/s +Step 40530/44000 | Loss: 2.8741 | LR: 7.90e-06 | 2243.5ms/step | 8.9 samples/s +Step 40540/44000 | Loss: 2.8769 | LR: 7.85e-06 | 2285.5ms/step | 8.8 samples/s +Step 40550/44000 | Loss: 2.8500 | LR: 7.81e-06 | 2277.3ms/step | 8.8 samples/s +Step 40560/44000 | Loss: 2.8920 | LR: 7.76e-06 | 2256.6ms/step | 8.9 samples/s +Step 40570/44000 | Loss: 2.8720 | LR: 7.72e-06 | 2258.9ms/step | 8.9 samples/s +Step 40580/44000 | Loss: 2.9108 | LR: 7.67e-06 | 2248.4ms/step | 8.9 samples/s +Step 40590/44000 | Loss: 2.8869 | LR: 7.63e-06 | 2243.3ms/step | 8.9 samples/s +Step 40600/44000 | Loss: 2.8827 | LR: 7.59e-06 | 2252.0ms/step | 8.9 samples/s +Step 40610/44000 | Loss: 2.9113 | LR: 7.54e-06 | 2301.0ms/step | 8.7 samples/s +Step 40620/44000 | Loss: 2.8556 | LR: 7.50e-06 | 2265.5ms/step | 8.8 samples/s +Step 40630/44000 | Loss: 2.8826 | LR: 7.45e-06 | 2295.2ms/step | 8.7 samples/s +Step 40640/44000 | Loss: 2.8633 | LR: 7.41e-06 | 2251.3ms/step | 8.9 samples/s +Step 40650/44000 | Loss: 2.8818 | LR: 7.37e-06 | 2265.2ms/step | 8.8 samples/s +Step 40660/44000 | Loss: 2.9023 | LR: 7.32e-06 | 2263.3ms/step | 8.8 samples/s +Step 40670/44000 | Loss: 2.9198 | LR: 7.28e-06 | 2247.6ms/step | 8.9 samples/s +Step 40680/44000 | Loss: 2.8771 | LR: 7.23e-06 | 2247.6ms/step | 8.9 samples/s +Step 40690/44000 | Loss: 2.9100 | LR: 7.19e-06 | 2284.0ms/step | 8.8 samples/s +Step 40700/44000 | Loss: 2.8679 | LR: 7.15e-06 | 2272.2ms/step | 8.8 samples/s +Step 40710/44000 | Loss: 2.8876 | LR: 7.10e-06 | 2259.7ms/step | 8.9 samples/s +Step 40720/44000 | Loss: 2.8426 | LR: 7.06e-06 | 2248.8ms/step | 8.9 samples/s +Step 40730/44000 | Loss: 2.8700 | LR: 7.02e-06 | 2291.4ms/step | 8.7 samples/s +Step 40740/44000 | Loss: 2.9060 | LR: 6.98e-06 | 2265.3ms/step | 8.8 samples/s +Step 40750/44000 | Loss: 2.8559 | LR: 6.93e-06 | 2266.9ms/step | 8.8 samples/s +Step 40760/44000 | Loss: 2.8666 | LR: 6.89e-06 | 2238.8ms/step | 8.9 samples/s +Step 40770/44000 | Loss: 2.8776 | LR: 6.85e-06 | 2279.3ms/step | 8.8 samples/s +Step 40780/44000 | Loss: 2.8517 | LR: 6.81e-06 | 2263.7ms/step | 8.8 samples/s +Step 40790/44000 | Loss: 2.8820 | LR: 6.77e-06 | 2244.5ms/step | 8.9 samples/s +Step 40800/44000 | Loss: 2.9321 | LR: 6.72e-06 | 2264.2ms/step | 8.8 samples/s +Step 40810/44000 | Loss: 2.8975 | LR: 6.68e-06 | 2251.2ms/step | 8.9 samples/s +Step 40820/44000 | Loss: 2.8563 | LR: 6.64e-06 | 2278.7ms/step | 8.8 samples/s +Step 40830/44000 | Loss: 2.9121 | LR: 6.60e-06 | 2267.7ms/step | 8.8 samples/s +Step 40840/44000 | Loss: 2.9074 | LR: 6.56e-06 | 2243.8ms/step | 8.9 samples/s +Step 40850/44000 | Loss: 2.8799 | LR: 6.52e-06 | 2243.0ms/step | 8.9 samples/s +Step 40860/44000 | Loss: 2.8766 | LR: 6.47e-06 | 2257.8ms/step | 8.9 samples/s +Step 40870/44000 | Loss: 2.8843 | LR: 6.43e-06 | 2242.6ms/step | 8.9 samples/s +Step 40880/44000 | Loss: 2.9346 | LR: 6.39e-06 | 2273.0ms/step | 8.8 samples/s +Step 40890/44000 | Loss: 2.9338 | LR: 6.35e-06 | 2265.7ms/step | 8.8 samples/s +Step 40900/44000 | Loss: 2.8727 | LR: 6.31e-06 | 2246.9ms/step | 8.9 samples/s +Step 40910/44000 | Loss: 2.9187 | LR: 6.27e-06 | 2249.1ms/step | 8.9 samples/s +Step 40920/44000 | Loss: 2.8723 | LR: 6.23e-06 | 2275.1ms/step | 8.8 samples/s +Step 40930/44000 | Loss: 2.9351 | LR: 6.19e-06 | 2252.6ms/step | 8.9 samples/s +Step 40940/44000 | Loss: 2.8725 | LR: 6.15e-06 | 2263.4ms/step | 8.8 samples/s +Step 40950/44000 | Loss: 2.9030 | LR: 6.11e-06 | 2263.0ms/step | 8.8 samples/s +Step 40960/44000 | Loss: 2.9063 | LR: 6.07e-06 | 2258.2ms/step | 8.9 samples/s +Step 40970/44000 | Loss: 2.8827 | LR: 6.03e-06 | 2276.2ms/step | 8.8 samples/s +Step 40980/44000 | Loss: 2.9322 | LR: 5.99e-06 | 2233.8ms/step | 9.0 samples/s +Step 40990/44000 | Loss: 2.8682 | LR: 5.95e-06 | 2268.6ms/step | 8.8 samples/s +Step 41000/44000 | Loss: 2.8806 | LR: 5.91e-06 | 2271.8ms/step | 8.8 samples/s +Validation at step 41000: Loss = 2.8730, Perplexity = 17.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-41000 +Step 41010/44000 | Loss: 2.8612 | LR: 5.87e-06 | 4675.5ms/step | 4.3 samples/s +Step 41020/44000 | Loss: 2.8607 | LR: 5.83e-06 | 2097.6ms/step | 9.5 samples/s +Step 41030/44000 | Loss: 2.8879 | LR: 5.80e-06 | 2243.3ms/step | 8.9 samples/s +Step 41040/44000 | Loss: 2.8489 | LR: 5.76e-06 | 2252.0ms/step | 8.9 samples/s +Step 41050/44000 | Loss: 2.8646 | LR: 5.72e-06 | 2268.4ms/step | 8.8 samples/s +Step 41060/44000 | Loss: 2.8760 | LR: 5.68e-06 | 2279.9ms/step | 8.8 samples/s +Step 41070/44000 | Loss: 2.9200 | LR: 5.64e-06 | 2256.6ms/step | 8.9 samples/s +Step 41080/44000 | Loss: 2.9051 | LR: 5.60e-06 | 2254.3ms/step | 8.9 samples/s +Step 41090/44000 | Loss: 2.8795 | LR: 5.56e-06 | 2227.2ms/step | 9.0 samples/s +Step 41100/44000 | Loss: 2.9308 | LR: 5.53e-06 | 2248.2ms/step | 8.9 samples/s +Step 41110/44000 | Loss: 2.8634 | LR: 5.49e-06 | 2216.3ms/step | 9.0 samples/s +Step 41120/44000 | Loss: 2.8588 | LR: 5.45e-06 | 2267.9ms/step | 8.8 samples/s +Step 41130/44000 | Loss: 2.8817 | LR: 5.41e-06 | 2274.2ms/step | 8.8 samples/s +Step 41140/44000 | Loss: 2.9118 | LR: 5.38e-06 | 2316.2ms/step | 8.6 samples/s +Step 41150/44000 | Loss: 2.8928 | LR: 5.34e-06 | 2268.7ms/step | 8.8 samples/s +Step 41160/44000 | Loss: 2.9040 | LR: 5.30e-06 | 2258.6ms/step | 8.9 samples/s +Step 41170/44000 | Loss: 2.8650 | LR: 5.26e-06 | 2310.5ms/step | 8.7 samples/s +Step 41180/44000 | Loss: 2.9298 | LR: 5.23e-06 | 2264.3ms/step | 8.8 samples/s +Step 41190/44000 | Loss: 2.8505 | LR: 5.19e-06 | 2309.9ms/step | 8.7 samples/s +Step 41200/44000 | Loss: 2.9178 | LR: 5.15e-06 | 2274.4ms/step | 8.8 samples/s +Step 41210/44000 | Loss: 2.8675 | LR: 5.12e-06 | 2298.4ms/step | 8.7 samples/s +Step 41220/44000 | Loss: 2.8950 | LR: 5.08e-06 | 2254.8ms/step | 8.9 samples/s +Step 41230/44000 | Loss: 2.8677 | LR: 5.04e-06 | 2284.9ms/step | 8.8 samples/s +Step 41240/44000 | Loss: 2.8913 | LR: 5.01e-06 | 2289.7ms/step | 8.7 samples/s +Step 41250/44000 | Loss: 2.8907 | LR: 4.97e-06 | 2273.9ms/step | 8.8 samples/s +Step 41260/44000 | Loss: 2.8784 | LR: 4.94e-06 | 2280.9ms/step | 8.8 samples/s +Step 41270/44000 | Loss: 2.8474 | LR: 4.90e-06 | 2242.4ms/step | 8.9 samples/s +Step 41280/44000 | Loss: 2.8973 | LR: 4.86e-06 | 2275.6ms/step | 8.8 samples/s +Step 41290/44000 | Loss: 2.9006 | LR: 4.83e-06 | 2273.6ms/step | 8.8 samples/s +Step 41300/44000 | Loss: 2.8711 | LR: 4.79e-06 | 2300.9ms/step | 8.7 samples/s +Step 41310/44000 | Loss: 2.8831 | LR: 4.76e-06 | 2279.4ms/step | 8.8 samples/s +Step 41320/44000 | Loss: 2.8977 | LR: 4.72e-06 | 2294.9ms/step | 8.7 samples/s +Step 41330/44000 | Loss: 2.8843 | LR: 4.69e-06 | 2257.6ms/step | 8.9 samples/s +Step 41340/44000 | Loss: 2.8664 | LR: 4.65e-06 | 2271.7ms/step | 8.8 samples/s +Step 41350/44000 | Loss: 2.9184 | LR: 4.62e-06 | 2283.1ms/step | 8.8 samples/s +Step 41360/44000 | Loss: 2.8780 | LR: 4.58e-06 | 2273.0ms/step | 8.8 samples/s +Step 41370/44000 | Loss: 2.8530 | LR: 4.55e-06 | 2291.2ms/step | 8.7 samples/s +Step 41380/44000 | Loss: 2.8861 | LR: 4.51e-06 | 2289.6ms/step | 8.7 samples/s +Step 41390/44000 | Loss: 2.8766 | LR: 4.48e-06 | 2258.5ms/step | 8.9 samples/s +Step 41400/44000 | Loss: 2.8673 | LR: 4.45e-06 | 2306.7ms/step | 8.7 samples/s +Step 41410/44000 | Loss: 2.8509 | LR: 4.41e-06 | 2285.5ms/step | 8.8 samples/s +Step 41420/44000 | Loss: 2.8728 | LR: 4.38e-06 | 2266.9ms/step | 8.8 samples/s +Step 41430/44000 | Loss: 2.8522 | LR: 4.34e-06 | 2282.6ms/step | 8.8 samples/s +Step 41440/44000 | Loss: 2.8485 | LR: 4.31e-06 | 2290.2ms/step | 8.7 samples/s +Step 41450/44000 | Loss: 2.8506 | LR: 4.28e-06 | 2295.7ms/step | 8.7 samples/s +Step 41460/44000 | Loss: 2.8994 | LR: 4.24e-06 | 2266.1ms/step | 8.8 samples/s +Step 41470/44000 | Loss: 2.8962 | LR: 4.21e-06 | 2258.7ms/step | 8.9 samples/s +Step 41480/44000 | Loss: 2.8638 | LR: 4.18e-06 | 2269.5ms/step | 8.8 samples/s +Step 41490/44000 | Loss: 2.8598 | LR: 4.14e-06 | 2259.7ms/step | 8.9 samples/s +Step 41500/44000 | Loss: 2.8746 | LR: 4.11e-06 | 2256.4ms/step | 8.9 samples/s +Step 41510/44000 | Loss: 2.8892 | LR: 4.08e-06 | 2278.5ms/step | 8.8 samples/s +Step 41520/44000 | Loss: 2.8790 | LR: 4.05e-06 | 2261.2ms/step | 8.8 samples/s +Step 41530/44000 | Loss: 2.9012 | LR: 4.01e-06 | 2296.3ms/step | 8.7 samples/s +Step 41540/44000 | Loss: 2.8938 | LR: 3.98e-06 | 2254.1ms/step | 8.9 samples/s +Step 41550/44000 | Loss: 2.8692 | LR: 3.95e-06 | 2274.1ms/step | 8.8 samples/s +Step 41560/44000 | Loss: 2.8824 | LR: 3.92e-06 | 2274.1ms/step | 8.8 samples/s +Step 41570/44000 | Loss: 2.8739 | LR: 3.88e-06 | 2269.9ms/step | 8.8 samples/s +Step 41580/44000 | Loss: 2.8609 | LR: 3.85e-06 | 2273.1ms/step | 8.8 samples/s +Step 41590/44000 | Loss: 2.8939 | LR: 3.82e-06 | 2293.2ms/step | 8.7 samples/s +Step 41600/44000 | Loss: 2.8474 | LR: 3.79e-06 | 2286.2ms/step | 8.7 samples/s +Step 41610/44000 | Loss: 2.9054 | LR: 3.76e-06 | 2343.3ms/step | 8.5 samples/s +Step 41620/44000 | Loss: 2.8494 | LR: 3.73e-06 | 2289.2ms/step | 8.7 samples/s +Step 41630/44000 | Loss: 2.8300 | LR: 3.70e-06 | 2253.7ms/step | 8.9 samples/s +Step 41640/44000 | Loss: 2.8857 | LR: 3.66e-06 | 2295.7ms/step | 8.7 samples/s +Step 41650/44000 | Loss: 2.8934 | LR: 3.63e-06 | 2293.9ms/step | 8.7 samples/s +Step 41660/44000 | Loss: 2.8804 | LR: 3.60e-06 | 2290.2ms/step | 8.7 samples/s +Step 41670/44000 | Loss: 2.8287 | LR: 3.57e-06 | 2279.7ms/step | 8.8 samples/s +Step 41680/44000 | Loss: 2.8742 | LR: 3.54e-06 | 2309.6ms/step | 8.7 samples/s +Step 41690/44000 | Loss: 2.8595 | LR: 3.51e-06 | 2317.8ms/step | 8.6 samples/s +Step 41700/44000 | Loss: 2.8954 | LR: 3.48e-06 | 2300.8ms/step | 8.7 samples/s +Step 41710/44000 | Loss: 2.8432 | LR: 3.45e-06 | 2297.7ms/step | 8.7 samples/s +Step 41720/44000 | Loss: 2.8654 | LR: 3.42e-06 | 2304.5ms/step | 8.7 samples/s +Step 41730/44000 | Loss: 2.9165 | LR: 3.39e-06 | 2267.0ms/step | 8.8 samples/s +Step 41740/44000 | Loss: 2.9199 | LR: 3.36e-06 | 2259.7ms/step | 8.9 samples/s +Step 41750/44000 | Loss: 2.8535 | LR: 3.33e-06 | 2300.0ms/step | 8.7 samples/s +Step 41760/44000 | Loss: 2.9121 | LR: 3.30e-06 | 2304.9ms/step | 8.7 samples/s +Step 41770/44000 | Loss: 2.8268 | LR: 3.27e-06 | 2268.4ms/step | 8.8 samples/s +Step 41780/44000 | Loss: 2.8665 | LR: 3.24e-06 | 2271.3ms/step | 8.8 samples/s +Step 41790/44000 | Loss: 2.8970 | LR: 3.21e-06 | 2260.9ms/step | 8.8 samples/s +Step 41800/44000 | Loss: 2.8535 | LR: 3.19e-06 | 2288.2ms/step | 8.7 samples/s +Step 41810/44000 | Loss: 2.8583 | LR: 3.16e-06 | 2248.7ms/step | 8.9 samples/s +Step 41820/44000 | Loss: 2.9127 | LR: 3.13e-06 | 2252.7ms/step | 8.9 samples/s +Step 41830/44000 | Loss: 2.8485 | LR: 3.10e-06 | 2273.9ms/step | 8.8 samples/s +Step 41840/44000 | Loss: 2.8478 | LR: 3.07e-06 | 2310.8ms/step | 8.7 samples/s +Step 41850/44000 | Loss: 2.8924 | LR: 3.04e-06 | 2310.7ms/step | 8.7 samples/s +Step 41860/44000 | Loss: 2.8636 | LR: 3.01e-06 | 2276.6ms/step | 8.8 samples/s +Step 41870/44000 | Loss: 2.8624 | LR: 2.99e-06 | 2281.3ms/step | 8.8 samples/s +Step 41880/44000 | Loss: 2.9188 | LR: 2.96e-06 | 2306.3ms/step | 8.7 samples/s +Step 41890/44000 | Loss: 2.8467 | LR: 2.93e-06 | 2271.9ms/step | 8.8 samples/s +Step 41900/44000 | Loss: 2.8413 | LR: 2.90e-06 | 2271.5ms/step | 8.8 samples/s +Step 41910/44000 | Loss: 2.8904 | LR: 2.88e-06 | 2274.0ms/step | 8.8 samples/s +Step 41920/44000 | Loss: 2.8912 | LR: 2.85e-06 | 2274.8ms/step | 8.8 samples/s +Step 41930/44000 | Loss: 2.8711 | LR: 2.82e-06 | 2285.1ms/step | 8.8 samples/s +Step 41940/44000 | Loss: 2.8676 | LR: 2.79e-06 | 2289.4ms/step | 8.7 samples/s +Step 41950/44000 | Loss: 2.8565 | LR: 2.77e-06 | 2286.9ms/step | 8.7 samples/s +Step 41960/44000 | Loss: 2.8828 | LR: 2.74e-06 | 2271.4ms/step | 8.8 samples/s +Step 41970/44000 | Loss: 2.8766 | LR: 2.71e-06 | 2284.7ms/step | 8.8 samples/s +Step 41980/44000 | Loss: 2.8490 | LR: 2.69e-06 | 2301.6ms/step | 8.7 samples/s +Step 41990/44000 | Loss: 2.8189 | LR: 2.66e-06 | 2294.7ms/step | 8.7 samples/s +Step 42000/44000 | Loss: 2.9134 | LR: 2.63e-06 | 2279.5ms/step | 8.8 samples/s +Validation at step 42000: Loss = 2.8730, Perplexity = 17.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-42000 +Step 42010/44000 | Loss: 2.9071 | LR: 2.61e-06 | 4752.0ms/step | 4.2 samples/s +Step 42020/44000 | Loss: 2.8885 | LR: 2.58e-06 | 2265.5ms/step | 8.8 samples/s +Step 42030/44000 | Loss: 2.8997 | LR: 2.56e-06 | 2111.4ms/step | 9.5 samples/s +Step 42040/44000 | Loss: 2.8782 | LR: 2.53e-06 | 2284.6ms/step | 8.8 samples/s +Step 42050/44000 | Loss: 2.9189 | LR: 2.50e-06 | 2274.5ms/step | 8.8 samples/s +Step 42060/44000 | Loss: 2.9161 | LR: 2.48e-06 | 2292.8ms/step | 8.7 samples/s +Step 42070/44000 | Loss: 2.8605 | LR: 2.45e-06 | 2311.1ms/step | 8.7 samples/s +Step 42080/44000 | Loss: 2.8767 | LR: 2.43e-06 | 2285.5ms/step | 8.8 samples/s +Step 42090/44000 | Loss: 2.8843 | LR: 2.40e-06 | 2275.6ms/step | 8.8 samples/s +Step 42100/44000 | Loss: 2.9030 | LR: 2.38e-06 | 2300.1ms/step | 8.7 samples/s +Step 42110/44000 | Loss: 2.8835 | LR: 2.35e-06 | 2301.0ms/step | 8.7 samples/s +Step 42120/44000 | Loss: 2.8668 | LR: 2.33e-06 | 2295.1ms/step | 8.7 samples/s +Step 42130/44000 | Loss: 2.8936 | LR: 2.30e-06 | 2305.4ms/step | 8.7 samples/s +Step 42140/44000 | Loss: 2.8762 | LR: 2.28e-06 | 2274.9ms/step | 8.8 samples/s +Step 42150/44000 | Loss: 2.8447 | LR: 2.25e-06 | 2284.3ms/step | 8.8 samples/s +Step 42160/44000 | Loss: 2.8537 | LR: 2.23e-06 | 2306.3ms/step | 8.7 samples/s +Step 42170/44000 | Loss: 2.8447 | LR: 2.21e-06 | 2284.3ms/step | 8.8 samples/s +Step 42180/44000 | Loss: 2.8715 | LR: 2.18e-06 | 2266.6ms/step | 8.8 samples/s +Step 42190/44000 | Loss: 2.8398 | LR: 2.16e-06 | 2290.3ms/step | 8.7 samples/s +Step 42200/44000 | Loss: 2.8749 | LR: 2.13e-06 | 2308.0ms/step | 8.7 samples/s +Step 42210/44000 | Loss: 2.8890 | LR: 2.11e-06 | 2267.3ms/step | 8.8 samples/s +Step 42220/44000 | Loss: 2.8571 | LR: 2.09e-06 | 2284.9ms/step | 8.8 samples/s +Step 42230/44000 | Loss: 2.8856 | LR: 2.06e-06 | 2281.2ms/step | 8.8 samples/s +Step 42240/44000 | Loss: 2.8649 | LR: 2.04e-06 | 2261.1ms/step | 8.8 samples/s +Step 42250/44000 | Loss: 2.9159 | LR: 2.02e-06 | 2278.9ms/step | 8.8 samples/s +Step 42260/44000 | Loss: 2.8523 | LR: 1.99e-06 | 2270.7ms/step | 8.8 samples/s +Step 42270/44000 | Loss: 2.9205 | LR: 1.97e-06 | 2285.7ms/step | 8.8 samples/s +Step 42280/44000 | Loss: 2.8588 | LR: 1.95e-06 | 2272.9ms/step | 8.8 samples/s +Step 42290/44000 | Loss: 2.8717 | LR: 1.93e-06 | 2275.8ms/step | 8.8 samples/s +Step 42300/44000 | Loss: 2.9104 | LR: 1.90e-06 | 2317.2ms/step | 8.6 samples/s +Step 42310/44000 | Loss: 2.8432 | LR: 1.88e-06 | 2294.1ms/step | 8.7 samples/s +Step 42320/44000 | Loss: 2.9021 | LR: 1.86e-06 | 2293.6ms/step | 8.7 samples/s +Step 42330/44000 | Loss: 2.9273 | LR: 1.84e-06 | 2268.2ms/step | 8.8 samples/s +Step 42340/44000 | Loss: 2.8967 | LR: 1.82e-06 | 2319.9ms/step | 8.6 samples/s +Step 42350/44000 | Loss: 2.8690 | LR: 1.79e-06 | 2299.8ms/step | 8.7 samples/s +Step 42360/44000 | Loss: 2.8537 | LR: 1.77e-06 | 2309.7ms/step | 8.7 samples/s +Step 42370/44000 | Loss: 2.8728 | LR: 1.75e-06 | 2294.0ms/step | 8.7 samples/s +Step 42380/44000 | Loss: 2.8416 | LR: 1.73e-06 | 2274.9ms/step | 8.8 samples/s +Step 42390/44000 | Loss: 2.9007 | LR: 1.71e-06 | 2314.7ms/step | 8.6 samples/s +Step 42400/44000 | Loss: 2.9037 | LR: 1.69e-06 | 2284.6ms/step | 8.8 samples/s +Step 42410/44000 | Loss: 2.8416 | LR: 1.67e-06 | 2269.7ms/step | 8.8 samples/s +Step 42420/44000 | Loss: 2.8696 | LR: 1.64e-06 | 2283.8ms/step | 8.8 samples/s +Step 42430/44000 | Loss: 2.8714 | LR: 1.62e-06 | 2260.1ms/step | 8.8 samples/s +Step 42440/44000 | Loss: 2.8972 | LR: 1.60e-06 | 2281.9ms/step | 8.8 samples/s +Step 42450/44000 | Loss: 2.8706 | LR: 1.58e-06 | 2252.9ms/step | 8.9 samples/s +Step 42460/44000 | Loss: 2.8248 | LR: 1.56e-06 | 2320.2ms/step | 8.6 samples/s +Step 42470/44000 | Loss: 2.8980 | LR: 1.54e-06 | 2289.4ms/step | 8.7 samples/s +Step 42480/44000 | Loss: 2.8627 | LR: 1.52e-06 | 2261.8ms/step | 8.8 samples/s +Step 42490/44000 | Loss: 2.8997 | LR: 1.50e-06 | 2280.7ms/step | 8.8 samples/s +Step 42500/44000 | Loss: 2.8959 | LR: 1.48e-06 | 2283.5ms/step | 8.8 samples/s +Step 42510/44000 | Loss: 2.8774 | LR: 1.46e-06 | 2288.5ms/step | 8.7 samples/s +Step 42520/44000 | Loss: 2.8910 | LR: 1.44e-06 | 2288.3ms/step | 8.7 samples/s +Step 42530/44000 | Loss: 2.8507 | LR: 1.42e-06 | 2285.3ms/step | 8.8 samples/s +Step 42540/44000 | Loss: 2.8739 | LR: 1.40e-06 | 2289.5ms/step | 8.7 samples/s +Step 42550/44000 | Loss: 2.9057 | LR: 1.39e-06 | 2274.7ms/step | 8.8 samples/s +Step 42560/44000 | Loss: 2.8973 | LR: 1.37e-06 | 2285.8ms/step | 8.7 samples/s +Step 42570/44000 | Loss: 2.8539 | LR: 1.35e-06 | 2279.4ms/step | 8.8 samples/s +Step 42580/44000 | Loss: 2.8884 | LR: 1.33e-06 | 2295.5ms/step | 8.7 samples/s +Step 42590/44000 | Loss: 2.8679 | LR: 1.31e-06 | 2273.1ms/step | 8.8 samples/s +Step 42600/44000 | Loss: 2.8710 | LR: 1.29e-06 | 2254.4ms/step | 8.9 samples/s +Step 42610/44000 | Loss: 2.8919 | LR: 1.27e-06 | 2275.7ms/step | 8.8 samples/s +Step 42620/44000 | Loss: 2.8750 | LR: 1.25e-06 | 2295.4ms/step | 8.7 samples/s +Step 42630/44000 | Loss: 2.9051 | LR: 1.24e-06 | 2308.4ms/step | 8.7 samples/s +Step 42640/44000 | Loss: 2.8969 | LR: 1.22e-06 | 2299.1ms/step | 8.7 samples/s +Step 42650/44000 | Loss: 2.8799 | LR: 1.20e-06 | 2300.2ms/step | 8.7 samples/s +Step 42660/44000 | Loss: 2.9040 | LR: 1.18e-06 | 2294.8ms/step | 8.7 samples/s +Step 42670/44000 | Loss: 2.9022 | LR: 1.17e-06 | 2308.7ms/step | 8.7 samples/s +Step 42680/44000 | Loss: 2.8888 | LR: 1.15e-06 | 2289.7ms/step | 8.7 samples/s +Step 42690/44000 | Loss: 2.9230 | LR: 1.13e-06 | 2290.0ms/step | 8.7 samples/s +Step 42700/44000 | Loss: 2.9102 | LR: 1.11e-06 | 2290.8ms/step | 8.7 samples/s +Step 42710/44000 | Loss: 2.8677 | LR: 1.10e-06 | 2293.5ms/step | 8.7 samples/s +Step 42720/44000 | Loss: 2.8507 | LR: 1.08e-06 | 2305.0ms/step | 8.7 samples/s +Step 42730/44000 | Loss: 2.8834 | LR: 1.06e-06 | 2291.6ms/step | 8.7 samples/s +Step 42740/44000 | Loss: 2.8973 | LR: 1.05e-06 | 2285.7ms/step | 8.7 samples/s +Step 42750/44000 | Loss: 2.8794 | LR: 1.03e-06 | 2275.3ms/step | 8.8 samples/s +Step 42760/44000 | Loss: 2.8387 | LR: 1.01e-06 | 2291.0ms/step | 8.7 samples/s +Step 42770/44000 | Loss: 2.8444 | LR: 9.97e-07 | 2277.6ms/step | 8.8 samples/s +Step 42780/44000 | Loss: 2.8869 | LR: 9.81e-07 | 2281.9ms/step | 8.8 samples/s +Step 42790/44000 | Loss: 2.8491 | LR: 9.65e-07 | 2297.0ms/step | 8.7 samples/s +Step 42800/44000 | Loss: 2.8655 | LR: 9.49e-07 | 2273.7ms/step | 8.8 samples/s +Step 42810/44000 | Loss: 2.9140 | LR: 9.33e-07 | 2259.5ms/step | 8.9 samples/s +Step 42820/44000 | Loss: 2.8964 | LR: 9.18e-07 | 2317.3ms/step | 8.6 samples/s +Step 42830/44000 | Loss: 2.8849 | LR: 9.02e-07 | 2279.7ms/step | 8.8 samples/s +Step 42840/44000 | Loss: 2.9020 | LR: 8.87e-07 | 2280.4ms/step | 8.8 samples/s +Step 42850/44000 | Loss: 2.9176 | LR: 8.72e-07 | 2279.6ms/step | 8.8 samples/s +Step 42860/44000 | Loss: 2.8816 | LR: 8.57e-07 | 2298.7ms/step | 8.7 samples/s +Step 42870/44000 | Loss: 2.8531 | LR: 8.42e-07 | 2285.3ms/step | 8.8 samples/s +Step 42880/44000 | Loss: 2.8261 | LR: 8.27e-07 | 2302.9ms/step | 8.7 samples/s +Step 42890/44000 | Loss: 2.8885 | LR: 8.12e-07 | 2271.6ms/step | 8.8 samples/s +Step 42900/44000 | Loss: 2.8422 | LR: 7.98e-07 | 2266.5ms/step | 8.8 samples/s +Step 42910/44000 | Loss: 2.8509 | LR: 7.83e-07 | 2275.9ms/step | 8.8 samples/s +Step 42920/44000 | Loss: 2.8818 | LR: 7.69e-07 | 2273.9ms/step | 8.8 samples/s +Step 42930/44000 | Loss: 2.8926 | LR: 7.55e-07 | 2243.5ms/step | 8.9 samples/s +Step 42940/44000 | Loss: 2.8476 | LR: 7.41e-07 | 2276.8ms/step | 8.8 samples/s +Step 42950/44000 | Loss: 2.8620 | LR: 7.27e-07 | 2294.6ms/step | 8.7 samples/s +Step 42960/44000 | Loss: 2.8641 | LR: 7.13e-07 | 2304.8ms/step | 8.7 samples/s +Step 42970/44000 | Loss: 2.8910 | LR: 6.99e-07 | 2279.3ms/step | 8.8 samples/s +Step 42980/44000 | Loss: 2.8666 | LR: 6.86e-07 | 2269.2ms/step | 8.8 samples/s +Step 42990/44000 | Loss: 2.8885 | LR: 6.72e-07 | 2265.0ms/step | 8.8 samples/s +Step 43000/44000 | Loss: 2.8804 | LR: 6.59e-07 | 2279.8ms/step | 8.8 samples/s +Validation at step 43000: Loss = 2.8730, Perplexity = 17.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-43000 +Step 43010/44000 | Loss: 2.8439 | LR: 6.46e-07 | 4732.8ms/step | 4.2 samples/s +Step 43020/44000 | Loss: 2.8503 | LR: 6.33e-07 | 2278.4ms/step | 8.8 samples/s +Step 43030/44000 | Loss: 2.8378 | LR: 6.20e-07 | 2285.1ms/step | 8.8 samples/s +Step 43040/44000 | Loss: 2.8800 | LR: 6.08e-07 | 2125.7ms/step | 9.4 samples/s +Step 43050/44000 | Loss: 2.8706 | LR: 5.95e-07 | 2306.2ms/step | 8.7 samples/s +Step 43060/44000 | Loss: 2.9412 | LR: 5.83e-07 | 2290.4ms/step | 8.7 samples/s +Step 43070/44000 | Loss: 2.8930 | LR: 5.70e-07 | 2301.1ms/step | 8.7 samples/s +Step 43080/44000 | Loss: 2.8966 | LR: 5.58e-07 | 2289.6ms/step | 8.7 samples/s +Step 43090/44000 | Loss: 2.9311 | LR: 5.46e-07 | 2296.0ms/step | 8.7 samples/s +Step 43100/44000 | Loss: 2.9347 | LR: 5.34e-07 | 2314.9ms/step | 8.6 samples/s +Step 43110/44000 | Loss: 2.8533 | LR: 5.22e-07 | 2278.9ms/step | 8.8 samples/s +Step 43120/44000 | Loss: 2.8550 | LR: 5.11e-07 | 2257.1ms/step | 8.9 samples/s +Step 43130/44000 | Loss: 2.8915 | LR: 4.99e-07 | 2274.4ms/step | 8.8 samples/s +Step 43140/44000 | Loss: 2.9099 | LR: 4.88e-07 | 2278.4ms/step | 8.8 samples/s +Step 43150/44000 | Loss: 2.8626 | LR: 4.76e-07 | 2295.8ms/step | 8.7 samples/s +Step 43160/44000 | Loss: 2.8515 | LR: 4.65e-07 | 2310.8ms/step | 8.7 samples/s +Step 43170/44000 | Loss: 2.8679 | LR: 4.54e-07 | 2256.3ms/step | 8.9 samples/s +Step 43180/44000 | Loss: 2.8739 | LR: 4.43e-07 | 2295.0ms/step | 8.7 samples/s +Step 43190/44000 | Loss: 2.8784 | LR: 4.33e-07 | 2302.9ms/step | 8.7 samples/s +Step 43200/44000 | Loss: 2.8907 | LR: 4.22e-07 | 2277.9ms/step | 8.8 samples/s +Step 43210/44000 | Loss: 2.8665 | LR: 4.12e-07 | 2301.4ms/step | 8.7 samples/s +Step 43220/44000 | Loss: 2.8912 | LR: 4.01e-07 | 2262.3ms/step | 8.8 samples/s +Step 43230/44000 | Loss: 2.8895 | LR: 3.91e-07 | 2275.9ms/step | 8.8 samples/s +Step 43240/44000 | Loss: 2.8607 | LR: 3.81e-07 | 2303.2ms/step | 8.7 samples/s +Step 43250/44000 | Loss: 2.8897 | LR: 3.71e-07 | 2261.5ms/step | 8.8 samples/s +Step 43260/44000 | Loss: 2.8877 | LR: 3.61e-07 | 2295.6ms/step | 8.7 samples/s +Step 43270/44000 | Loss: 2.8770 | LR: 3.51e-07 | 2279.9ms/step | 8.8 samples/s +Step 43280/44000 | Loss: 2.8599 | LR: 3.42e-07 | 2267.3ms/step | 8.8 samples/s +Step 43290/44000 | Loss: 2.8859 | LR: 3.32e-07 | 2301.5ms/step | 8.7 samples/s +Step 43300/44000 | Loss: 2.8572 | LR: 3.23e-07 | 2302.9ms/step | 8.7 samples/s +Step 43310/44000 | Loss: 2.8773 | LR: 3.14e-07 | 2289.9ms/step | 8.7 samples/s +Step 43320/44000 | Loss: 2.8605 | LR: 3.05e-07 | 2279.6ms/step | 8.8 samples/s +Step 43330/44000 | Loss: 2.8814 | LR: 2.96e-07 | 2270.6ms/step | 8.8 samples/s +Step 43340/44000 | Loss: 2.9204 | LR: 2.87e-07 | 2237.4ms/step | 8.9 samples/s +Step 43350/44000 | Loss: 2.8964 | LR: 2.79e-07 | 2274.4ms/step | 8.8 samples/s +Step 43360/44000 | Loss: 2.8809 | LR: 2.70e-07 | 2257.9ms/step | 8.9 samples/s +Step 43370/44000 | Loss: 2.8933 | LR: 2.62e-07 | 2250.6ms/step | 8.9 samples/s +Step 43380/44000 | Loss: 2.9049 | LR: 2.53e-07 | 2295.3ms/step | 8.7 samples/s +Step 43390/44000 | Loss: 2.8628 | LR: 2.45e-07 | 2289.8ms/step | 8.7 samples/s +Step 43400/44000 | Loss: 2.8815 | LR: 2.37e-07 | 2278.8ms/step | 8.8 samples/s +Step 43410/44000 | Loss: 2.8429 | LR: 2.30e-07 | 2290.7ms/step | 8.7 samples/s +Step 43420/44000 | Loss: 2.8476 | LR: 2.22e-07 | 2306.0ms/step | 8.7 samples/s +Step 43430/44000 | Loss: 2.9331 | LR: 2.14e-07 | 2315.9ms/step | 8.6 samples/s +Step 43440/44000 | Loss: 2.8789 | LR: 2.07e-07 | 2288.7ms/step | 8.7 samples/s +Step 43450/44000 | Loss: 2.8522 | LR: 1.99e-07 | 2279.2ms/step | 8.8 samples/s +Step 43460/44000 | Loss: 2.8798 | LR: 1.92e-07 | 2283.9ms/step | 8.8 samples/s +Step 43470/44000 | Loss: 2.8896 | LR: 1.85e-07 | 2316.7ms/step | 8.6 samples/s +Step 43480/44000 | Loss: 2.8860 | LR: 1.78e-07 | 2278.9ms/step | 8.8 samples/s +Step 43490/44000 | Loss: 2.9009 | LR: 1.72e-07 | 2268.5ms/step | 8.8 samples/s +Step 43500/44000 | Loss: 2.8863 | LR: 1.65e-07 | 2275.0ms/step | 8.8 samples/s +Step 43510/44000 | Loss: 2.8796 | LR: 1.58e-07 | 2271.2ms/step | 8.8 samples/s +Step 43520/44000 | Loss: 2.8967 | LR: 1.52e-07 | 2288.8ms/step | 8.7 samples/s +Step 43530/44000 | Loss: 2.8674 | LR: 1.46e-07 | 2281.6ms/step | 8.8 samples/s +Step 43540/44000 | Loss: 2.8771 | LR: 1.40e-07 | 2314.3ms/step | 8.6 samples/s +Step 43550/44000 | Loss: 2.8807 | LR: 1.34e-07 | 2284.5ms/step | 8.8 samples/s +Step 43560/44000 | Loss: 2.8860 | LR: 1.28e-07 | 2273.7ms/step | 8.8 samples/s +Step 43570/44000 | Loss: 2.9036 | LR: 1.22e-07 | 2280.2ms/step | 8.8 samples/s +Step 43580/44000 | Loss: 2.8739 | LR: 1.16e-07 | 2284.0ms/step | 8.8 samples/s +Step 43590/44000 | Loss: 2.9053 | LR: 1.11e-07 | 2303.3ms/step | 8.7 samples/s +Step 43600/44000 | Loss: 2.8713 | LR: 1.06e-07 | 2277.0ms/step | 8.8 samples/s +Step 43610/44000 | Loss: 2.8310 | LR: 1.00e-07 | 2253.5ms/step | 8.9 samples/s +Step 43620/44000 | Loss: 2.8463 | LR: 9.52e-08 | 2268.9ms/step | 8.8 samples/s +Step 43630/44000 | Loss: 2.8745 | LR: 9.03e-08 | 2290.1ms/step | 8.7 samples/s +Step 43640/44000 | Loss: 2.8667 | LR: 8.55e-08 | 2258.9ms/step | 8.9 samples/s +Step 43650/44000 | Loss: 2.8308 | LR: 8.08e-08 | 2254.2ms/step | 8.9 samples/s +Step 43660/44000 | Loss: 2.8446 | LR: 7.62e-08 | 2280.4ms/step | 8.8 samples/s +Step 43670/44000 | Loss: 2.8807 | LR: 7.18e-08 | 2263.1ms/step | 8.8 samples/s +Step 43680/44000 | Loss: 2.8598 | LR: 6.75e-08 | 2273.7ms/step | 8.8 samples/s +Step 43690/44000 | Loss: 2.9169 | LR: 6.34e-08 | 2289.4ms/step | 8.7 samples/s +Step 43700/44000 | Loss: 2.8583 | LR: 5.94e-08 | 2258.0ms/step | 8.9 samples/s +Step 43710/44000 | Loss: 2.8778 | LR: 5.55e-08 | 2280.2ms/step | 8.8 samples/s +Step 43720/44000 | Loss: 2.8783 | LR: 5.17e-08 | 2255.0ms/step | 8.9 samples/s +Step 43730/44000 | Loss: 2.9043 | LR: 4.81e-08 | 2277.1ms/step | 8.8 samples/s +Step 43740/44000 | Loss: 2.8776 | LR: 4.46e-08 | 2291.2ms/step | 8.7 samples/s +Step 43750/44000 | Loss: 2.8954 | LR: 4.12e-08 | 2284.6ms/step | 8.8 samples/s +Step 43760/44000 | Loss: 2.8842 | LR: 3.80e-08 | 2313.3ms/step | 8.6 samples/s +Step 43770/44000 | Loss: 2.9176 | LR: 3.49e-08 | 2277.7ms/step | 8.8 samples/s +Step 43780/44000 | Loss: 2.8788 | LR: 3.19e-08 | 2296.5ms/step | 8.7 samples/s +Step 43790/44000 | Loss: 2.9006 | LR: 2.91e-08 | 2284.5ms/step | 8.8 samples/s +Step 43800/44000 | Loss: 2.8586 | LR: 2.64e-08 | 2276.2ms/step | 8.8 samples/s +Step 43810/44000 | Loss: 2.8299 | LR: 2.38e-08 | 2283.7ms/step | 8.8 samples/s +Step 43820/44000 | Loss: 2.8425 | LR: 2.14e-08 | 2288.1ms/step | 8.7 samples/s +Step 43830/44000 | Loss: 2.8497 | LR: 1.91e-08 | 2266.5ms/step | 8.8 samples/s +Step 43840/44000 | Loss: 2.8785 | LR: 1.69e-08 | 2280.3ms/step | 8.8 samples/s +Step 43850/44000 | Loss: 2.8717 | LR: 1.48e-08 | 2292.0ms/step | 8.7 samples/s +Step 43860/44000 | Loss: 2.9151 | LR: 1.29e-08 | 2311.1ms/step | 8.7 samples/s +Step 43870/44000 | Loss: 2.8889 | LR: 1.11e-08 | 2267.4ms/step | 8.8 samples/s +Step 43880/44000 | Loss: 2.8857 | LR: 9.50e-09 | 2326.4ms/step | 8.6 samples/s +Step 43890/44000 | Loss: 2.8601 | LR: 7.98e-09 | 2292.7ms/step | 8.7 samples/s +Step 43900/44000 | Loss: 2.8377 | LR: 6.60e-09 | 2285.6ms/step | 8.8 samples/s +Step 43910/44000 | Loss: 2.8842 | LR: 5.34e-09 | 2296.0ms/step | 8.7 samples/s +Step 43920/44000 | Loss: 2.8317 | LR: 4.22e-09 | 2300.6ms/step | 8.7 samples/s +Step 43930/44000 | Loss: 2.8562 | LR: 3.23e-09 | 2273.7ms/step | 8.8 samples/s +Step 43940/44000 | Loss: 2.8956 | LR: 2.37e-09 | 2261.7ms/step | 8.8 samples/s +Step 43950/44000 | Loss: 2.9135 | LR: 1.65e-09 | 2285.5ms/step | 8.8 samples/s +Step 43960/44000 | Loss: 2.9154 | LR: 1.06e-09 | 2300.2ms/step | 8.7 samples/s +Step 43970/44000 | Loss: 2.8724 | LR: 5.94e-10 | 2277.7ms/step | 8.8 samples/s +Step 43980/44000 | Loss: 2.9022 | LR: 2.64e-10 | 2279.7ms/step | 8.8 samples/s +Step 43990/44000 | Loss: 2.8514 | LR: 6.60e-11 | 2282.9ms/step | 8.8 samples/s +Step 44000/44000 | Loss: 2.8737 | LR: 0.00e+00 | 2332.5ms/step | 8.6 samples/s +Validation at step 44000: Loss = 2.8730, Perplexity = 17.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-44000 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed45/run_20260819_153735/checkpoint-44000 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140811-xfnxdn24/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 +cuda-toolkit==13.0.2 +zstandard==0.25.0 +xxhash==3.7.0 +urllib3==2.6.3 +typing_extensions==4.15.0 +triton==3.6.0 +tqdm==4.67.3 +torchinfo==1.8.0 +sympy==1.14.0 +smmap==5.0.3 +six==1.17.0 +shellingham==1.5.4 +setuptools==81.0.0 +safetensors==0.7.0 +regex==2026.4.4 +PyYAML==6.0.3 +Pygments==2.20.0 +pyarrow==24.0.0 +psutil==7.2.2 +protobuf==7.34.1 +propcache==0.4.1 +platformdirs==4.9.6 +packaging==26.2 +nvidia-nvtx==13.0.85 +nvidia-nvshmem-cu13==3.4.5 +nvidia-nvjitlink==13.0.88 +nvidia-nccl-cu13==2.28.9 +nvidia-curand==10.4.0.35 +nvidia-cufile==1.15.1.6 +nvidia-cuda-runtime==13.0.96 +nvidia-cuda-nvrtc==13.0.88 +nvidia-cuda-cupti==13.0.85 +nvidia-cublas==13.1.0.3 +numpy==2.4.4 +networkx==3.6.1 +multidict==6.7.1 +mdurl==0.1.2 +MarkupSafe==3.0.3 +idna==3.13 +hf-xet==1.4.3 +h11==0.16.0 +fsspec==2026.2.0 +frozenlist==1.8.0 +filelock==3.29.0 +dill==0.4.1 +cuda-pathfinder==1.5.4 +click==8.3.3 +charset-normalizer==3.4.7 +certifi==2026.4.22 +attrs==26.1.0 +annotated-types==0.7.0 +annotated-doc==0.0.4 +aiohappyeyeballs==2.6.1 +yarl==1.23.0 +typing-inspection==0.4.2 +sentry-sdk==2.58.0 +requests==2.33.1 +python-dateutil==2.9.0.post0 +pydantic_core==2.46.3 +nvidia-cusparse==12.6.3.3 +nvidia-cufft==12.0.0.61 +nvidia-cudnn-cu13==9.19.0.56 +multiprocess==0.70.19 +markdown-it-py==4.0.0 +Jinja2==3.1.6 +httpcore==1.0.9 +gitdb==4.0.12 +cuda-bindings==13.2.0 +anyio==4.13.0 +aiosignal==1.4.0 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+rope_train_position_scale_set: + value: + - 1 + - 0.9896339488176222 + - 0.9692159692159692 + - 0.9420289855072463 + - 0.8730158730158729 +save_steps: + value: 1000 +seed: + value: 44 +sparse_block_size: + value: 128 +sparse_layer_indices: + value: null +sparse_mask_cache_dir: + value: null +sparse_mask_pool_size: + value: 1 +sparse_mask_seed: + value: 0 +sparse_mixed_nrb_set: + value: null +sparse_num_random_blocks: + value: 31 +sparse_val_dense_compare: + value: false +strategy: + value: ddp +train_path: + value: /mloscratch/homes/navasard/data/fineweb_large/tokenized +val_path: + value: null +verbose: + value: true +wandb_enabled: + value: true +wandb_name: + value: l8k365m_dense_ropectl_a1p0_seed44 +wandb_project: + value: stochastic_sparsity +wandb_tags: + value: + - qwen3 + - 365m + - 8k + - dense + - rope-control + - ddp2-a100-40gb +warmup_steps: + value: 750 +weight_decay: + value: 0.01 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..e165c4562c3a5c3fcbbcf38478b81b7bd23a101c --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/files/output.log @@ -0,0 +1,2810 @@ +Starting training... +Validation at step 17000: Loss = 3.0154, Perplexity = 20.40 +wandb: WARNING Tried to log to step 17000 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Switching attention mode for step 17001: dense (dense step interval) +Step 17010/44000 | Loss: 3.0132 | LR: 3.45e-04 | 47949.1ms/step | 0.4 samples/s +wandb: WARNING Tried to log to step 17010 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17020/44000 | Loss: 2.9933 | LR: 3.45e-04 | 2442.2ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17020 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17030/44000 | Loss: 3.0145 | LR: 3.45e-04 | 2457.9ms/step | 8.1 samples/s +wandb: WARNING Tried to log to step 17030 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17040/44000 | Loss: 3.0099 | LR: 3.44e-04 | 2373.6ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17040 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17050/44000 | Loss: 3.0145 | LR: 3.44e-04 | 2329.5ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17050 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17060/44000 | Loss: 3.0033 | LR: 3.44e-04 | 2365.4ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17060 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17070/44000 | Loss: 3.0220 | LR: 3.44e-04 | 2334.7ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17070 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17080/44000 | Loss: 2.9430 | LR: 3.44e-04 | 2236.4ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17080 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17090/44000 | Loss: 3.0100 | LR: 3.44e-04 | 2232.8ms/step | 9.0 samples/s +wandb: WARNING Tried to log to step 17090 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17100/44000 | Loss: 3.0354 | LR: 3.43e-04 | 2226.9ms/step | 9.0 samples/s +wandb: WARNING Tried to log to step 17100 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17110/44000 | Loss: 2.9991 | LR: 3.43e-04 | 2234.3ms/step | 9.0 samples/s +wandb: WARNING Tried to log to step 17110 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17120/44000 | Loss: 2.9437 | LR: 3.43e-04 | 2278.6ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17120 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17130/44000 | Loss: 3.0106 | LR: 3.43e-04 | 2320.1ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17130 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17140/44000 | Loss: 2.9788 | LR: 3.43e-04 | 2282.0ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17140 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17150/44000 | Loss: 3.0379 | LR: 3.43e-04 | 2242.8ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17150 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17160/44000 | Loss: 2.9880 | LR: 3.42e-04 | 2262.7ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17160 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17170/44000 | Loss: 3.0079 | LR: 3.42e-04 | 2254.5ms/step | 8.9 samples/s +wandb: WARNING Tried to log to step 17170 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17180/44000 | Loss: 2.9830 | LR: 3.42e-04 | 2267.0ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17180 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17190/44000 | Loss: 3.0154 | LR: 3.42e-04 | 2307.3ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17190 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17200/44000 | Loss: 3.0141 | LR: 3.42e-04 | 2285.5ms/step | 8.8 samples/s +wandb: WARNING Tried to log to step 17200 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17210/44000 | Loss: 3.0525 | LR: 3.42e-04 | 2357.7ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17210 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17220/44000 | Loss: 3.0044 | LR: 3.41e-04 | 2286.2ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17220 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17230/44000 | Loss: 3.0443 | LR: 3.41e-04 | 2304.2ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17230 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17240/44000 | Loss: 2.9949 | LR: 3.41e-04 | 2294.7ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17240 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17250/44000 | Loss: 2.9877 | LR: 3.41e-04 | 2348.8ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17250 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17260/44000 | Loss: 3.0079 | LR: 3.41e-04 | 2286.2ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17260 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17270/44000 | Loss: 3.0174 | LR: 3.41e-04 | 2315.9ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17270 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17280/44000 | Loss: 3.0221 | LR: 3.40e-04 | 2286.9ms/step | 8.7 samples/s +wandb: WARNING Tried to log to step 17280 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17290/44000 | Loss: 3.0018 | LR: 3.40e-04 | 2336.5ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17290 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17300/44000 | Loss: 2.9468 | LR: 3.40e-04 | 2460.7ms/step | 8.1 samples/s +wandb: WARNING Tried to log to step 17300 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17310/44000 | Loss: 3.0042 | LR: 3.40e-04 | 2402.3ms/step | 8.3 samples/s +wandb: WARNING Tried to log to step 17310 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17320/44000 | Loss: 3.0217 | LR: 3.40e-04 | 2443.3ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17320 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17330/44000 | Loss: 3.0238 | LR: 3.40e-04 | 2449.0ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17330 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17340/44000 | Loss: 3.0100 | LR: 3.39e-04 | 2388.7ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17340 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17350/44000 | Loss: 3.0131 | LR: 3.39e-04 | 2415.0ms/step | 8.3 samples/s +wandb: WARNING Tried to log to step 17350 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17360/44000 | Loss: 2.9869 | LR: 3.39e-04 | 2365.7ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17360 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17370/44000 | Loss: 3.0099 | LR: 3.39e-04 | 2382.2ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17370 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17380/44000 | Loss: 2.9890 | LR: 3.39e-04 | 2372.5ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17380 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17390/44000 | Loss: 3.0273 | LR: 3.39e-04 | 2437.3ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17390 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17400/44000 | Loss: 3.0113 | LR: 3.38e-04 | 2433.2ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17400 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17410/44000 | Loss: 2.9719 | LR: 3.38e-04 | 2396.5ms/step | 8.3 samples/s +wandb: WARNING Tried to log to step 17410 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17420/44000 | Loss: 2.9585 | LR: 3.38e-04 | 2396.4ms/step | 8.3 samples/s +wandb: WARNING Tried to log to step 17420 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17430/44000 | Loss: 2.9635 | LR: 3.38e-04 | 2430.5ms/step | 8.2 samples/s +wandb: WARNING Tried to log to step 17430 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17440/44000 | Loss: 3.0429 | LR: 3.38e-04 | 2374.5ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17440 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17450/44000 | Loss: 2.9795 | LR: 3.38e-04 | 2329.6ms/step | 8.6 samples/s +wandb: WARNING Tried to log to step 17450 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17460/44000 | Loss: 2.9929 | LR: 3.37e-04 | 2366.1ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17460 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17470/44000 | Loss: 3.0356 | LR: 3.37e-04 | 2359.7ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17470 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17480/44000 | Loss: 2.9818 | LR: 3.37e-04 | 2373.6ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17480 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17490/44000 | Loss: 2.9860 | LR: 3.37e-04 | 2354.6ms/step | 8.5 samples/s +wandb: WARNING Tried to log to step 17490 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17500/44000 | Loss: 3.0231 | LR: 3.37e-04 | 2387.4ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17500 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17510/44000 | Loss: 2.9789 | LR: 3.37e-04 | 2379.2ms/step | 8.4 samples/s +wandb: WARNING Tried to log to step 17510 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17520/44000 | Loss: 3.0002 | LR: 3.36e-04 | 2363.0ms/step | 8.5 samples/s +Step 17530/44000 | Loss: 3.0097 | LR: 3.36e-04 | 2405.1ms/step | 8.3 samples/s +Step 17540/44000 | Loss: 2.9936 | LR: 3.36e-04 | 2368.4ms/step | 8.4 samples/s +Step 17550/44000 | Loss: 2.9838 | LR: 3.36e-04 | 2394.4ms/step | 8.4 samples/s +Step 17560/44000 | Loss: 2.9656 | LR: 3.36e-04 | 2425.8ms/step | 8.2 samples/s +Step 17570/44000 | Loss: 3.0001 | LR: 3.35e-04 | 2395.7ms/step | 8.3 samples/s +Step 17580/44000 | Loss: 3.0016 | LR: 3.35e-04 | 2332.3ms/step | 8.6 samples/s +Step 17590/44000 | Loss: 2.9861 | LR: 3.35e-04 | 2377.7ms/step | 8.4 samples/s +Step 17600/44000 | Loss: 3.0221 | LR: 3.35e-04 | 2356.2ms/step | 8.5 samples/s +Step 17610/44000 | Loss: 2.9889 | LR: 3.35e-04 | 2372.5ms/step | 8.4 samples/s +Step 17620/44000 | Loss: 3.0058 | LR: 3.35e-04 | 2433.7ms/step | 8.2 samples/s +Step 17630/44000 | Loss: 2.9957 | LR: 3.34e-04 | 2394.6ms/step | 8.4 samples/s +Step 17640/44000 | Loss: 2.9789 | LR: 3.34e-04 | 2386.2ms/step | 8.4 samples/s +Step 17650/44000 | Loss: 2.9793 | LR: 3.34e-04 | 2370.6ms/step | 8.4 samples/s +Step 17660/44000 | Loss: 3.0244 | LR: 3.34e-04 | 2360.9ms/step | 8.5 samples/s +Step 17670/44000 | Loss: 3.0268 | LR: 3.34e-04 | 2352.3ms/step | 8.5 samples/s +Step 17680/44000 | Loss: 2.9840 | LR: 3.34e-04 | 2309.8ms/step | 8.7 samples/s +Step 17690/44000 | Loss: 2.9711 | LR: 3.33e-04 | 2341.9ms/step | 8.5 samples/s +Step 17700/44000 | Loss: 2.9875 | LR: 3.33e-04 | 2393.8ms/step | 8.4 samples/s +Step 17710/44000 | Loss: 2.9712 | LR: 3.33e-04 | 2356.7ms/step | 8.5 samples/s +Step 17720/44000 | Loss: 2.9729 | LR: 3.33e-04 | 2373.1ms/step | 8.4 samples/s +Step 17730/44000 | Loss: 3.0134 | LR: 3.33e-04 | 2446.2ms/step | 8.2 samples/s +Step 17740/44000 | Loss: 3.0074 | LR: 3.33e-04 | 2493.5ms/step | 8.0 samples/s +Step 17750/44000 | Loss: 3.0057 | LR: 3.32e-04 | 2467.4ms/step | 8.1 samples/s +Step 17760/44000 | Loss: 2.9977 | LR: 3.32e-04 | 2477.7ms/step | 8.1 samples/s +Step 17770/44000 | Loss: 3.0045 | LR: 3.32e-04 | 2488.2ms/step | 8.0 samples/s +Step 17780/44000 | Loss: 3.0371 | LR: 3.32e-04 | 2388.3ms/step | 8.4 samples/s +Step 17790/44000 | Loss: 2.9664 | LR: 3.32e-04 | 2313.9ms/step | 8.6 samples/s +Step 17800/44000 | Loss: 3.0085 | LR: 3.32e-04 | 2328.7ms/step | 8.6 samples/s +Step 17810/44000 | Loss: 3.0283 | LR: 3.31e-04 | 2338.3ms/step | 8.6 samples/s +Step 17820/44000 | Loss: 2.9774 | LR: 3.31e-04 | 2368.8ms/step | 8.4 samples/s +Step 17830/44000 | Loss: 2.9978 | LR: 3.31e-04 | 2377.4ms/step | 8.4 samples/s +Step 17840/44000 | Loss: 3.0074 | LR: 3.31e-04 | 2383.2ms/step | 8.4 samples/s +Step 17850/44000 | Loss: 2.9917 | LR: 3.31e-04 | 2383.3ms/step | 8.4 samples/s +Step 17860/44000 | Loss: 2.9703 | LR: 3.31e-04 | 2366.6ms/step | 8.5 samples/s +Step 17870/44000 | Loss: 3.0014 | LR: 3.30e-04 | 2417.6ms/step | 8.3 samples/s +Step 17880/44000 | Loss: 2.9909 | LR: 3.30e-04 | 2394.6ms/step | 8.4 samples/s +Step 17890/44000 | Loss: 2.9845 | LR: 3.30e-04 | 2375.0ms/step | 8.4 samples/s +Step 17900/44000 | Loss: 2.9876 | LR: 3.30e-04 | 2398.0ms/step | 8.3 samples/s +Step 17910/44000 | Loss: 3.0224 | LR: 3.30e-04 | 2457.1ms/step | 8.1 samples/s +Step 17920/44000 | Loss: 3.0132 | LR: 3.29e-04 | 2383.5ms/step | 8.4 samples/s +Step 17930/44000 | Loss: 2.9996 | LR: 3.29e-04 | 2401.8ms/step | 8.3 samples/s +Step 17940/44000 | Loss: 3.0217 | LR: 3.29e-04 | 2383.5ms/step | 8.4 samples/s +Step 17950/44000 | Loss: 2.9685 | LR: 3.29e-04 | 2332.0ms/step | 8.6 samples/s +Step 17960/44000 | Loss: 3.0512 | LR: 3.29e-04 | 2384.4ms/step | 8.4 samples/s +Step 17970/44000 | Loss: 2.9853 | LR: 3.29e-04 | 2363.7ms/step | 8.5 samples/s +Step 17980/44000 | Loss: 3.0166 | LR: 3.28e-04 | 2369.4ms/step | 8.4 samples/s +Step 17990/44000 | Loss: 3.0295 | LR: 3.28e-04 | 2356.8ms/step | 8.5 samples/s +Step 18000/44000 | Loss: 3.0462 | LR: 3.28e-04 | 2383.1ms/step | 8.4 samples/s +Validation at step 18000: Loss = 3.0038, Perplexity = 20.16 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-18000 +Step 18010/44000 | Loss: 3.0193 | LR: 3.28e-04 | 4856.5ms/step | 4.1 samples/s +Step 18020/44000 | Loss: 3.0014 | LR: 3.28e-04 | 2160.1ms/step | 9.3 samples/s +Step 18030/44000 | Loss: 2.9693 | LR: 3.28e-04 | 2382.7ms/step | 8.4 samples/s +Step 18040/44000 | Loss: 3.0332 | LR: 3.27e-04 | 2379.5ms/step | 8.4 samples/s +Step 18050/44000 | Loss: 3.0053 | LR: 3.27e-04 | 2431.4ms/step | 8.2 samples/s +Step 18060/44000 | Loss: 2.9655 | LR: 3.27e-04 | 2381.5ms/step | 8.4 samples/s +Step 18070/44000 | Loss: 3.0158 | LR: 3.27e-04 | 2428.3ms/step | 8.2 samples/s +Step 18080/44000 | Loss: 3.0138 | LR: 3.27e-04 | 2443.3ms/step | 8.2 samples/s +Step 18090/44000 | Loss: 2.9786 | LR: 3.27e-04 | 2372.0ms/step | 8.4 samples/s +Step 18100/44000 | Loss: 3.0239 | LR: 3.26e-04 | 2399.6ms/step | 8.3 samples/s +Step 18110/44000 | Loss: 2.9654 | LR: 3.26e-04 | 2368.8ms/step | 8.4 samples/s +Step 18120/44000 | Loss: 3.0208 | LR: 3.26e-04 | 2320.5ms/step | 8.6 samples/s +Step 18130/44000 | Loss: 3.0214 | LR: 3.26e-04 | 2338.8ms/step | 8.6 samples/s +Step 18140/44000 | Loss: 3.0253 | LR: 3.26e-04 | 2325.1ms/step | 8.6 samples/s +Step 18150/44000 | Loss: 2.9846 | LR: 3.26e-04 | 2412.2ms/step | 8.3 samples/s +Step 18160/44000 | Loss: 3.0205 | LR: 3.25e-04 | 2399.4ms/step | 8.3 samples/s +Step 18170/44000 | Loss: 3.0231 | LR: 3.25e-04 | 2340.7ms/step | 8.5 samples/s +Step 18180/44000 | Loss: 3.0321 | LR: 3.25e-04 | 2343.4ms/step | 8.5 samples/s +Step 18190/44000 | Loss: 3.0283 | LR: 3.25e-04 | 2369.9ms/step | 8.4 samples/s +Step 18200/44000 | Loss: 3.0508 | LR: 3.25e-04 | 2422.8ms/step | 8.3 samples/s +Step 18210/44000 | Loss: 2.9973 | LR: 3.24e-04 | 2362.6ms/step | 8.5 samples/s +Step 18220/44000 | Loss: 2.9642 | LR: 3.24e-04 | 2362.4ms/step | 8.5 samples/s +Step 18230/44000 | Loss: 3.0085 | LR: 3.24e-04 | 2334.4ms/step | 8.6 samples/s +Step 18240/44000 | Loss: 2.9536 | LR: 3.24e-04 | 2384.2ms/step | 8.4 samples/s +Step 18250/44000 | Loss: 3.0123 | LR: 3.24e-04 | 2384.0ms/step | 8.4 samples/s +Step 18260/44000 | Loss: 2.9358 | LR: 3.24e-04 | 2412.5ms/step | 8.3 samples/s +Step 18270/44000 | Loss: 3.0002 | LR: 3.23e-04 | 2384.8ms/step | 8.4 samples/s +Step 18280/44000 | Loss: 3.0111 | LR: 3.23e-04 | 2394.1ms/step | 8.4 samples/s +Step 18290/44000 | Loss: 2.9839 | LR: 3.23e-04 | 2472.8ms/step | 8.1 samples/s +Step 18300/44000 | Loss: 2.9816 | LR: 3.23e-04 | 2609.6ms/step | 7.7 samples/s +Step 18310/44000 | Loss: 3.0112 | LR: 3.23e-04 | 2620.3ms/step | 7.6 samples/s +Step 18320/44000 | Loss: 2.9708 | LR: 3.23e-04 | 2641.2ms/step | 7.6 samples/s +Step 18330/44000 | Loss: 2.9854 | LR: 3.22e-04 | 2604.8ms/step | 7.7 samples/s +Step 18340/44000 | Loss: 3.0262 | LR: 3.22e-04 | 2508.9ms/step | 8.0 samples/s +Step 18350/44000 | Loss: 2.9915 | LR: 3.22e-04 | 2644.7ms/step | 7.6 samples/s +Step 18360/44000 | Loss: 2.9496 | LR: 3.22e-04 | 2537.0ms/step | 7.9 samples/s +Step 18370/44000 | Loss: 2.9677 | LR: 3.22e-04 | 2528.8ms/step | 7.9 samples/s +Step 18380/44000 | Loss: 3.0431 | LR: 3.22e-04 | 2468.0ms/step | 8.1 samples/s +Step 18390/44000 | Loss: 2.9657 | LR: 3.21e-04 | 2515.9ms/step | 7.9 samples/s +Step 18400/44000 | Loss: 2.9349 | LR: 3.21e-04 | 2546.7ms/step | 7.9 samples/s +Step 18410/44000 | Loss: 2.9846 | LR: 3.21e-04 | 2477.8ms/step | 8.1 samples/s +Step 18420/44000 | Loss: 3.0415 | LR: 3.21e-04 | 2509.3ms/step | 8.0 samples/s +Step 18430/44000 | Loss: 3.0291 | LR: 3.21e-04 | 2573.2ms/step | 7.8 samples/s +Step 18440/44000 | Loss: 3.0088 | LR: 3.20e-04 | 2688.6ms/step | 7.4 samples/s +Step 18450/44000 | Loss: 2.9628 | LR: 3.20e-04 | 2681.3ms/step | 7.5 samples/s +Step 18460/44000 | Loss: 2.9844 | LR: 3.20e-04 | 2605.9ms/step | 7.7 samples/s +Step 18470/44000 | Loss: 2.9659 | LR: 3.20e-04 | 2684.7ms/step | 7.4 samples/s +Step 18480/44000 | Loss: 3.0070 | LR: 3.20e-04 | 2571.0ms/step | 7.8 samples/s +Step 18490/44000 | Loss: 3.0280 | LR: 3.20e-04 | 2544.9ms/step | 7.9 samples/s +Step 18500/44000 | Loss: 3.0188 | LR: 3.19e-04 | 2491.3ms/step | 8.0 samples/s +Step 18510/44000 | Loss: 3.0218 | LR: 3.19e-04 | 2575.0ms/step | 7.8 samples/s +Step 18520/44000 | Loss: 2.9882 | LR: 3.19e-04 | 2521.5ms/step | 7.9 samples/s +Step 18530/44000 | Loss: 2.9764 | LR: 3.19e-04 | 2597.8ms/step | 7.7 samples/s +Step 18540/44000 | Loss: 2.9824 | LR: 3.19e-04 | 2626.4ms/step | 7.6 samples/s +Step 18550/44000 | Loss: 3.0132 | LR: 3.19e-04 | 2588.2ms/step | 7.7 samples/s +Step 18560/44000 | Loss: 3.0079 | LR: 3.18e-04 | 2587.5ms/step | 7.7 samples/s +Step 18570/44000 | Loss: 2.9618 | LR: 3.18e-04 | 2559.5ms/step | 7.8 samples/s +Step 18580/44000 | Loss: 2.9884 | LR: 3.18e-04 | 2547.7ms/step | 7.9 samples/s +Step 18590/44000 | Loss: 2.9777 | LR: 3.18e-04 | 2498.2ms/step | 8.0 samples/s +Step 18600/44000 | Loss: 3.0229 | LR: 3.18e-04 | 2556.1ms/step | 7.8 samples/s +Step 18610/44000 | Loss: 3.0187 | LR: 3.18e-04 | 2589.1ms/step | 7.7 samples/s +Step 18620/44000 | Loss: 2.9889 | LR: 3.17e-04 | 2697.3ms/step | 7.4 samples/s +Step 18630/44000 | Loss: 2.9728 | LR: 3.17e-04 | 2598.3ms/step | 7.7 samples/s +Step 18640/44000 | Loss: 2.9864 | LR: 3.17e-04 | 2538.5ms/step | 7.9 samples/s +Step 18650/44000 | Loss: 3.0030 | LR: 3.17e-04 | 2541.7ms/step | 7.9 samples/s +Step 18660/44000 | Loss: 2.9514 | LR: 3.17e-04 | 2508.2ms/step | 8.0 samples/s +Step 18670/44000 | Loss: 2.9767 | LR: 3.16e-04 | 2488.7ms/step | 8.0 samples/s +Step 18680/44000 | Loss: 3.0132 | LR: 3.16e-04 | 2533.1ms/step | 7.9 samples/s +Step 18690/44000 | Loss: 3.0008 | LR: 3.16e-04 | 2461.3ms/step | 8.1 samples/s +Step 18700/44000 | Loss: 2.9792 | LR: 3.16e-04 | 2498.1ms/step | 8.0 samples/s +Step 18710/44000 | Loss: 2.9755 | LR: 3.16e-04 | 2540.0ms/step | 7.9 samples/s +Step 18720/44000 | Loss: 2.9553 | LR: 3.16e-04 | 2601.9ms/step | 7.7 samples/s +Step 18730/44000 | Loss: 2.9990 | LR: 3.15e-04 | 2551.0ms/step | 7.8 samples/s +Step 18740/44000 | Loss: 2.9586 | LR: 3.15e-04 | 2557.7ms/step | 7.8 samples/s +Step 18750/44000 | Loss: 2.9810 | LR: 3.15e-04 | 2608.7ms/step | 7.7 samples/s +Step 18760/44000 | Loss: 2.9611 | LR: 3.15e-04 | 2496.8ms/step | 8.0 samples/s +Step 18770/44000 | Loss: 3.0173 | LR: 3.15e-04 | 2340.0ms/step | 8.5 samples/s +Step 18780/44000 | Loss: 2.9941 | LR: 3.15e-04 | 2331.5ms/step | 8.6 samples/s +Step 18790/44000 | Loss: 3.0056 | LR: 3.14e-04 | 2336.1ms/step | 8.6 samples/s +Step 18800/44000 | Loss: 2.9845 | LR: 3.14e-04 | 2519.7ms/step | 7.9 samples/s +Step 18810/44000 | Loss: 3.0484 | LR: 3.14e-04 | 2572.5ms/step | 7.8 samples/s +Step 18820/44000 | Loss: 2.9963 | LR: 3.14e-04 | 2572.3ms/step | 7.8 samples/s +Step 18830/44000 | Loss: 3.0189 | LR: 3.14e-04 | 2527.0ms/step | 7.9 samples/s +Step 18840/44000 | Loss: 3.0035 | LR: 3.13e-04 | 2488.0ms/step | 8.0 samples/s +Step 18850/44000 | Loss: 3.0194 | LR: 3.13e-04 | 2568.8ms/step | 7.8 samples/s +Step 18860/44000 | Loss: 2.9700 | LR: 3.13e-04 | 2607.1ms/step | 7.7 samples/s +Step 18870/44000 | Loss: 2.9786 | LR: 3.13e-04 | 2532.4ms/step | 7.9 samples/s +Step 18880/44000 | Loss: 3.0046 | LR: 3.13e-04 | 2538.8ms/step | 7.9 samples/s +Step 18890/44000 | Loss: 2.9795 | LR: 3.13e-04 | 2519.2ms/step | 7.9 samples/s +Step 18900/44000 | Loss: 2.9441 | LR: 3.12e-04 | 2573.9ms/step | 7.8 samples/s +Step 18910/44000 | Loss: 2.9920 | LR: 3.12e-04 | 2777.4ms/step | 7.2 samples/s +Step 18920/44000 | Loss: 2.9749 | LR: 3.12e-04 | 2767.9ms/step | 7.2 samples/s +Step 18930/44000 | Loss: 3.0128 | LR: 3.12e-04 | 2731.4ms/step | 7.3 samples/s +Step 18940/44000 | Loss: 2.9510 | LR: 3.12e-04 | 2599.6ms/step | 7.7 samples/s +Step 18950/44000 | Loss: 2.9609 | LR: 3.12e-04 | 2662.9ms/step | 7.5 samples/s +Step 18960/44000 | Loss: 2.9909 | LR: 3.11e-04 | 2608.1ms/step | 7.7 samples/s +Step 18970/44000 | Loss: 2.9824 | LR: 3.11e-04 | 2816.0ms/step | 7.1 samples/s +Step 18980/44000 | Loss: 3.0170 | LR: 3.11e-04 | 2674.7ms/step | 7.5 samples/s +Step 18990/44000 | Loss: 3.0136 | LR: 3.11e-04 | 2722.9ms/step | 7.3 samples/s +Step 19000/44000 | Loss: 2.9614 | LR: 3.11e-04 | 2680.1ms/step | 7.5 samples/s +Validation at step 19000: Loss = 2.9915, Perplexity = 19.92 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-19000 +Step 19010/44000 | Loss: 3.0122 | LR: 3.11e-04 | 5325.0ms/step | 3.8 samples/s +Step 19020/44000 | Loss: 2.9779 | LR: 3.10e-04 | 2526.0ms/step | 7.9 samples/s +Step 19030/44000 | Loss: 2.9472 | LR: 3.10e-04 | 2661.0ms/step | 7.5 samples/s +Step 19040/44000 | Loss: 2.9867 | LR: 3.10e-04 | 2581.0ms/step | 7.7 samples/s +Step 19050/44000 | Loss: 2.9608 | LR: 3.10e-04 | 2302.9ms/step | 8.7 samples/s +Step 19060/44000 | Loss: 2.9886 | LR: 3.10e-04 | 2550.4ms/step | 7.8 samples/s +Step 19070/44000 | Loss: 2.9563 | LR: 3.09e-04 | 2532.8ms/step | 7.9 samples/s +Step 19080/44000 | Loss: 2.9885 | LR: 3.09e-04 | 2588.9ms/step | 7.7 samples/s +Step 19090/44000 | Loss: 2.9416 | LR: 3.09e-04 | 2671.5ms/step | 7.5 samples/s +Step 19100/44000 | Loss: 2.9573 | LR: 3.09e-04 | 2589.7ms/step | 7.7 samples/s +Step 19110/44000 | Loss: 2.9395 | LR: 3.09e-04 | 2520.6ms/step | 7.9 samples/s +Step 19120/44000 | Loss: 2.9985 | LR: 3.09e-04 | 2499.5ms/step | 8.0 samples/s +Step 19130/44000 | Loss: 3.0212 | LR: 3.08e-04 | 2488.6ms/step | 8.0 samples/s +Step 19140/44000 | Loss: 2.9502 | LR: 3.08e-04 | 2519.9ms/step | 7.9 samples/s +Step 19150/44000 | Loss: 2.9427 | LR: 3.08e-04 | 2630.3ms/step | 7.6 samples/s +Step 19160/44000 | Loss: 2.9581 | LR: 3.08e-04 | 2643.8ms/step | 7.6 samples/s +Step 19170/44000 | Loss: 2.9454 | LR: 3.08e-04 | 2677.7ms/step | 7.5 samples/s +Step 19180/44000 | Loss: 2.9685 | LR: 3.08e-04 | 2601.5ms/step | 7.7 samples/s +Step 19190/44000 | Loss: 2.9839 | LR: 3.07e-04 | 2588.0ms/step | 7.7 samples/s +Step 19200/44000 | Loss: 2.9996 | LR: 3.07e-04 | 2598.7ms/step | 7.7 samples/s +Step 19210/44000 | Loss: 2.9573 | LR: 3.07e-04 | 2478.7ms/step | 8.1 samples/s +Step 19220/44000 | Loss: 2.9581 | LR: 3.07e-04 | 2615.1ms/step | 7.6 samples/s +Step 19230/44000 | Loss: 3.0003 | LR: 3.07e-04 | 2352.5ms/step | 8.5 samples/s +Step 19240/44000 | Loss: 2.9555 | LR: 3.06e-04 | 2363.4ms/step | 8.5 samples/s +Step 19250/44000 | Loss: 3.0094 | LR: 3.06e-04 | 2405.4ms/step | 8.3 samples/s +Step 19260/44000 | Loss: 3.0089 | LR: 3.06e-04 | 2532.8ms/step | 7.9 samples/s +Step 19270/44000 | Loss: 2.9866 | LR: 3.06e-04 | 2613.8ms/step | 7.7 samples/s +Step 19280/44000 | Loss: 2.9573 | LR: 3.06e-04 | 2662.1ms/step | 7.5 samples/s +Step 19290/44000 | Loss: 2.9558 | LR: 3.06e-04 | 2641.9ms/step | 7.6 samples/s +Step 19300/44000 | Loss: 3.0027 | LR: 3.05e-04 | 2629.0ms/step | 7.6 samples/s +Step 19310/44000 | Loss: 2.9616 | LR: 3.05e-04 | 2635.5ms/step | 7.6 samples/s +Step 19320/44000 | Loss: 2.9468 | LR: 3.05e-04 | 2544.6ms/step | 7.9 samples/s +Step 19330/44000 | Loss: 3.0071 | LR: 3.05e-04 | 2590.2ms/step | 7.7 samples/s +Step 19340/44000 | Loss: 2.9271 | LR: 3.05e-04 | 2606.0ms/step | 7.7 samples/s +Step 19350/44000 | Loss: 2.9928 | LR: 3.04e-04 | 2557.3ms/step | 7.8 samples/s +Step 19360/44000 | Loss: 2.9719 | LR: 3.04e-04 | 2565.1ms/step | 7.8 samples/s +Step 19370/44000 | Loss: 2.9417 | LR: 3.04e-04 | 2552.9ms/step | 7.8 samples/s +Step 19380/44000 | Loss: 2.9923 | LR: 3.04e-04 | 2584.2ms/step | 7.7 samples/s +Step 19390/44000 | Loss: 2.9904 | LR: 3.04e-04 | 2609.4ms/step | 7.7 samples/s +Step 19400/44000 | Loss: 2.9517 | LR: 3.04e-04 | 2586.0ms/step | 7.7 samples/s +Step 19410/44000 | Loss: 2.9590 | LR: 3.03e-04 | 2578.7ms/step | 7.8 samples/s +Step 19420/44000 | Loss: 2.9943 | LR: 3.03e-04 | 2537.2ms/step | 7.9 samples/s +Step 19430/44000 | Loss: 2.9909 | LR: 3.03e-04 | 2482.8ms/step | 8.1 samples/s +Step 19440/44000 | Loss: 3.0043 | LR: 3.03e-04 | 2671.2ms/step | 7.5 samples/s +Step 19450/44000 | Loss: 2.9750 | LR: 3.03e-04 | 2559.6ms/step | 7.8 samples/s +Step 19460/44000 | Loss: 3.0194 | LR: 3.03e-04 | 2632.4ms/step | 7.6 samples/s +Step 19470/44000 | Loss: 2.9873 | LR: 3.02e-04 | 2588.5ms/step | 7.7 samples/s +Step 19480/44000 | Loss: 2.9938 | LR: 3.02e-04 | 2563.6ms/step | 7.8 samples/s +Step 19490/44000 | Loss: 3.0041 | LR: 3.02e-04 | 2547.2ms/step | 7.9 samples/s +Step 19500/44000 | Loss: 2.9662 | LR: 3.02e-04 | 2584.0ms/step | 7.7 samples/s +Step 19510/44000 | Loss: 3.0492 | LR: 3.02e-04 | 2568.1ms/step | 7.8 samples/s +Step 19520/44000 | Loss: 2.9619 | LR: 3.01e-04 | 2590.0ms/step | 7.7 samples/s +Step 19530/44000 | Loss: 2.9580 | LR: 3.01e-04 | 2643.9ms/step | 7.6 samples/s +Step 19540/44000 | Loss: 2.9635 | LR: 3.01e-04 | 2622.6ms/step | 7.6 samples/s +Step 19550/44000 | Loss: 3.0232 | LR: 3.01e-04 | 2635.4ms/step | 7.6 samples/s +Step 19560/44000 | Loss: 3.0132 | LR: 3.01e-04 | 2673.0ms/step | 7.5 samples/s +Step 19570/44000 | Loss: 2.9480 | LR: 3.01e-04 | 2519.4ms/step | 7.9 samples/s +Step 19580/44000 | Loss: 2.9365 | LR: 3.00e-04 | 2590.4ms/step | 7.7 samples/s +Step 19590/44000 | Loss: 2.9881 | LR: 3.00e-04 | 2619.2ms/step | 7.6 samples/s +Step 19600/44000 | Loss: 2.9633 | LR: 3.00e-04 | 2530.8ms/step | 7.9 samples/s +Step 19610/44000 | Loss: 2.9348 | LR: 3.00e-04 | 2533.9ms/step | 7.9 samples/s +Step 19620/44000 | Loss: 3.0074 | LR: 3.00e-04 | 2588.6ms/step | 7.7 samples/s +Step 19630/44000 | Loss: 2.9621 | LR: 3.00e-04 | 2518.0ms/step | 7.9 samples/s +Step 19640/44000 | Loss: 2.9607 | LR: 2.99e-04 | 2692.3ms/step | 7.4 samples/s +Step 19650/44000 | Loss: 3.0013 | LR: 2.99e-04 | 2638.6ms/step | 7.6 samples/s +Step 19660/44000 | Loss: 2.9828 | LR: 2.99e-04 | 2707.3ms/step | 7.4 samples/s +Step 19670/44000 | Loss: 2.9682 | LR: 2.99e-04 | 2636.1ms/step | 7.6 samples/s +Step 19680/44000 | Loss: 3.0012 | LR: 2.99e-04 | 2634.9ms/step | 7.6 samples/s +Step 19690/44000 | Loss: 2.9356 | LR: 2.98e-04 | 2584.7ms/step | 7.7 samples/s +Step 19700/44000 | Loss: 2.9220 | LR: 2.98e-04 | 2312.2ms/step | 8.6 samples/s +Step 19710/44000 | Loss: 2.9700 | LR: 2.98e-04 | 2303.8ms/step | 8.7 samples/s +Step 19720/44000 | Loss: 2.9784 | LR: 2.98e-04 | 2380.4ms/step | 8.4 samples/s +Step 19730/44000 | Loss: 2.9971 | LR: 2.98e-04 | 2606.4ms/step | 7.7 samples/s +Step 19740/44000 | Loss: 2.9801 | LR: 2.98e-04 | 2576.8ms/step | 7.8 samples/s +Step 19750/44000 | Loss: 2.9682 | LR: 2.97e-04 | 2608.1ms/step | 7.7 samples/s +Step 19760/44000 | Loss: 3.0157 | LR: 2.97e-04 | 2605.5ms/step | 7.7 samples/s +Step 19770/44000 | Loss: 2.9630 | LR: 2.97e-04 | 2559.6ms/step | 7.8 samples/s +Step 19780/44000 | Loss: 2.9576 | LR: 2.97e-04 | 2614.7ms/step | 7.6 samples/s +Step 19790/44000 | Loss: 2.9345 | LR: 2.97e-04 | 2567.1ms/step | 7.8 samples/s +Step 19800/44000 | Loss: 2.9738 | LR: 2.96e-04 | 2590.7ms/step | 7.7 samples/s +Step 19810/44000 | Loss: 3.0180 | LR: 2.96e-04 | 2535.9ms/step | 7.9 samples/s +Step 19820/44000 | Loss: 2.9348 | LR: 2.96e-04 | 2682.9ms/step | 7.5 samples/s +Step 19830/44000 | Loss: 2.9816 | LR: 2.96e-04 | 2588.0ms/step | 7.7 samples/s +Step 19840/44000 | Loss: 2.9962 | LR: 2.96e-04 | 2625.8ms/step | 7.6 samples/s +Step 19850/44000 | Loss: 2.9497 | LR: 2.96e-04 | 2638.6ms/step | 7.6 samples/s +Step 19860/44000 | Loss: 2.9985 | LR: 2.95e-04 | 2522.5ms/step | 7.9 samples/s +Step 19870/44000 | Loss: 2.9649 | LR: 2.95e-04 | 2487.1ms/step | 8.0 samples/s +Step 19880/44000 | Loss: 2.9747 | LR: 2.95e-04 | 2556.9ms/step | 7.8 samples/s +Step 19890/44000 | Loss: 2.9997 | LR: 2.95e-04 | 2611.0ms/step | 7.7 samples/s +Step 19900/44000 | Loss: 2.9863 | LR: 2.95e-04 | 2602.1ms/step | 7.7 samples/s +Step 19910/44000 | Loss: 2.9483 | LR: 2.95e-04 | 2626.0ms/step | 7.6 samples/s +Step 19920/44000 | Loss: 2.9964 | LR: 2.94e-04 | 2595.7ms/step | 7.7 samples/s +Step 19930/44000 | Loss: 2.9863 | LR: 2.94e-04 | 2570.4ms/step | 7.8 samples/s +Step 19940/44000 | Loss: 2.9989 | LR: 2.94e-04 | 2568.5ms/step | 7.8 samples/s +Step 19950/44000 | Loss: 2.9840 | LR: 2.94e-04 | 2636.8ms/step | 7.6 samples/s +Step 19960/44000 | Loss: 2.9754 | LR: 2.94e-04 | 2546.6ms/step | 7.9 samples/s +Step 19970/44000 | Loss: 2.9429 | LR: 2.93e-04 | 2552.4ms/step | 7.8 samples/s +Step 19980/44000 | Loss: 2.9621 | LR: 2.93e-04 | 2528.0ms/step | 7.9 samples/s +Step 19990/44000 | Loss: 3.0133 | LR: 2.93e-04 | 2614.9ms/step | 7.6 samples/s +Step 20000/44000 | Loss: 2.9731 | LR: 2.93e-04 | 2578.9ms/step | 7.8 samples/s +Validation at step 20000: Loss = 2.9803, Perplexity = 19.69 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-20000 +Step 20010/44000 | Loss: 2.9683 | LR: 2.93e-04 | 5442.3ms/step | 3.7 samples/s +Step 20020/44000 | Loss: 2.9690 | LR: 2.93e-04 | 2686.1ms/step | 7.4 samples/s +Step 20030/44000 | Loss: 2.9804 | LR: 2.92e-04 | 2725.5ms/step | 7.3 samples/s +Step 20040/44000 | Loss: 2.9645 | LR: 2.92e-04 | 2647.8ms/step | 7.6 samples/s +Step 20050/44000 | Loss: 2.9574 | LR: 2.92e-04 | 2680.9ms/step | 7.5 samples/s +Step 20060/44000 | Loss: 2.9298 | LR: 2.92e-04 | 2671.1ms/step | 7.5 samples/s +Step 20070/44000 | Loss: 2.9926 | LR: 2.92e-04 | 2598.8ms/step | 7.7 samples/s +Step 20080/44000 | Loss: 2.9830 | LR: 2.91e-04 | 2303.1ms/step | 8.7 samples/s +Step 20090/44000 | Loss: 2.9230 | LR: 2.91e-04 | 2570.1ms/step | 7.8 samples/s +Step 20100/44000 | Loss: 2.9264 | LR: 2.91e-04 | 2597.9ms/step | 7.7 samples/s +Step 20110/44000 | Loss: 2.9319 | LR: 2.91e-04 | 2601.5ms/step | 7.7 samples/s +Step 20120/44000 | Loss: 2.9608 | LR: 2.91e-04 | 2549.4ms/step | 7.8 samples/s +Step 20130/44000 | Loss: 2.9753 | LR: 2.91e-04 | 2598.4ms/step | 7.7 samples/s +Step 20140/44000 | Loss: 2.9304 | LR: 2.90e-04 | 2638.3ms/step | 7.6 samples/s +Step 20150/44000 | Loss: 2.9895 | LR: 2.90e-04 | 2636.0ms/step | 7.6 samples/s +Step 20160/44000 | Loss: 2.9423 | LR: 2.90e-04 | 2510.3ms/step | 8.0 samples/s +Step 20170/44000 | Loss: 2.9283 | LR: 2.90e-04 | 2364.8ms/step | 8.5 samples/s +Step 20180/44000 | Loss: 2.9607 | LR: 2.90e-04 | 2382.9ms/step | 8.4 samples/s +Step 20190/44000 | Loss: 2.9822 | LR: 2.90e-04 | 2391.0ms/step | 8.4 samples/s +Step 20200/44000 | Loss: 2.8927 | LR: 2.89e-04 | 2603.5ms/step | 7.7 samples/s +Step 20210/44000 | Loss: 2.9612 | LR: 2.89e-04 | 2659.5ms/step | 7.5 samples/s +Step 20220/44000 | Loss: 2.9488 | LR: 2.89e-04 | 2616.1ms/step | 7.6 samples/s +Step 20230/44000 | Loss: 2.9458 | LR: 2.89e-04 | 2637.7ms/step | 7.6 samples/s +Step 20240/44000 | Loss: 3.0224 | LR: 2.89e-04 | 2694.3ms/step | 7.4 samples/s +Step 20250/44000 | Loss: 2.9644 | LR: 2.88e-04 | 2595.0ms/step | 7.7 samples/s +Step 20260/44000 | Loss: 2.9954 | LR: 2.88e-04 | 2603.6ms/step | 7.7 samples/s +Step 20270/44000 | Loss: 2.9576 | LR: 2.88e-04 | 2562.9ms/step | 7.8 samples/s +Step 20280/44000 | Loss: 2.9664 | LR: 2.88e-04 | 2482.2ms/step | 8.1 samples/s +Step 20290/44000 | Loss: 2.9895 | LR: 2.88e-04 | 2492.4ms/step | 8.0 samples/s +Step 20300/44000 | Loss: 2.9640 | LR: 2.88e-04 | 2517.9ms/step | 7.9 samples/s +Step 20310/44000 | Loss: 2.9811 | LR: 2.87e-04 | 2520.2ms/step | 7.9 samples/s +Step 20320/44000 | Loss: 2.9774 | LR: 2.87e-04 | 2507.4ms/step | 8.0 samples/s +Step 20330/44000 | Loss: 2.9419 | LR: 2.87e-04 | 2507.9ms/step | 8.0 samples/s +Step 20340/44000 | Loss: 2.9464 | LR: 2.87e-04 | 2562.6ms/step | 7.8 samples/s +Step 20350/44000 | Loss: 2.9516 | LR: 2.87e-04 | 2547.7ms/step | 7.9 samples/s +Step 20360/44000 | Loss: 2.9725 | LR: 2.86e-04 | 2512.8ms/step | 8.0 samples/s +Step 20370/44000 | Loss: 2.9786 | LR: 2.86e-04 | 2491.1ms/step | 8.0 samples/s +Step 20380/44000 | Loss: 2.9027 | LR: 2.86e-04 | 2474.4ms/step | 8.1 samples/s +Step 20390/44000 | Loss: 2.9653 | LR: 2.86e-04 | 2515.7ms/step | 8.0 samples/s +Step 20400/44000 | Loss: 3.0287 | LR: 2.86e-04 | 2498.5ms/step | 8.0 samples/s +Step 20410/44000 | Loss: 2.9965 | LR: 2.86e-04 | 2553.7ms/step | 7.8 samples/s +Step 20420/44000 | Loss: 2.9648 | LR: 2.85e-04 | 2506.0ms/step | 8.0 samples/s +Step 20430/44000 | Loss: 2.9299 | LR: 2.85e-04 | 2563.5ms/step | 7.8 samples/s +Step 20440/44000 | Loss: 2.9836 | LR: 2.85e-04 | 2448.3ms/step | 8.2 samples/s +Step 20450/44000 | Loss: 2.9716 | LR: 2.85e-04 | 2440.9ms/step | 8.2 samples/s +Step 20460/44000 | Loss: 2.9619 | LR: 2.85e-04 | 2459.3ms/step | 8.1 samples/s +Step 20470/44000 | Loss: 2.9912 | LR: 2.84e-04 | 2508.9ms/step | 8.0 samples/s +Step 20480/44000 | Loss: 2.9662 | LR: 2.84e-04 | 2531.9ms/step | 7.9 samples/s +Step 20490/44000 | Loss: 2.9335 | LR: 2.84e-04 | 2509.7ms/step | 8.0 samples/s +Step 20500/44000 | Loss: 2.9565 | LR: 2.84e-04 | 2594.7ms/step | 7.7 samples/s +Step 20510/44000 | Loss: 2.9713 | LR: 2.84e-04 | 2501.7ms/step | 8.0 samples/s +Step 20520/44000 | Loss: 2.9290 | LR: 2.84e-04 | 2476.9ms/step | 8.1 samples/s +Step 20530/44000 | Loss: 2.9784 | LR: 2.83e-04 | 2515.9ms/step | 7.9 samples/s +Step 20540/44000 | Loss: 2.9764 | LR: 2.83e-04 | 2541.3ms/step | 7.9 samples/s +Step 20550/44000 | Loss: 2.9687 | LR: 2.83e-04 | 2526.7ms/step | 7.9 samples/s +Step 20560/44000 | Loss: 2.9442 | LR: 2.83e-04 | 2468.5ms/step | 8.1 samples/s +Step 20570/44000 | Loss: 2.9646 | LR: 2.83e-04 | 2521.0ms/step | 7.9 samples/s +Step 20580/44000 | Loss: 2.9550 | LR: 2.83e-04 | 2564.8ms/step | 7.8 samples/s +Step 20590/44000 | Loss: 2.9598 | LR: 2.82e-04 | 2528.9ms/step | 7.9 samples/s +Step 20600/44000 | Loss: 2.9929 | LR: 2.82e-04 | 2530.5ms/step | 7.9 samples/s +Step 20610/44000 | Loss: 2.9811 | LR: 2.82e-04 | 2588.1ms/step | 7.7 samples/s +Step 20620/44000 | Loss: 2.9988 | LR: 2.82e-04 | 2634.9ms/step | 7.6 samples/s +Step 20630/44000 | Loss: 2.9532 | LR: 2.82e-04 | 2556.2ms/step | 7.8 samples/s +Step 20640/44000 | Loss: 2.9953 | LR: 2.81e-04 | 2552.5ms/step | 7.8 samples/s +Step 20650/44000 | Loss: 2.9960 | LR: 2.81e-04 | 2575.0ms/step | 7.8 samples/s +Step 20660/44000 | Loss: 2.9858 | LR: 2.81e-04 | 2434.7ms/step | 8.2 samples/s +Step 20670/44000 | Loss: 2.9589 | LR: 2.81e-04 | 2325.1ms/step | 8.6 samples/s +Step 20680/44000 | Loss: 2.9491 | LR: 2.81e-04 | 2372.3ms/step | 8.4 samples/s +Step 20690/44000 | Loss: 2.9792 | LR: 2.81e-04 | 2551.7ms/step | 7.8 samples/s +Step 20700/44000 | Loss: 2.9713 | LR: 2.80e-04 | 2621.5ms/step | 7.6 samples/s +Step 20710/44000 | Loss: 2.9628 | LR: 2.80e-04 | 2584.8ms/step | 7.7 samples/s +Step 20720/44000 | Loss: 2.9807 | LR: 2.80e-04 | 2577.2ms/step | 7.8 samples/s +Step 20730/44000 | Loss: 3.0081 | LR: 2.80e-04 | 2553.5ms/step | 7.8 samples/s +Step 20740/44000 | Loss: 2.9454 | LR: 2.80e-04 | 2567.7ms/step | 7.8 samples/s +Step 20750/44000 | Loss: 2.9293 | LR: 2.79e-04 | 2510.7ms/step | 8.0 samples/s +Step 20760/44000 | Loss: 2.9841 | LR: 2.79e-04 | 2498.0ms/step | 8.0 samples/s +Step 20770/44000 | Loss: 2.9393 | LR: 2.79e-04 | 2561.3ms/step | 7.8 samples/s +Step 20780/44000 | Loss: 3.0065 | LR: 2.79e-04 | 2594.7ms/step | 7.7 samples/s +Step 20790/44000 | Loss: 2.9470 | LR: 2.79e-04 | 2631.2ms/step | 7.6 samples/s +Step 20800/44000 | Loss: 2.9999 | LR: 2.79e-04 | 2601.3ms/step | 7.7 samples/s +Step 20810/44000 | Loss: 2.9620 | LR: 2.78e-04 | 2635.2ms/step | 7.6 samples/s +Step 20820/44000 | Loss: 2.9743 | LR: 2.78e-04 | 2601.0ms/step | 7.7 samples/s +Step 20830/44000 | Loss: 2.9583 | LR: 2.78e-04 | 2594.6ms/step | 7.7 samples/s +Step 20840/44000 | Loss: 2.9451 | LR: 2.78e-04 | 2586.5ms/step | 7.7 samples/s +Step 20850/44000 | Loss: 2.9318 | LR: 2.78e-04 | 2582.2ms/step | 7.7 samples/s +Step 20860/44000 | Loss: 2.9305 | LR: 2.77e-04 | 2581.5ms/step | 7.7 samples/s +Step 20870/44000 | Loss: 2.9954 | LR: 2.77e-04 | 2502.1ms/step | 8.0 samples/s +Step 20880/44000 | Loss: 2.9836 | LR: 2.77e-04 | 2588.7ms/step | 7.7 samples/s +Step 20890/44000 | Loss: 2.9363 | LR: 2.77e-04 | 2562.9ms/step | 7.8 samples/s +Step 20900/44000 | Loss: 2.9533 | LR: 2.77e-04 | 2594.8ms/step | 7.7 samples/s +Step 20910/44000 | Loss: 2.9569 | LR: 2.77e-04 | 2634.2ms/step | 7.6 samples/s +Step 20920/44000 | Loss: 2.9742 | LR: 2.76e-04 | 2578.5ms/step | 7.8 samples/s +Step 20930/44000 | Loss: 2.9938 | LR: 2.76e-04 | 2592.0ms/step | 7.7 samples/s +Step 20940/44000 | Loss: 2.9325 | LR: 2.76e-04 | 2554.1ms/step | 7.8 samples/s +Step 20950/44000 | Loss: 2.8880 | LR: 2.76e-04 | 2594.1ms/step | 7.7 samples/s +Step 20960/44000 | Loss: 2.9881 | LR: 2.76e-04 | 2609.8ms/step | 7.7 samples/s +Step 20970/44000 | Loss: 2.9817 | LR: 2.75e-04 | 2506.1ms/step | 8.0 samples/s +Step 20980/44000 | Loss: 2.9885 | LR: 2.75e-04 | 2577.0ms/step | 7.8 samples/s +Step 20990/44000 | Loss: 2.9351 | LR: 2.75e-04 | 2462.6ms/step | 8.1 samples/s +Step 21000/44000 | Loss: 2.9290 | LR: 2.75e-04 | 2325.4ms/step | 8.6 samples/s +Validation at step 21000: Loss = 2.9709, Perplexity = 19.51 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-21000 +Step 21010/44000 | Loss: 2.9830 | LR: 2.75e-04 | 4748.4ms/step | 4.2 samples/s +Step 21020/44000 | Loss: 2.9414 | LR: 2.75e-04 | 2281.5ms/step | 8.8 samples/s +Step 21030/44000 | Loss: 2.9608 | LR: 2.74e-04 | 2172.2ms/step | 9.2 samples/s +Step 21040/44000 | Loss: 2.9019 | LR: 2.74e-04 | 2171.6ms/step | 9.2 samples/s +Step 21050/44000 | Loss: 2.9849 | LR: 2.74e-04 | 2196.8ms/step | 9.1 samples/s +Step 21060/44000 | Loss: 2.9647 | LR: 2.74e-04 | 2158.7ms/step | 9.3 samples/s +Step 21070/44000 | Loss: 2.9312 | LR: 2.74e-04 | 2149.4ms/step | 9.3 samples/s +Step 21080/44000 | Loss: 2.9727 | LR: 2.73e-04 | 2136.4ms/step | 9.4 samples/s +Step 21090/44000 | Loss: 2.9762 | LR: 2.73e-04 | 2146.0ms/step | 9.3 samples/s +Step 21100/44000 | Loss: 2.9517 | LR: 2.73e-04 | 2165.4ms/step | 9.2 samples/s +Step 21110/44000 | Loss: 2.9276 | LR: 2.73e-04 | 2095.8ms/step | 9.5 samples/s +Step 21120/44000 | Loss: 2.9760 | LR: 2.73e-04 | 2039.4ms/step | 9.8 samples/s +Step 21130/44000 | Loss: 2.9791 | LR: 2.73e-04 | 2152.7ms/step | 9.3 samples/s +Step 21140/44000 | Loss: 2.9347 | LR: 2.72e-04 | 2150.6ms/step | 9.3 samples/s +Step 21150/44000 | Loss: 2.9568 | LR: 2.72e-04 | 2115.7ms/step | 9.5 samples/s +Step 21160/44000 | Loss: 2.9609 | LR: 2.72e-04 | 2178.6ms/step | 9.2 samples/s +Step 21170/44000 | Loss: 2.9506 | LR: 2.72e-04 | 2153.4ms/step | 9.3 samples/s +Step 21180/44000 | Loss: 2.9603 | LR: 2.72e-04 | 2180.9ms/step | 9.2 samples/s +Step 21190/44000 | Loss: 2.9532 | LR: 2.71e-04 | 2158.3ms/step | 9.3 samples/s +Step 21200/44000 | Loss: 3.0095 | LR: 2.71e-04 | 2162.6ms/step | 9.2 samples/s +Step 21210/44000 | Loss: 3.0133 | LR: 2.71e-04 | 2172.2ms/step | 9.2 samples/s +Step 21220/44000 | Loss: 2.9289 | LR: 2.71e-04 | 2152.9ms/step | 9.3 samples/s +Step 21230/44000 | Loss: 2.9294 | LR: 2.71e-04 | 2156.2ms/step | 9.3 samples/s +Step 21240/44000 | Loss: 2.9684 | LR: 2.71e-04 | 2172.7ms/step | 9.2 samples/s +Step 21250/44000 | Loss: 2.9715 | LR: 2.70e-04 | 2134.3ms/step | 9.4 samples/s +Step 21260/44000 | Loss: 2.9767 | LR: 2.70e-04 | 2152.3ms/step | 9.3 samples/s +Step 21270/44000 | Loss: 2.9805 | LR: 2.70e-04 | 2140.9ms/step | 9.3 samples/s +Step 21280/44000 | Loss: 2.9829 | LR: 2.70e-04 | 2152.8ms/step | 9.3 samples/s +Step 21290/44000 | Loss: 2.9498 | LR: 2.70e-04 | 2157.7ms/step | 9.3 samples/s +Step 21300/44000 | Loss: 2.9658 | LR: 2.70e-04 | 2121.5ms/step | 9.4 samples/s +Step 21310/44000 | Loss: 2.9614 | LR: 2.69e-04 | 2164.3ms/step | 9.2 samples/s +Step 21320/44000 | Loss: 2.9557 | LR: 2.69e-04 | 2147.9ms/step | 9.3 samples/s +Step 21330/44000 | Loss: 3.0207 | LR: 2.69e-04 | 2142.2ms/step | 9.3 samples/s +Step 21340/44000 | Loss: 2.9631 | LR: 2.69e-04 | 2150.8ms/step | 9.3 samples/s +Step 21350/44000 | Loss: 2.9656 | LR: 2.69e-04 | 2136.9ms/step | 9.4 samples/s +Step 21360/44000 | Loss: 2.9541 | LR: 2.68e-04 | 2159.9ms/step | 9.3 samples/s +Step 21370/44000 | Loss: 2.9043 | LR: 2.68e-04 | 2128.9ms/step | 9.4 samples/s +Step 21380/44000 | Loss: 2.9319 | LR: 2.68e-04 | 2159.5ms/step | 9.3 samples/s +Step 21390/44000 | Loss: 2.9527 | LR: 2.68e-04 | 2172.4ms/step | 9.2 samples/s +Step 21400/44000 | Loss: 2.8944 | LR: 2.68e-04 | 2160.1ms/step | 9.3 samples/s +Step 21410/44000 | Loss: 2.9517 | LR: 2.68e-04 | 2156.7ms/step | 9.3 samples/s +Step 21420/44000 | Loss: 2.9719 | LR: 2.67e-04 | 2137.3ms/step | 9.4 samples/s +Step 21430/44000 | Loss: 2.9340 | LR: 2.67e-04 | 2143.6ms/step | 9.3 samples/s +Step 21440/44000 | Loss: 2.9220 | LR: 2.67e-04 | 2144.7ms/step | 9.3 samples/s +Step 21450/44000 | Loss: 2.9828 | LR: 2.67e-04 | 2143.1ms/step | 9.3 samples/s +Step 21460/44000 | Loss: 2.9686 | LR: 2.67e-04 | 2144.7ms/step | 9.3 samples/s +Step 21470/44000 | Loss: 2.9254 | LR: 2.66e-04 | 2148.9ms/step | 9.3 samples/s +Step 21480/44000 | Loss: 2.9868 | LR: 2.66e-04 | 2154.9ms/step | 9.3 samples/s +Step 21490/44000 | Loss: 2.9564 | LR: 2.66e-04 | 2148.4ms/step | 9.3 samples/s +Step 21500/44000 | Loss: 3.0027 | LR: 2.66e-04 | 2150.0ms/step | 9.3 samples/s +Step 21510/44000 | Loss: 2.9615 | LR: 2.66e-04 | 2135.1ms/step | 9.4 samples/s +Step 21520/44000 | Loss: 2.9676 | LR: 2.66e-04 | 2152.3ms/step | 9.3 samples/s +Step 21530/44000 | Loss: 2.9421 | LR: 2.65e-04 | 2169.0ms/step | 9.2 samples/s +Step 21540/44000 | Loss: 2.9323 | LR: 2.65e-04 | 2119.3ms/step | 9.4 samples/s +Step 21550/44000 | Loss: 2.9531 | LR: 2.65e-04 | 2175.5ms/step | 9.2 samples/s +Step 21560/44000 | Loss: 2.9379 | LR: 2.65e-04 | 2147.2ms/step | 9.3 samples/s +Step 21570/44000 | Loss: 2.9576 | LR: 2.65e-04 | 2175.6ms/step | 9.2 samples/s +Step 21580/44000 | Loss: 2.9784 | LR: 2.64e-04 | 2109.8ms/step | 9.5 samples/s +Step 21590/44000 | Loss: 2.9333 | LR: 2.64e-04 | 2086.7ms/step | 9.6 samples/s +Step 21600/44000 | Loss: 2.9596 | LR: 2.64e-04 | 2123.9ms/step | 9.4 samples/s +Step 21610/44000 | Loss: 2.9443 | LR: 2.64e-04 | 2084.4ms/step | 9.6 samples/s +Step 21620/44000 | Loss: 2.9649 | LR: 2.64e-04 | 2093.1ms/step | 9.6 samples/s +Step 21630/44000 | Loss: 2.9216 | LR: 2.64e-04 | 2126.3ms/step | 9.4 samples/s +Step 21640/44000 | Loss: 2.9104 | LR: 2.63e-04 | 2091.8ms/step | 9.6 samples/s +Step 21650/44000 | Loss: 2.9783 | LR: 2.63e-04 | 2121.5ms/step | 9.4 samples/s +Step 21660/44000 | Loss: 2.9175 | LR: 2.63e-04 | 2101.0ms/step | 9.5 samples/s +Step 21670/44000 | Loss: 2.9769 | LR: 2.63e-04 | 2110.9ms/step | 9.5 samples/s +Step 21680/44000 | Loss: 2.9679 | LR: 2.63e-04 | 2110.9ms/step | 9.5 samples/s +Step 21690/44000 | Loss: 2.9495 | LR: 2.62e-04 | 2114.2ms/step | 9.5 samples/s +Step 21700/44000 | Loss: 2.9339 | LR: 2.62e-04 | 2108.7ms/step | 9.5 samples/s +Step 21710/44000 | Loss: 2.9577 | LR: 2.62e-04 | 2124.3ms/step | 9.4 samples/s +Step 21720/44000 | Loss: 2.9475 | LR: 2.62e-04 | 2095.4ms/step | 9.5 samples/s +Step 21730/44000 | Loss: 2.9306 | LR: 2.62e-04 | 2099.0ms/step | 9.5 samples/s +Step 21740/44000 | Loss: 2.9688 | LR: 2.62e-04 | 2124.2ms/step | 9.4 samples/s +Step 21750/44000 | Loss: 3.0183 | LR: 2.61e-04 | 2173.5ms/step | 9.2 samples/s +Step 21760/44000 | Loss: 2.9559 | LR: 2.61e-04 | 2153.0ms/step | 9.3 samples/s +Step 21770/44000 | Loss: 2.9566 | LR: 2.61e-04 | 2169.7ms/step | 9.2 samples/s +Step 21780/44000 | Loss: 2.9250 | LR: 2.61e-04 | 2157.5ms/step | 9.3 samples/s +Step 21790/44000 | Loss: 3.0031 | LR: 2.61e-04 | 2163.2ms/step | 9.2 samples/s +Step 21800/44000 | Loss: 2.9263 | LR: 2.60e-04 | 2188.8ms/step | 9.1 samples/s +Step 21810/44000 | Loss: 2.9234 | LR: 2.60e-04 | 2157.7ms/step | 9.3 samples/s +Step 21820/44000 | Loss: 2.9283 | LR: 2.60e-04 | 2171.2ms/step | 9.2 samples/s +Step 21830/44000 | Loss: 2.9823 | LR: 2.60e-04 | 2157.4ms/step | 9.3 samples/s +Step 21840/44000 | Loss: 2.9646 | LR: 2.60e-04 | 2184.1ms/step | 9.2 samples/s +Step 21850/44000 | Loss: 2.9451 | LR: 2.60e-04 | 2177.2ms/step | 9.2 samples/s +Step 21860/44000 | Loss: 2.9717 | LR: 2.59e-04 | 2163.7ms/step | 9.2 samples/s +Step 21870/44000 | Loss: 2.9712 | LR: 2.59e-04 | 2203.5ms/step | 9.1 samples/s +Step 21880/44000 | Loss: 2.9407 | LR: 2.59e-04 | 2188.5ms/step | 9.1 samples/s +Step 21890/44000 | Loss: 2.9573 | LR: 2.59e-04 | 2141.2ms/step | 9.3 samples/s +Step 21900/44000 | Loss: 2.9263 | LR: 2.59e-04 | 2164.0ms/step | 9.2 samples/s +Step 21910/44000 | Loss: 2.9808 | LR: 2.58e-04 | 2150.9ms/step | 9.3 samples/s +Step 21920/44000 | Loss: 2.9790 | LR: 2.58e-04 | 2152.6ms/step | 9.3 samples/s +Step 21930/44000 | Loss: 2.9766 | LR: 2.58e-04 | 2152.7ms/step | 9.3 samples/s +Step 21940/44000 | Loss: 2.9399 | LR: 2.58e-04 | 2151.2ms/step | 9.3 samples/s +Step 21950/44000 | Loss: 2.9520 | LR: 2.58e-04 | 2145.5ms/step | 9.3 samples/s +Step 21960/44000 | Loss: 2.9548 | LR: 2.58e-04 | 2161.4ms/step | 9.3 samples/s +Step 21970/44000 | Loss: 2.9763 | LR: 2.57e-04 | 2164.3ms/step | 9.2 samples/s +Step 21980/44000 | Loss: 2.9734 | LR: 2.57e-04 | 2147.6ms/step | 9.3 samples/s +Step 21990/44000 | Loss: 2.9536 | LR: 2.57e-04 | 2212.8ms/step | 9.0 samples/s +Step 22000/44000 | Loss: 2.9285 | LR: 2.57e-04 | 2184.5ms/step | 9.2 samples/s +Validation at step 22000: Loss = 2.9591, Perplexity = 19.28 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-22000 +Step 22010/44000 | Loss: 2.9392 | LR: 2.57e-04 | 4478.6ms/step | 4.5 samples/s +Step 22020/44000 | Loss: 2.9549 | LR: 2.56e-04 | 2147.3ms/step | 9.3 samples/s +Step 22030/44000 | Loss: 2.9555 | LR: 2.56e-04 | 2129.1ms/step | 9.4 samples/s +Step 22040/44000 | Loss: 2.9041 | LR: 2.56e-04 | 2142.6ms/step | 9.3 samples/s +Step 22050/44000 | Loss: 2.8819 | LR: 2.56e-04 | 2165.7ms/step | 9.2 samples/s +Step 22060/44000 | Loss: 2.9666 | LR: 2.56e-04 | 2147.5ms/step | 9.3 samples/s +Step 22070/44000 | Loss: 2.9523 | LR: 2.56e-04 | 2153.0ms/step | 9.3 samples/s +Step 22080/44000 | Loss: 2.9062 | LR: 2.55e-04 | 2149.9ms/step | 9.3 samples/s +Step 22090/44000 | Loss: 2.9985 | LR: 2.55e-04 | 2161.1ms/step | 9.3 samples/s +Step 22100/44000 | Loss: 2.9850 | LR: 2.55e-04 | 2135.5ms/step | 9.4 samples/s +Step 22110/44000 | Loss: 2.9070 | LR: 2.55e-04 | 2132.9ms/step | 9.4 samples/s +Step 22120/44000 | Loss: 2.9266 | LR: 2.55e-04 | 2053.4ms/step | 9.7 samples/s +Step 22130/44000 | Loss: 2.9567 | LR: 2.54e-04 | 2151.8ms/step | 9.3 samples/s +Step 22140/44000 | Loss: 2.9427 | LR: 2.54e-04 | 2155.0ms/step | 9.3 samples/s +Step 22150/44000 | Loss: 2.9802 | LR: 2.54e-04 | 2148.6ms/step | 9.3 samples/s +Step 22160/44000 | Loss: 3.0100 | LR: 2.54e-04 | 2171.0ms/step | 9.2 samples/s +Step 22170/44000 | Loss: 2.9404 | LR: 2.54e-04 | 2158.6ms/step | 9.3 samples/s +Step 22180/44000 | Loss: 2.9728 | LR: 2.54e-04 | 2156.3ms/step | 9.3 samples/s +Step 22190/44000 | Loss: 2.9739 | LR: 2.53e-04 | 2172.4ms/step | 9.2 samples/s +Step 22200/44000 | Loss: 2.8838 | LR: 2.53e-04 | 2163.8ms/step | 9.2 samples/s +Step 22210/44000 | Loss: 2.9932 | LR: 2.53e-04 | 2173.6ms/step | 9.2 samples/s +Step 22220/44000 | Loss: 2.8945 | LR: 2.53e-04 | 2155.5ms/step | 9.3 samples/s +Step 22230/44000 | Loss: 2.9478 | LR: 2.53e-04 | 2139.8ms/step | 9.3 samples/s +Step 22240/44000 | Loss: 2.9471 | LR: 2.52e-04 | 2171.6ms/step | 9.2 samples/s +Step 22250/44000 | Loss: 2.9391 | LR: 2.52e-04 | 2182.6ms/step | 9.2 samples/s +Step 22260/44000 | Loss: 2.9383 | LR: 2.52e-04 | 2161.2ms/step | 9.3 samples/s +Step 22270/44000 | Loss: 2.8954 | LR: 2.52e-04 | 2138.9ms/step | 9.4 samples/s +Step 22280/44000 | Loss: 2.9507 | LR: 2.52e-04 | 2157.0ms/step | 9.3 samples/s +Step 22290/44000 | Loss: 2.9643 | LR: 2.52e-04 | 2149.4ms/step | 9.3 samples/s +Step 22300/44000 | Loss: 2.9563 | LR: 2.51e-04 | 2156.2ms/step | 9.3 samples/s +Step 22310/44000 | Loss: 2.9135 | LR: 2.51e-04 | 2141.7ms/step | 9.3 samples/s +Step 22320/44000 | Loss: 2.8937 | LR: 2.51e-04 | 2172.5ms/step | 9.2 samples/s +Step 22330/44000 | Loss: 2.9550 | LR: 2.51e-04 | 2129.0ms/step | 9.4 samples/s +Step 22340/44000 | Loss: 2.9508 | LR: 2.51e-04 | 2116.7ms/step | 9.4 samples/s +Step 22350/44000 | Loss: 2.9493 | LR: 2.50e-04 | 2189.4ms/step | 9.1 samples/s +Step 22360/44000 | Loss: 2.9193 | LR: 2.50e-04 | 2147.2ms/step | 9.3 samples/s +Step 22370/44000 | Loss: 3.0008 | LR: 2.50e-04 | 2155.6ms/step | 9.3 samples/s +Step 22380/44000 | Loss: 2.9424 | LR: 2.50e-04 | 2128.6ms/step | 9.4 samples/s +Step 22390/44000 | Loss: 2.9716 | LR: 2.50e-04 | 2145.8ms/step | 9.3 samples/s +Step 22400/44000 | Loss: 2.9455 | LR: 2.50e-04 | 2132.4ms/step | 9.4 samples/s +Step 22410/44000 | Loss: 2.9672 | LR: 2.49e-04 | 2137.6ms/step | 9.4 samples/s +Step 22420/44000 | Loss: 2.9246 | LR: 2.49e-04 | 2153.2ms/step | 9.3 samples/s +Step 22430/44000 | Loss: 2.9141 | LR: 2.49e-04 | 2137.5ms/step | 9.4 samples/s +Step 22440/44000 | Loss: 2.9809 | LR: 2.49e-04 | 2133.1ms/step | 9.4 samples/s +Step 22450/44000 | Loss: 2.9413 | LR: 2.49e-04 | 2183.9ms/step | 9.2 samples/s +Step 22460/44000 | Loss: 2.9497 | LR: 2.48e-04 | 2180.0ms/step | 9.2 samples/s +Step 22470/44000 | Loss: 2.9631 | LR: 2.48e-04 | 2139.4ms/step | 9.3 samples/s +Step 22480/44000 | Loss: 2.9185 | LR: 2.48e-04 | 2144.2ms/step | 9.3 samples/s +Step 22490/44000 | Loss: 2.9220 | LR: 2.48e-04 | 2156.2ms/step | 9.3 samples/s +Step 22500/44000 | Loss: 2.9266 | LR: 2.48e-04 | 2140.0ms/step | 9.3 samples/s +Step 22510/44000 | Loss: 2.9514 | LR: 2.48e-04 | 2164.0ms/step | 9.2 samples/s +Step 22520/44000 | Loss: 2.9665 | LR: 2.47e-04 | 2146.3ms/step | 9.3 samples/s +Step 22530/44000 | Loss: 3.0431 | LR: 2.47e-04 | 2157.4ms/step | 9.3 samples/s +Step 22540/44000 | Loss: 2.9466 | LR: 2.47e-04 | 2158.5ms/step | 9.3 samples/s +Step 22550/44000 | Loss: 2.9628 | LR: 2.47e-04 | 2144.6ms/step | 9.3 samples/s +Step 22560/44000 | Loss: 2.9402 | LR: 2.47e-04 | 2152.4ms/step | 9.3 samples/s +Step 22570/44000 | Loss: 2.9854 | LR: 2.46e-04 | 2216.7ms/step | 9.0 samples/s +Step 22580/44000 | Loss: 2.9582 | LR: 2.46e-04 | 2187.7ms/step | 9.1 samples/s +Step 22590/44000 | Loss: 2.9382 | LR: 2.46e-04 | 2145.6ms/step | 9.3 samples/s +Step 22600/44000 | Loss: 2.9045 | LR: 2.46e-04 | 2173.9ms/step | 9.2 samples/s +Step 22610/44000 | Loss: 2.9582 | LR: 2.46e-04 | 2151.6ms/step | 9.3 samples/s +Step 22620/44000 | Loss: 2.9556 | LR: 2.46e-04 | 2142.1ms/step | 9.3 samples/s +Step 22630/44000 | Loss: 2.9088 | LR: 2.45e-04 | 2168.2ms/step | 9.2 samples/s +Step 22640/44000 | Loss: 2.9612 | LR: 2.45e-04 | 2187.1ms/step | 9.1 samples/s +Step 22650/44000 | Loss: 2.9682 | LR: 2.45e-04 | 2156.5ms/step | 9.3 samples/s +Step 22660/44000 | Loss: 2.9546 | LR: 2.45e-04 | 2175.3ms/step | 9.2 samples/s +Step 22670/44000 | Loss: 2.9342 | LR: 2.45e-04 | 2165.1ms/step | 9.2 samples/s +Step 22680/44000 | Loss: 2.9942 | LR: 2.44e-04 | 2159.8ms/step | 9.3 samples/s +Step 22690/44000 | Loss: 2.9020 | LR: 2.44e-04 | 2166.3ms/step | 9.2 samples/s +Step 22700/44000 | Loss: 2.9202 | LR: 2.44e-04 | 2160.2ms/step | 9.3 samples/s +Step 22710/44000 | Loss: 2.9329 | LR: 2.44e-04 | 2157.7ms/step | 9.3 samples/s +Step 22720/44000 | Loss: 2.9574 | LR: 2.44e-04 | 2152.3ms/step | 9.3 samples/s +Step 22730/44000 | Loss: 2.9100 | LR: 2.44e-04 | 2184.3ms/step | 9.2 samples/s +Step 22740/44000 | Loss: 2.9353 | LR: 2.43e-04 | 2156.6ms/step | 9.3 samples/s +Step 22750/44000 | Loss: 2.9038 | LR: 2.43e-04 | 2195.2ms/step | 9.1 samples/s +Step 22760/44000 | Loss: 2.9363 | LR: 2.43e-04 | 2169.6ms/step | 9.2 samples/s +Step 22770/44000 | Loss: 2.9267 | LR: 2.43e-04 | 2158.5ms/step | 9.3 samples/s +Step 22780/44000 | Loss: 2.9611 | LR: 2.43e-04 | 2163.2ms/step | 9.2 samples/s +Step 22790/44000 | Loss: 2.9512 | LR: 2.42e-04 | 2143.3ms/step | 9.3 samples/s +Step 22800/44000 | Loss: 2.9469 | LR: 2.42e-04 | 2160.1ms/step | 9.3 samples/s +Step 22810/44000 | Loss: 2.9714 | LR: 2.42e-04 | 2170.0ms/step | 9.2 samples/s +Step 22820/44000 | Loss: 2.9620 | LR: 2.42e-04 | 2137.6ms/step | 9.4 samples/s +Step 22830/44000 | Loss: 2.9232 | LR: 2.42e-04 | 2153.4ms/step | 9.3 samples/s +Step 22840/44000 | Loss: 2.9576 | LR: 2.42e-04 | 2182.0ms/step | 9.2 samples/s +Step 22850/44000 | Loss: 2.9293 | LR: 2.41e-04 | 2138.6ms/step | 9.4 samples/s +Step 22860/44000 | Loss: 2.9542 | LR: 2.41e-04 | 2127.6ms/step | 9.4 samples/s +Step 22870/44000 | Loss: 2.9389 | LR: 2.41e-04 | 2137.3ms/step | 9.4 samples/s +Step 22880/44000 | Loss: 2.9497 | LR: 2.41e-04 | 2133.5ms/step | 9.4 samples/s +Step 22890/44000 | Loss: 2.9315 | LR: 2.41e-04 | 2178.2ms/step | 9.2 samples/s +Step 22900/44000 | Loss: 2.9616 | LR: 2.40e-04 | 2141.6ms/step | 9.3 samples/s +Step 22910/44000 | Loss: 2.9291 | LR: 2.40e-04 | 2180.7ms/step | 9.2 samples/s +Step 22920/44000 | Loss: 2.9542 | LR: 2.40e-04 | 2149.2ms/step | 9.3 samples/s +Step 22930/44000 | Loss: 2.9048 | LR: 2.40e-04 | 2153.9ms/step | 9.3 samples/s +Step 22940/44000 | Loss: 2.9620 | LR: 2.40e-04 | 2151.0ms/step | 9.3 samples/s +Step 22950/44000 | Loss: 2.9153 | LR: 2.40e-04 | 2145.2ms/step | 9.3 samples/s +Step 22960/44000 | Loss: 2.9116 | LR: 2.39e-04 | 2167.6ms/step | 9.2 samples/s +Step 22970/44000 | Loss: 2.9622 | LR: 2.39e-04 | 2156.9ms/step | 9.3 samples/s +Step 22980/44000 | Loss: 2.9696 | LR: 2.39e-04 | 2139.7ms/step | 9.3 samples/s +Step 22990/44000 | Loss: 2.9271 | LR: 2.39e-04 | 2157.9ms/step | 9.3 samples/s +Step 23000/44000 | Loss: 2.9450 | LR: 2.39e-04 | 2168.1ms/step | 9.2 samples/s +Validation at step 23000: Loss = 2.9497, Perplexity = 19.10 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-23000 +Step 23010/44000 | Loss: 2.9275 | LR: 2.38e-04 | 4522.9ms/step | 4.4 samples/s +Step 23020/44000 | Loss: 2.9390 | LR: 2.38e-04 | 2139.7ms/step | 9.3 samples/s +Step 23030/44000 | Loss: 2.9572 | LR: 2.38e-04 | 2130.3ms/step | 9.4 samples/s +Step 23040/44000 | Loss: 2.9350 | LR: 2.38e-04 | 2163.8ms/step | 9.2 samples/s +Step 23050/44000 | Loss: 2.9180 | LR: 2.38e-04 | 2141.9ms/step | 9.3 samples/s +Step 23060/44000 | Loss: 2.9466 | LR: 2.38e-04 | 2130.2ms/step | 9.4 samples/s +Step 23070/44000 | Loss: 2.9110 | LR: 2.37e-04 | 2203.4ms/step | 9.1 samples/s +Step 23080/44000 | Loss: 2.9390 | LR: 2.37e-04 | 2177.6ms/step | 9.2 samples/s +Step 23090/44000 | Loss: 2.9239 | LR: 2.37e-04 | 2171.1ms/step | 9.2 samples/s +Step 23100/44000 | Loss: 2.9147 | LR: 2.37e-04 | 2145.9ms/step | 9.3 samples/s +Step 23110/44000 | Loss: 2.9276 | LR: 2.37e-04 | 2142.6ms/step | 9.3 samples/s +Step 23120/44000 | Loss: 3.0088 | LR: 2.36e-04 | 2056.2ms/step | 9.7 samples/s +Step 23130/44000 | Loss: 2.9484 | LR: 2.36e-04 | 2095.3ms/step | 9.5 samples/s +Step 23140/44000 | Loss: 2.9229 | LR: 2.36e-04 | 2168.3ms/step | 9.2 samples/s +Step 23150/44000 | Loss: 2.9469 | LR: 2.36e-04 | 2140.8ms/step | 9.3 samples/s +Step 23160/44000 | Loss: 2.9413 | LR: 2.36e-04 | 2130.9ms/step | 9.4 samples/s +Step 23170/44000 | Loss: 2.9387 | LR: 2.36e-04 | 2177.8ms/step | 9.2 samples/s +Step 23180/44000 | Loss: 2.9701 | LR: 2.35e-04 | 2175.7ms/step | 9.2 samples/s +Step 23190/44000 | Loss: 2.9859 | LR: 2.35e-04 | 2111.7ms/step | 9.5 samples/s +Step 23200/44000 | Loss: 2.9274 | LR: 2.35e-04 | 2187.5ms/step | 9.1 samples/s +Step 23210/44000 | Loss: 2.9414 | LR: 2.35e-04 | 2146.4ms/step | 9.3 samples/s +Step 23220/44000 | Loss: 2.9337 | LR: 2.35e-04 | 2201.9ms/step | 9.1 samples/s +Step 23230/44000 | Loss: 2.8961 | LR: 2.34e-04 | 2154.9ms/step | 9.3 samples/s +Step 23240/44000 | Loss: 2.9726 | LR: 2.34e-04 | 2142.3ms/step | 9.3 samples/s +Step 23250/44000 | Loss: 2.9226 | LR: 2.34e-04 | 2177.4ms/step | 9.2 samples/s +Step 23260/44000 | Loss: 3.0267 | LR: 2.34e-04 | 2190.9ms/step | 9.1 samples/s +Step 23270/44000 | Loss: 2.9006 | LR: 2.34e-04 | 2145.0ms/step | 9.3 samples/s +Step 23280/44000 | Loss: 2.9129 | LR: 2.34e-04 | 2160.2ms/step | 9.3 samples/s +Step 23290/44000 | Loss: 2.8867 | LR: 2.33e-04 | 2163.3ms/step | 9.2 samples/s +Step 23300/44000 | Loss: 2.9092 | LR: 2.33e-04 | 2217.2ms/step | 9.0 samples/s +Step 23310/44000 | Loss: 2.9415 | LR: 2.33e-04 | 2161.3ms/step | 9.3 samples/s +Step 23320/44000 | Loss: 2.9713 | LR: 2.33e-04 | 2164.9ms/step | 9.2 samples/s +Step 23330/44000 | Loss: 2.9605 | LR: 2.33e-04 | 2179.4ms/step | 9.2 samples/s +Step 23340/44000 | Loss: 2.9301 | LR: 2.32e-04 | 2207.1ms/step | 9.1 samples/s +Step 23350/44000 | Loss: 2.9116 | LR: 2.32e-04 | 2161.2ms/step | 9.3 samples/s +Step 23360/44000 | Loss: 2.9377 | LR: 2.32e-04 | 2156.1ms/step | 9.3 samples/s +Step 23370/44000 | Loss: 2.9575 | LR: 2.32e-04 | 2161.2ms/step | 9.3 samples/s +Step 23380/44000 | Loss: 2.9336 | LR: 2.32e-04 | 2181.8ms/step | 9.2 samples/s +Step 23390/44000 | Loss: 2.9618 | LR: 2.32e-04 | 2172.6ms/step | 9.2 samples/s +Step 23400/44000 | Loss: 2.9312 | LR: 2.31e-04 | 2165.8ms/step | 9.2 samples/s +Step 23410/44000 | Loss: 2.9351 | LR: 2.31e-04 | 2169.9ms/step | 9.2 samples/s +Step 23420/44000 | Loss: 2.9252 | LR: 2.31e-04 | 2197.3ms/step | 9.1 samples/s +Step 23430/44000 | Loss: 2.9410 | LR: 2.31e-04 | 2174.7ms/step | 9.2 samples/s +Step 23440/44000 | Loss: 2.8995 | LR: 2.31e-04 | 2147.6ms/step | 9.3 samples/s +Step 23450/44000 | Loss: 2.9564 | LR: 2.30e-04 | 2170.9ms/step | 9.2 samples/s +Step 23460/44000 | Loss: 2.9101 | LR: 2.30e-04 | 2203.0ms/step | 9.1 samples/s +Step 23470/44000 | Loss: 2.9197 | LR: 2.30e-04 | 2181.4ms/step | 9.2 samples/s +Step 23480/44000 | Loss: 2.9446 | LR: 2.30e-04 | 2143.7ms/step | 9.3 samples/s +Step 23490/44000 | Loss: 2.9241 | LR: 2.30e-04 | 2130.9ms/step | 9.4 samples/s +Step 23500/44000 | Loss: 2.8970 | LR: 2.30e-04 | 2171.1ms/step | 9.2 samples/s +Step 23510/44000 | Loss: 2.9389 | LR: 2.29e-04 | 2209.3ms/step | 9.1 samples/s +Step 23520/44000 | Loss: 2.9272 | LR: 2.29e-04 | 2191.1ms/step | 9.1 samples/s +Step 23530/44000 | Loss: 2.9452 | LR: 2.29e-04 | 2168.7ms/step | 9.2 samples/s +Step 23540/44000 | Loss: 2.9669 | LR: 2.29e-04 | 2169.0ms/step | 9.2 samples/s +Step 23550/44000 | Loss: 2.9256 | LR: 2.29e-04 | 2232.7ms/step | 9.0 samples/s +Step 23560/44000 | Loss: 2.9236 | LR: 2.29e-04 | 2132.1ms/step | 9.4 samples/s +Step 23570/44000 | Loss: 2.9131 | LR: 2.28e-04 | 2157.9ms/step | 9.3 samples/s +Step 23580/44000 | Loss: 2.9495 | LR: 2.28e-04 | 2159.8ms/step | 9.3 samples/s +Step 23590/44000 | Loss: 2.9505 | LR: 2.28e-04 | 2176.3ms/step | 9.2 samples/s +Step 23600/44000 | Loss: 2.9038 | LR: 2.28e-04 | 2216.4ms/step | 9.0 samples/s +Step 23610/44000 | Loss: 2.9398 | LR: 2.28e-04 | 2152.4ms/step | 9.3 samples/s +Step 23620/44000 | Loss: 2.9502 | LR: 2.27e-04 | 2154.8ms/step | 9.3 samples/s +Step 23630/44000 | Loss: 2.8860 | LR: 2.27e-04 | 2379.8ms/step | 8.4 samples/s +Step 23640/44000 | Loss: 2.9521 | LR: 2.27e-04 | 2205.8ms/step | 9.1 samples/s +Step 23650/44000 | Loss: 2.8904 | LR: 2.27e-04 | 2172.9ms/step | 9.2 samples/s +Step 23660/44000 | Loss: 2.9548 | LR: 2.27e-04 | 2160.8ms/step | 9.3 samples/s +Step 23670/44000 | Loss: 2.9419 | LR: 2.27e-04 | 2139.7ms/step | 9.3 samples/s +Step 23680/44000 | Loss: 2.9314 | LR: 2.26e-04 | 2148.6ms/step | 9.3 samples/s +Step 23690/44000 | Loss: 2.9499 | LR: 2.26e-04 | 2238.0ms/step | 8.9 samples/s +Step 23700/44000 | Loss: 2.9210 | LR: 2.26e-04 | 2334.4ms/step | 8.6 samples/s +Step 23710/44000 | Loss: 2.9180 | LR: 2.26e-04 | 2143.2ms/step | 9.3 samples/s +Step 23720/44000 | Loss: 2.9550 | LR: 2.26e-04 | 2146.3ms/step | 9.3 samples/s +Step 23730/44000 | Loss: 2.9634 | LR: 2.25e-04 | 2151.0ms/step | 9.3 samples/s +Step 23740/44000 | Loss: 2.9455 | LR: 2.25e-04 | 2172.4ms/step | 9.2 samples/s +Step 23750/44000 | Loss: 2.9461 | LR: 2.25e-04 | 2156.2ms/step | 9.3 samples/s +Step 23760/44000 | Loss: 2.9362 | LR: 2.25e-04 | 2194.1ms/step | 9.1 samples/s +Step 23770/44000 | Loss: 2.9502 | LR: 2.25e-04 | 2169.3ms/step | 9.2 samples/s +Step 23780/44000 | Loss: 2.8950 | LR: 2.25e-04 | 2142.7ms/step | 9.3 samples/s +Step 23790/44000 | Loss: 2.9127 | LR: 2.24e-04 | 2157.0ms/step | 9.3 samples/s +Step 23800/44000 | Loss: 2.9307 | LR: 2.24e-04 | 2142.6ms/step | 9.3 samples/s +Step 23810/44000 | Loss: 2.8996 | LR: 2.24e-04 | 2180.2ms/step | 9.2 samples/s +Step 23820/44000 | Loss: 2.9300 | LR: 2.24e-04 | 2190.7ms/step | 9.1 samples/s +Step 23830/44000 | Loss: 2.9308 | LR: 2.24e-04 | 2154.3ms/step | 9.3 samples/s +Step 23840/44000 | Loss: 2.8520 | LR: 2.23e-04 | 2151.1ms/step | 9.3 samples/s +Step 23850/44000 | Loss: 2.9414 | LR: 2.23e-04 | 2137.5ms/step | 9.4 samples/s +Step 23860/44000 | Loss: 2.9652 | LR: 2.23e-04 | 2130.5ms/step | 9.4 samples/s +Step 23870/44000 | Loss: 2.9311 | LR: 2.23e-04 | 2144.4ms/step | 9.3 samples/s +Step 23880/44000 | Loss: 2.9119 | LR: 2.23e-04 | 2147.7ms/step | 9.3 samples/s +Step 23890/44000 | Loss: 2.9108 | LR: 2.23e-04 | 2139.8ms/step | 9.3 samples/s +Step 23900/44000 | Loss: 2.9368 | LR: 2.22e-04 | 2158.9ms/step | 9.3 samples/s +Step 23910/44000 | Loss: 2.9403 | LR: 2.22e-04 | 2139.2ms/step | 9.3 samples/s +Step 23920/44000 | Loss: 2.9739 | LR: 2.22e-04 | 2128.2ms/step | 9.4 samples/s +Step 23930/44000 | Loss: 2.9793 | LR: 2.22e-04 | 2148.4ms/step | 9.3 samples/s +Step 23940/44000 | Loss: 2.9322 | LR: 2.22e-04 | 2139.1ms/step | 9.3 samples/s +Step 23950/44000 | Loss: 2.9587 | LR: 2.21e-04 | 2151.5ms/step | 9.3 samples/s +Step 23960/44000 | Loss: 2.9877 | LR: 2.21e-04 | 2117.1ms/step | 9.4 samples/s +Step 23970/44000 | Loss: 2.9640 | LR: 2.21e-04 | 2139.1ms/step | 9.3 samples/s +Step 23980/44000 | Loss: 2.9056 | LR: 2.21e-04 | 2157.2ms/step | 9.3 samples/s +Step 23990/44000 | Loss: 2.9446 | LR: 2.21e-04 | 2187.4ms/step | 9.1 samples/s +Step 24000/44000 | Loss: 2.9227 | LR: 2.21e-04 | 2166.0ms/step | 9.2 samples/s +Validation at step 24000: Loss = 2.9421, Perplexity = 18.96 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-24000 +Step 24010/44000 | Loss: 2.9562 | LR: 2.20e-04 | 4473.1ms/step | 4.5 samples/s +Step 24020/44000 | Loss: 2.9561 | LR: 2.20e-04 | 2149.4ms/step | 9.3 samples/s +Step 24030/44000 | Loss: 2.9363 | LR: 2.20e-04 | 2135.7ms/step | 9.4 samples/s +Step 24040/44000 | Loss: 2.9737 | LR: 2.20e-04 | 2143.9ms/step | 9.3 samples/s +Step 24050/44000 | Loss: 2.9081 | LR: 2.20e-04 | 2144.9ms/step | 9.3 samples/s +Step 24060/44000 | Loss: 2.9455 | LR: 2.19e-04 | 2150.3ms/step | 9.3 samples/s +Step 24070/44000 | Loss: 2.9186 | LR: 2.19e-04 | 2155.6ms/step | 9.3 samples/s +Step 24080/44000 | Loss: 2.9149 | LR: 2.19e-04 | 2161.2ms/step | 9.3 samples/s +Step 24090/44000 | Loss: 2.9444 | LR: 2.19e-04 | 2161.0ms/step | 9.3 samples/s +Step 24100/44000 | Loss: 2.9035 | LR: 2.19e-04 | 2146.3ms/step | 9.3 samples/s +Step 24110/44000 | Loss: 2.9679 | LR: 2.19e-04 | 2148.4ms/step | 9.3 samples/s +Step 24120/44000 | Loss: 2.9079 | LR: 2.18e-04 | 2125.7ms/step | 9.4 samples/s +Step 24130/44000 | Loss: 2.9752 | LR: 2.18e-04 | 2014.7ms/step | 9.9 samples/s +Step 24140/44000 | Loss: 2.9175 | LR: 2.18e-04 | 2134.8ms/step | 9.4 samples/s +Step 24150/44000 | Loss: 2.9420 | LR: 2.18e-04 | 2151.8ms/step | 9.3 samples/s +Step 24160/44000 | Loss: 2.9404 | LR: 2.18e-04 | 2154.4ms/step | 9.3 samples/s +Step 24170/44000 | Loss: 2.9044 | LR: 2.17e-04 | 2158.6ms/step | 9.3 samples/s +Step 24180/44000 | Loss: 2.9527 | LR: 2.17e-04 | 2143.7ms/step | 9.3 samples/s +Step 24190/44000 | Loss: 2.9904 | LR: 2.17e-04 | 2165.8ms/step | 9.2 samples/s +Step 24200/44000 | Loss: 2.9138 | LR: 2.17e-04 | 2158.9ms/step | 9.3 samples/s +Step 24210/44000 | Loss: 2.9766 | LR: 2.17e-04 | 2153.7ms/step | 9.3 samples/s +Step 24220/44000 | Loss: 2.9080 | LR: 2.17e-04 | 2128.7ms/step | 9.4 samples/s +Step 24230/44000 | Loss: 2.9032 | LR: 2.16e-04 | 2132.5ms/step | 9.4 samples/s +Step 24240/44000 | Loss: 2.9067 | LR: 2.16e-04 | 2169.5ms/step | 9.2 samples/s +Step 24250/44000 | Loss: 2.9335 | LR: 2.16e-04 | 2128.7ms/step | 9.4 samples/s +Step 24260/44000 | Loss: 2.9157 | LR: 2.16e-04 | 2149.3ms/step | 9.3 samples/s +Step 24270/44000 | Loss: 2.9528 | LR: 2.16e-04 | 2134.1ms/step | 9.4 samples/s +Step 24280/44000 | Loss: 2.9340 | LR: 2.16e-04 | 2152.6ms/step | 9.3 samples/s +Step 24290/44000 | Loss: 2.9241 | LR: 2.15e-04 | 2144.8ms/step | 9.3 samples/s +Step 24300/44000 | Loss: 2.9766 | LR: 2.15e-04 | 2148.9ms/step | 9.3 samples/s +Step 24310/44000 | Loss: 2.9298 | LR: 2.15e-04 | 2144.7ms/step | 9.3 samples/s +Step 24320/44000 | Loss: 2.8956 | LR: 2.15e-04 | 2147.2ms/step | 9.3 samples/s +Step 24330/44000 | Loss: 2.9312 | LR: 2.15e-04 | 2138.9ms/step | 9.4 samples/s +Step 24340/44000 | Loss: 2.9226 | LR: 2.14e-04 | 2147.7ms/step | 9.3 samples/s +Step 24350/44000 | Loss: 2.9023 | LR: 2.14e-04 | 2148.3ms/step | 9.3 samples/s +Step 24360/44000 | Loss: 2.9374 | LR: 2.14e-04 | 2156.9ms/step | 9.3 samples/s +Step 24370/44000 | Loss: 2.9204 | LR: 2.14e-04 | 2149.3ms/step | 9.3 samples/s +Step 24380/44000 | Loss: 2.9034 | LR: 2.14e-04 | 2143.7ms/step | 9.3 samples/s +Step 24390/44000 | Loss: 2.9135 | LR: 2.14e-04 | 2138.3ms/step | 9.4 samples/s +Step 24400/44000 | Loss: 2.9275 | LR: 2.13e-04 | 2145.7ms/step | 9.3 samples/s +Step 24410/44000 | Loss: 2.9606 | LR: 2.13e-04 | 2168.1ms/step | 9.2 samples/s +Step 24420/44000 | Loss: 2.9117 | LR: 2.13e-04 | 2153.9ms/step | 9.3 samples/s +Step 24430/44000 | Loss: 2.9524 | LR: 2.13e-04 | 2127.7ms/step | 9.4 samples/s +Step 24440/44000 | Loss: 2.9004 | LR: 2.13e-04 | 2159.7ms/step | 9.3 samples/s +Step 24450/44000 | Loss: 2.9326 | LR: 2.12e-04 | 2145.6ms/step | 9.3 samples/s +Step 24460/44000 | Loss: 2.9243 | LR: 2.12e-04 | 2153.8ms/step | 9.3 samples/s +Step 24470/44000 | Loss: 2.9543 | LR: 2.12e-04 | 2140.8ms/step | 9.3 samples/s +Step 24480/44000 | Loss: 2.9313 | LR: 2.12e-04 | 2138.2ms/step | 9.4 samples/s +Step 24490/44000 | Loss: 2.9415 | LR: 2.12e-04 | 2146.9ms/step | 9.3 samples/s +Step 24500/44000 | Loss: 2.9422 | LR: 2.12e-04 | 2134.6ms/step | 9.4 samples/s +Step 24510/44000 | Loss: 2.9473 | LR: 2.11e-04 | 2142.8ms/step | 9.3 samples/s +Step 24520/44000 | Loss: 2.9439 | LR: 2.11e-04 | 2144.4ms/step | 9.3 samples/s +Step 24530/44000 | Loss: 2.9040 | LR: 2.11e-04 | 2144.1ms/step | 9.3 samples/s +Step 24540/44000 | Loss: 2.9113 | LR: 2.11e-04 | 2164.9ms/step | 9.2 samples/s +Step 24550/44000 | Loss: 2.9554 | LR: 2.11e-04 | 2157.5ms/step | 9.3 samples/s +Step 24560/44000 | Loss: 2.9377 | LR: 2.10e-04 | 2147.0ms/step | 9.3 samples/s +Step 24570/44000 | Loss: 2.9233 | LR: 2.10e-04 | 2167.8ms/step | 9.2 samples/s +Step 24580/44000 | Loss: 2.9323 | LR: 2.10e-04 | 2148.9ms/step | 9.3 samples/s +Step 24590/44000 | Loss: 2.8727 | LR: 2.10e-04 | 2139.0ms/step | 9.4 samples/s +Step 24600/44000 | Loss: 2.9459 | LR: 2.10e-04 | 2139.4ms/step | 9.3 samples/s +Step 24610/44000 | Loss: 2.9350 | LR: 2.10e-04 | 2152.4ms/step | 9.3 samples/s +Step 24620/44000 | Loss: 2.9065 | LR: 2.09e-04 | 2160.1ms/step | 9.3 samples/s +Step 24630/44000 | Loss: 2.9149 | LR: 2.09e-04 | 2141.8ms/step | 9.3 samples/s +Step 24640/44000 | Loss: 2.9425 | LR: 2.09e-04 | 2156.8ms/step | 9.3 samples/s +Step 24650/44000 | Loss: 2.9076 | LR: 2.09e-04 | 2169.5ms/step | 9.2 samples/s +Step 24660/44000 | Loss: 2.9026 | LR: 2.09e-04 | 2180.7ms/step | 9.2 samples/s +Step 24670/44000 | Loss: 2.9294 | LR: 2.09e-04 | 2160.4ms/step | 9.3 samples/s +Step 24680/44000 | Loss: 2.8990 | LR: 2.08e-04 | 2137.0ms/step | 9.4 samples/s +Step 24690/44000 | Loss: 2.9410 | LR: 2.08e-04 | 2139.5ms/step | 9.3 samples/s +Step 24700/44000 | Loss: 2.9357 | LR: 2.08e-04 | 2118.0ms/step | 9.4 samples/s +Step 24710/44000 | Loss: 2.9194 | LR: 2.08e-04 | 2143.2ms/step | 9.3 samples/s +Step 24720/44000 | Loss: 2.9380 | LR: 2.08e-04 | 2138.7ms/step | 9.4 samples/s +Step 24730/44000 | Loss: 2.9254 | LR: 2.07e-04 | 2135.2ms/step | 9.4 samples/s +Step 24740/44000 | Loss: 2.8992 | LR: 2.07e-04 | 2136.8ms/step | 9.4 samples/s +Step 24750/44000 | Loss: 2.9140 | LR: 2.07e-04 | 2126.7ms/step | 9.4 samples/s +Step 24760/44000 | Loss: 2.9033 | LR: 2.07e-04 | 2120.1ms/step | 9.4 samples/s +Step 24770/44000 | Loss: 2.9222 | LR: 2.07e-04 | 2147.4ms/step | 9.3 samples/s +Step 24780/44000 | Loss: 2.9257 | LR: 2.07e-04 | 2146.9ms/step | 9.3 samples/s +Step 24790/44000 | Loss: 2.8898 | LR: 2.06e-04 | 2151.1ms/step | 9.3 samples/s +Step 24800/44000 | Loss: 2.9692 | LR: 2.06e-04 | 2149.9ms/step | 9.3 samples/s +Step 24810/44000 | Loss: 2.8787 | LR: 2.06e-04 | 2160.3ms/step | 9.3 samples/s +Step 24820/44000 | Loss: 2.8787 | LR: 2.06e-04 | 2159.6ms/step | 9.3 samples/s +Step 24830/44000 | Loss: 2.9517 | LR: 2.06e-04 | 2161.5ms/step | 9.3 samples/s +Step 24840/44000 | Loss: 2.9495 | LR: 2.05e-04 | 2140.4ms/step | 9.3 samples/s +Step 24850/44000 | Loss: 2.9068 | LR: 2.05e-04 | 2161.7ms/step | 9.3 samples/s +Step 24860/44000 | Loss: 2.9623 | LR: 2.05e-04 | 2156.3ms/step | 9.3 samples/s +Step 24870/44000 | Loss: 2.9239 | LR: 2.05e-04 | 2168.8ms/step | 9.2 samples/s +Step 24880/44000 | Loss: 2.9380 | LR: 2.05e-04 | 2153.9ms/step | 9.3 samples/s +Step 24890/44000 | Loss: 2.9600 | LR: 2.05e-04 | 2148.7ms/step | 9.3 samples/s +Step 24900/44000 | Loss: 2.9417 | LR: 2.04e-04 | 2150.0ms/step | 9.3 samples/s +Step 24910/44000 | Loss: 2.9122 | LR: 2.04e-04 | 2161.0ms/step | 9.3 samples/s +Step 24920/44000 | Loss: 2.9241 | LR: 2.04e-04 | 2138.6ms/step | 9.4 samples/s +Step 24930/44000 | Loss: 2.9601 | LR: 2.04e-04 | 2163.6ms/step | 9.2 samples/s +Step 24940/44000 | Loss: 2.9044 | LR: 2.04e-04 | 2145.3ms/step | 9.3 samples/s +Step 24950/44000 | Loss: 2.9021 | LR: 2.04e-04 | 2159.7ms/step | 9.3 samples/s +Step 24960/44000 | Loss: 2.9011 | LR: 2.03e-04 | 2170.4ms/step | 9.2 samples/s +Step 24970/44000 | Loss: 2.9382 | LR: 2.03e-04 | 2159.2ms/step | 9.3 samples/s +Step 24980/44000 | Loss: 2.9226 | LR: 2.03e-04 | 2151.8ms/step | 9.3 samples/s +Step 24990/44000 | Loss: 2.9037 | LR: 2.03e-04 | 2171.9ms/step | 9.2 samples/s +Step 25000/44000 | Loss: 2.9402 | LR: 2.03e-04 | 2135.3ms/step | 9.4 samples/s +Validation at step 25000: Loss = 2.9337, Perplexity = 18.80 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-25000 +Step 25010/44000 | Loss: 2.9440 | LR: 2.02e-04 | 4498.3ms/step | 4.4 samples/s +Step 25020/44000 | Loss: 2.9517 | LR: 2.02e-04 | 2164.3ms/step | 9.2 samples/s +Step 25030/44000 | Loss: 2.9453 | LR: 2.02e-04 | 2165.1ms/step | 9.2 samples/s +Step 25040/44000 | Loss: 2.8953 | LR: 2.02e-04 | 2164.0ms/step | 9.2 samples/s +Step 25050/44000 | Loss: 2.9294 | LR: 2.02e-04 | 2152.0ms/step | 9.3 samples/s +Step 25060/44000 | Loss: 2.9282 | LR: 2.02e-04 | 2154.2ms/step | 9.3 samples/s +Step 25070/44000 | Loss: 2.9522 | LR: 2.01e-04 | 2147.5ms/step | 9.3 samples/s +Step 25080/44000 | Loss: 2.9275 | LR: 2.01e-04 | 2141.5ms/step | 9.3 samples/s +Step 25090/44000 | Loss: 2.9199 | LR: 2.01e-04 | 2158.2ms/step | 9.3 samples/s +Step 25100/44000 | Loss: 2.9101 | LR: 2.01e-04 | 2174.4ms/step | 9.2 samples/s +Step 25110/44000 | Loss: 2.9066 | LR: 2.01e-04 | 2134.4ms/step | 9.4 samples/s +Step 25120/44000 | Loss: 2.9461 | LR: 2.00e-04 | 2140.0ms/step | 9.3 samples/s +Step 25130/44000 | Loss: 2.8971 | LR: 2.00e-04 | 2019.9ms/step | 9.9 samples/s +Step 25140/44000 | Loss: 2.9516 | LR: 2.00e-04 | 2171.5ms/step | 9.2 samples/s +Step 25150/44000 | Loss: 2.9089 | LR: 2.00e-04 | 2151.0ms/step | 9.3 samples/s +Step 25160/44000 | Loss: 2.9526 | LR: 2.00e-04 | 2177.7ms/step | 9.2 samples/s +Step 25170/44000 | Loss: 2.9234 | LR: 2.00e-04 | 2165.7ms/step | 9.2 samples/s +Step 25180/44000 | Loss: 2.9143 | LR: 1.99e-04 | 2156.5ms/step | 9.3 samples/s +Step 25190/44000 | Loss: 2.9403 | LR: 1.99e-04 | 2134.8ms/step | 9.4 samples/s +Step 25200/44000 | Loss: 2.9143 | LR: 1.99e-04 | 2146.7ms/step | 9.3 samples/s +Step 25210/44000 | Loss: 2.8849 | LR: 1.99e-04 | 2137.6ms/step | 9.4 samples/s +Step 25220/44000 | Loss: 2.9161 | LR: 1.99e-04 | 2150.9ms/step | 9.3 samples/s +Step 25230/44000 | Loss: 2.9284 | LR: 1.99e-04 | 2151.4ms/step | 9.3 samples/s +Step 25240/44000 | Loss: 2.9594 | LR: 1.98e-04 | 2150.4ms/step | 9.3 samples/s +Step 25250/44000 | Loss: 2.9450 | LR: 1.98e-04 | 2166.7ms/step | 9.2 samples/s +Step 25260/44000 | Loss: 2.8971 | LR: 1.98e-04 | 2194.0ms/step | 9.1 samples/s +Step 25270/44000 | Loss: 2.9425 | LR: 1.98e-04 | 2140.6ms/step | 9.3 samples/s +Step 25280/44000 | Loss: 2.9026 | LR: 1.98e-04 | 2175.5ms/step | 9.2 samples/s +Step 25290/44000 | Loss: 2.9425 | LR: 1.97e-04 | 2140.0ms/step | 9.3 samples/s +Step 25300/44000 | Loss: 2.9204 | LR: 1.97e-04 | 2132.9ms/step | 9.4 samples/s +Step 25310/44000 | Loss: 2.9263 | LR: 1.97e-04 | 2172.9ms/step | 9.2 samples/s +Step 25320/44000 | Loss: 2.9198 | LR: 1.97e-04 | 2140.6ms/step | 9.3 samples/s +Step 25330/44000 | Loss: 2.9168 | LR: 1.97e-04 | 2146.1ms/step | 9.3 samples/s +Step 25340/44000 | Loss: 2.9236 | LR: 1.97e-04 | 2175.5ms/step | 9.2 samples/s +Step 25350/44000 | Loss: 2.9565 | LR: 1.96e-04 | 2205.6ms/step | 9.1 samples/s +Step 25360/44000 | Loss: 2.9028 | LR: 1.96e-04 | 2150.1ms/step | 9.3 samples/s +Step 25370/44000 | Loss: 2.9057 | LR: 1.96e-04 | 2158.5ms/step | 9.3 samples/s +Step 25380/44000 | Loss: 2.8991 | LR: 1.96e-04 | 2142.6ms/step | 9.3 samples/s +Step 25390/44000 | Loss: 2.9620 | LR: 1.96e-04 | 2177.3ms/step | 9.2 samples/s +Step 25400/44000 | Loss: 2.9570 | LR: 1.96e-04 | 2208.3ms/step | 9.1 samples/s +Step 25410/44000 | Loss: 2.9109 | LR: 1.95e-04 | 2148.2ms/step | 9.3 samples/s +Step 25420/44000 | Loss: 2.9478 | LR: 1.95e-04 | 2163.7ms/step | 9.2 samples/s +Step 25430/44000 | Loss: 2.8934 | LR: 1.95e-04 | 2151.2ms/step | 9.3 samples/s +Step 25440/44000 | Loss: 2.9109 | LR: 1.95e-04 | 2168.7ms/step | 9.2 samples/s +Step 25450/44000 | Loss: 2.9087 | LR: 1.95e-04 | 2148.8ms/step | 9.3 samples/s +Step 25460/44000 | Loss: 2.9117 | LR: 1.94e-04 | 2195.0ms/step | 9.1 samples/s +Step 25470/44000 | Loss: 2.8965 | LR: 1.94e-04 | 2199.0ms/step | 9.1 samples/s +Step 25480/44000 | Loss: 2.9180 | LR: 1.94e-04 | 2138.3ms/step | 9.4 samples/s +Step 25490/44000 | Loss: 2.9262 | LR: 1.94e-04 | 2126.4ms/step | 9.4 samples/s +Step 25500/44000 | Loss: 2.8776 | LR: 1.94e-04 | 2161.9ms/step | 9.3 samples/s +Step 25510/44000 | Loss: 2.9343 | LR: 1.94e-04 | 2137.7ms/step | 9.4 samples/s +Step 25520/44000 | Loss: 2.9382 | LR: 1.93e-04 | 2170.3ms/step | 9.2 samples/s +Step 25530/44000 | Loss: 2.9312 | LR: 1.93e-04 | 2159.8ms/step | 9.3 samples/s +Step 25540/44000 | Loss: 2.9187 | LR: 1.93e-04 | 2153.1ms/step | 9.3 samples/s +Step 25550/44000 | Loss: 2.9139 | LR: 1.93e-04 | 2146.1ms/step | 9.3 samples/s +Step 25560/44000 | Loss: 2.8895 | LR: 1.93e-04 | 2154.4ms/step | 9.3 samples/s +Step 25570/44000 | Loss: 2.8941 | LR: 1.92e-04 | 2159.6ms/step | 9.3 samples/s +Step 25580/44000 | Loss: 2.9098 | LR: 1.92e-04 | 2143.1ms/step | 9.3 samples/s +Step 25590/44000 | Loss: 2.9269 | LR: 1.92e-04 | 2137.2ms/step | 9.4 samples/s +Step 25600/44000 | Loss: 2.9169 | LR: 1.92e-04 | 2175.0ms/step | 9.2 samples/s +Step 25610/44000 | Loss: 2.9072 | LR: 1.92e-04 | 2144.0ms/step | 9.3 samples/s +Step 25620/44000 | Loss: 2.9290 | LR: 1.92e-04 | 2153.8ms/step | 9.3 samples/s +Step 25630/44000 | Loss: 2.9219 | LR: 1.91e-04 | 2189.7ms/step | 9.1 samples/s +Step 25640/44000 | Loss: 2.9321 | LR: 1.91e-04 | 2277.9ms/step | 8.8 samples/s +Step 25650/44000 | Loss: 2.9039 | LR: 1.91e-04 | 2172.1ms/step | 9.2 samples/s +Step 25660/44000 | Loss: 2.9224 | LR: 1.91e-04 | 2170.8ms/step | 9.2 samples/s +Step 25670/44000 | Loss: 2.8884 | LR: 1.91e-04 | 2191.9ms/step | 9.1 samples/s +Step 25680/44000 | Loss: 2.9308 | LR: 1.91e-04 | 2157.9ms/step | 9.3 samples/s +Step 25690/44000 | Loss: 2.9074 | LR: 1.90e-04 | 2171.3ms/step | 9.2 samples/s +Step 25700/44000 | Loss: 2.9553 | LR: 1.90e-04 | 2132.9ms/step | 9.4 samples/s +Step 25710/44000 | Loss: 2.8917 | LR: 1.90e-04 | 2147.6ms/step | 9.3 samples/s +Step 25720/44000 | Loss: 2.9029 | LR: 1.90e-04 | 2179.5ms/step | 9.2 samples/s +Step 25730/44000 | Loss: 2.9120 | LR: 1.90e-04 | 2158.5ms/step | 9.3 samples/s +Step 25740/44000 | Loss: 2.9587 | LR: 1.89e-04 | 2137.6ms/step | 9.4 samples/s +Step 25750/44000 | Loss: 2.8510 | LR: 1.89e-04 | 2142.3ms/step | 9.3 samples/s +Step 25760/44000 | Loss: 2.9032 | LR: 1.89e-04 | 2155.9ms/step | 9.3 samples/s +Step 25770/44000 | Loss: 2.9481 | LR: 1.89e-04 | 2159.1ms/step | 9.3 samples/s +Step 25780/44000 | Loss: 2.9266 | LR: 1.89e-04 | 2162.3ms/step | 9.2 samples/s +Step 25790/44000 | Loss: 2.9180 | LR: 1.89e-04 | 2159.6ms/step | 9.3 samples/s +Step 25800/44000 | Loss: 2.9411 | LR: 1.88e-04 | 2146.0ms/step | 9.3 samples/s +Step 25810/44000 | Loss: 2.9288 | LR: 1.88e-04 | 2137.7ms/step | 9.4 samples/s +Step 25820/44000 | Loss: 2.9563 | LR: 1.88e-04 | 2135.2ms/step | 9.4 samples/s +Step 25830/44000 | Loss: 2.9187 | LR: 1.88e-04 | 2150.0ms/step | 9.3 samples/s +Step 25840/44000 | Loss: 2.9770 | LR: 1.88e-04 | 2149.2ms/step | 9.3 samples/s +Step 25850/44000 | Loss: 2.9438 | LR: 1.88e-04 | 2128.9ms/step | 9.4 samples/s +Step 25860/44000 | Loss: 2.9377 | LR: 1.87e-04 | 2155.4ms/step | 9.3 samples/s +Step 25870/44000 | Loss: 2.9329 | LR: 1.87e-04 | 2182.9ms/step | 9.2 samples/s +Step 25880/44000 | Loss: 2.9043 | LR: 1.87e-04 | 2160.9ms/step | 9.3 samples/s +Step 25890/44000 | Loss: 2.9498 | LR: 1.87e-04 | 2128.0ms/step | 9.4 samples/s +Step 25900/44000 | Loss: 2.9248 | LR: 1.87e-04 | 2158.5ms/step | 9.3 samples/s +Step 25910/44000 | Loss: 2.9083 | LR: 1.87e-04 | 2151.4ms/step | 9.3 samples/s +Step 25920/44000 | Loss: 2.9433 | LR: 1.86e-04 | 2155.0ms/step | 9.3 samples/s +Step 25930/44000 | Loss: 2.9175 | LR: 1.86e-04 | 2152.8ms/step | 9.3 samples/s +Step 25940/44000 | Loss: 2.9235 | LR: 1.86e-04 | 2154.2ms/step | 9.3 samples/s +Step 25950/44000 | Loss: 2.9708 | LR: 1.86e-04 | 2173.9ms/step | 9.2 samples/s +Step 25960/44000 | Loss: 2.9458 | LR: 1.86e-04 | 2175.3ms/step | 9.2 samples/s +Step 25970/44000 | Loss: 2.9189 | LR: 1.85e-04 | 2140.5ms/step | 9.3 samples/s +Step 25980/44000 | Loss: 2.8825 | LR: 1.85e-04 | 2146.3ms/step | 9.3 samples/s +Step 25990/44000 | Loss: 2.8973 | LR: 1.85e-04 | 2169.6ms/step | 9.2 samples/s +Step 26000/44000 | Loss: 2.9376 | LR: 1.85e-04 | 2166.0ms/step | 9.2 samples/s +Validation at step 26000: Loss = 2.9264, Perplexity = 18.66 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-26000 +Step 26010/44000 | Loss: 2.9393 | LR: 1.85e-04 | 4437.9ms/step | 4.5 samples/s +Step 26020/44000 | Loss: 2.8848 | LR: 1.85e-04 | 2200.6ms/step | 9.1 samples/s +Step 26030/44000 | Loss: 2.8608 | LR: 1.84e-04 | 2145.5ms/step | 9.3 samples/s +Step 26040/44000 | Loss: 2.9171 | LR: 1.84e-04 | 2148.2ms/step | 9.3 samples/s +Step 26050/44000 | Loss: 2.8976 | LR: 1.84e-04 | 2145.9ms/step | 9.3 samples/s +Step 26060/44000 | Loss: 2.9165 | LR: 1.84e-04 | 2159.8ms/step | 9.3 samples/s +Step 26070/44000 | Loss: 2.9699 | LR: 1.84e-04 | 2148.7ms/step | 9.3 samples/s +Step 26080/44000 | Loss: 2.9104 | LR: 1.84e-04 | 2130.6ms/step | 9.4 samples/s +Step 26090/44000 | Loss: 2.9177 | LR: 1.83e-04 | 2161.5ms/step | 9.3 samples/s +Step 26100/44000 | Loss: 2.9029 | LR: 1.83e-04 | 2142.0ms/step | 9.3 samples/s +Step 26110/44000 | Loss: 2.9446 | LR: 1.83e-04 | 2132.6ms/step | 9.4 samples/s +Step 26120/44000 | Loss: 2.9082 | LR: 1.83e-04 | 2143.4ms/step | 9.3 samples/s +Step 26130/44000 | Loss: 2.9446 | LR: 1.83e-04 | 2093.9ms/step | 9.6 samples/s +Step 26140/44000 | Loss: 2.9245 | LR: 1.82e-04 | 2080.1ms/step | 9.6 samples/s +Step 26150/44000 | Loss: 2.8790 | LR: 1.82e-04 | 2120.2ms/step | 9.4 samples/s +Step 26160/44000 | Loss: 2.9361 | LR: 1.82e-04 | 2192.0ms/step | 9.1 samples/s +Step 26170/44000 | Loss: 2.9002 | LR: 1.82e-04 | 2147.7ms/step | 9.3 samples/s +Step 26180/44000 | Loss: 2.9185 | LR: 1.82e-04 | 2154.9ms/step | 9.3 samples/s +Step 26190/44000 | Loss: 2.9664 | LR: 1.82e-04 | 2168.4ms/step | 9.2 samples/s +Step 26200/44000 | Loss: 2.8989 | LR: 1.81e-04 | 2165.7ms/step | 9.2 samples/s +Step 26210/44000 | Loss: 2.9508 | LR: 1.81e-04 | 2186.2ms/step | 9.1 samples/s +Step 26220/44000 | Loss: 2.9042 | LR: 1.81e-04 | 2164.0ms/step | 9.2 samples/s +Step 26230/44000 | Loss: 2.9025 | LR: 1.81e-04 | 2145.7ms/step | 9.3 samples/s +Step 26240/44000 | Loss: 2.9149 | LR: 1.81e-04 | 2160.3ms/step | 9.3 samples/s +Step 26250/44000 | Loss: 2.9258 | LR: 1.81e-04 | 2146.5ms/step | 9.3 samples/s +Step 26260/44000 | Loss: 2.9303 | LR: 1.80e-04 | 2167.7ms/step | 9.2 samples/s +Step 26270/44000 | Loss: 2.8901 | LR: 1.80e-04 | 2170.9ms/step | 9.2 samples/s +Step 26280/44000 | Loss: 2.8804 | LR: 1.80e-04 | 2137.1ms/step | 9.4 samples/s +Step 26290/44000 | Loss: 2.9000 | LR: 1.80e-04 | 2182.1ms/step | 9.2 samples/s +Step 26300/44000 | Loss: 2.9377 | LR: 1.80e-04 | 2170.6ms/step | 9.2 samples/s +Step 26310/44000 | Loss: 2.9024 | LR: 1.80e-04 | 2142.1ms/step | 9.3 samples/s +Step 26320/44000 | Loss: 2.8486 | LR: 1.79e-04 | 2132.4ms/step | 9.4 samples/s +Step 26330/44000 | Loss: 2.9051 | LR: 1.79e-04 | 2150.1ms/step | 9.3 samples/s +Step 26340/44000 | Loss: 2.9066 | LR: 1.79e-04 | 2135.7ms/step | 9.4 samples/s +Step 26350/44000 | Loss: 2.9101 | LR: 1.79e-04 | 2152.1ms/step | 9.3 samples/s +Step 26360/44000 | Loss: 2.9090 | LR: 1.79e-04 | 2147.5ms/step | 9.3 samples/s +Step 26370/44000 | Loss: 2.8829 | LR: 1.78e-04 | 2153.5ms/step | 9.3 samples/s +Step 26380/44000 | Loss: 2.9042 | LR: 1.78e-04 | 2169.7ms/step | 9.2 samples/s +Step 26390/44000 | Loss: 2.8752 | LR: 1.78e-04 | 2157.2ms/step | 9.3 samples/s +Step 26400/44000 | Loss: 2.8910 | LR: 1.78e-04 | 2166.2ms/step | 9.2 samples/s +Step 26410/44000 | Loss: 2.9240 | LR: 1.78e-04 | 2155.2ms/step | 9.3 samples/s +Step 26420/44000 | Loss: 2.9415 | LR: 1.78e-04 | 2154.3ms/step | 9.3 samples/s +Step 26430/44000 | Loss: 2.8872 | LR: 1.77e-04 | 2153.7ms/step | 9.3 samples/s +Step 26440/44000 | Loss: 2.8770 | LR: 1.77e-04 | 2155.5ms/step | 9.3 samples/s +Step 26450/44000 | Loss: 2.9139 | LR: 1.77e-04 | 2168.7ms/step | 9.2 samples/s +Step 26460/44000 | Loss: 2.8749 | LR: 1.77e-04 | 2150.3ms/step | 9.3 samples/s +Step 26470/44000 | Loss: 2.9625 | LR: 1.77e-04 | 2161.7ms/step | 9.3 samples/s +Step 26480/44000 | Loss: 2.9455 | LR: 1.77e-04 | 2146.4ms/step | 9.3 samples/s +Step 26490/44000 | Loss: 2.8836 | LR: 1.76e-04 | 2157.8ms/step | 9.3 samples/s +Step 26500/44000 | Loss: 2.9430 | LR: 1.76e-04 | 2142.4ms/step | 9.3 samples/s +Step 26510/44000 | Loss: 2.9493 | LR: 1.76e-04 | 2178.8ms/step | 9.2 samples/s +Step 26520/44000 | Loss: 2.8572 | LR: 1.76e-04 | 2173.3ms/step | 9.2 samples/s +Step 26530/44000 | Loss: 2.8717 | LR: 1.76e-04 | 2166.5ms/step | 9.2 samples/s +Step 26540/44000 | Loss: 2.9049 | LR: 1.76e-04 | 2152.7ms/step | 9.3 samples/s +Step 26550/44000 | Loss: 2.9511 | LR: 1.75e-04 | 2180.9ms/step | 9.2 samples/s +Step 26560/44000 | Loss: 2.9217 | LR: 1.75e-04 | 2170.8ms/step | 9.2 samples/s +Step 26570/44000 | Loss: 2.8717 | LR: 1.75e-04 | 2161.9ms/step | 9.3 samples/s +Step 26580/44000 | Loss: 2.9253 | LR: 1.75e-04 | 2166.8ms/step | 9.2 samples/s +Step 26590/44000 | Loss: 2.9195 | LR: 1.75e-04 | 2148.7ms/step | 9.3 samples/s +Step 26600/44000 | Loss: 2.9098 | LR: 1.74e-04 | 2149.3ms/step | 9.3 samples/s +Step 26610/44000 | Loss: 2.9179 | LR: 1.74e-04 | 2167.3ms/step | 9.2 samples/s +Step 26620/44000 | Loss: 2.9267 | LR: 1.74e-04 | 2130.2ms/step | 9.4 samples/s +Step 26630/44000 | Loss: 2.9365 | LR: 1.74e-04 | 2125.0ms/step | 9.4 samples/s +Step 26640/44000 | Loss: 2.9419 | LR: 1.74e-04 | 2159.0ms/step | 9.3 samples/s +Step 26650/44000 | Loss: 2.8970 | LR: 1.74e-04 | 2165.0ms/step | 9.2 samples/s +Step 26660/44000 | Loss: 2.9314 | LR: 1.73e-04 | 2161.0ms/step | 9.3 samples/s +Step 26670/44000 | Loss: 2.9131 | LR: 1.73e-04 | 2129.2ms/step | 9.4 samples/s +Step 26680/44000 | Loss: 2.9411 | LR: 1.73e-04 | 2158.0ms/step | 9.3 samples/s +Step 26690/44000 | Loss: 2.9377 | LR: 1.73e-04 | 2152.6ms/step | 9.3 samples/s +Step 26700/44000 | Loss: 2.9743 | LR: 1.73e-04 | 2157.4ms/step | 9.3 samples/s +Step 26710/44000 | Loss: 2.9131 | LR: 1.73e-04 | 2169.2ms/step | 9.2 samples/s +Step 26720/44000 | Loss: 2.9231 | LR: 1.72e-04 | 2130.9ms/step | 9.4 samples/s +Step 26730/44000 | Loss: 2.8984 | LR: 1.72e-04 | 2181.5ms/step | 9.2 samples/s +Step 26740/44000 | Loss: 2.9130 | LR: 1.72e-04 | 2160.0ms/step | 9.3 samples/s +Step 26750/44000 | Loss: 2.9267 | LR: 1.72e-04 | 2152.5ms/step | 9.3 samples/s +Step 26760/44000 | Loss: 2.9203 | LR: 1.72e-04 | 2137.9ms/step | 9.4 samples/s +Step 26770/44000 | Loss: 2.9394 | LR: 1.72e-04 | 2122.7ms/step | 9.4 samples/s +Step 26780/44000 | Loss: 2.9316 | LR: 1.71e-04 | 2143.0ms/step | 9.3 samples/s +Step 26790/44000 | Loss: 2.9236 | LR: 1.71e-04 | 2156.9ms/step | 9.3 samples/s +Step 26800/44000 | Loss: 2.9157 | LR: 1.71e-04 | 2154.3ms/step | 9.3 samples/s +Step 26810/44000 | Loss: 2.9097 | LR: 1.71e-04 | 2144.0ms/step | 9.3 samples/s +Step 26820/44000 | Loss: 2.9409 | LR: 1.71e-04 | 2138.9ms/step | 9.4 samples/s +Step 26830/44000 | Loss: 2.9209 | LR: 1.71e-04 | 2157.0ms/step | 9.3 samples/s +Step 26840/44000 | Loss: 2.8979 | LR: 1.70e-04 | 2153.9ms/step | 9.3 samples/s +Step 26850/44000 | Loss: 2.9250 | LR: 1.70e-04 | 2141.8ms/step | 9.3 samples/s +Step 26860/44000 | Loss: 2.9310 | LR: 1.70e-04 | 2160.0ms/step | 9.3 samples/s +Step 26870/44000 | Loss: 2.9060 | LR: 1.70e-04 | 2150.5ms/step | 9.3 samples/s +Step 26880/44000 | Loss: 2.9155 | LR: 1.70e-04 | 2142.7ms/step | 9.3 samples/s +Step 26890/44000 | Loss: 2.9394 | LR: 1.69e-04 | 2130.1ms/step | 9.4 samples/s +Step 26900/44000 | Loss: 2.9327 | LR: 1.69e-04 | 2139.9ms/step | 9.3 samples/s +Step 26910/44000 | Loss: 2.9375 | LR: 1.69e-04 | 2160.9ms/step | 9.3 samples/s +Step 26920/44000 | Loss: 2.8830 | LR: 1.69e-04 | 2156.7ms/step | 9.3 samples/s +Step 26930/44000 | Loss: 2.9079 | LR: 1.69e-04 | 2141.7ms/step | 9.3 samples/s +Step 26940/44000 | Loss: 2.8519 | LR: 1.69e-04 | 2149.0ms/step | 9.3 samples/s +Step 26950/44000 | Loss: 2.8706 | LR: 1.68e-04 | 2169.6ms/step | 9.2 samples/s +Step 26960/44000 | Loss: 2.9372 | LR: 1.68e-04 | 2149.9ms/step | 9.3 samples/s +Step 26970/44000 | Loss: 2.8761 | LR: 1.68e-04 | 2145.7ms/step | 9.3 samples/s +Step 26980/44000 | Loss: 2.8910 | LR: 1.68e-04 | 2175.4ms/step | 9.2 samples/s +Step 26990/44000 | Loss: 2.9086 | LR: 1.68e-04 | 2177.8ms/step | 9.2 samples/s +Step 27000/44000 | Loss: 2.9073 | LR: 1.68e-04 | 2155.3ms/step | 9.3 samples/s +Validation at step 27000: Loss = 2.9211, Perplexity = 18.56 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-27000 +Step 27010/44000 | Loss: 2.8894 | LR: 1.67e-04 | 4495.0ms/step | 4.4 samples/s +Step 27020/44000 | Loss: 2.9114 | LR: 1.67e-04 | 2133.4ms/step | 9.4 samples/s +Step 27030/44000 | Loss: 2.9176 | LR: 1.67e-04 | 2163.8ms/step | 9.2 samples/s +Step 27040/44000 | Loss: 2.9106 | LR: 1.67e-04 | 2168.5ms/step | 9.2 samples/s +Step 27050/44000 | Loss: 2.9197 | LR: 1.67e-04 | 2156.6ms/step | 9.3 samples/s +Step 27060/44000 | Loss: 2.9365 | LR: 1.67e-04 | 2162.9ms/step | 9.2 samples/s +Step 27070/44000 | Loss: 2.9392 | LR: 1.66e-04 | 2168.1ms/step | 9.2 samples/s +Step 27080/44000 | Loss: 2.9439 | LR: 1.66e-04 | 2139.5ms/step | 9.3 samples/s +Step 27090/44000 | Loss: 2.9103 | LR: 1.66e-04 | 2149.8ms/step | 9.3 samples/s +Step 27100/44000 | Loss: 2.9132 | LR: 1.66e-04 | 2135.9ms/step | 9.4 samples/s +Step 27110/44000 | Loss: 2.9068 | LR: 1.66e-04 | 2164.1ms/step | 9.2 samples/s +Step 27120/44000 | Loss: 2.8904 | LR: 1.66e-04 | 2164.2ms/step | 9.2 samples/s +Step 27130/44000 | Loss: 2.8819 | LR: 1.65e-04 | 2127.0ms/step | 9.4 samples/s +Step 27140/44000 | Loss: 2.9125 | LR: 1.65e-04 | 2012.6ms/step | 9.9 samples/s +Step 27150/44000 | Loss: 2.8902 | LR: 1.65e-04 | 2158.8ms/step | 9.3 samples/s +Step 27160/44000 | Loss: 2.9283 | LR: 1.65e-04 | 2154.7ms/step | 9.3 samples/s +Step 27170/44000 | Loss: 2.9436 | LR: 1.65e-04 | 2131.1ms/step | 9.4 samples/s +Step 27180/44000 | Loss: 2.8796 | LR: 1.65e-04 | 2162.4ms/step | 9.2 samples/s +Step 27190/44000 | Loss: 2.9552 | LR: 1.64e-04 | 2149.6ms/step | 9.3 samples/s +Step 27200/44000 | Loss: 2.9100 | LR: 1.64e-04 | 2164.4ms/step | 9.2 samples/s +Step 27210/44000 | Loss: 2.9134 | LR: 1.64e-04 | 2180.9ms/step | 9.2 samples/s +Step 27220/44000 | Loss: 2.9063 | LR: 1.64e-04 | 2194.7ms/step | 9.1 samples/s +Step 27230/44000 | Loss: 2.8778 | LR: 1.64e-04 | 2163.1ms/step | 9.2 samples/s +Step 27240/44000 | Loss: 2.9422 | LR: 1.63e-04 | 2132.8ms/step | 9.4 samples/s +Step 27250/44000 | Loss: 2.9172 | LR: 1.63e-04 | 2188.9ms/step | 9.1 samples/s +Step 27260/44000 | Loss: 2.9101 | LR: 1.63e-04 | 2154.0ms/step | 9.3 samples/s +Step 27270/44000 | Loss: 2.9170 | LR: 1.63e-04 | 2138.8ms/step | 9.4 samples/s +Step 27280/44000 | Loss: 2.8938 | LR: 1.63e-04 | 2145.2ms/step | 9.3 samples/s +Step 27290/44000 | Loss: 2.9210 | LR: 1.63e-04 | 2168.7ms/step | 9.2 samples/s +Step 27300/44000 | Loss: 2.8889 | LR: 1.62e-04 | 2180.5ms/step | 9.2 samples/s +Step 27310/44000 | Loss: 2.8799 | LR: 1.62e-04 | 2188.0ms/step | 9.1 samples/s +Step 27320/44000 | Loss: 2.8897 | LR: 1.62e-04 | 2192.4ms/step | 9.1 samples/s +Step 27330/44000 | Loss: 2.9107 | LR: 1.62e-04 | 2158.5ms/step | 9.3 samples/s +Step 27340/44000 | Loss: 2.8901 | LR: 1.62e-04 | 2138.7ms/step | 9.4 samples/s +Step 27350/44000 | Loss: 2.9009 | LR: 1.62e-04 | 2163.3ms/step | 9.2 samples/s +Step 27360/44000 | Loss: 2.9196 | LR: 1.61e-04 | 2166.5ms/step | 9.2 samples/s +Step 27370/44000 | Loss: 2.9078 | LR: 1.61e-04 | 2157.4ms/step | 9.3 samples/s +Step 27380/44000 | Loss: 2.8698 | LR: 1.61e-04 | 2158.4ms/step | 9.3 samples/s +Step 27390/44000 | Loss: 2.8790 | LR: 1.61e-04 | 2141.9ms/step | 9.3 samples/s +Step 27400/44000 | Loss: 2.9486 | LR: 1.61e-04 | 2165.6ms/step | 9.2 samples/s +Step 27410/44000 | Loss: 2.9341 | LR: 1.61e-04 | 2153.4ms/step | 9.3 samples/s +Step 27420/44000 | Loss: 2.9143 | LR: 1.60e-04 | 2138.7ms/step | 9.4 samples/s +Step 27430/44000 | Loss: 2.8887 | LR: 1.60e-04 | 2152.0ms/step | 9.3 samples/s +Step 27440/44000 | Loss: 2.8964 | LR: 1.60e-04 | 2144.2ms/step | 9.3 samples/s +Step 27450/44000 | Loss: 2.9437 | LR: 1.60e-04 | 2151.0ms/step | 9.3 samples/s +Step 27460/44000 | Loss: 2.8791 | LR: 1.60e-04 | 2152.3ms/step | 9.3 samples/s +Step 27470/44000 | Loss: 2.9418 | LR: 1.60e-04 | 2148.7ms/step | 9.3 samples/s +Step 27480/44000 | Loss: 2.9133 | LR: 1.59e-04 | 2168.7ms/step | 9.2 samples/s +Step 27490/44000 | Loss: 2.9247 | LR: 1.59e-04 | 2158.8ms/step | 9.3 samples/s +Step 27500/44000 | Loss: 2.9135 | LR: 1.59e-04 | 2164.1ms/step | 9.2 samples/s +Step 27510/44000 | Loss: 2.9134 | LR: 1.59e-04 | 2142.7ms/step | 9.3 samples/s +Step 27520/44000 | Loss: 2.9178 | LR: 1.59e-04 | 2176.8ms/step | 9.2 samples/s +Step 27530/44000 | Loss: 2.9350 | LR: 1.59e-04 | 2216.4ms/step | 9.0 samples/s +Step 27540/44000 | Loss: 2.9095 | LR: 1.58e-04 | 2198.3ms/step | 9.1 samples/s +Step 27550/44000 | Loss: 2.9136 | LR: 1.58e-04 | 2221.9ms/step | 9.0 samples/s +Step 27560/44000 | Loss: 2.9152 | LR: 1.58e-04 | 2197.2ms/step | 9.1 samples/s +Step 27570/44000 | Loss: 2.9042 | LR: 1.58e-04 | 2185.2ms/step | 9.2 samples/s +Step 27580/44000 | Loss: 2.9241 | LR: 1.58e-04 | 2219.2ms/step | 9.0 samples/s +Step 27590/44000 | Loss: 2.8955 | LR: 1.58e-04 | 2183.7ms/step | 9.2 samples/s +Step 27600/44000 | Loss: 2.9154 | LR: 1.57e-04 | 2191.7ms/step | 9.1 samples/s +Step 27610/44000 | Loss: 2.9360 | LR: 1.57e-04 | 2254.9ms/step | 8.9 samples/s +Step 27620/44000 | Loss: 2.9186 | LR: 1.57e-04 | 2280.5ms/step | 8.8 samples/s +Step 27630/44000 | Loss: 2.9390 | LR: 1.57e-04 | 2194.9ms/step | 9.1 samples/s +Step 27640/44000 | Loss: 2.9030 | LR: 1.57e-04 | 2210.6ms/step | 9.0 samples/s +Step 27650/44000 | Loss: 2.9208 | LR: 1.57e-04 | 2208.3ms/step | 9.1 samples/s +Step 27660/44000 | Loss: 2.9455 | LR: 1.56e-04 | 2213.6ms/step | 9.0 samples/s +Step 27670/44000 | Loss: 2.9427 | LR: 1.56e-04 | 2207.5ms/step | 9.1 samples/s +Step 27680/44000 | Loss: 2.8965 | LR: 1.56e-04 | 2231.8ms/step | 9.0 samples/s +Step 27690/44000 | Loss: 2.8848 | LR: 1.56e-04 | 2209.6ms/step | 9.1 samples/s +Step 27700/44000 | Loss: 2.9033 | LR: 1.56e-04 | 2240.8ms/step | 8.9 samples/s +Step 27710/44000 | Loss: 2.9392 | LR: 1.56e-04 | 2251.4ms/step | 8.9 samples/s +Step 27720/44000 | Loss: 2.9362 | LR: 1.55e-04 | 2262.6ms/step | 8.8 samples/s +Step 27730/44000 | Loss: 2.9414 | LR: 1.55e-04 | 2286.2ms/step | 8.7 samples/s +Step 27740/44000 | Loss: 2.8949 | LR: 1.55e-04 | 2313.8ms/step | 8.6 samples/s +Step 27750/44000 | Loss: 2.9359 | LR: 1.55e-04 | 2263.9ms/step | 8.8 samples/s +Step 27760/44000 | Loss: 2.8679 | LR: 1.55e-04 | 2271.1ms/step | 8.8 samples/s +Step 27770/44000 | Loss: 2.8841 | LR: 1.55e-04 | 2271.3ms/step | 8.8 samples/s +Step 27780/44000 | Loss: 2.9254 | LR: 1.54e-04 | 2244.0ms/step | 8.9 samples/s +Step 27790/44000 | Loss: 2.9084 | LR: 1.54e-04 | 2279.4ms/step | 8.8 samples/s +Step 27800/44000 | Loss: 2.8591 | LR: 1.54e-04 | 2270.4ms/step | 8.8 samples/s +Step 27810/44000 | Loss: 2.9097 | LR: 1.54e-04 | 2234.3ms/step | 9.0 samples/s +Step 27820/44000 | Loss: 2.9112 | LR: 1.54e-04 | 2214.1ms/step | 9.0 samples/s +Step 27830/44000 | Loss: 2.9104 | LR: 1.54e-04 | 2295.9ms/step | 8.7 samples/s +Step 27840/44000 | Loss: 2.9418 | LR: 1.53e-04 | 2254.5ms/step | 8.9 samples/s +Step 27850/44000 | Loss: 2.9076 | LR: 1.53e-04 | 2225.9ms/step | 9.0 samples/s +Step 27860/44000 | Loss: 2.9185 | LR: 1.53e-04 | 2251.3ms/step | 8.9 samples/s +Step 27870/44000 | Loss: 2.9094 | LR: 1.53e-04 | 2231.8ms/step | 9.0 samples/s +Step 27880/44000 | Loss: 2.8828 | LR: 1.53e-04 | 2222.1ms/step | 9.0 samples/s +Step 27890/44000 | Loss: 2.9119 | LR: 1.53e-04 | 2258.1ms/step | 8.9 samples/s +Step 27900/44000 | Loss: 2.8974 | LR: 1.52e-04 | 2289.7ms/step | 8.7 samples/s +Step 27910/44000 | Loss: 2.9582 | LR: 1.52e-04 | 2290.3ms/step | 8.7 samples/s +Step 27920/44000 | Loss: 2.8831 | LR: 1.52e-04 | 2284.8ms/step | 8.8 samples/s +Step 27930/44000 | Loss: 2.9135 | LR: 1.52e-04 | 2243.3ms/step | 8.9 samples/s +Step 27940/44000 | Loss: 2.9186 | LR: 1.52e-04 | 2235.7ms/step | 8.9 samples/s +Step 27950/44000 | Loss: 2.9357 | LR: 1.52e-04 | 2258.4ms/step | 8.9 samples/s +Step 27960/44000 | Loss: 2.8919 | LR: 1.51e-04 | 2231.6ms/step | 9.0 samples/s +Step 27970/44000 | Loss: 2.9471 | LR: 1.51e-04 | 2216.2ms/step | 9.0 samples/s +Step 27980/44000 | Loss: 2.8853 | LR: 1.51e-04 | 2258.2ms/step | 8.9 samples/s +Step 27990/44000 | Loss: 2.9009 | LR: 1.51e-04 | 2278.5ms/step | 8.8 samples/s +Step 28000/44000 | Loss: 2.8990 | LR: 1.51e-04 | 2218.4ms/step | 9.0 samples/s +Validation at step 28000: Loss = 2.9157, Perplexity = 18.46 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-28000 +Step 28010/44000 | Loss: 2.9150 | LR: 1.51e-04 | 4690.2ms/step | 4.3 samples/s +Step 28020/44000 | Loss: 2.9043 | LR: 1.50e-04 | 2167.4ms/step | 9.2 samples/s +Step 28030/44000 | Loss: 2.8885 | LR: 1.50e-04 | 2147.2ms/step | 9.3 samples/s +Step 28040/44000 | Loss: 2.9137 | LR: 1.50e-04 | 2151.8ms/step | 9.3 samples/s +Step 28050/44000 | Loss: 2.8848 | LR: 1.50e-04 | 2141.0ms/step | 9.3 samples/s +Step 28060/44000 | Loss: 2.9068 | LR: 1.50e-04 | 2156.4ms/step | 9.3 samples/s +Step 28070/44000 | Loss: 2.9016 | LR: 1.50e-04 | 2177.8ms/step | 9.2 samples/s +Step 28080/44000 | Loss: 2.8675 | LR: 1.49e-04 | 2137.5ms/step | 9.4 samples/s +Step 28090/44000 | Loss: 2.9235 | LR: 1.49e-04 | 2184.5ms/step | 9.2 samples/s +Step 28100/44000 | Loss: 2.9440 | LR: 1.49e-04 | 2164.5ms/step | 9.2 samples/s +Step 28110/44000 | Loss: 2.8515 | LR: 1.49e-04 | 2159.4ms/step | 9.3 samples/s +Step 28120/44000 | Loss: 2.9151 | LR: 1.49e-04 | 2166.9ms/step | 9.2 samples/s +Step 28130/44000 | Loss: 2.8803 | LR: 1.49e-04 | 2140.9ms/step | 9.3 samples/s +Step 28140/44000 | Loss: 2.9028 | LR: 1.48e-04 | 2054.8ms/step | 9.7 samples/s +Step 28150/44000 | Loss: 2.8965 | LR: 1.48e-04 | 2134.7ms/step | 9.4 samples/s +Step 28160/44000 | Loss: 2.9002 | LR: 1.48e-04 | 2132.7ms/step | 9.4 samples/s +Step 28170/44000 | Loss: 2.8988 | LR: 1.48e-04 | 2152.9ms/step | 9.3 samples/s +Step 28180/44000 | Loss: 2.9040 | LR: 1.48e-04 | 2154.1ms/step | 9.3 samples/s +Step 28190/44000 | Loss: 2.8829 | LR: 1.48e-04 | 2161.0ms/step | 9.3 samples/s +Step 28200/44000 | Loss: 2.9379 | LR: 1.47e-04 | 2143.4ms/step | 9.3 samples/s +Step 28210/44000 | Loss: 2.9431 | LR: 1.47e-04 | 2154.5ms/step | 9.3 samples/s +Step 28220/44000 | Loss: 2.8701 | LR: 1.47e-04 | 2129.3ms/step | 9.4 samples/s +Step 28230/44000 | Loss: 2.8997 | LR: 1.47e-04 | 2138.5ms/step | 9.4 samples/s +Step 28240/44000 | Loss: 2.9410 | LR: 1.47e-04 | 2143.0ms/step | 9.3 samples/s +Step 28250/44000 | Loss: 2.8776 | LR: 1.47e-04 | 2163.9ms/step | 9.2 samples/s +Step 28260/44000 | Loss: 2.9204 | LR: 1.46e-04 | 2174.1ms/step | 9.2 samples/s +Step 28270/44000 | Loss: 2.8959 | LR: 1.46e-04 | 2169.2ms/step | 9.2 samples/s +Step 28280/44000 | Loss: 2.9199 | LR: 1.46e-04 | 2122.4ms/step | 9.4 samples/s +Step 28290/44000 | Loss: 2.9168 | LR: 1.46e-04 | 2142.2ms/step | 9.3 samples/s +Step 28300/44000 | Loss: 2.9149 | LR: 1.46e-04 | 2138.5ms/step | 9.4 samples/s +Step 28310/44000 | Loss: 2.8949 | LR: 1.46e-04 | 2155.0ms/step | 9.3 samples/s +Step 28320/44000 | Loss: 2.9042 | LR: 1.45e-04 | 2161.0ms/step | 9.3 samples/s +Step 28330/44000 | Loss: 2.9353 | LR: 1.45e-04 | 2144.6ms/step | 9.3 samples/s +Step 28340/44000 | Loss: 2.9251 | LR: 1.45e-04 | 2152.7ms/step | 9.3 samples/s +Step 28350/44000 | Loss: 2.8813 | LR: 1.45e-04 | 2128.5ms/step | 9.4 samples/s +Step 28360/44000 | Loss: 2.9382 | LR: 1.45e-04 | 2163.4ms/step | 9.2 samples/s +Step 28370/44000 | Loss: 2.9224 | LR: 1.45e-04 | 2152.9ms/step | 9.3 samples/s +Step 28380/44000 | Loss: 2.9694 | LR: 1.44e-04 | 2140.3ms/step | 9.3 samples/s +Step 28390/44000 | Loss: 2.9496 | LR: 1.44e-04 | 2167.5ms/step | 9.2 samples/s +Step 28400/44000 | Loss: 2.9589 | LR: 1.44e-04 | 2121.8ms/step | 9.4 samples/s +Step 28410/44000 | Loss: 2.8820 | LR: 1.44e-04 | 2170.4ms/step | 9.2 samples/s +Step 28420/44000 | Loss: 2.9046 | LR: 1.44e-04 | 2169.4ms/step | 9.2 samples/s +Step 28430/44000 | Loss: 2.9115 | LR: 1.44e-04 | 2143.7ms/step | 9.3 samples/s +Step 28440/44000 | Loss: 2.9087 | LR: 1.43e-04 | 2133.4ms/step | 9.4 samples/s +Step 28450/44000 | Loss: 2.9356 | LR: 1.43e-04 | 2164.9ms/step | 9.2 samples/s +Step 28460/44000 | Loss: 2.8956 | LR: 1.43e-04 | 2153.1ms/step | 9.3 samples/s +Step 28470/44000 | Loss: 2.9529 | LR: 1.43e-04 | 2129.3ms/step | 9.4 samples/s +Step 28480/44000 | Loss: 2.9291 | LR: 1.43e-04 | 2147.6ms/step | 9.3 samples/s +Step 28490/44000 | Loss: 2.8975 | LR: 1.43e-04 | 2163.6ms/step | 9.2 samples/s +Step 28500/44000 | Loss: 2.8729 | LR: 1.42e-04 | 2150.7ms/step | 9.3 samples/s +Step 28510/44000 | Loss: 2.9171 | LR: 1.42e-04 | 2157.4ms/step | 9.3 samples/s +Step 28520/44000 | Loss: 2.8682 | LR: 1.42e-04 | 2158.6ms/step | 9.3 samples/s +Step 28530/44000 | Loss: 2.9285 | LR: 1.42e-04 | 2164.3ms/step | 9.2 samples/s +Step 28540/44000 | Loss: 2.8900 | LR: 1.42e-04 | 2155.9ms/step | 9.3 samples/s +Step 28550/44000 | Loss: 2.9545 | LR: 1.42e-04 | 2153.1ms/step | 9.3 samples/s +Step 28560/44000 | Loss: 2.9062 | LR: 1.41e-04 | 2121.1ms/step | 9.4 samples/s +Step 28570/44000 | Loss: 2.9490 | LR: 1.41e-04 | 2141.3ms/step | 9.3 samples/s +Step 28580/44000 | Loss: 2.9367 | LR: 1.41e-04 | 2148.1ms/step | 9.3 samples/s +Step 28590/44000 | Loss: 2.9039 | LR: 1.41e-04 | 2170.8ms/step | 9.2 samples/s +Step 28600/44000 | Loss: 2.9100 | LR: 1.41e-04 | 2188.4ms/step | 9.1 samples/s +Step 28610/44000 | Loss: 2.9222 | LR: 1.41e-04 | 2167.0ms/step | 9.2 samples/s +Step 28620/44000 | Loss: 2.9103 | LR: 1.40e-04 | 2148.0ms/step | 9.3 samples/s +Step 28630/44000 | Loss: 2.9126 | LR: 1.40e-04 | 2157.5ms/step | 9.3 samples/s +Step 28640/44000 | Loss: 2.8767 | LR: 1.40e-04 | 2135.5ms/step | 9.4 samples/s +Step 28650/44000 | Loss: 2.9208 | LR: 1.40e-04 | 2161.1ms/step | 9.3 samples/s +Step 28660/44000 | Loss: 2.8596 | LR: 1.40e-04 | 2157.0ms/step | 9.3 samples/s +Step 28670/44000 | Loss: 2.8902 | LR: 1.40e-04 | 2150.8ms/step | 9.3 samples/s +Step 28680/44000 | Loss: 2.9102 | LR: 1.39e-04 | 2153.2ms/step | 9.3 samples/s +Step 28690/44000 | Loss: 2.9080 | LR: 1.39e-04 | 2149.2ms/step | 9.3 samples/s +Step 28700/44000 | Loss: 2.9120 | LR: 1.39e-04 | 2164.4ms/step | 9.2 samples/s +Step 28710/44000 | Loss: 2.9426 | LR: 1.39e-04 | 2156.7ms/step | 9.3 samples/s +Step 28720/44000 | Loss: 2.8666 | LR: 1.39e-04 | 2148.4ms/step | 9.3 samples/s +Step 28730/44000 | Loss: 2.9510 | LR: 1.39e-04 | 2164.1ms/step | 9.2 samples/s +Step 28740/44000 | Loss: 2.9137 | LR: 1.38e-04 | 2161.6ms/step | 9.3 samples/s +Step 28750/44000 | Loss: 2.9277 | LR: 1.38e-04 | 2145.4ms/step | 9.3 samples/s +Step 28760/44000 | Loss: 2.8755 | LR: 1.38e-04 | 2132.7ms/step | 9.4 samples/s +Step 28770/44000 | Loss: 2.8975 | LR: 1.38e-04 | 2144.1ms/step | 9.3 samples/s +Step 28780/44000 | Loss: 2.8980 | LR: 1.38e-04 | 2174.7ms/step | 9.2 samples/s +Step 28790/44000 | Loss: 2.9330 | LR: 1.38e-04 | 2173.3ms/step | 9.2 samples/s +Step 28800/44000 | Loss: 2.9478 | LR: 1.38e-04 | 2167.9ms/step | 9.2 samples/s +Step 28810/44000 | Loss: 2.9054 | LR: 1.37e-04 | 2143.3ms/step | 9.3 samples/s +Step 28820/44000 | Loss: 2.9197 | LR: 1.37e-04 | 2145.9ms/step | 9.3 samples/s +Step 28830/44000 | Loss: 2.9252 | LR: 1.37e-04 | 2136.1ms/step | 9.4 samples/s +Step 28840/44000 | Loss: 2.9252 | LR: 1.37e-04 | 2154.8ms/step | 9.3 samples/s +Step 28850/44000 | Loss: 2.9167 | LR: 1.37e-04 | 2153.8ms/step | 9.3 samples/s +Step 28860/44000 | Loss: 2.8750 | LR: 1.37e-04 | 2157.2ms/step | 9.3 samples/s +Step 28870/44000 | Loss: 2.9094 | LR: 1.36e-04 | 2153.2ms/step | 9.3 samples/s +Step 28880/44000 | Loss: 2.9127 | LR: 1.36e-04 | 2146.0ms/step | 9.3 samples/s +Step 28890/44000 | Loss: 2.9095 | LR: 1.36e-04 | 2157.8ms/step | 9.3 samples/s +Step 28900/44000 | Loss: 2.9159 | LR: 1.36e-04 | 2149.9ms/step | 9.3 samples/s +Step 28910/44000 | Loss: 2.9344 | LR: 1.36e-04 | 2148.3ms/step | 9.3 samples/s +Step 28920/44000 | Loss: 2.9201 | LR: 1.36e-04 | 2160.9ms/step | 9.3 samples/s +Step 28930/44000 | Loss: 2.8736 | LR: 1.35e-04 | 2148.6ms/step | 9.3 samples/s +Step 28940/44000 | Loss: 2.9429 | LR: 1.35e-04 | 2150.9ms/step | 9.3 samples/s +Step 28950/44000 | Loss: 2.8656 | LR: 1.35e-04 | 2147.9ms/step | 9.3 samples/s +Step 28960/44000 | Loss: 2.8679 | LR: 1.35e-04 | 2277.5ms/step | 8.8 samples/s +Step 28970/44000 | Loss: 2.9105 | LR: 1.35e-04 | 2231.5ms/step | 9.0 samples/s +Step 28980/44000 | Loss: 2.9329 | LR: 1.35e-04 | 2280.7ms/step | 8.8 samples/s +Step 28990/44000 | Loss: 2.8809 | LR: 1.34e-04 | 2225.6ms/step | 9.0 samples/s +Step 29000/44000 | Loss: 2.9069 | LR: 1.34e-04 | 2299.8ms/step | 8.7 samples/s +Validation at step 29000: Loss = 2.9110, Perplexity = 18.37 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-29000 +Step 29010/44000 | Loss: 2.9085 | LR: 1.34e-04 | 4762.7ms/step | 4.2 samples/s +Step 29020/44000 | Loss: 2.9523 | LR: 1.34e-04 | 2331.6ms/step | 8.6 samples/s +Step 29030/44000 | Loss: 2.8898 | LR: 1.34e-04 | 2288.6ms/step | 8.7 samples/s +Step 29040/44000 | Loss: 2.9071 | LR: 1.34e-04 | 2229.5ms/step | 9.0 samples/s +Step 29050/44000 | Loss: 2.9163 | LR: 1.33e-04 | 2185.5ms/step | 9.2 samples/s +Step 29060/44000 | Loss: 2.9169 | LR: 1.33e-04 | 2335.1ms/step | 8.6 samples/s +Step 29070/44000 | Loss: 2.9113 | LR: 1.33e-04 | 2195.3ms/step | 9.1 samples/s +Step 29080/44000 | Loss: 2.8734 | LR: 1.33e-04 | 2292.1ms/step | 8.7 samples/s +Step 29090/44000 | Loss: 2.8650 | LR: 1.33e-04 | 2211.7ms/step | 9.0 samples/s +Step 29100/44000 | Loss: 2.9124 | LR: 1.33e-04 | 2279.3ms/step | 8.8 samples/s +Step 29110/44000 | Loss: 2.8794 | LR: 1.33e-04 | 2142.4ms/step | 9.3 samples/s +Step 29120/44000 | Loss: 2.8721 | LR: 1.32e-04 | 2164.6ms/step | 9.2 samples/s +Step 29130/44000 | Loss: 2.8994 | LR: 1.32e-04 | 2124.6ms/step | 9.4 samples/s +Step 29140/44000 | Loss: 2.9451 | LR: 1.32e-04 | 2023.1ms/step | 9.9 samples/s +Step 29150/44000 | Loss: 2.9115 | LR: 1.32e-04 | 2194.7ms/step | 9.1 samples/s +Step 29160/44000 | Loss: 2.8825 | LR: 1.32e-04 | 2155.7ms/step | 9.3 samples/s +Step 29170/44000 | Loss: 2.9039 | LR: 1.32e-04 | 2161.3ms/step | 9.3 samples/s +Step 29180/44000 | Loss: 2.9439 | LR: 1.31e-04 | 2152.5ms/step | 9.3 samples/s +Step 29190/44000 | Loss: 2.9194 | LR: 1.31e-04 | 2131.1ms/step | 9.4 samples/s +Step 29200/44000 | Loss: 2.9385 | LR: 1.31e-04 | 2160.3ms/step | 9.3 samples/s +Step 29210/44000 | Loss: 2.9620 | LR: 1.31e-04 | 2159.4ms/step | 9.3 samples/s +Step 29220/44000 | Loss: 2.8842 | LR: 1.31e-04 | 2175.1ms/step | 9.2 samples/s +Step 29230/44000 | Loss: 2.8751 | LR: 1.31e-04 | 2130.0ms/step | 9.4 samples/s +Step 29240/44000 | Loss: 2.9188 | LR: 1.30e-04 | 2146.6ms/step | 9.3 samples/s +Step 29250/44000 | Loss: 2.9022 | LR: 1.30e-04 | 2146.8ms/step | 9.3 samples/s +Step 29260/44000 | Loss: 2.8852 | LR: 1.30e-04 | 2151.5ms/step | 9.3 samples/s +Step 29270/44000 | Loss: 2.8928 | LR: 1.30e-04 | 2133.9ms/step | 9.4 samples/s +Step 29280/44000 | Loss: 2.9109 | LR: 1.30e-04 | 2152.3ms/step | 9.3 samples/s +Step 29290/44000 | Loss: 2.9310 | LR: 1.30e-04 | 2154.0ms/step | 9.3 samples/s +Step 29300/44000 | Loss: 2.9201 | LR: 1.29e-04 | 2143.5ms/step | 9.3 samples/s +Step 29310/44000 | Loss: 2.8638 | LR: 1.29e-04 | 2153.7ms/step | 9.3 samples/s +Step 29320/44000 | Loss: 2.9034 | LR: 1.29e-04 | 2163.0ms/step | 9.2 samples/s +Step 29330/44000 | Loss: 2.9048 | LR: 1.29e-04 | 2123.6ms/step | 9.4 samples/s +Step 29340/44000 | Loss: 2.9475 | LR: 1.29e-04 | 2156.1ms/step | 9.3 samples/s +Step 29350/44000 | Loss: 2.8781 | LR: 1.29e-04 | 2135.9ms/step | 9.4 samples/s +Step 29360/44000 | Loss: 2.9354 | LR: 1.29e-04 | 2172.2ms/step | 9.2 samples/s +Step 29370/44000 | Loss: 2.8707 | LR: 1.28e-04 | 2152.6ms/step | 9.3 samples/s +Step 29380/44000 | Loss: 2.8800 | LR: 1.28e-04 | 2146.3ms/step | 9.3 samples/s +Step 29390/44000 | Loss: 2.9186 | LR: 1.28e-04 | 2132.8ms/step | 9.4 samples/s +Step 29400/44000 | Loss: 2.9070 | LR: 1.28e-04 | 2156.6ms/step | 9.3 samples/s +Step 29410/44000 | Loss: 2.9216 | LR: 1.28e-04 | 2165.8ms/step | 9.2 samples/s +Step 29420/44000 | Loss: 2.8879 | LR: 1.28e-04 | 2149.2ms/step | 9.3 samples/s +Step 29430/44000 | Loss: 2.8407 | LR: 1.27e-04 | 2151.0ms/step | 9.3 samples/s +Step 29440/44000 | Loss: 2.9087 | LR: 1.27e-04 | 2140.5ms/step | 9.3 samples/s +Step 29450/44000 | Loss: 2.8778 | LR: 1.27e-04 | 2152.7ms/step | 9.3 samples/s +Step 29460/44000 | Loss: 2.8697 | LR: 1.27e-04 | 2128.4ms/step | 9.4 samples/s +Step 29470/44000 | Loss: 2.8731 | LR: 1.27e-04 | 2148.4ms/step | 9.3 samples/s +Step 29480/44000 | Loss: 2.8949 | LR: 1.27e-04 | 2141.8ms/step | 9.3 samples/s +Step 29490/44000 | Loss: 2.8727 | LR: 1.26e-04 | 2155.9ms/step | 9.3 samples/s +Step 29500/44000 | Loss: 2.8650 | LR: 1.26e-04 | 2155.7ms/step | 9.3 samples/s +Step 29510/44000 | Loss: 2.8600 | LR: 1.26e-04 | 2132.0ms/step | 9.4 samples/s +Step 29520/44000 | Loss: 2.9318 | LR: 1.26e-04 | 2139.5ms/step | 9.3 samples/s +Step 29530/44000 | Loss: 2.9185 | LR: 1.26e-04 | 2191.7ms/step | 9.1 samples/s +Step 29540/44000 | Loss: 2.9056 | LR: 1.26e-04 | 2315.8ms/step | 8.6 samples/s +Step 29550/44000 | Loss: 2.8959 | LR: 1.26e-04 | 2257.0ms/step | 8.9 samples/s +Step 29560/44000 | Loss: 2.8748 | LR: 1.25e-04 | 2244.1ms/step | 8.9 samples/s +Step 29570/44000 | Loss: 2.8780 | LR: 1.25e-04 | 2320.6ms/step | 8.6 samples/s +Step 29580/44000 | Loss: 2.8864 | LR: 1.25e-04 | 2285.4ms/step | 8.8 samples/s +Step 29590/44000 | Loss: 2.8744 | LR: 1.25e-04 | 2298.9ms/step | 8.7 samples/s +Step 29600/44000 | Loss: 2.8915 | LR: 1.25e-04 | 2215.8ms/step | 9.0 samples/s +Step 29610/44000 | Loss: 2.8421 | LR: 1.25e-04 | 2293.6ms/step | 8.7 samples/s +Step 29620/44000 | Loss: 2.9163 | LR: 1.24e-04 | 2285.9ms/step | 8.7 samples/s +Step 29630/44000 | Loss: 2.8921 | LR: 1.24e-04 | 2198.3ms/step | 9.1 samples/s +Step 29640/44000 | Loss: 2.8960 | LR: 1.24e-04 | 2331.6ms/step | 8.6 samples/s +Step 29650/44000 | Loss: 2.8928 | LR: 1.24e-04 | 2191.7ms/step | 9.1 samples/s +Step 29660/44000 | Loss: 2.9483 | LR: 1.24e-04 | 2323.5ms/step | 8.6 samples/s +Step 29670/44000 | Loss: 2.9193 | LR: 1.24e-04 | 2191.0ms/step | 9.1 samples/s +Step 29680/44000 | Loss: 2.9241 | LR: 1.23e-04 | 2305.8ms/step | 8.7 samples/s +Step 29690/44000 | Loss: 2.8916 | LR: 1.23e-04 | 2312.7ms/step | 8.6 samples/s +Step 29700/44000 | Loss: 2.8494 | LR: 1.23e-04 | 2202.3ms/step | 9.1 samples/s +Step 29710/44000 | Loss: 2.8974 | LR: 1.23e-04 | 2168.4ms/step | 9.2 samples/s +Step 29720/44000 | Loss: 2.9070 | LR: 1.23e-04 | 2140.6ms/step | 9.3 samples/s +Step 29730/44000 | Loss: 2.8987 | LR: 1.23e-04 | 2151.2ms/step | 9.3 samples/s +Step 29740/44000 | Loss: 2.9078 | LR: 1.23e-04 | 2131.5ms/step | 9.4 samples/s +Step 29750/44000 | Loss: 2.9194 | LR: 1.22e-04 | 2164.9ms/step | 9.2 samples/s +Step 29760/44000 | Loss: 2.8898 | LR: 1.22e-04 | 2132.7ms/step | 9.4 samples/s +Step 29770/44000 | Loss: 2.9329 | LR: 1.22e-04 | 2138.1ms/step | 9.4 samples/s +Step 29780/44000 | Loss: 2.8701 | LR: 1.22e-04 | 2180.2ms/step | 9.2 samples/s +Step 29790/44000 | Loss: 2.8818 | LR: 1.22e-04 | 2139.5ms/step | 9.3 samples/s +Step 29800/44000 | Loss: 2.9571 | LR: 1.22e-04 | 2129.8ms/step | 9.4 samples/s +Step 29810/44000 | Loss: 2.9064 | LR: 1.21e-04 | 2156.8ms/step | 9.3 samples/s +Step 29820/44000 | Loss: 2.8806 | LR: 1.21e-04 | 2165.6ms/step | 9.2 samples/s +Step 29830/44000 | Loss: 2.9118 | LR: 1.21e-04 | 2127.5ms/step | 9.4 samples/s +Step 29840/44000 | Loss: 2.9202 | LR: 1.21e-04 | 2101.9ms/step | 9.5 samples/s +Step 29850/44000 | Loss: 2.8579 | LR: 1.21e-04 | 2111.0ms/step | 9.5 samples/s +Step 29860/44000 | Loss: 2.9007 | LR: 1.21e-04 | 2089.9ms/step | 9.6 samples/s +Step 29870/44000 | Loss: 2.8880 | LR: 1.21e-04 | 2116.4ms/step | 9.5 samples/s +Step 29880/44000 | Loss: 2.8824 | LR: 1.20e-04 | 2090.1ms/step | 9.6 samples/s +Step 29890/44000 | Loss: 2.8895 | LR: 1.20e-04 | 2100.5ms/step | 9.5 samples/s +Step 29900/44000 | Loss: 2.9145 | LR: 1.20e-04 | 2091.8ms/step | 9.6 samples/s +Step 29910/44000 | Loss: 2.8750 | LR: 1.20e-04 | 2118.9ms/step | 9.4 samples/s +Step 29920/44000 | Loss: 2.9122 | LR: 1.20e-04 | 2116.5ms/step | 9.4 samples/s +Step 29930/44000 | Loss: 2.9140 | LR: 1.20e-04 | 2116.7ms/step | 9.4 samples/s +Step 29940/44000 | Loss: 2.8811 | LR: 1.19e-04 | 2110.6ms/step | 9.5 samples/s +Step 29950/44000 | Loss: 2.9161 | LR: 1.19e-04 | 2097.1ms/step | 9.5 samples/s +Step 29960/44000 | Loss: 2.8839 | LR: 1.19e-04 | 2101.9ms/step | 9.5 samples/s +Step 29970/44000 | Loss: 2.9187 | LR: 1.19e-04 | 2105.4ms/step | 9.5 samples/s +Step 29980/44000 | Loss: 2.9315 | LR: 1.19e-04 | 2101.2ms/step | 9.5 samples/s +Step 29990/44000 | Loss: 2.9222 | LR: 1.19e-04 | 2104.3ms/step | 9.5 samples/s +Step 30000/44000 | Loss: 2.8556 | LR: 1.19e-04 | 2101.9ms/step | 9.5 samples/s +Validation at step 30000: Loss = 2.9072, Perplexity = 18.31 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-30000 +Step 30010/44000 | Loss: 2.8886 | LR: 1.18e-04 | 4208.1ms/step | 4.8 samples/s +Step 30020/44000 | Loss: 2.8855 | LR: 1.18e-04 | 2111.0ms/step | 9.5 samples/s +Step 30030/44000 | Loss: 2.8688 | LR: 1.18e-04 | 2108.2ms/step | 9.5 samples/s +Step 30040/44000 | Loss: 2.8941 | LR: 1.18e-04 | 2115.9ms/step | 9.5 samples/s +Step 30050/44000 | Loss: 2.8916 | LR: 1.18e-04 | 2088.0ms/step | 9.6 samples/s +Step 30060/44000 | Loss: 2.8841 | LR: 1.18e-04 | 2124.6ms/step | 9.4 samples/s +Step 30070/44000 | Loss: 2.9059 | LR: 1.17e-04 | 2106.9ms/step | 9.5 samples/s +Step 30080/44000 | Loss: 2.8973 | LR: 1.17e-04 | 2095.3ms/step | 9.5 samples/s +Step 30090/44000 | Loss: 2.9109 | LR: 1.17e-04 | 2105.3ms/step | 9.5 samples/s +Step 30100/44000 | Loss: 2.9101 | LR: 1.17e-04 | 2110.1ms/step | 9.5 samples/s +Step 30110/44000 | Loss: 2.8902 | LR: 1.17e-04 | 2107.0ms/step | 9.5 samples/s +Step 30120/44000 | Loss: 2.8477 | LR: 1.17e-04 | 2102.0ms/step | 9.5 samples/s +Step 30130/44000 | Loss: 2.8918 | LR: 1.17e-04 | 2096.3ms/step | 9.5 samples/s +Step 30140/44000 | Loss: 2.9169 | LR: 1.16e-04 | 2022.7ms/step | 9.9 samples/s +Step 30150/44000 | Loss: 2.8573 | LR: 1.16e-04 | 2119.5ms/step | 9.4 samples/s +Step 30160/44000 | Loss: 2.9149 | LR: 1.16e-04 | 2102.5ms/step | 9.5 samples/s +Step 30170/44000 | Loss: 2.9005 | LR: 1.16e-04 | 2122.3ms/step | 9.4 samples/s +Step 30180/44000 | Loss: 2.9228 | LR: 1.16e-04 | 2098.4ms/step | 9.5 samples/s +Step 30190/44000 | Loss: 2.8499 | LR: 1.16e-04 | 2106.7ms/step | 9.5 samples/s +Step 30200/44000 | Loss: 2.8960 | LR: 1.15e-04 | 2106.3ms/step | 9.5 samples/s +Step 30210/44000 | Loss: 2.9114 | LR: 1.15e-04 | 2118.4ms/step | 9.4 samples/s +Step 30220/44000 | Loss: 2.9723 | LR: 1.15e-04 | 2090.5ms/step | 9.6 samples/s +Step 30230/44000 | Loss: 2.9105 | LR: 1.15e-04 | 2100.9ms/step | 9.5 samples/s +Step 30240/44000 | Loss: 2.9511 | LR: 1.15e-04 | 2099.1ms/step | 9.5 samples/s +Step 30250/44000 | Loss: 2.9154 | LR: 1.15e-04 | 2119.6ms/step | 9.4 samples/s +Step 30260/44000 | Loss: 2.9312 | LR: 1.15e-04 | 2096.5ms/step | 9.5 samples/s +Step 30270/44000 | Loss: 2.9237 | LR: 1.14e-04 | 2104.9ms/step | 9.5 samples/s +Step 30280/44000 | Loss: 2.8930 | LR: 1.14e-04 | 2107.4ms/step | 9.5 samples/s +Step 30290/44000 | Loss: 2.9094 | LR: 1.14e-04 | 2097.3ms/step | 9.5 samples/s +Step 30300/44000 | Loss: 2.9302 | LR: 1.14e-04 | 2101.6ms/step | 9.5 samples/s +Step 30310/44000 | Loss: 2.8941 | LR: 1.14e-04 | 2106.8ms/step | 9.5 samples/s +Step 30320/44000 | Loss: 2.8724 | LR: 1.14e-04 | 2104.6ms/step | 9.5 samples/s +Step 30330/44000 | Loss: 2.8638 | LR: 1.13e-04 | 2127.4ms/step | 9.4 samples/s +Step 30340/44000 | Loss: 2.9230 | LR: 1.13e-04 | 2079.5ms/step | 9.6 samples/s +Step 30350/44000 | Loss: 2.9319 | LR: 1.13e-04 | 2100.6ms/step | 9.5 samples/s +Step 30360/44000 | Loss: 2.9173 | LR: 1.13e-04 | 2114.3ms/step | 9.5 samples/s +Step 30370/44000 | Loss: 2.9623 | LR: 1.13e-04 | 2101.1ms/step | 9.5 samples/s +Step 30380/44000 | Loss: 2.9059 | LR: 1.13e-04 | 2120.8ms/step | 9.4 samples/s +Step 30390/44000 | Loss: 2.8754 | LR: 1.13e-04 | 2097.8ms/step | 9.5 samples/s +Step 30400/44000 | Loss: 2.9020 | LR: 1.12e-04 | 2106.9ms/step | 9.5 samples/s +Step 30410/44000 | Loss: 2.8806 | LR: 1.12e-04 | 2101.1ms/step | 9.5 samples/s +Step 30420/44000 | Loss: 2.8847 | LR: 1.12e-04 | 2084.9ms/step | 9.6 samples/s +Step 30430/44000 | Loss: 2.8845 | LR: 1.12e-04 | 2108.1ms/step | 9.5 samples/s +Step 30440/44000 | Loss: 2.8830 | LR: 1.12e-04 | 2101.0ms/step | 9.5 samples/s +Step 30450/44000 | Loss: 2.8950 | LR: 1.12e-04 | 2101.5ms/step | 9.5 samples/s +Step 30460/44000 | Loss: 2.8658 | LR: 1.11e-04 | 2101.5ms/step | 9.5 samples/s +Step 30470/44000 | Loss: 2.9179 | LR: 1.11e-04 | 2095.7ms/step | 9.5 samples/s +Step 30480/44000 | Loss: 2.8592 | LR: 1.11e-04 | 2096.1ms/step | 9.5 samples/s +Step 30490/44000 | Loss: 2.8843 | LR: 1.11e-04 | 2085.8ms/step | 9.6 samples/s +Step 30500/44000 | Loss: 2.8626 | LR: 1.11e-04 | 2117.6ms/step | 9.4 samples/s +Step 30510/44000 | Loss: 2.8897 | LR: 1.11e-04 | 2105.6ms/step | 9.5 samples/s +Step 30520/44000 | Loss: 2.9032 | LR: 1.11e-04 | 2104.8ms/step | 9.5 samples/s +Step 30530/44000 | Loss: 2.8855 | LR: 1.10e-04 | 2119.1ms/step | 9.4 samples/s +Step 30540/44000 | Loss: 2.8681 | LR: 1.10e-04 | 2100.8ms/step | 9.5 samples/s +Step 30550/44000 | Loss: 2.8880 | LR: 1.10e-04 | 2102.4ms/step | 9.5 samples/s +Step 30560/44000 | Loss: 2.8830 | LR: 1.10e-04 | 2089.4ms/step | 9.6 samples/s +Step 30570/44000 | Loss: 2.8995 | LR: 1.10e-04 | 2121.1ms/step | 9.4 samples/s +Step 30580/44000 | Loss: 2.8905 | LR: 1.10e-04 | 2095.9ms/step | 9.5 samples/s +Step 30590/44000 | Loss: 2.8978 | LR: 1.10e-04 | 2108.3ms/step | 9.5 samples/s +Step 30600/44000 | Loss: 2.9151 | LR: 1.09e-04 | 2103.8ms/step | 9.5 samples/s +Step 30610/44000 | Loss: 2.9348 | LR: 1.09e-04 | 2085.0ms/step | 9.6 samples/s +Step 30620/44000 | Loss: 2.9472 | LR: 1.09e-04 | 2105.4ms/step | 9.5 samples/s +Step 30630/44000 | Loss: 2.9065 | LR: 1.09e-04 | 2105.9ms/step | 9.5 samples/s +Step 30640/44000 | Loss: 2.9146 | LR: 1.09e-04 | 2111.1ms/step | 9.5 samples/s +Step 30650/44000 | Loss: 2.9042 | LR: 1.09e-04 | 2123.7ms/step | 9.4 samples/s +Step 30660/44000 | Loss: 2.8831 | LR: 1.08e-04 | 2111.6ms/step | 9.5 samples/s +Step 30670/44000 | Loss: 2.8547 | LR: 1.08e-04 | 2121.4ms/step | 9.4 samples/s +Step 30680/44000 | Loss: 2.9075 | LR: 1.08e-04 | 2106.9ms/step | 9.5 samples/s +Step 30690/44000 | Loss: 2.8953 | LR: 1.08e-04 | 2109.7ms/step | 9.5 samples/s +Step 30700/44000 | Loss: 2.8662 | LR: 1.08e-04 | 2104.6ms/step | 9.5 samples/s +Step 30710/44000 | Loss: 2.8920 | LR: 1.08e-04 | 2104.3ms/step | 9.5 samples/s +Step 30720/44000 | Loss: 2.8850 | LR: 1.08e-04 | 2110.1ms/step | 9.5 samples/s +Step 30730/44000 | Loss: 2.8882 | LR: 1.07e-04 | 2107.5ms/step | 9.5 samples/s +Step 30740/44000 | Loss: 2.9295 | LR: 1.07e-04 | 2099.7ms/step | 9.5 samples/s +Step 30750/44000 | Loss: 2.8520 | LR: 1.07e-04 | 2089.1ms/step | 9.6 samples/s +Step 30760/44000 | Loss: 2.9013 | LR: 1.07e-04 | 2096.5ms/step | 9.5 samples/s +Step 30770/44000 | Loss: 2.8893 | LR: 1.07e-04 | 2124.5ms/step | 9.4 samples/s +Step 30780/44000 | Loss: 2.9032 | LR: 1.07e-04 | 2102.5ms/step | 9.5 samples/s +Step 30790/44000 | Loss: 2.9126 | LR: 1.07e-04 | 2101.3ms/step | 9.5 samples/s +Step 30800/44000 | Loss: 2.8700 | LR: 1.06e-04 | 2082.3ms/step | 9.6 samples/s +Step 30810/44000 | Loss: 2.9337 | LR: 1.06e-04 | 2094.2ms/step | 9.6 samples/s +Step 30820/44000 | Loss: 2.8730 | LR: 1.06e-04 | 2099.5ms/step | 9.5 samples/s +Step 30830/44000 | Loss: 2.8978 | LR: 1.06e-04 | 2103.5ms/step | 9.5 samples/s +Step 30840/44000 | Loss: 2.8492 | LR: 1.06e-04 | 2139.2ms/step | 9.3 samples/s +Step 30850/44000 | Loss: 2.9293 | LR: 1.06e-04 | 2117.7ms/step | 9.4 samples/s +Step 30860/44000 | Loss: 2.9271 | LR: 1.05e-04 | 2105.0ms/step | 9.5 samples/s +Step 30870/44000 | Loss: 2.9199 | LR: 1.05e-04 | 2125.2ms/step | 9.4 samples/s +Step 30880/44000 | Loss: 2.9489 | LR: 1.05e-04 | 2117.3ms/step | 9.4 samples/s +Step 30890/44000 | Loss: 2.9105 | LR: 1.05e-04 | 2107.0ms/step | 9.5 samples/s +Step 30900/44000 | Loss: 2.9273 | LR: 1.05e-04 | 2110.6ms/step | 9.5 samples/s +Step 30910/44000 | Loss: 2.9275 | LR: 1.05e-04 | 2109.2ms/step | 9.5 samples/s +Step 30920/44000 | Loss: 2.9290 | LR: 1.05e-04 | 2101.3ms/step | 9.5 samples/s +Step 30930/44000 | Loss: 2.9244 | LR: 1.04e-04 | 2107.0ms/step | 9.5 samples/s +Step 30940/44000 | Loss: 2.8517 | LR: 1.04e-04 | 2099.4ms/step | 9.5 samples/s +Step 30950/44000 | Loss: 2.8934 | LR: 1.04e-04 | 2120.4ms/step | 9.4 samples/s +Step 30960/44000 | Loss: 2.8838 | LR: 1.04e-04 | 2096.5ms/step | 9.5 samples/s +Step 30970/44000 | Loss: 2.8879 | LR: 1.04e-04 | 2112.1ms/step | 9.5 samples/s +Step 30980/44000 | Loss: 2.8863 | LR: 1.04e-04 | 2091.1ms/step | 9.6 samples/s +Step 30990/44000 | Loss: 2.8988 | LR: 1.04e-04 | 2097.9ms/step | 9.5 samples/s +Step 31000/44000 | Loss: 2.9014 | LR: 1.03e-04 | 2125.6ms/step | 9.4 samples/s +Validation at step 31000: Loss = 2.9039, Perplexity = 18.25 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-31000 +Step 31010/44000 | Loss: 2.9085 | LR: 1.03e-04 | 4342.9ms/step | 4.6 samples/s +Step 31020/44000 | Loss: 2.9055 | LR: 1.03e-04 | 2105.1ms/step | 9.5 samples/s +Step 31030/44000 | Loss: 2.8716 | LR: 1.03e-04 | 2111.8ms/step | 9.5 samples/s +Step 31040/44000 | Loss: 2.9109 | LR: 1.03e-04 | 2090.6ms/step | 9.6 samples/s +Step 31050/44000 | Loss: 2.9078 | LR: 1.03e-04 | 2111.5ms/step | 9.5 samples/s +Step 31060/44000 | Loss: 2.8870 | LR: 1.03e-04 | 2095.3ms/step | 9.5 samples/s +Step 31070/44000 | Loss: 2.8835 | LR: 1.02e-04 | 2114.9ms/step | 9.5 samples/s +Step 31080/44000 | Loss: 2.9252 | LR: 1.02e-04 | 2236.3ms/step | 8.9 samples/s +Step 31090/44000 | Loss: 2.9265 | LR: 1.02e-04 | 2223.0ms/step | 9.0 samples/s +Step 31100/44000 | Loss: 2.8477 | LR: 1.02e-04 | 2254.2ms/step | 8.9 samples/s +Step 31110/44000 | Loss: 2.8892 | LR: 1.02e-04 | 2235.2ms/step | 8.9 samples/s +Step 31120/44000 | Loss: 2.8690 | LR: 1.02e-04 | 2220.2ms/step | 9.0 samples/s +Step 31130/44000 | Loss: 2.9091 | LR: 1.02e-04 | 2207.4ms/step | 9.1 samples/s +Step 31140/44000 | Loss: 2.8872 | LR: 1.01e-04 | 2112.9ms/step | 9.5 samples/s +Step 31150/44000 | Loss: 2.8897 | LR: 1.01e-04 | 2203.1ms/step | 9.1 samples/s +Step 31160/44000 | Loss: 2.8834 | LR: 1.01e-04 | 2315.6ms/step | 8.6 samples/s +Step 31170/44000 | Loss: 2.8999 | LR: 1.01e-04 | 2296.2ms/step | 8.7 samples/s +Step 31180/44000 | Loss: 2.8807 | LR: 1.01e-04 | 2246.9ms/step | 8.9 samples/s +Step 31190/44000 | Loss: 2.9025 | LR: 1.01e-04 | 2196.3ms/step | 9.1 samples/s +Step 31200/44000 | Loss: 2.9167 | LR: 1.00e-04 | 2214.0ms/step | 9.0 samples/s +Step 31210/44000 | Loss: 2.9088 | LR: 1.00e-04 | 2225.5ms/step | 9.0 samples/s +Step 31220/44000 | Loss: 2.8615 | LR: 1.00e-04 | 2243.2ms/step | 8.9 samples/s +Step 31230/44000 | Loss: 2.8754 | LR: 1.00e-04 | 2236.9ms/step | 8.9 samples/s +Step 31240/44000 | Loss: 2.9007 | LR: 9.99e-05 | 2262.7ms/step | 8.8 samples/s +Step 31250/44000 | Loss: 2.9487 | LR: 9.98e-05 | 2226.4ms/step | 9.0 samples/s +Step 31260/44000 | Loss: 2.8585 | LR: 9.96e-05 | 2197.4ms/step | 9.1 samples/s +Step 31270/44000 | Loss: 2.9506 | LR: 9.95e-05 | 2252.8ms/step | 8.9 samples/s +Step 31280/44000 | Loss: 2.8701 | LR: 9.93e-05 | 2226.0ms/step | 9.0 samples/s +Step 31290/44000 | Loss: 2.8513 | LR: 9.92e-05 | 2219.1ms/step | 9.0 samples/s +Step 31300/44000 | Loss: 2.9042 | LR: 9.90e-05 | 2215.3ms/step | 9.0 samples/s +Step 31310/44000 | Loss: 2.9169 | LR: 9.89e-05 | 2211.8ms/step | 9.0 samples/s +Step 31320/44000 | Loss: 2.8926 | LR: 9.88e-05 | 2225.2ms/step | 9.0 samples/s +Step 31330/44000 | Loss: 2.8804 | LR: 9.86e-05 | 2227.3ms/step | 9.0 samples/s +Step 31340/44000 | Loss: 2.8979 | LR: 9.85e-05 | 2237.8ms/step | 8.9 samples/s +Step 31350/44000 | Loss: 2.9106 | LR: 9.83e-05 | 2222.3ms/step | 9.0 samples/s +Step 31360/44000 | Loss: 2.8671 | LR: 9.82e-05 | 2237.5ms/step | 8.9 samples/s +Step 31370/44000 | Loss: 2.9113 | LR: 9.80e-05 | 2261.4ms/step | 8.8 samples/s +Step 31380/44000 | Loss: 2.9429 | LR: 9.79e-05 | 2253.3ms/step | 8.9 samples/s +Step 31390/44000 | Loss: 2.8992 | LR: 9.77e-05 | 2248.4ms/step | 8.9 samples/s +Step 31400/44000 | Loss: 2.8999 | LR: 9.76e-05 | 2260.0ms/step | 8.8 samples/s +Step 31410/44000 | Loss: 2.8670 | LR: 9.75e-05 | 2300.1ms/step | 8.7 samples/s +Step 31420/44000 | Loss: 2.9201 | LR: 9.73e-05 | 2320.6ms/step | 8.6 samples/s +Step 31430/44000 | Loss: 2.9143 | LR: 9.72e-05 | 2279.7ms/step | 8.8 samples/s +Step 31440/44000 | Loss: 2.9020 | LR: 9.70e-05 | 2269.7ms/step | 8.8 samples/s +Step 31450/44000 | Loss: 2.8926 | LR: 9.69e-05 | 2257.9ms/step | 8.9 samples/s +Step 31460/44000 | Loss: 2.8966 | LR: 9.67e-05 | 2280.4ms/step | 8.8 samples/s +Step 31470/44000 | Loss: 2.9462 | LR: 9.66e-05 | 2283.1ms/step | 8.8 samples/s +Step 31480/44000 | Loss: 2.8500 | LR: 9.65e-05 | 2279.1ms/step | 8.8 samples/s +Step 31490/44000 | Loss: 2.9149 | LR: 9.63e-05 | 2231.3ms/step | 9.0 samples/s +Step 31500/44000 | Loss: 2.8534 | LR: 9.62e-05 | 2123.8ms/step | 9.4 samples/s +Step 31510/44000 | Loss: 2.8999 | LR: 9.60e-05 | 2090.9ms/step | 9.6 samples/s +Step 31520/44000 | Loss: 2.8733 | LR: 9.59e-05 | 2105.7ms/step | 9.5 samples/s +Step 31530/44000 | Loss: 2.8745 | LR: 9.57e-05 | 2149.9ms/step | 9.3 samples/s +Step 31540/44000 | Loss: 2.8936 | LR: 9.56e-05 | 2148.2ms/step | 9.3 samples/s +Step 31550/44000 | Loss: 2.8754 | LR: 9.54e-05 | 2187.5ms/step | 9.1 samples/s +Step 31560/44000 | Loss: 2.8940 | LR: 9.53e-05 | 2130.6ms/step | 9.4 samples/s +Step 31570/44000 | Loss: 2.8700 | LR: 9.52e-05 | 2101.4ms/step | 9.5 samples/s +Step 31580/44000 | Loss: 2.9153 | LR: 9.50e-05 | 2110.0ms/step | 9.5 samples/s +Step 31590/44000 | Loss: 2.8499 | LR: 9.49e-05 | 2131.2ms/step | 9.4 samples/s +Step 31600/44000 | Loss: 2.8880 | LR: 9.47e-05 | 2129.1ms/step | 9.4 samples/s +Step 31610/44000 | Loss: 2.8814 | LR: 9.46e-05 | 2220.7ms/step | 9.0 samples/s +Step 31620/44000 | Loss: 2.9214 | LR: 9.45e-05 | 2229.9ms/step | 9.0 samples/s +Step 31630/44000 | Loss: 2.9035 | LR: 9.43e-05 | 2239.8ms/step | 8.9 samples/s +Step 31640/44000 | Loss: 2.9026 | LR: 9.42e-05 | 2108.9ms/step | 9.5 samples/s +Step 31650/44000 | Loss: 2.8465 | LR: 9.40e-05 | 2098.9ms/step | 9.5 samples/s +Step 31660/44000 | Loss: 2.8890 | LR: 9.39e-05 | 2127.0ms/step | 9.4 samples/s +Step 31670/44000 | Loss: 2.8468 | LR: 9.37e-05 | 2158.1ms/step | 9.3 samples/s +Step 31680/44000 | Loss: 2.8811 | LR: 9.36e-05 | 2243.4ms/step | 8.9 samples/s +Step 31690/44000 | Loss: 2.9109 | LR: 9.35e-05 | 2200.8ms/step | 9.1 samples/s +Step 31700/44000 | Loss: 2.8981 | LR: 9.33e-05 | 2158.6ms/step | 9.3 samples/s +Step 31710/44000 | Loss: 2.8881 | LR: 9.32e-05 | 2201.1ms/step | 9.1 samples/s +Step 31720/44000 | Loss: 2.9098 | LR: 9.30e-05 | 2221.8ms/step | 9.0 samples/s +Step 31730/44000 | Loss: 2.8935 | LR: 9.29e-05 | 2222.0ms/step | 9.0 samples/s +Step 31740/44000 | Loss: 2.8396 | LR: 9.28e-05 | 2201.7ms/step | 9.1 samples/s +Step 31750/44000 | Loss: 2.8807 | LR: 9.26e-05 | 2243.5ms/step | 8.9 samples/s +Step 31760/44000 | Loss: 2.9315 | LR: 9.25e-05 | 2200.0ms/step | 9.1 samples/s +Step 31770/44000 | Loss: 2.8821 | LR: 9.23e-05 | 2196.7ms/step | 9.1 samples/s +Step 31780/44000 | Loss: 2.9209 | LR: 9.22e-05 | 2244.2ms/step | 8.9 samples/s +Step 31790/44000 | Loss: 2.8939 | LR: 9.20e-05 | 2237.1ms/step | 8.9 samples/s +Step 31800/44000 | Loss: 2.8708 | LR: 9.19e-05 | 2156.1ms/step | 9.3 samples/s +Step 31810/44000 | Loss: 2.8861 | LR: 9.18e-05 | 2255.5ms/step | 8.9 samples/s +Step 31820/44000 | Loss: 2.9279 | LR: 9.16e-05 | 2190.4ms/step | 9.1 samples/s +Step 31830/44000 | Loss: 2.8871 | LR: 9.15e-05 | 2237.0ms/step | 8.9 samples/s +Step 31840/44000 | Loss: 2.8907 | LR: 9.13e-05 | 2176.1ms/step | 9.2 samples/s +Step 31850/44000 | Loss: 2.9524 | LR: 9.12e-05 | 2206.1ms/step | 9.1 samples/s +Step 31860/44000 | Loss: 2.8382 | LR: 9.11e-05 | 2251.3ms/step | 8.9 samples/s +Step 31870/44000 | Loss: 2.8566 | LR: 9.09e-05 | 2151.7ms/step | 9.3 samples/s +Step 31880/44000 | Loss: 2.9200 | LR: 9.08e-05 | 2221.4ms/step | 9.0 samples/s +Step 31890/44000 | Loss: 2.8360 | LR: 9.06e-05 | 2216.9ms/step | 9.0 samples/s +Step 31900/44000 | Loss: 2.8930 | LR: 9.05e-05 | 2261.6ms/step | 8.8 samples/s +Step 31910/44000 | Loss: 2.9072 | LR: 9.04e-05 | 2186.1ms/step | 9.1 samples/s +Step 31920/44000 | Loss: 2.8686 | LR: 9.02e-05 | 2190.8ms/step | 9.1 samples/s +Step 31930/44000 | Loss: 2.8747 | LR: 9.01e-05 | 2168.2ms/step | 9.2 samples/s +Step 31940/44000 | Loss: 2.8804 | LR: 8.99e-05 | 2190.5ms/step | 9.1 samples/s +Step 31950/44000 | Loss: 2.9481 | LR: 8.98e-05 | 2191.9ms/step | 9.1 samples/s +Step 31960/44000 | Loss: 2.9411 | LR: 8.97e-05 | 2168.5ms/step | 9.2 samples/s +Step 31970/44000 | Loss: 2.8625 | LR: 8.95e-05 | 2238.6ms/step | 8.9 samples/s +Step 31980/44000 | Loss: 2.8750 | LR: 8.94e-05 | 2200.5ms/step | 9.1 samples/s +Step 31990/44000 | Loss: 2.8747 | LR: 8.92e-05 | 2196.4ms/step | 9.1 samples/s +Step 32000/44000 | Loss: 2.8608 | LR: 8.91e-05 | 2201.0ms/step | 9.1 samples/s +Validation at step 32000: Loss = 2.9013, Perplexity = 18.20 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-32000 +Step 32010/44000 | Loss: 2.8663 | LR: 8.90e-05 | 4496.9ms/step | 4.4 samples/s +Step 32020/44000 | Loss: 2.8782 | LR: 8.88e-05 | 2173.7ms/step | 9.2 samples/s +Step 32030/44000 | Loss: 2.8603 | LR: 8.87e-05 | 2331.5ms/step | 8.6 samples/s +Step 32040/44000 | Loss: 2.9381 | LR: 8.86e-05 | 2434.6ms/step | 8.2 samples/s +Step 32050/44000 | Loss: 2.8604 | LR: 8.84e-05 | 2385.3ms/step | 8.4 samples/s +Step 32060/44000 | Loss: 2.9050 | LR: 8.83e-05 | 2429.1ms/step | 8.2 samples/s +Step 32070/44000 | Loss: 2.9189 | LR: 8.81e-05 | 2358.7ms/step | 8.5 samples/s +Step 32080/44000 | Loss: 2.8720 | LR: 8.80e-05 | 2416.1ms/step | 8.3 samples/s +Step 32090/44000 | Loss: 2.9036 | LR: 8.79e-05 | 2381.6ms/step | 8.4 samples/s +Step 32100/44000 | Loss: 2.8748 | LR: 8.77e-05 | 2364.8ms/step | 8.5 samples/s +Step 32110/44000 | Loss: 2.8972 | LR: 8.76e-05 | 2328.9ms/step | 8.6 samples/s +Step 32120/44000 | Loss: 2.9120 | LR: 8.74e-05 | 2207.2ms/step | 9.1 samples/s +Step 32130/44000 | Loss: 2.8839 | LR: 8.73e-05 | 2339.1ms/step | 8.6 samples/s +Step 32140/44000 | Loss: 2.9103 | LR: 8.72e-05 | 2421.4ms/step | 8.3 samples/s +Step 32150/44000 | Loss: 2.8967 | LR: 8.70e-05 | 2360.9ms/step | 8.5 samples/s +Step 32160/44000 | Loss: 2.8812 | LR: 8.69e-05 | 2371.7ms/step | 8.4 samples/s +Step 32170/44000 | Loss: 2.8797 | LR: 8.68e-05 | 2342.9ms/step | 8.5 samples/s +Step 32180/44000 | Loss: 2.9056 | LR: 8.66e-05 | 2337.4ms/step | 8.6 samples/s +Step 32190/44000 | Loss: 2.9137 | LR: 8.65e-05 | 2349.4ms/step | 8.5 samples/s +Step 32200/44000 | Loss: 2.8896 | LR: 8.63e-05 | 2395.2ms/step | 8.4 samples/s +Step 32210/44000 | Loss: 2.8945 | LR: 8.62e-05 | 2404.4ms/step | 8.3 samples/s +Step 32220/44000 | Loss: 2.8805 | LR: 8.61e-05 | 2417.8ms/step | 8.3 samples/s +Step 32230/44000 | Loss: 2.8067 | LR: 8.59e-05 | 2410.6ms/step | 8.3 samples/s +Step 32240/44000 | Loss: 2.8717 | LR: 8.58e-05 | 2408.6ms/step | 8.3 samples/s +Step 32250/44000 | Loss: 2.8671 | LR: 8.57e-05 | 2400.2ms/step | 8.3 samples/s +Step 32260/44000 | Loss: 2.8966 | LR: 8.55e-05 | 2349.7ms/step | 8.5 samples/s +Step 32270/44000 | Loss: 2.8720 | LR: 8.54e-05 | 2399.4ms/step | 8.3 samples/s +Step 32280/44000 | Loss: 2.8903 | LR: 8.53e-05 | 2353.0ms/step | 8.5 samples/s +Step 32290/44000 | Loss: 2.8753 | LR: 8.51e-05 | 2373.6ms/step | 8.4 samples/s +Step 32300/44000 | Loss: 2.8917 | LR: 8.50e-05 | 2434.5ms/step | 8.2 samples/s +Step 32310/44000 | Loss: 2.8908 | LR: 8.48e-05 | 2425.8ms/step | 8.2 samples/s +Step 32320/44000 | Loss: 2.8579 | LR: 8.47e-05 | 2385.8ms/step | 8.4 samples/s +Step 32330/44000 | Loss: 2.8633 | LR: 8.46e-05 | 2419.1ms/step | 8.3 samples/s +Step 32340/44000 | Loss: 2.8951 | LR: 8.44e-05 | 2391.7ms/step | 8.4 samples/s +Step 32350/44000 | Loss: 2.9298 | LR: 8.43e-05 | 2347.9ms/step | 8.5 samples/s +Step 32360/44000 | Loss: 2.9277 | LR: 8.42e-05 | 2358.1ms/step | 8.5 samples/s +Step 32370/44000 | Loss: 2.9209 | LR: 8.40e-05 | 2396.8ms/step | 8.3 samples/s +Step 32380/44000 | Loss: 2.8903 | LR: 8.39e-05 | 2385.4ms/step | 8.4 samples/s +Step 32390/44000 | Loss: 2.8882 | LR: 8.38e-05 | 2359.1ms/step | 8.5 samples/s +Step 32400/44000 | Loss: 2.9384 | LR: 8.36e-05 | 2348.5ms/step | 8.5 samples/s +Step 32410/44000 | Loss: 2.8931 | LR: 8.35e-05 | 2352.7ms/step | 8.5 samples/s +Step 32420/44000 | Loss: 2.8818 | LR: 8.33e-05 | 2376.5ms/step | 8.4 samples/s +Step 32430/44000 | Loss: 2.8888 | LR: 8.32e-05 | 2415.7ms/step | 8.3 samples/s +Step 32440/44000 | Loss: 2.9183 | LR: 8.31e-05 | 2346.7ms/step | 8.5 samples/s +Step 32450/44000 | Loss: 2.8859 | LR: 8.29e-05 | 2400.7ms/step | 8.3 samples/s +Step 32460/44000 | Loss: 2.8790 | LR: 8.28e-05 | 2401.1ms/step | 8.3 samples/s +Step 32470/44000 | Loss: 2.8738 | LR: 8.27e-05 | 2395.9ms/step | 8.3 samples/s +Step 32480/44000 | Loss: 2.8663 | LR: 8.25e-05 | 2367.0ms/step | 8.4 samples/s +Step 32490/44000 | Loss: 2.8706 | LR: 8.24e-05 | 2378.8ms/step | 8.4 samples/s +Step 32500/44000 | Loss: 2.8494 | LR: 8.23e-05 | 2373.3ms/step | 8.4 samples/s +Step 32510/44000 | Loss: 2.9090 | LR: 8.21e-05 | 2358.3ms/step | 8.5 samples/s +Step 32520/44000 | Loss: 2.9038 | LR: 8.20e-05 | 2384.2ms/step | 8.4 samples/s +Step 32530/44000 | Loss: 2.9514 | LR: 8.19e-05 | 2410.8ms/step | 8.3 samples/s +Step 32540/44000 | Loss: 2.8926 | LR: 8.17e-05 | 2391.7ms/step | 8.4 samples/s +Step 32550/44000 | Loss: 2.8984 | LR: 8.16e-05 | 2355.5ms/step | 8.5 samples/s +Step 32560/44000 | Loss: 2.9508 | LR: 8.15e-05 | 2377.7ms/step | 8.4 samples/s +Step 32570/44000 | Loss: 2.8825 | LR: 8.13e-05 | 2402.7ms/step | 8.3 samples/s +Step 32580/44000 | Loss: 2.8999 | LR: 8.12e-05 | 2314.0ms/step | 8.6 samples/s +Step 32590/44000 | Loss: 2.8813 | LR: 8.11e-05 | 2381.0ms/step | 8.4 samples/s +Step 32600/44000 | Loss: 2.8973 | LR: 8.09e-05 | 2358.7ms/step | 8.5 samples/s +Step 32610/44000 | Loss: 2.8703 | LR: 8.08e-05 | 2368.0ms/step | 8.4 samples/s +Step 32620/44000 | Loss: 2.9168 | LR: 8.07e-05 | 2344.2ms/step | 8.5 samples/s +Step 32630/44000 | Loss: 2.8787 | LR: 8.05e-05 | 2318.2ms/step | 8.6 samples/s +Step 32640/44000 | Loss: 2.8888 | LR: 8.04e-05 | 2375.8ms/step | 8.4 samples/s +Step 32650/44000 | Loss: 2.9123 | LR: 8.03e-05 | 2347.6ms/step | 8.5 samples/s +Step 32660/44000 | Loss: 2.8959 | LR: 8.01e-05 | 2288.8ms/step | 8.7 samples/s +Step 32670/44000 | Loss: 2.8910 | LR: 8.00e-05 | 2321.8ms/step | 8.6 samples/s +Step 32680/44000 | Loss: 2.9038 | LR: 7.99e-05 | 2368.9ms/step | 8.4 samples/s +Step 32690/44000 | Loss: 2.9150 | LR: 7.97e-05 | 2374.3ms/step | 8.4 samples/s +Step 32700/44000 | Loss: 2.8598 | LR: 7.96e-05 | 2357.8ms/step | 8.5 samples/s +Step 32710/44000 | Loss: 2.9428 | LR: 7.95e-05 | 2361.0ms/step | 8.5 samples/s +Step 32720/44000 | Loss: 2.9132 | LR: 7.93e-05 | 2391.3ms/step | 8.4 samples/s +Step 32730/44000 | Loss: 2.8377 | LR: 7.92e-05 | 2318.5ms/step | 8.6 samples/s +Step 32740/44000 | Loss: 2.9076 | LR: 7.91e-05 | 2345.5ms/step | 8.5 samples/s +Step 32750/44000 | Loss: 2.8855 | LR: 7.89e-05 | 2366.2ms/step | 8.5 samples/s +Step 32760/44000 | Loss: 2.8897 | LR: 7.88e-05 | 2344.2ms/step | 8.5 samples/s +Step 32770/44000 | Loss: 2.8759 | LR: 7.87e-05 | 2330.6ms/step | 8.6 samples/s +Step 32780/44000 | Loss: 2.8864 | LR: 7.85e-05 | 2345.0ms/step | 8.5 samples/s +Step 32790/44000 | Loss: 2.8995 | LR: 7.84e-05 | 2340.4ms/step | 8.5 samples/s +Step 32800/44000 | Loss: 2.8836 | LR: 7.83e-05 | 2357.0ms/step | 8.5 samples/s +Step 32810/44000 | Loss: 2.8885 | LR: 7.81e-05 | 2391.1ms/step | 8.4 samples/s +Step 32820/44000 | Loss: 2.8539 | LR: 7.80e-05 | 2379.5ms/step | 8.4 samples/s +Step 32830/44000 | Loss: 2.8839 | LR: 7.79e-05 | 2373.2ms/step | 8.4 samples/s +Step 32840/44000 | Loss: 2.8495 | LR: 7.77e-05 | 2369.0ms/step | 8.4 samples/s +Step 32850/44000 | Loss: 2.9226 | LR: 7.76e-05 | 2367.8ms/step | 8.4 samples/s +Step 32860/44000 | Loss: 2.8811 | LR: 7.75e-05 | 2385.2ms/step | 8.4 samples/s +Step 32870/44000 | Loss: 2.8726 | LR: 7.73e-05 | 2353.7ms/step | 8.5 samples/s +Step 32880/44000 | Loss: 2.8718 | LR: 7.72e-05 | 2373.5ms/step | 8.4 samples/s +Step 32890/44000 | Loss: 2.8943 | LR: 7.71e-05 | 2360.2ms/step | 8.5 samples/s +Step 32900/44000 | Loss: 2.9271 | LR: 7.70e-05 | 2383.3ms/step | 8.4 samples/s +Step 32910/44000 | Loss: 2.9014 | LR: 7.68e-05 | 2304.0ms/step | 8.7 samples/s +Step 32920/44000 | Loss: 2.9341 | LR: 7.67e-05 | 2398.7ms/step | 8.3 samples/s +Step 32930/44000 | Loss: 2.9142 | LR: 7.66e-05 | 2356.2ms/step | 8.5 samples/s +Step 32940/44000 | Loss: 2.9066 | LR: 7.64e-05 | 2360.7ms/step | 8.5 samples/s +Step 32950/44000 | Loss: 2.8928 | LR: 7.63e-05 | 2345.2ms/step | 8.5 samples/s +Step 32960/44000 | Loss: 2.8573 | LR: 7.62e-05 | 2382.9ms/step | 8.4 samples/s +Step 32970/44000 | Loss: 2.8991 | LR: 7.60e-05 | 2333.9ms/step | 8.6 samples/s +Step 32980/44000 | Loss: 2.8884 | LR: 7.59e-05 | 2341.3ms/step | 8.5 samples/s +Step 32990/44000 | Loss: 2.8791 | LR: 7.58e-05 | 2365.1ms/step | 8.5 samples/s +Step 33000/44000 | Loss: 2.8473 | LR: 7.56e-05 | 2412.6ms/step | 8.3 samples/s +Validation at step 33000: Loss = 2.8994, Perplexity = 18.16 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-33000 +Step 33010/44000 | Loss: 2.9088 | LR: 7.55e-05 | 4873.9ms/step | 4.1 samples/s +Step 33020/44000 | Loss: 2.8847 | LR: 7.54e-05 | 2322.8ms/step | 8.6 samples/s +Step 33030/44000 | Loss: 2.9133 | LR: 7.53e-05 | 2358.0ms/step | 8.5 samples/s +Step 33040/44000 | Loss: 2.8613 | LR: 7.51e-05 | 2331.6ms/step | 8.6 samples/s +Step 33050/44000 | Loss: 2.8841 | LR: 7.50e-05 | 2326.4ms/step | 8.6 samples/s +Step 33060/44000 | Loss: 2.8789 | LR: 7.49e-05 | 2344.4ms/step | 8.5 samples/s +Step 33070/44000 | Loss: 2.9017 | LR: 7.47e-05 | 2303.9ms/step | 8.7 samples/s +Step 33080/44000 | Loss: 2.9341 | LR: 7.46e-05 | 2395.2ms/step | 8.3 samples/s +Step 33090/44000 | Loss: 2.8932 | LR: 7.45e-05 | 2340.5ms/step | 8.5 samples/s +Step 33100/44000 | Loss: 2.8772 | LR: 7.44e-05 | 2216.2ms/step | 9.0 samples/s +Step 33110/44000 | Loss: 2.9393 | LR: 7.42e-05 | 2328.0ms/step | 8.6 samples/s +Step 33120/44000 | Loss: 2.9025 | LR: 7.41e-05 | 2368.8ms/step | 8.4 samples/s +Step 33130/44000 | Loss: 2.8613 | LR: 7.40e-05 | 2343.7ms/step | 8.5 samples/s +Step 33140/44000 | Loss: 2.8969 | LR: 7.38e-05 | 2372.6ms/step | 8.4 samples/s +Step 33150/44000 | Loss: 2.8944 | LR: 7.37e-05 | 2339.8ms/step | 8.5 samples/s +Step 33160/44000 | Loss: 2.9450 | LR: 7.36e-05 | 2357.6ms/step | 8.5 samples/s +Step 33170/44000 | Loss: 2.9129 | LR: 7.34e-05 | 2323.1ms/step | 8.6 samples/s +Step 33180/44000 | Loss: 2.9116 | LR: 7.33e-05 | 2400.5ms/step | 8.3 samples/s +Step 33190/44000 | Loss: 2.9100 | LR: 7.32e-05 | 2343.3ms/step | 8.5 samples/s +Step 33200/44000 | Loss: 2.9189 | LR: 7.31e-05 | 2431.8ms/step | 8.2 samples/s +Step 33210/44000 | Loss: 2.8910 | LR: 7.29e-05 | 2410.9ms/step | 8.3 samples/s +Step 33220/44000 | Loss: 2.8467 | LR: 7.28e-05 | 2395.6ms/step | 8.3 samples/s +Step 33230/44000 | Loss: 2.8747 | LR: 7.27e-05 | 2352.3ms/step | 8.5 samples/s +Step 33240/44000 | Loss: 2.8658 | LR: 7.26e-05 | 2401.1ms/step | 8.3 samples/s +Step 33250/44000 | Loss: 2.8825 | LR: 7.24e-05 | 2354.4ms/step | 8.5 samples/s +Step 33260/44000 | Loss: 2.8735 | LR: 7.23e-05 | 2402.3ms/step | 8.3 samples/s +Step 33270/44000 | Loss: 2.8792 | LR: 7.22e-05 | 2380.7ms/step | 8.4 samples/s +Step 33280/44000 | Loss: 2.8991 | LR: 7.20e-05 | 2388.5ms/step | 8.4 samples/s +Step 33290/44000 | Loss: 2.8694 | LR: 7.19e-05 | 2384.1ms/step | 8.4 samples/s +Step 33300/44000 | Loss: 2.8922 | LR: 7.18e-05 | 2336.8ms/step | 8.6 samples/s +Step 33310/44000 | Loss: 2.8400 | LR: 7.17e-05 | 2439.3ms/step | 8.2 samples/s +Step 33320/44000 | Loss: 2.8639 | LR: 7.15e-05 | 2357.4ms/step | 8.5 samples/s +Step 33330/44000 | Loss: 2.8722 | LR: 7.14e-05 | 2361.9ms/step | 8.5 samples/s +Step 33340/44000 | Loss: 2.8757 | LR: 7.13e-05 | 2422.3ms/step | 8.3 samples/s +Step 33350/44000 | Loss: 2.8727 | LR: 7.11e-05 | 2385.6ms/step | 8.4 samples/s +Step 33360/44000 | Loss: 2.8946 | LR: 7.10e-05 | 2374.9ms/step | 8.4 samples/s +Step 33370/44000 | Loss: 2.8969 | LR: 7.09e-05 | 2399.2ms/step | 8.3 samples/s +Step 33380/44000 | Loss: 2.9250 | LR: 7.08e-05 | 2397.7ms/step | 8.3 samples/s +Step 33390/44000 | Loss: 2.9053 | LR: 7.06e-05 | 2333.3ms/step | 8.6 samples/s +Step 33400/44000 | Loss: 2.9191 | LR: 7.05e-05 | 2311.6ms/step | 8.7 samples/s +Step 33410/44000 | Loss: 2.8899 | LR: 7.04e-05 | 2337.6ms/step | 8.6 samples/s +Step 33420/44000 | Loss: 2.8530 | LR: 7.03e-05 | 2353.2ms/step | 8.5 samples/s +Step 33430/44000 | Loss: 2.9160 | LR: 7.01e-05 | 2369.3ms/step | 8.4 samples/s +Step 33440/44000 | Loss: 2.9329 | LR: 7.00e-05 | 2411.8ms/step | 8.3 samples/s +Step 33450/44000 | Loss: 2.8855 | LR: 6.99e-05 | 2343.5ms/step | 8.5 samples/s +Step 33460/44000 | Loss: 2.9250 | LR: 6.98e-05 | 2361.9ms/step | 8.5 samples/s +Step 33470/44000 | Loss: 2.9426 | LR: 6.96e-05 | 2416.3ms/step | 8.3 samples/s +Step 33480/44000 | Loss: 2.9229 | LR: 6.95e-05 | 2372.1ms/step | 8.4 samples/s +Step 33490/44000 | Loss: 2.8601 | LR: 6.94e-05 | 2329.2ms/step | 8.6 samples/s +Step 33500/44000 | Loss: 2.8821 | LR: 6.93e-05 | 2360.0ms/step | 8.5 samples/s +Step 33510/44000 | Loss: 2.9024 | LR: 6.91e-05 | 2339.5ms/step | 8.5 samples/s +Step 33520/44000 | Loss: 2.8692 | LR: 6.90e-05 | 2390.0ms/step | 8.4 samples/s +Step 33530/44000 | Loss: 2.9045 | LR: 6.89e-05 | 2359.9ms/step | 8.5 samples/s +Step 33540/44000 | Loss: 2.9058 | LR: 6.88e-05 | 2374.4ms/step | 8.4 samples/s +Step 33550/44000 | Loss: 2.9086 | LR: 6.86e-05 | 2359.1ms/step | 8.5 samples/s +Step 33560/44000 | Loss: 2.8819 | LR: 6.85e-05 | 2413.0ms/step | 8.3 samples/s +Step 33570/44000 | Loss: 2.8889 | LR: 6.84e-05 | 2350.7ms/step | 8.5 samples/s +Step 33580/44000 | Loss: 2.9095 | LR: 6.83e-05 | 2341.6ms/step | 8.5 samples/s +Step 33590/44000 | Loss: 2.8616 | LR: 6.81e-05 | 2315.0ms/step | 8.6 samples/s +Step 33600/44000 | Loss: 2.8793 | LR: 6.80e-05 | 2355.9ms/step | 8.5 samples/s +Step 33610/44000 | Loss: 2.9031 | LR: 6.79e-05 | 2296.7ms/step | 8.7 samples/s +Step 33620/44000 | Loss: 2.9173 | LR: 6.78e-05 | 2390.9ms/step | 8.4 samples/s +Step 33630/44000 | Loss: 2.9009 | LR: 6.76e-05 | 2369.0ms/step | 8.4 samples/s +Step 33640/44000 | Loss: 2.9255 | LR: 6.75e-05 | 2396.4ms/step | 8.3 samples/s +Step 33650/44000 | Loss: 2.9020 | LR: 6.74e-05 | 2354.4ms/step | 8.5 samples/s +Step 33660/44000 | Loss: 2.8916 | LR: 6.73e-05 | 2413.9ms/step | 8.3 samples/s +Step 33670/44000 | Loss: 2.9068 | LR: 6.71e-05 | 2400.6ms/step | 8.3 samples/s +Step 33680/44000 | Loss: 2.8821 | LR: 6.70e-05 | 2377.2ms/step | 8.4 samples/s +Step 33690/44000 | Loss: 2.8519 | LR: 6.69e-05 | 2361.3ms/step | 8.5 samples/s +Step 33700/44000 | Loss: 2.8775 | LR: 6.68e-05 | 2363.4ms/step | 8.5 samples/s +Step 33710/44000 | Loss: 2.8890 | LR: 6.66e-05 | 2352.8ms/step | 8.5 samples/s +Step 33720/44000 | Loss: 2.9161 | LR: 6.65e-05 | 2390.0ms/step | 8.4 samples/s +Step 33730/44000 | Loss: 2.8929 | LR: 6.64e-05 | 2369.2ms/step | 8.4 samples/s +Step 33740/44000 | Loss: 2.8982 | LR: 6.63e-05 | 2337.2ms/step | 8.6 samples/s +Step 33750/44000 | Loss: 2.9174 | LR: 6.61e-05 | 2368.1ms/step | 8.4 samples/s +Step 33760/44000 | Loss: 2.8608 | LR: 6.60e-05 | 2338.4ms/step | 8.6 samples/s +Step 33770/44000 | Loss: 2.9234 | LR: 6.59e-05 | 2355.6ms/step | 8.5 samples/s +Step 33780/44000 | Loss: 2.8735 | LR: 6.58e-05 | 2332.6ms/step | 8.6 samples/s +Step 33790/44000 | Loss: 2.9234 | LR: 6.57e-05 | 2342.8ms/step | 8.5 samples/s +Step 33800/44000 | Loss: 2.8551 | LR: 6.55e-05 | 2328.1ms/step | 8.6 samples/s +Step 33810/44000 | Loss: 2.8797 | LR: 6.54e-05 | 2313.9ms/step | 8.6 samples/s +Step 33820/44000 | Loss: 2.9128 | LR: 6.53e-05 | 2374.5ms/step | 8.4 samples/s +Step 33830/44000 | Loss: 2.8839 | LR: 6.52e-05 | 2383.8ms/step | 8.4 samples/s +Step 33840/44000 | Loss: 2.9042 | LR: 6.50e-05 | 2415.9ms/step | 8.3 samples/s +Step 33850/44000 | Loss: 2.9042 | LR: 6.49e-05 | 2342.0ms/step | 8.5 samples/s +Step 33860/44000 | Loss: 2.9133 | LR: 6.48e-05 | 2353.4ms/step | 8.5 samples/s +Step 33870/44000 | Loss: 2.9088 | LR: 6.47e-05 | 2367.7ms/step | 8.4 samples/s +Step 33880/44000 | Loss: 2.9035 | LR: 6.46e-05 | 2366.6ms/step | 8.5 samples/s +Step 33890/44000 | Loss: 2.8722 | LR: 6.44e-05 | 2332.3ms/step | 8.6 samples/s +Step 33900/44000 | Loss: 2.8546 | LR: 6.43e-05 | 2379.3ms/step | 8.4 samples/s +Step 33910/44000 | Loss: 2.8946 | LR: 6.42e-05 | 2373.0ms/step | 8.4 samples/s +Step 33920/44000 | Loss: 2.8768 | LR: 6.41e-05 | 2352.8ms/step | 8.5 samples/s +Step 33930/44000 | Loss: 2.8640 | LR: 6.40e-05 | 2327.7ms/step | 8.6 samples/s +Step 33940/44000 | Loss: 2.8831 | LR: 6.38e-05 | 2452.9ms/step | 8.2 samples/s +Step 33950/44000 | Loss: 2.8945 | LR: 6.37e-05 | 2342.7ms/step | 8.5 samples/s +Step 33960/44000 | Loss: 2.8742 | LR: 6.36e-05 | 2357.9ms/step | 8.5 samples/s +Step 33970/44000 | Loss: 2.8836 | LR: 6.35e-05 | 2338.3ms/step | 8.6 samples/s +Step 33980/44000 | Loss: 2.8850 | LR: 6.33e-05 | 2355.5ms/step | 8.5 samples/s +Step 33990/44000 | Loss: 2.8961 | LR: 6.32e-05 | 2393.4ms/step | 8.4 samples/s +Step 34000/44000 | Loss: 2.8791 | LR: 6.31e-05 | 2409.5ms/step | 8.3 samples/s +Validation at step 34000: Loss = 2.8978, Perplexity = 18.13 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-34000 +Step 34010/44000 | Loss: 2.8817 | LR: 6.30e-05 | 4873.6ms/step | 4.1 samples/s +Step 34020/44000 | Loss: 2.8654 | LR: 6.29e-05 | 2315.6ms/step | 8.6 samples/s +Step 34030/44000 | Loss: 2.8735 | LR: 6.27e-05 | 2405.2ms/step | 8.3 samples/s +Step 34040/44000 | Loss: 2.8621 | LR: 6.26e-05 | 2417.5ms/step | 8.3 samples/s +Step 34050/44000 | Loss: 2.8615 | LR: 6.25e-05 | 2383.6ms/step | 8.4 samples/s +Step 34060/44000 | Loss: 2.8305 | LR: 6.24e-05 | 2370.4ms/step | 8.4 samples/s +Step 34070/44000 | Loss: 2.9041 | LR: 6.23e-05 | 2340.3ms/step | 8.5 samples/s +Step 34080/44000 | Loss: 2.8992 | LR: 6.21e-05 | 2186.0ms/step | 9.1 samples/s +Step 34090/44000 | Loss: 2.8834 | LR: 6.20e-05 | 2389.6ms/step | 8.4 samples/s +Step 34100/44000 | Loss: 2.8909 | LR: 6.19e-05 | 2399.9ms/step | 8.3 samples/s +Step 34110/44000 | Loss: 2.8954 | LR: 6.18e-05 | 2329.0ms/step | 8.6 samples/s +Step 34120/44000 | Loss: 2.8658 | LR: 6.17e-05 | 2413.5ms/step | 8.3 samples/s +Step 34130/44000 | Loss: 2.9002 | LR: 6.15e-05 | 2393.8ms/step | 8.4 samples/s +Step 34140/44000 | Loss: 2.8742 | LR: 6.14e-05 | 2356.7ms/step | 8.5 samples/s +Step 34150/44000 | Loss: 2.8941 | LR: 6.13e-05 | 2364.4ms/step | 8.5 samples/s +Step 34160/44000 | Loss: 2.9195 | LR: 6.12e-05 | 2369.5ms/step | 8.4 samples/s +Step 34170/44000 | Loss: 2.8586 | LR: 6.11e-05 | 2374.8ms/step | 8.4 samples/s +Step 34180/44000 | Loss: 2.9195 | LR: 6.09e-05 | 2301.5ms/step | 8.7 samples/s +Step 34190/44000 | Loss: 2.8754 | LR: 6.08e-05 | 2402.4ms/step | 8.3 samples/s +Step 34200/44000 | Loss: 2.8736 | LR: 6.07e-05 | 2364.5ms/step | 8.5 samples/s +Step 34210/44000 | Loss: 2.8905 | LR: 6.06e-05 | 2356.3ms/step | 8.5 samples/s +Step 34220/44000 | Loss: 2.8410 | LR: 6.05e-05 | 2415.2ms/step | 8.3 samples/s +Step 34230/44000 | Loss: 2.8808 | LR: 6.04e-05 | 2374.3ms/step | 8.4 samples/s +Step 34240/44000 | Loss: 2.8472 | LR: 6.02e-05 | 2395.2ms/step | 8.4 samples/s +Step 34250/44000 | Loss: 2.9259 | LR: 6.01e-05 | 2370.9ms/step | 8.4 samples/s +Step 34260/44000 | Loss: 2.8969 | LR: 6.00e-05 | 2299.6ms/step | 8.7 samples/s +Step 34270/44000 | Loss: 2.9131 | LR: 5.99e-05 | 2324.4ms/step | 8.6 samples/s +Step 34280/44000 | Loss: 2.8824 | LR: 5.98e-05 | 2368.5ms/step | 8.4 samples/s +Step 34290/44000 | Loss: 2.8922 | LR: 5.96e-05 | 2332.8ms/step | 8.6 samples/s +Step 34300/44000 | Loss: 2.8758 | LR: 5.95e-05 | 2322.8ms/step | 8.6 samples/s +Step 34310/44000 | Loss: 2.8881 | LR: 5.94e-05 | 2376.1ms/step | 8.4 samples/s +Step 34320/44000 | Loss: 2.8569 | LR: 5.93e-05 | 2381.2ms/step | 8.4 samples/s +Step 34330/44000 | Loss: 2.8435 | LR: 5.92e-05 | 2358.6ms/step | 8.5 samples/s +Step 34340/44000 | Loss: 2.9165 | LR: 5.91e-05 | 2343.1ms/step | 8.5 samples/s +Step 34350/44000 | Loss: 2.9260 | LR: 5.89e-05 | 2339.9ms/step | 8.5 samples/s +Step 34360/44000 | Loss: 2.8843 | LR: 5.88e-05 | 2356.3ms/step | 8.5 samples/s +Step 34370/44000 | Loss: 2.9033 | LR: 5.87e-05 | 2375.4ms/step | 8.4 samples/s +Step 34380/44000 | Loss: 2.9092 | LR: 5.86e-05 | 2372.7ms/step | 8.4 samples/s +Step 34390/44000 | Loss: 2.9423 | LR: 5.85e-05 | 2420.9ms/step | 8.3 samples/s +Step 34400/44000 | Loss: 2.8685 | LR: 5.84e-05 | 2386.7ms/step | 8.4 samples/s +Step 34410/44000 | Loss: 2.8773 | LR: 5.82e-05 | 2430.0ms/step | 8.2 samples/s +Step 34420/44000 | Loss: 2.8876 | LR: 5.81e-05 | 2363.4ms/step | 8.5 samples/s +Step 34430/44000 | Loss: 2.9250 | LR: 5.80e-05 | 2418.4ms/step | 8.3 samples/s +Step 34440/44000 | Loss: 2.8441 | LR: 5.79e-05 | 2362.2ms/step | 8.5 samples/s +Step 34450/44000 | Loss: 2.8960 | LR: 5.78e-05 | 2376.9ms/step | 8.4 samples/s +Step 34460/44000 | Loss: 2.8746 | LR: 5.77e-05 | 2331.0ms/step | 8.6 samples/s +Step 34470/44000 | Loss: 2.8558 | LR: 5.75e-05 | 2354.8ms/step | 8.5 samples/s +Step 34480/44000 | Loss: 2.8573 | LR: 5.74e-05 | 2346.0ms/step | 8.5 samples/s +Step 34490/44000 | Loss: 2.9033 | LR: 5.73e-05 | 2390.8ms/step | 8.4 samples/s +Step 34500/44000 | Loss: 2.8684 | LR: 5.72e-05 | 2382.7ms/step | 8.4 samples/s +Step 34510/44000 | Loss: 2.8769 | LR: 5.71e-05 | 2360.8ms/step | 8.5 samples/s +Step 34520/44000 | Loss: 2.8958 | LR: 5.70e-05 | 2388.0ms/step | 8.4 samples/s +Step 34530/44000 | Loss: 2.9056 | LR: 5.69e-05 | 2360.2ms/step | 8.5 samples/s +Step 34540/44000 | Loss: 2.9066 | LR: 5.67e-05 | 2426.8ms/step | 8.2 samples/s +Step 34550/44000 | Loss: 2.9475 | LR: 5.66e-05 | 2364.1ms/step | 8.5 samples/s +Step 34560/44000 | Loss: 2.8869 | LR: 5.65e-05 | 2375.0ms/step | 8.4 samples/s +Step 34570/44000 | Loss: 2.9014 | LR: 5.64e-05 | 2380.0ms/step | 8.4 samples/s +Step 34580/44000 | Loss: 2.8938 | LR: 5.63e-05 | 2384.8ms/step | 8.4 samples/s +Step 34590/44000 | Loss: 2.9374 | LR: 5.62e-05 | 2426.5ms/step | 8.2 samples/s +Step 34600/44000 | Loss: 2.8880 | LR: 5.60e-05 | 2420.3ms/step | 8.3 samples/s +Step 34610/44000 | Loss: 2.9312 | LR: 5.59e-05 | 2360.0ms/step | 8.5 samples/s +Step 34620/44000 | Loss: 2.9078 | LR: 5.58e-05 | 2390.0ms/step | 8.4 samples/s +Step 34630/44000 | Loss: 2.9071 | LR: 5.57e-05 | 2364.2ms/step | 8.5 samples/s +Step 34640/44000 | Loss: 2.8686 | LR: 5.56e-05 | 2390.1ms/step | 8.4 samples/s +Step 34650/44000 | Loss: 2.8779 | LR: 5.55e-05 | 2374.7ms/step | 8.4 samples/s +Step 34660/44000 | Loss: 2.9045 | LR: 5.54e-05 | 2349.2ms/step | 8.5 samples/s +Step 34670/44000 | Loss: 2.8976 | LR: 5.52e-05 | 2373.2ms/step | 8.4 samples/s +Step 34680/44000 | Loss: 2.8569 | LR: 5.51e-05 | 2377.5ms/step | 8.4 samples/s +Step 34690/44000 | Loss: 2.9155 | LR: 5.50e-05 | 2403.0ms/step | 8.3 samples/s +Step 34700/44000 | Loss: 2.8732 | LR: 5.49e-05 | 2398.6ms/step | 8.3 samples/s +Step 34710/44000 | Loss: 2.9053 | LR: 5.48e-05 | 2392.5ms/step | 8.4 samples/s +Step 34720/44000 | Loss: 2.8839 | LR: 5.47e-05 | 2406.5ms/step | 8.3 samples/s +Step 34730/44000 | Loss: 2.8704 | LR: 5.46e-05 | 2387.1ms/step | 8.4 samples/s +Step 34740/44000 | Loss: 2.8563 | LR: 5.45e-05 | 2337.4ms/step | 8.6 samples/s +Step 34750/44000 | Loss: 2.9052 | LR: 5.43e-05 | 2332.3ms/step | 8.6 samples/s +Step 34760/44000 | Loss: 2.8366 | LR: 5.42e-05 | 2395.3ms/step | 8.3 samples/s +Step 34770/44000 | Loss: 2.8990 | LR: 5.41e-05 | 2326.4ms/step | 8.6 samples/s +Step 34780/44000 | Loss: 2.8717 | LR: 5.40e-05 | 2394.6ms/step | 8.4 samples/s +Step 34790/44000 | Loss: 2.8890 | LR: 5.39e-05 | 2379.9ms/step | 8.4 samples/s +Step 34800/44000 | Loss: 2.8887 | LR: 5.38e-05 | 2410.4ms/step | 8.3 samples/s +Step 34810/44000 | Loss: 2.8268 | LR: 5.37e-05 | 2327.0ms/step | 8.6 samples/s +Step 34820/44000 | Loss: 2.9283 | LR: 5.36e-05 | 2400.4ms/step | 8.3 samples/s +Step 34830/44000 | Loss: 2.8795 | LR: 5.34e-05 | 2406.6ms/step | 8.3 samples/s +Step 34840/44000 | Loss: 2.9056 | LR: 5.33e-05 | 2380.5ms/step | 8.4 samples/s +Step 34850/44000 | Loss: 2.8602 | LR: 5.32e-05 | 2358.0ms/step | 8.5 samples/s +Step 34860/44000 | Loss: 2.9021 | LR: 5.31e-05 | 2270.7ms/step | 8.8 samples/s +Step 34870/44000 | Loss: 2.8302 | LR: 5.30e-05 | 2262.7ms/step | 8.8 samples/s +Step 34880/44000 | Loss: 2.8908 | LR: 5.29e-05 | 2242.0ms/step | 8.9 samples/s +Step 34890/44000 | Loss: 2.8792 | LR: 5.28e-05 | 2279.2ms/step | 8.8 samples/s +Step 34900/44000 | Loss: 2.9104 | LR: 5.27e-05 | 2264.7ms/step | 8.8 samples/s +Step 34910/44000 | Loss: 2.8526 | LR: 5.25e-05 | 2300.5ms/step | 8.7 samples/s +Step 34920/44000 | Loss: 2.8763 | LR: 5.24e-05 | 2287.6ms/step | 8.7 samples/s +Step 34930/44000 | Loss: 2.8712 | LR: 5.23e-05 | 2310.9ms/step | 8.7 samples/s +Step 34940/44000 | Loss: 2.8723 | LR: 5.22e-05 | 2252.6ms/step | 8.9 samples/s +Step 34950/44000 | Loss: 2.9123 | LR: 5.21e-05 | 2333.9ms/step | 8.6 samples/s +Step 34960/44000 | Loss: 2.8773 | LR: 5.20e-05 | 2299.1ms/step | 8.7 samples/s +Step 34970/44000 | Loss: 2.9196 | LR: 5.19e-05 | 2287.5ms/step | 8.7 samples/s +Step 34980/44000 | Loss: 2.9356 | LR: 5.18e-05 | 2294.5ms/step | 8.7 samples/s +Step 34990/44000 | Loss: 2.9208 | LR: 5.17e-05 | 2273.2ms/step | 8.8 samples/s +Step 35000/44000 | Loss: 2.8602 | LR: 5.15e-05 | 2306.9ms/step | 8.7 samples/s +Validation at step 35000: Loss = 2.8967, Perplexity = 18.11 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-35000 +Step 35010/44000 | Loss: 2.8809 | LR: 5.14e-05 | 4673.7ms/step | 4.3 samples/s +Step 35020/44000 | Loss: 2.8771 | LR: 5.13e-05 | 2299.3ms/step | 8.7 samples/s +Step 35030/44000 | Loss: 2.8997 | LR: 5.12e-05 | 2277.7ms/step | 8.8 samples/s +Step 35040/44000 | Loss: 2.8589 | LR: 5.11e-05 | 2284.0ms/step | 8.8 samples/s +Step 35050/44000 | Loss: 2.9123 | LR: 5.10e-05 | 2288.8ms/step | 8.7 samples/s +Step 35060/44000 | Loss: 2.8917 | LR: 5.09e-05 | 2146.9ms/step | 9.3 samples/s +Step 35070/44000 | Loss: 2.8940 | LR: 5.08e-05 | 2331.5ms/step | 8.6 samples/s +Step 35080/44000 | Loss: 2.9237 | LR: 5.07e-05 | 2358.0ms/step | 8.5 samples/s +Step 35090/44000 | Loss: 2.8789 | LR: 5.06e-05 | 2236.7ms/step | 8.9 samples/s +Step 35100/44000 | Loss: 2.8976 | LR: 5.04e-05 | 2243.7ms/step | 8.9 samples/s +Step 35110/44000 | Loss: 2.9017 | LR: 5.03e-05 | 2266.0ms/step | 8.8 samples/s +Step 35120/44000 | Loss: 2.8831 | LR: 5.02e-05 | 2257.9ms/step | 8.9 samples/s +Step 35130/44000 | Loss: 2.8756 | LR: 5.01e-05 | 2289.1ms/step | 8.7 samples/s +Step 35140/44000 | Loss: 2.9261 | LR: 5.00e-05 | 2268.6ms/step | 8.8 samples/s +Step 35150/44000 | Loss: 2.8971 | LR: 4.99e-05 | 2271.3ms/step | 8.8 samples/s +Step 35160/44000 | Loss: 2.8770 | LR: 4.98e-05 | 2282.7ms/step | 8.8 samples/s +Step 35170/44000 | Loss: 2.8956 | LR: 4.97e-05 | 2273.4ms/step | 8.8 samples/s +Step 35180/44000 | Loss: 2.8667 | LR: 4.96e-05 | 2256.5ms/step | 8.9 samples/s +Step 35190/44000 | Loss: 2.8704 | LR: 4.95e-05 | 2307.4ms/step | 8.7 samples/s +Step 35200/44000 | Loss: 2.8780 | LR: 4.94e-05 | 2305.4ms/step | 8.7 samples/s +Step 35210/44000 | Loss: 2.9057 | LR: 4.93e-05 | 2304.8ms/step | 8.7 samples/s +Step 35220/44000 | Loss: 2.8897 | LR: 4.91e-05 | 2259.7ms/step | 8.9 samples/s +Step 35230/44000 | Loss: 2.8677 | LR: 4.90e-05 | 2279.1ms/step | 8.8 samples/s +Step 35240/44000 | Loss: 2.8892 | LR: 4.89e-05 | 2257.7ms/step | 8.9 samples/s +Step 35250/44000 | Loss: 2.8860 | LR: 4.88e-05 | 2279.1ms/step | 8.8 samples/s +Step 35260/44000 | Loss: 2.9114 | LR: 4.87e-05 | 2320.9ms/step | 8.6 samples/s +Step 35270/44000 | Loss: 2.8620 | LR: 4.86e-05 | 2279.3ms/step | 8.8 samples/s +Step 35280/44000 | Loss: 2.8889 | LR: 4.85e-05 | 2287.1ms/step | 8.7 samples/s +Step 35290/44000 | Loss: 2.8815 | LR: 4.84e-05 | 2311.5ms/step | 8.7 samples/s +Step 35300/44000 | Loss: 2.8942 | LR: 4.83e-05 | 2276.7ms/step | 8.8 samples/s +Step 35310/44000 | Loss: 2.8926 | LR: 4.82e-05 | 2272.1ms/step | 8.8 samples/s +Step 35320/44000 | Loss: 2.9000 | LR: 4.81e-05 | 2259.3ms/step | 8.9 samples/s +Step 35330/44000 | Loss: 2.9163 | LR: 4.80e-05 | 2293.9ms/step | 8.7 samples/s +Step 35340/44000 | Loss: 2.8786 | LR: 4.79e-05 | 2322.4ms/step | 8.6 samples/s +Step 35350/44000 | Loss: 2.8870 | LR: 4.77e-05 | 2266.6ms/step | 8.8 samples/s +Step 35360/44000 | Loss: 2.9197 | LR: 4.76e-05 | 2324.6ms/step | 8.6 samples/s +Step 35370/44000 | Loss: 2.8781 | LR: 4.75e-05 | 2298.7ms/step | 8.7 samples/s +Step 35380/44000 | Loss: 2.8957 | LR: 4.74e-05 | 2256.8ms/step | 8.9 samples/s +Step 35390/44000 | Loss: 2.9296 | LR: 4.73e-05 | 2261.8ms/step | 8.8 samples/s +Step 35400/44000 | Loss: 2.9114 | LR: 4.72e-05 | 2289.1ms/step | 8.7 samples/s +Step 35410/44000 | Loss: 2.9222 | LR: 4.71e-05 | 2266.2ms/step | 8.8 samples/s +Step 35420/44000 | Loss: 2.8645 | LR: 4.70e-05 | 2281.3ms/step | 8.8 samples/s +Step 35430/44000 | Loss: 2.9032 | LR: 4.69e-05 | 2274.4ms/step | 8.8 samples/s +Step 35440/44000 | Loss: 2.8865 | LR: 4.68e-05 | 2307.1ms/step | 8.7 samples/s +Step 35450/44000 | Loss: 2.9111 | LR: 4.67e-05 | 2266.0ms/step | 8.8 samples/s +Step 35460/44000 | Loss: 2.9030 | LR: 4.66e-05 | 2312.6ms/step | 8.6 samples/s +Step 35470/44000 | Loss: 2.9033 | LR: 4.65e-05 | 2273.4ms/step | 8.8 samples/s +Step 35480/44000 | Loss: 2.9178 | LR: 4.64e-05 | 2300.1ms/step | 8.7 samples/s +Step 35490/44000 | Loss: 2.8786 | LR: 4.63e-05 | 2289.2ms/step | 8.7 samples/s +Step 35500/44000 | Loss: 2.8909 | LR: 4.62e-05 | 2267.4ms/step | 8.8 samples/s +Step 35510/44000 | Loss: 2.8817 | LR: 4.61e-05 | 2297.9ms/step | 8.7 samples/s +Step 35520/44000 | Loss: 2.8588 | LR: 4.59e-05 | 2257.0ms/step | 8.9 samples/s +Step 35530/44000 | Loss: 2.8483 | LR: 4.58e-05 | 2295.6ms/step | 8.7 samples/s +Step 35540/44000 | Loss: 2.9313 | LR: 4.57e-05 | 2304.5ms/step | 8.7 samples/s +Step 35550/44000 | Loss: 2.8551 | LR: 4.56e-05 | 2249.9ms/step | 8.9 samples/s +Step 35560/44000 | Loss: 2.9258 | LR: 4.55e-05 | 2306.2ms/step | 8.7 samples/s +Step 35570/44000 | Loss: 2.8297 | LR: 4.54e-05 | 2260.4ms/step | 8.8 samples/s +Step 35580/44000 | Loss: 2.9232 | LR: 4.53e-05 | 2322.6ms/step | 8.6 samples/s +Step 35590/44000 | Loss: 2.8997 | LR: 4.52e-05 | 2304.7ms/step | 8.7 samples/s +Step 35600/44000 | Loss: 2.8707 | LR: 4.51e-05 | 2305.4ms/step | 8.7 samples/s +Step 35610/44000 | Loss: 2.8905 | LR: 4.50e-05 | 2295.6ms/step | 8.7 samples/s +Step 35620/44000 | Loss: 2.8829 | LR: 4.49e-05 | 2256.9ms/step | 8.9 samples/s +Step 35630/44000 | Loss: 2.8667 | LR: 4.48e-05 | 2310.0ms/step | 8.7 samples/s +Step 35640/44000 | Loss: 2.9108 | LR: 4.47e-05 | 2279.0ms/step | 8.8 samples/s +Step 35650/44000 | Loss: 2.8911 | LR: 4.46e-05 | 2279.1ms/step | 8.8 samples/s +Step 35660/44000 | Loss: 2.8615 | LR: 4.45e-05 | 2320.6ms/step | 8.6 samples/s +Step 35670/44000 | Loss: 2.9007 | LR: 4.44e-05 | 2300.1ms/step | 8.7 samples/s +Step 35680/44000 | Loss: 2.8648 | LR: 4.43e-05 | 2268.8ms/step | 8.8 samples/s +Step 35690/44000 | Loss: 2.9224 | LR: 4.42e-05 | 2284.3ms/step | 8.8 samples/s +Step 35700/44000 | Loss: 2.9103 | LR: 4.41e-05 | 2289.4ms/step | 8.7 samples/s +Step 35710/44000 | Loss: 2.8693 | LR: 4.40e-05 | 2280.3ms/step | 8.8 samples/s +Step 35720/44000 | Loss: 2.8650 | LR: 4.39e-05 | 2297.8ms/step | 8.7 samples/s +Step 35730/44000 | Loss: 2.9141 | LR: 4.38e-05 | 2311.5ms/step | 8.7 samples/s +Step 35740/44000 | Loss: 2.9183 | LR: 4.37e-05 | 2308.3ms/step | 8.7 samples/s +Step 35750/44000 | Loss: 2.8469 | LR: 4.36e-05 | 2345.5ms/step | 8.5 samples/s +Step 35760/44000 | Loss: 2.9025 | LR: 4.35e-05 | 2349.2ms/step | 8.5 samples/s +Step 35770/44000 | Loss: 2.8811 | LR: 4.34e-05 | 2268.6ms/step | 8.8 samples/s +Step 35780/44000 | Loss: 2.8649 | LR: 4.33e-05 | 2315.2ms/step | 8.6 samples/s +Step 35790/44000 | Loss: 2.8621 | LR: 4.32e-05 | 2302.2ms/step | 8.7 samples/s +Step 35800/44000 | Loss: 2.8925 | LR: 4.31e-05 | 2340.3ms/step | 8.5 samples/s +Step 35810/44000 | Loss: 2.8709 | LR: 4.29e-05 | 2277.5ms/step | 8.8 samples/s +Step 35820/44000 | Loss: 2.8876 | LR: 4.28e-05 | 2298.7ms/step | 8.7 samples/s +Step 35830/44000 | Loss: 2.8742 | LR: 4.27e-05 | 2296.0ms/step | 8.7 samples/s +Step 35840/44000 | Loss: 2.9010 | LR: 4.26e-05 | 2290.5ms/step | 8.7 samples/s +Step 35850/44000 | Loss: 2.8914 | LR: 4.25e-05 | 2318.6ms/step | 8.6 samples/s +Step 35860/44000 | Loss: 2.8637 | LR: 4.24e-05 | 2311.7ms/step | 8.7 samples/s +Step 35870/44000 | Loss: 2.9041 | LR: 4.23e-05 | 2290.2ms/step | 8.7 samples/s +Step 35880/44000 | Loss: 2.9116 | LR: 4.22e-05 | 2290.5ms/step | 8.7 samples/s +Step 35890/44000 | Loss: 2.8730 | LR: 4.21e-05 | 2290.5ms/step | 8.7 samples/s +Step 35900/44000 | Loss: 2.9236 | LR: 4.20e-05 | 2269.1ms/step | 8.8 samples/s +Step 35910/44000 | Loss: 2.8268 | LR: 4.19e-05 | 2324.8ms/step | 8.6 samples/s +Step 35920/44000 | Loss: 2.9362 | LR: 4.18e-05 | 2301.3ms/step | 8.7 samples/s +Step 35930/44000 | Loss: 2.8840 | LR: 4.17e-05 | 2309.3ms/step | 8.7 samples/s +Step 35940/44000 | Loss: 2.9120 | LR: 4.16e-05 | 2278.6ms/step | 8.8 samples/s +Step 35950/44000 | Loss: 2.8629 | LR: 4.15e-05 | 2318.3ms/step | 8.6 samples/s +Step 35960/44000 | Loss: 2.9005 | LR: 4.14e-05 | 2301.9ms/step | 8.7 samples/s +Step 35970/44000 | Loss: 2.8730 | LR: 4.13e-05 | 2305.2ms/step | 8.7 samples/s +Step 35980/44000 | Loss: 2.8629 | LR: 4.12e-05 | 2324.8ms/step | 8.6 samples/s +Step 35990/44000 | Loss: 2.8694 | LR: 4.11e-05 | 2338.2ms/step | 8.6 samples/s +Step 36000/44000 | Loss: 2.8887 | LR: 4.10e-05 | 2259.1ms/step | 8.9 samples/s +Validation at step 36000: Loss = 2.8958, Perplexity = 18.10 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-36000 +Step 36010/44000 | Loss: 2.8772 | LR: 4.09e-05 | 4674.8ms/step | 4.3 samples/s +Step 36020/44000 | Loss: 2.8644 | LR: 4.08e-05 | 2258.1ms/step | 8.9 samples/s +Step 36030/44000 | Loss: 2.9041 | LR: 4.07e-05 | 2263.7ms/step | 8.8 samples/s +Step 36040/44000 | Loss: 2.8765 | LR: 4.06e-05 | 2278.8ms/step | 8.8 samples/s +Step 36050/44000 | Loss: 2.8738 | LR: 4.05e-05 | 2122.2ms/step | 9.4 samples/s +Step 36060/44000 | Loss: 2.9076 | LR: 4.04e-05 | 2277.9ms/step | 8.8 samples/s +Step 36070/44000 | Loss: 2.8747 | LR: 4.03e-05 | 2333.2ms/step | 8.6 samples/s +Step 36080/44000 | Loss: 2.8747 | LR: 4.02e-05 | 2353.4ms/step | 8.5 samples/s +Step 36090/44000 | Loss: 2.9002 | LR: 4.01e-05 | 2310.9ms/step | 8.7 samples/s +Step 36100/44000 | Loss: 2.8743 | LR: 4.00e-05 | 2264.6ms/step | 8.8 samples/s +Step 36110/44000 | Loss: 2.8656 | LR: 3.99e-05 | 2274.0ms/step | 8.8 samples/s +Step 36120/44000 | Loss: 2.9033 | LR: 3.98e-05 | 2261.2ms/step | 8.8 samples/s +Step 36130/44000 | Loss: 2.8798 | LR: 3.97e-05 | 2258.5ms/step | 8.9 samples/s +Step 36140/44000 | Loss: 2.8797 | LR: 3.97e-05 | 2318.5ms/step | 8.6 samples/s +Step 36150/44000 | Loss: 2.8921 | LR: 3.96e-05 | 2269.1ms/step | 8.8 samples/s +Step 36160/44000 | Loss: 2.8910 | LR: 3.95e-05 | 2295.0ms/step | 8.7 samples/s +Step 36170/44000 | Loss: 2.8654 | LR: 3.94e-05 | 2277.5ms/step | 8.8 samples/s +Step 36180/44000 | Loss: 2.8865 | LR: 3.93e-05 | 2279.6ms/step | 8.8 samples/s +Step 36190/44000 | Loss: 2.9272 | LR: 3.92e-05 | 2269.0ms/step | 8.8 samples/s +Step 36200/44000 | Loss: 2.8988 | LR: 3.91e-05 | 2298.3ms/step | 8.7 samples/s +Step 36210/44000 | Loss: 2.8968 | LR: 3.90e-05 | 2299.6ms/step | 8.7 samples/s +Step 36220/44000 | Loss: 2.8842 | LR: 3.89e-05 | 2252.5ms/step | 8.9 samples/s +Step 36230/44000 | Loss: 2.8942 | LR: 3.88e-05 | 2267.8ms/step | 8.8 samples/s +Step 36240/44000 | Loss: 2.9206 | LR: 3.87e-05 | 2297.1ms/step | 8.7 samples/s +Step 36250/44000 | Loss: 2.8599 | LR: 3.86e-05 | 2348.8ms/step | 8.5 samples/s +Step 36260/44000 | Loss: 2.9467 | LR: 3.85e-05 | 2298.5ms/step | 8.7 samples/s +Step 36270/44000 | Loss: 2.8962 | LR: 3.84e-05 | 2264.0ms/step | 8.8 samples/s +Step 36280/44000 | Loss: 2.8985 | LR: 3.83e-05 | 2304.8ms/step | 8.7 samples/s +Step 36290/44000 | Loss: 2.8994 | LR: 3.82e-05 | 2283.7ms/step | 8.8 samples/s +Step 36300/44000 | Loss: 2.8677 | LR: 3.81e-05 | 2298.0ms/step | 8.7 samples/s +Step 36310/44000 | Loss: 2.9181 | LR: 3.80e-05 | 2291.3ms/step | 8.7 samples/s +Step 36320/44000 | Loss: 2.8711 | LR: 3.79e-05 | 2322.1ms/step | 8.6 samples/s +Step 36330/44000 | Loss: 2.9074 | LR: 3.78e-05 | 2349.5ms/step | 8.5 samples/s +Step 36340/44000 | Loss: 2.8657 | LR: 3.77e-05 | 2312.0ms/step | 8.7 samples/s +Step 36350/44000 | Loss: 2.8659 | LR: 3.76e-05 | 2332.5ms/step | 8.6 samples/s +Step 36360/44000 | Loss: 2.8867 | LR: 3.75e-05 | 2322.1ms/step | 8.6 samples/s +Step 36370/44000 | Loss: 2.8686 | LR: 3.74e-05 | 2300.1ms/step | 8.7 samples/s +Step 36380/44000 | Loss: 2.8707 | LR: 3.73e-05 | 2266.9ms/step | 8.8 samples/s +Step 36390/44000 | Loss: 2.8747 | LR: 3.72e-05 | 2270.5ms/step | 8.8 samples/s +Step 36400/44000 | Loss: 2.8999 | LR: 3.71e-05 | 2283.6ms/step | 8.8 samples/s +Step 36410/44000 | Loss: 2.9190 | LR: 3.70e-05 | 2259.4ms/step | 8.9 samples/s +Step 36420/44000 | Loss: 2.8779 | LR: 3.69e-05 | 2298.1ms/step | 8.7 samples/s +Step 36430/44000 | Loss: 2.8825 | LR: 3.69e-05 | 2330.3ms/step | 8.6 samples/s +Step 36440/44000 | Loss: 2.8624 | LR: 3.68e-05 | 2245.1ms/step | 8.9 samples/s +Step 36450/44000 | Loss: 2.9207 | LR: 3.67e-05 | 2258.8ms/step | 8.9 samples/s +Step 36460/44000 | Loss: 2.9383 | LR: 3.66e-05 | 2275.1ms/step | 8.8 samples/s +Step 36470/44000 | Loss: 2.9058 | LR: 3.65e-05 | 2288.2ms/step | 8.7 samples/s +Step 36480/44000 | Loss: 2.9208 | LR: 3.64e-05 | 2252.8ms/step | 8.9 samples/s +Step 36490/44000 | Loss: 2.9205 | LR: 3.63e-05 | 2289.7ms/step | 8.7 samples/s +Step 36500/44000 | Loss: 2.8888 | LR: 3.62e-05 | 2274.1ms/step | 8.8 samples/s +Step 36510/44000 | Loss: 2.8519 | LR: 3.61e-05 | 2257.7ms/step | 8.9 samples/s +Step 36520/44000 | Loss: 2.8582 | LR: 3.60e-05 | 2295.6ms/step | 8.7 samples/s +Step 36530/44000 | Loss: 2.9285 | LR: 3.59e-05 | 2343.7ms/step | 8.5 samples/s +Step 36540/44000 | Loss: 2.8766 | LR: 3.58e-05 | 2287.1ms/step | 8.7 samples/s +Step 36550/44000 | Loss: 2.8810 | LR: 3.57e-05 | 2316.8ms/step | 8.6 samples/s +Step 36560/44000 | Loss: 2.8850 | LR: 3.56e-05 | 2233.6ms/step | 9.0 samples/s +Step 36570/44000 | Loss: 2.9257 | LR: 3.55e-05 | 2261.7ms/step | 8.8 samples/s +Step 36580/44000 | Loss: 2.8941 | LR: 3.54e-05 | 2290.1ms/step | 8.7 samples/s +Step 36590/44000 | Loss: 2.8915 | LR: 3.53e-05 | 2245.0ms/step | 8.9 samples/s +Step 36600/44000 | Loss: 2.8603 | LR: 3.53e-05 | 2317.6ms/step | 8.6 samples/s +Step 36610/44000 | Loss: 2.8929 | LR: 3.52e-05 | 2292.7ms/step | 8.7 samples/s +Step 36620/44000 | Loss: 2.8637 | LR: 3.51e-05 | 2294.5ms/step | 8.7 samples/s +Step 36630/44000 | Loss: 2.8870 | LR: 3.50e-05 | 2269.0ms/step | 8.8 samples/s +Step 36640/44000 | Loss: 2.8563 | LR: 3.49e-05 | 2246.4ms/step | 8.9 samples/s +Step 36650/44000 | Loss: 2.8542 | LR: 3.48e-05 | 2279.2ms/step | 8.8 samples/s +Step 36660/44000 | Loss: 2.8747 | LR: 3.47e-05 | 2294.1ms/step | 8.7 samples/s +Step 36670/44000 | Loss: 2.9136 | LR: 3.46e-05 | 2299.8ms/step | 8.7 samples/s +Step 36680/44000 | Loss: 2.8881 | LR: 3.45e-05 | 2283.3ms/step | 8.8 samples/s +Step 36690/44000 | Loss: 2.9469 | LR: 3.44e-05 | 2322.2ms/step | 8.6 samples/s +Step 36700/44000 | Loss: 2.9126 | LR: 3.43e-05 | 2285.8ms/step | 8.7 samples/s +Step 36710/44000 | Loss: 2.8646 | LR: 3.42e-05 | 2260.8ms/step | 8.8 samples/s +Step 36720/44000 | Loss: 2.8773 | LR: 3.41e-05 | 2310.1ms/step | 8.7 samples/s +Step 36730/44000 | Loss: 2.9119 | LR: 3.41e-05 | 2288.5ms/step | 8.7 samples/s +Step 36740/44000 | Loss: 2.9046 | LR: 3.40e-05 | 2300.3ms/step | 8.7 samples/s +Step 36750/44000 | Loss: 2.8939 | LR: 3.39e-05 | 2298.2ms/step | 8.7 samples/s +Step 36760/44000 | Loss: 2.8901 | LR: 3.38e-05 | 2301.0ms/step | 8.7 samples/s +Step 36770/44000 | Loss: 2.9176 | LR: 3.37e-05 | 2301.2ms/step | 8.7 samples/s +Step 36780/44000 | Loss: 2.8575 | LR: 3.36e-05 | 2296.0ms/step | 8.7 samples/s +Step 36790/44000 | Loss: 2.8778 | LR: 3.35e-05 | 2302.9ms/step | 8.7 samples/s +Step 36800/44000 | Loss: 2.8677 | LR: 3.34e-05 | 2251.7ms/step | 8.9 samples/s +Step 36810/44000 | Loss: 2.8876 | LR: 3.33e-05 | 2239.4ms/step | 8.9 samples/s +Step 36820/44000 | Loss: 2.8907 | LR: 3.32e-05 | 2280.8ms/step | 8.8 samples/s +Step 36830/44000 | Loss: 2.9102 | LR: 3.31e-05 | 2279.1ms/step | 8.8 samples/s +Step 36840/44000 | Loss: 2.8328 | LR: 3.31e-05 | 2258.5ms/step | 8.9 samples/s +Step 36850/44000 | Loss: 2.9340 | LR: 3.30e-05 | 2329.0ms/step | 8.6 samples/s +Step 36860/44000 | Loss: 2.9443 | LR: 3.29e-05 | 2314.4ms/step | 8.6 samples/s +Step 36870/44000 | Loss: 2.9011 | LR: 3.28e-05 | 2286.3ms/step | 8.7 samples/s +Step 36880/44000 | Loss: 2.8611 | LR: 3.27e-05 | 2290.0ms/step | 8.7 samples/s +Step 36890/44000 | Loss: 2.8921 | LR: 3.26e-05 | 2300.4ms/step | 8.7 samples/s +Step 36900/44000 | Loss: 2.9006 | LR: 3.25e-05 | 2268.1ms/step | 8.8 samples/s +Step 36910/44000 | Loss: 2.9090 | LR: 3.24e-05 | 2272.7ms/step | 8.8 samples/s +Step 36920/44000 | Loss: 2.9087 | LR: 3.23e-05 | 2304.9ms/step | 8.7 samples/s +Step 36930/44000 | Loss: 2.8594 | LR: 3.22e-05 | 2289.1ms/step | 8.7 samples/s +Step 36940/44000 | Loss: 2.9121 | LR: 3.22e-05 | 2292.6ms/step | 8.7 samples/s +Step 36950/44000 | Loss: 2.8568 | LR: 3.21e-05 | 2297.3ms/step | 8.7 samples/s +Step 36960/44000 | Loss: 2.8963 | LR: 3.20e-05 | 2344.8ms/step | 8.5 samples/s +Step 36970/44000 | Loss: 2.8672 | LR: 3.19e-05 | 2274.3ms/step | 8.8 samples/s +Step 36980/44000 | Loss: 2.8870 | LR: 3.18e-05 | 2255.6ms/step | 8.9 samples/s +Step 36990/44000 | Loss: 2.8792 | LR: 3.17e-05 | 2317.4ms/step | 8.6 samples/s +Step 37000/44000 | Loss: 2.8942 | LR: 3.16e-05 | 2335.5ms/step | 8.6 samples/s +Validation at step 37000: Loss = 2.8953, Perplexity = 18.09 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-37000 +Step 37010/44000 | Loss: 2.8939 | LR: 3.15e-05 | 4717.8ms/step | 4.2 samples/s +Step 37020/44000 | Loss: 2.8860 | LR: 3.15e-05 | 2341.0ms/step | 8.5 samples/s +Step 37030/44000 | Loss: 2.8434 | LR: 3.14e-05 | 2224.3ms/step | 9.0 samples/s +Step 37040/44000 | Loss: 2.8867 | LR: 3.13e-05 | 2237.4ms/step | 8.9 samples/s +Step 37050/44000 | Loss: 2.8704 | LR: 3.12e-05 | 2247.5ms/step | 8.9 samples/s +Step 37060/44000 | Loss: 2.9206 | LR: 3.11e-05 | 2275.9ms/step | 8.8 samples/s +Step 37070/44000 | Loss: 2.9115 | LR: 3.10e-05 | 2256.8ms/step | 8.9 samples/s +Step 37080/44000 | Loss: 2.9012 | LR: 3.09e-05 | 2256.1ms/step | 8.9 samples/s +Step 37090/44000 | Loss: 2.8976 | LR: 3.08e-05 | 2222.0ms/step | 9.0 samples/s +Step 37100/44000 | Loss: 2.8983 | LR: 3.07e-05 | 2306.6ms/step | 8.7 samples/s +Step 37110/44000 | Loss: 2.9145 | LR: 3.07e-05 | 2270.6ms/step | 8.8 samples/s +Step 37120/44000 | Loss: 2.8668 | LR: 3.06e-05 | 2315.1ms/step | 8.6 samples/s +Step 37130/44000 | Loss: 2.8915 | LR: 3.05e-05 | 2290.4ms/step | 8.7 samples/s +Step 37140/44000 | Loss: 2.9107 | LR: 3.04e-05 | 2288.7ms/step | 8.7 samples/s +Step 37150/44000 | Loss: 2.9097 | LR: 3.03e-05 | 2316.0ms/step | 8.6 samples/s +Step 37160/44000 | Loss: 2.8973 | LR: 3.02e-05 | 2273.5ms/step | 8.8 samples/s +Step 37170/44000 | Loss: 2.8522 | LR: 3.01e-05 | 2294.0ms/step | 8.7 samples/s +Step 37180/44000 | Loss: 2.8720 | LR: 3.01e-05 | 2310.7ms/step | 8.7 samples/s +Step 37190/44000 | Loss: 2.9284 | LR: 3.00e-05 | 2268.2ms/step | 8.8 samples/s +Step 37200/44000 | Loss: 2.8519 | LR: 2.99e-05 | 2248.7ms/step | 8.9 samples/s +Step 37210/44000 | Loss: 2.9291 | LR: 2.98e-05 | 2269.5ms/step | 8.8 samples/s +Step 37220/44000 | Loss: 2.8425 | LR: 2.97e-05 | 2261.7ms/step | 8.8 samples/s +Step 37230/44000 | Loss: 2.8825 | LR: 2.96e-05 | 2287.7ms/step | 8.7 samples/s +Step 37240/44000 | Loss: 2.9031 | LR: 2.95e-05 | 2275.8ms/step | 8.8 samples/s +Step 37250/44000 | Loss: 2.8641 | LR: 2.95e-05 | 2321.0ms/step | 8.6 samples/s +Step 37260/44000 | Loss: 2.8164 | LR: 2.94e-05 | 2323.2ms/step | 8.6 samples/s +Step 37270/44000 | Loss: 2.8574 | LR: 2.93e-05 | 2302.5ms/step | 8.7 samples/s +Step 37280/44000 | Loss: 2.8644 | LR: 2.92e-05 | 2346.9ms/step | 8.5 samples/s +Step 37290/44000 | Loss: 2.8963 | LR: 2.91e-05 | 2263.5ms/step | 8.8 samples/s +Step 37300/44000 | Loss: 2.8446 | LR: 2.90e-05 | 2284.2ms/step | 8.8 samples/s +Step 37310/44000 | Loss: 2.8985 | LR: 2.89e-05 | 2257.7ms/step | 8.9 samples/s +Step 37320/44000 | Loss: 2.8524 | LR: 2.89e-05 | 2269.2ms/step | 8.8 samples/s +Step 37330/44000 | Loss: 2.8455 | LR: 2.88e-05 | 2291.0ms/step | 8.7 samples/s +Step 37340/44000 | Loss: 2.8886 | LR: 2.87e-05 | 2326.9ms/step | 8.6 samples/s +Step 37350/44000 | Loss: 2.8978 | LR: 2.86e-05 | 2284.4ms/step | 8.8 samples/s +Step 37360/44000 | Loss: 2.8898 | LR: 2.85e-05 | 2291.3ms/step | 8.7 samples/s +Step 37370/44000 | Loss: 2.8734 | LR: 2.84e-05 | 2325.4ms/step | 8.6 samples/s +Step 37380/44000 | Loss: 2.9132 | LR: 2.84e-05 | 2272.6ms/step | 8.8 samples/s +Step 37390/44000 | Loss: 2.8713 | LR: 2.83e-05 | 2319.1ms/step | 8.6 samples/s +Step 37400/44000 | Loss: 2.8966 | LR: 2.82e-05 | 2284.8ms/step | 8.8 samples/s +Step 37410/44000 | Loss: 2.9147 | LR: 2.81e-05 | 2350.4ms/step | 8.5 samples/s +Step 37420/44000 | Loss: 2.8628 | LR: 2.80e-05 | 2325.3ms/step | 8.6 samples/s +Step 37430/44000 | Loss: 2.9245 | LR: 2.79e-05 | 2278.9ms/step | 8.8 samples/s +Step 37440/44000 | Loss: 2.8887 | LR: 2.78e-05 | 2331.9ms/step | 8.6 samples/s +Step 37450/44000 | Loss: 2.8951 | LR: 2.78e-05 | 2268.8ms/step | 8.8 samples/s +Step 37460/44000 | Loss: 2.9097 | LR: 2.77e-05 | 2263.3ms/step | 8.8 samples/s +Step 37470/44000 | Loss: 2.8733 | LR: 2.76e-05 | 2313.6ms/step | 8.6 samples/s +Step 37480/44000 | Loss: 2.8884 | LR: 2.75e-05 | 2305.5ms/step | 8.7 samples/s +Step 37490/44000 | Loss: 2.9145 | LR: 2.74e-05 | 2275.6ms/step | 8.8 samples/s +Step 37500/44000 | Loss: 2.8714 | LR: 2.74e-05 | 2324.9ms/step | 8.6 samples/s +Step 37510/44000 | Loss: 2.8836 | LR: 2.73e-05 | 2306.8ms/step | 8.7 samples/s +Step 37520/44000 | Loss: 2.8521 | LR: 2.72e-05 | 2302.8ms/step | 8.7 samples/s +Step 37530/44000 | Loss: 2.8952 | LR: 2.71e-05 | 2338.7ms/step | 8.6 samples/s +Step 37540/44000 | Loss: 2.8799 | LR: 2.70e-05 | 2265.2ms/step | 8.8 samples/s +Step 37550/44000 | Loss: 2.8148 | LR: 2.69e-05 | 2282.0ms/step | 8.8 samples/s +Step 37560/44000 | Loss: 2.9153 | LR: 2.69e-05 | 2267.9ms/step | 8.8 samples/s +Step 37570/44000 | Loss: 2.9116 | LR: 2.68e-05 | 2300.9ms/step | 8.7 samples/s +Step 37580/44000 | Loss: 2.8752 | LR: 2.67e-05 | 2269.0ms/step | 8.8 samples/s +Step 37590/44000 | Loss: 2.9061 | LR: 2.66e-05 | 2268.2ms/step | 8.8 samples/s +Step 37600/44000 | Loss: 2.8977 | LR: 2.65e-05 | 2298.0ms/step | 8.7 samples/s +Step 37610/44000 | Loss: 2.9168 | LR: 2.65e-05 | 2297.1ms/step | 8.7 samples/s +Step 37620/44000 | Loss: 2.8842 | LR: 2.64e-05 | 2311.0ms/step | 8.7 samples/s +Step 37630/44000 | Loss: 2.8994 | LR: 2.63e-05 | 2263.6ms/step | 8.8 samples/s +Step 37640/44000 | Loss: 2.9226 | LR: 2.62e-05 | 2288.3ms/step | 8.7 samples/s +Step 37650/44000 | Loss: 2.9126 | LR: 2.61e-05 | 2276.5ms/step | 8.8 samples/s +Step 37660/44000 | Loss: 2.8828 | LR: 2.60e-05 | 2278.1ms/step | 8.8 samples/s +Step 37670/44000 | Loss: 2.8965 | LR: 2.60e-05 | 2278.8ms/step | 8.8 samples/s +Step 37680/44000 | Loss: 2.8671 | LR: 2.59e-05 | 2336.5ms/step | 8.6 samples/s +Step 37690/44000 | Loss: 2.8441 | LR: 2.58e-05 | 2294.8ms/step | 8.7 samples/s +Step 37700/44000 | Loss: 2.9283 | LR: 2.57e-05 | 2290.3ms/step | 8.7 samples/s +Step 37710/44000 | Loss: 2.8889 | LR: 2.56e-05 | 2314.4ms/step | 8.6 samples/s +Step 37720/44000 | Loss: 2.8798 | LR: 2.56e-05 | 2321.6ms/step | 8.6 samples/s +Step 37730/44000 | Loss: 2.9170 | LR: 2.55e-05 | 2285.2ms/step | 8.8 samples/s +Step 37740/44000 | Loss: 2.8955 | LR: 2.54e-05 | 2284.7ms/step | 8.8 samples/s +Step 37750/44000 | Loss: 2.9298 | LR: 2.53e-05 | 2279.6ms/step | 8.8 samples/s +Step 37760/44000 | Loss: 2.8357 | LR: 2.52e-05 | 2319.7ms/step | 8.6 samples/s +Step 37770/44000 | Loss: 2.8807 | LR: 2.52e-05 | 2308.2ms/step | 8.7 samples/s +Step 37780/44000 | Loss: 2.8902 | LR: 2.51e-05 | 2300.9ms/step | 8.7 samples/s +Step 37790/44000 | Loss: 2.9068 | LR: 2.50e-05 | 2317.0ms/step | 8.6 samples/s +Step 37800/44000 | Loss: 2.9045 | LR: 2.49e-05 | 2274.2ms/step | 8.8 samples/s +Step 37810/44000 | Loss: 2.8812 | LR: 2.48e-05 | 2280.2ms/step | 8.8 samples/s +Step 37820/44000 | Loss: 2.9387 | LR: 2.48e-05 | 2274.3ms/step | 8.8 samples/s +Step 37830/44000 | Loss: 2.9096 | LR: 2.47e-05 | 2323.9ms/step | 8.6 samples/s +Step 37840/44000 | Loss: 2.8933 | LR: 2.46e-05 | 2268.7ms/step | 8.8 samples/s +Step 37850/44000 | Loss: 2.8298 | LR: 2.45e-05 | 2263.5ms/step | 8.8 samples/s +Step 37860/44000 | Loss: 2.8722 | LR: 2.45e-05 | 2222.5ms/step | 9.0 samples/s +Step 37870/44000 | Loss: 2.8910 | LR: 2.44e-05 | 2278.4ms/step | 8.8 samples/s +Step 37880/44000 | Loss: 2.8672 | LR: 2.43e-05 | 2279.2ms/step | 8.8 samples/s +Step 37890/44000 | Loss: 2.9277 | LR: 2.42e-05 | 2300.4ms/step | 8.7 samples/s +Step 37900/44000 | Loss: 2.8607 | LR: 2.41e-05 | 2331.2ms/step | 8.6 samples/s +Step 37910/44000 | Loss: 2.9030 | LR: 2.41e-05 | 2295.9ms/step | 8.7 samples/s +Step 37920/44000 | Loss: 2.9054 | LR: 2.40e-05 | 2361.4ms/step | 8.5 samples/s +Step 37930/44000 | Loss: 2.8759 | LR: 2.39e-05 | 2336.9ms/step | 8.6 samples/s +Step 37940/44000 | Loss: 2.8757 | LR: 2.38e-05 | 2289.2ms/step | 8.7 samples/s +Step 37950/44000 | Loss: 2.8496 | LR: 2.38e-05 | 2326.5ms/step | 8.6 samples/s +Step 37960/44000 | Loss: 2.8766 | LR: 2.37e-05 | 2269.0ms/step | 8.8 samples/s +Step 37970/44000 | Loss: 2.8916 | LR: 2.36e-05 | 2310.3ms/step | 8.7 samples/s +Step 37980/44000 | Loss: 2.8993 | LR: 2.35e-05 | 2321.6ms/step | 8.6 samples/s +Step 37990/44000 | Loss: 2.8964 | LR: 2.34e-05 | 2374.8ms/step | 8.4 samples/s +Step 38000/44000 | Loss: 2.9028 | LR: 2.34e-05 | 2274.6ms/step | 8.8 samples/s +Validation at step 38000: Loss = 2.8949, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-38000 +Step 38010/44000 | Loss: 2.8908 | LR: 2.33e-05 | 4632.0ms/step | 4.3 samples/s +Step 38020/44000 | Loss: 2.8549 | LR: 2.32e-05 | 2139.1ms/step | 9.3 samples/s +Step 38030/44000 | Loss: 2.9320 | LR: 2.31e-05 | 2260.9ms/step | 8.8 samples/s +Step 38040/44000 | Loss: 2.8717 | LR: 2.31e-05 | 2285.8ms/step | 8.7 samples/s +Step 38050/44000 | Loss: 2.8903 | LR: 2.30e-05 | 2279.6ms/step | 8.8 samples/s +Step 38060/44000 | Loss: 2.8799 | LR: 2.29e-05 | 2288.1ms/step | 8.7 samples/s +Step 38070/44000 | Loss: 2.8853 | LR: 2.28e-05 | 2281.3ms/step | 8.8 samples/s +Step 38080/44000 | Loss: 2.8731 | LR: 2.28e-05 | 2309.1ms/step | 8.7 samples/s +Step 38090/44000 | Loss: 2.8408 | LR: 2.27e-05 | 2306.1ms/step | 8.7 samples/s +Step 38100/44000 | Loss: 2.8741 | LR: 2.26e-05 | 2254.1ms/step | 8.9 samples/s +Step 38110/44000 | Loss: 2.8858 | LR: 2.25e-05 | 2285.1ms/step | 8.8 samples/s +Step 38120/44000 | Loss: 2.9117 | LR: 2.25e-05 | 2261.8ms/step | 8.8 samples/s +Step 38130/44000 | Loss: 2.9235 | LR: 2.24e-05 | 2261.4ms/step | 8.8 samples/s +Step 38140/44000 | Loss: 2.8922 | LR: 2.23e-05 | 2316.5ms/step | 8.6 samples/s +Step 38150/44000 | Loss: 2.8902 | LR: 2.22e-05 | 2311.5ms/step | 8.7 samples/s +Step 38160/44000 | Loss: 2.8402 | LR: 2.22e-05 | 2312.3ms/step | 8.6 samples/s +Step 38170/44000 | Loss: 2.9185 | LR: 2.21e-05 | 2269.5ms/step | 8.8 samples/s +Step 38180/44000 | Loss: 2.8562 | LR: 2.20e-05 | 2332.4ms/step | 8.6 samples/s +Step 38190/44000 | Loss: 2.9337 | LR: 2.19e-05 | 2283.7ms/step | 8.8 samples/s +Step 38200/44000 | Loss: 2.8735 | LR: 2.19e-05 | 2283.3ms/step | 8.8 samples/s +Step 38210/44000 | Loss: 2.8864 | LR: 2.18e-05 | 2287.4ms/step | 8.7 samples/s +Step 38220/44000 | Loss: 2.8870 | LR: 2.17e-05 | 2293.0ms/step | 8.7 samples/s +Step 38230/44000 | Loss: 2.8734 | LR: 2.16e-05 | 2267.9ms/step | 8.8 samples/s +Step 38240/44000 | Loss: 2.9064 | LR: 2.16e-05 | 2258.4ms/step | 8.9 samples/s +Step 38250/44000 | Loss: 2.8541 | LR: 2.15e-05 | 2327.6ms/step | 8.6 samples/s +Step 38260/44000 | Loss: 2.8755 | LR: 2.14e-05 | 2285.4ms/step | 8.8 samples/s +Step 38270/44000 | Loss: 2.8875 | LR: 2.13e-05 | 2327.6ms/step | 8.6 samples/s +Step 38280/44000 | Loss: 2.9028 | LR: 2.13e-05 | 2327.2ms/step | 8.6 samples/s +Step 38290/44000 | Loss: 2.8892 | LR: 2.12e-05 | 2312.7ms/step | 8.6 samples/s +Step 38300/44000 | Loss: 2.8657 | LR: 2.11e-05 | 2324.3ms/step | 8.6 samples/s +Step 38310/44000 | Loss: 2.9300 | LR: 2.11e-05 | 2287.3ms/step | 8.7 samples/s +Step 38320/44000 | Loss: 2.8884 | LR: 2.10e-05 | 2280.3ms/step | 8.8 samples/s +Step 38330/44000 | Loss: 2.8859 | LR: 2.09e-05 | 2264.2ms/step | 8.8 samples/s +Step 38340/44000 | Loss: 2.9178 | LR: 2.08e-05 | 2316.1ms/step | 8.6 samples/s +Step 38350/44000 | Loss: 2.9189 | LR: 2.08e-05 | 2295.2ms/step | 8.7 samples/s +Step 38360/44000 | Loss: 2.8597 | LR: 2.07e-05 | 2338.1ms/step | 8.6 samples/s +Step 38370/44000 | Loss: 2.9017 | LR: 2.06e-05 | 2252.8ms/step | 8.9 samples/s +Step 38380/44000 | Loss: 2.9386 | LR: 2.05e-05 | 2271.3ms/step | 8.8 samples/s +Step 38390/44000 | Loss: 2.8640 | LR: 2.05e-05 | 2299.4ms/step | 8.7 samples/s +Step 38400/44000 | Loss: 2.8828 | LR: 2.04e-05 | 2272.6ms/step | 8.8 samples/s +Step 38410/44000 | Loss: 2.8664 | LR: 2.03e-05 | 2261.4ms/step | 8.8 samples/s +Step 38420/44000 | Loss: 2.8749 | LR: 2.03e-05 | 2304.1ms/step | 8.7 samples/s +Step 38430/44000 | Loss: 2.8930 | LR: 2.02e-05 | 2285.3ms/step | 8.8 samples/s +Step 38440/44000 | Loss: 2.8849 | LR: 2.01e-05 | 2312.7ms/step | 8.6 samples/s +Step 38450/44000 | Loss: 2.8807 | LR: 2.00e-05 | 2369.2ms/step | 8.4 samples/s +Step 38460/44000 | Loss: 2.8449 | LR: 2.00e-05 | 2332.7ms/step | 8.6 samples/s +Step 38470/44000 | Loss: 2.9175 | LR: 1.99e-05 | 2354.8ms/step | 8.5 samples/s +Step 38480/44000 | Loss: 2.8842 | LR: 1.98e-05 | 2280.8ms/step | 8.8 samples/s +Step 38490/44000 | Loss: 2.9193 | LR: 1.98e-05 | 2264.8ms/step | 8.8 samples/s +Step 38500/44000 | Loss: 2.9073 | LR: 1.97e-05 | 2270.4ms/step | 8.8 samples/s +Step 38510/44000 | Loss: 2.8629 | LR: 1.96e-05 | 2326.3ms/step | 8.6 samples/s +Step 38520/44000 | Loss: 2.8907 | LR: 1.95e-05 | 2282.2ms/step | 8.8 samples/s +Step 38530/44000 | Loss: 2.8937 | LR: 1.95e-05 | 2290.7ms/step | 8.7 samples/s +Step 38540/44000 | Loss: 2.8725 | LR: 1.94e-05 | 2286.9ms/step | 8.7 samples/s +Step 38550/44000 | Loss: 2.9509 | LR: 1.93e-05 | 2284.5ms/step | 8.8 samples/s +Step 38560/44000 | Loss: 2.8920 | LR: 1.93e-05 | 2333.1ms/step | 8.6 samples/s +Step 38570/44000 | Loss: 2.8869 | LR: 1.92e-05 | 2295.9ms/step | 8.7 samples/s +Step 38580/44000 | Loss: 2.8606 | LR: 1.91e-05 | 2291.5ms/step | 8.7 samples/s +Step 38590/44000 | Loss: 2.9412 | LR: 1.91e-05 | 2285.7ms/step | 8.7 samples/s +Step 38600/44000 | Loss: 2.8963 | LR: 1.90e-05 | 2352.9ms/step | 8.5 samples/s +Step 38610/44000 | Loss: 2.8995 | LR: 1.89e-05 | 2261.3ms/step | 8.8 samples/s +Step 38620/44000 | Loss: 2.9006 | LR: 1.88e-05 | 2285.5ms/step | 8.8 samples/s +Step 38630/44000 | Loss: 2.8569 | LR: 1.88e-05 | 2306.0ms/step | 8.7 samples/s +Step 38640/44000 | Loss: 2.8940 | LR: 1.87e-05 | 2304.4ms/step | 8.7 samples/s +Step 38650/44000 | Loss: 2.9011 | LR: 1.86e-05 | 2281.6ms/step | 8.8 samples/s +Step 38660/44000 | Loss: 2.8875 | LR: 1.86e-05 | 2282.8ms/step | 8.8 samples/s +Step 38670/44000 | Loss: 2.9151 | LR: 1.85e-05 | 2254.5ms/step | 8.9 samples/s +Step 38680/44000 | Loss: 2.9157 | LR: 1.84e-05 | 2312.9ms/step | 8.6 samples/s +Step 38690/44000 | Loss: 2.8724 | LR: 1.84e-05 | 2298.6ms/step | 8.7 samples/s +Step 38700/44000 | Loss: 2.8455 | LR: 1.83e-05 | 2304.3ms/step | 8.7 samples/s +Step 38710/44000 | Loss: 2.8722 | LR: 1.82e-05 | 2294.0ms/step | 8.7 samples/s +Step 38720/44000 | Loss: 2.8770 | LR: 1.82e-05 | 2245.1ms/step | 8.9 samples/s +Step 38730/44000 | Loss: 2.8883 | LR: 1.81e-05 | 2272.4ms/step | 8.8 samples/s +Step 38740/44000 | Loss: 2.9152 | LR: 1.80e-05 | 2254.1ms/step | 8.9 samples/s +Step 38750/44000 | Loss: 2.8751 | LR: 1.80e-05 | 2267.4ms/step | 8.8 samples/s +Step 38760/44000 | Loss: 2.8786 | LR: 1.79e-05 | 2281.5ms/step | 8.8 samples/s +Step 38770/44000 | Loss: 2.9064 | LR: 1.78e-05 | 2316.5ms/step | 8.6 samples/s +Step 38780/44000 | Loss: 2.8938 | LR: 1.78e-05 | 2259.1ms/step | 8.9 samples/s +Step 38790/44000 | Loss: 2.8849 | LR: 1.77e-05 | 2320.1ms/step | 8.6 samples/s +Step 38800/44000 | Loss: 2.8439 | LR: 1.76e-05 | 2293.5ms/step | 8.7 samples/s +Step 38810/44000 | Loss: 2.8699 | LR: 1.76e-05 | 2262.8ms/step | 8.8 samples/s +Step 38820/44000 | Loss: 2.8224 | LR: 1.75e-05 | 2273.0ms/step | 8.8 samples/s +Step 38830/44000 | Loss: 2.9007 | LR: 1.74e-05 | 2284.2ms/step | 8.8 samples/s +Step 38840/44000 | Loss: 2.8934 | LR: 1.74e-05 | 2281.0ms/step | 8.8 samples/s +Step 38850/44000 | Loss: 2.8483 | LR: 1.73e-05 | 2248.9ms/step | 8.9 samples/s +Step 38860/44000 | Loss: 2.8463 | LR: 1.72e-05 | 2310.0ms/step | 8.7 samples/s +Step 38870/44000 | Loss: 2.9168 | LR: 1.72e-05 | 2302.9ms/step | 8.7 samples/s +Step 38880/44000 | Loss: 2.9018 | LR: 1.71e-05 | 2251.4ms/step | 8.9 samples/s +Step 38890/44000 | Loss: 2.9008 | LR: 1.70e-05 | 2270.8ms/step | 8.8 samples/s +Step 38900/44000 | Loss: 2.8807 | LR: 1.70e-05 | 2293.0ms/step | 8.7 samples/s +Step 38910/44000 | Loss: 2.8651 | LR: 1.69e-05 | 2287.3ms/step | 8.7 samples/s +Step 38920/44000 | Loss: 2.8719 | LR: 1.68e-05 | 2243.0ms/step | 8.9 samples/s +Step 38930/44000 | Loss: 2.8609 | LR: 1.68e-05 | 2295.8ms/step | 8.7 samples/s +Step 38940/44000 | Loss: 2.9441 | LR: 1.67e-05 | 2253.6ms/step | 8.9 samples/s +Step 38950/44000 | Loss: 2.8818 | LR: 1.66e-05 | 2274.1ms/step | 8.8 samples/s +Step 38960/44000 | Loss: 2.8805 | LR: 1.66e-05 | 2291.5ms/step | 8.7 samples/s +Step 38970/44000 | Loss: 2.8697 | LR: 1.65e-05 | 2288.4ms/step | 8.7 samples/s +Step 38980/44000 | Loss: 2.9076 | LR: 1.64e-05 | 2296.9ms/step | 8.7 samples/s +Step 38990/44000 | Loss: 2.8556 | LR: 1.64e-05 | 2259.4ms/step | 8.9 samples/s +Step 39000/44000 | Loss: 2.9168 | LR: 1.63e-05 | 2291.0ms/step | 8.7 samples/s +Validation at step 39000: Loss = 2.8947, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-39000 +Step 39010/44000 | Loss: 2.8961 | LR: 1.62e-05 | 4558.3ms/step | 4.4 samples/s +Step 39020/44000 | Loss: 2.8611 | LR: 1.62e-05 | 2256.8ms/step | 8.9 samples/s +Step 39030/44000 | Loss: 2.8770 | LR: 1.61e-05 | 2246.9ms/step | 8.9 samples/s +Step 39040/44000 | Loss: 2.8492 | LR: 1.61e-05 | 2310.1ms/step | 8.7 samples/s +Step 39050/44000 | Loss: 2.8706 | LR: 1.60e-05 | 2267.9ms/step | 8.8 samples/s +Step 39060/44000 | Loss: 2.8396 | LR: 1.59e-05 | 2315.8ms/step | 8.6 samples/s +Step 39070/44000 | Loss: 2.9294 | LR: 1.59e-05 | 2285.1ms/step | 8.8 samples/s +Step 39080/44000 | Loss: 2.9217 | LR: 1.58e-05 | 2346.7ms/step | 8.5 samples/s +Step 39090/44000 | Loss: 2.8595 | LR: 1.57e-05 | 2289.4ms/step | 8.7 samples/s +Step 39100/44000 | Loss: 2.8507 | LR: 1.57e-05 | 2360.8ms/step | 8.5 samples/s +Step 39110/44000 | Loss: 2.8915 | LR: 1.56e-05 | 2282.6ms/step | 8.8 samples/s +Step 39120/44000 | Loss: 2.8780 | LR: 1.55e-05 | 2286.2ms/step | 8.7 samples/s +Step 39130/44000 | Loss: 2.8726 | LR: 1.55e-05 | 2286.2ms/step | 8.7 samples/s +Step 39140/44000 | Loss: 2.8825 | LR: 1.54e-05 | 2251.4ms/step | 8.9 samples/s +Step 39150/44000 | Loss: 2.8789 | LR: 1.54e-05 | 2327.2ms/step | 8.6 samples/s +Step 39160/44000 | Loss: 2.8858 | LR: 1.53e-05 | 2316.5ms/step | 8.6 samples/s +Step 39170/44000 | Loss: 2.8730 | LR: 1.52e-05 | 2322.0ms/step | 8.6 samples/s +Step 39180/44000 | Loss: 2.9154 | LR: 1.52e-05 | 2295.7ms/step | 8.7 samples/s +Step 39190/44000 | Loss: 2.9006 | LR: 1.51e-05 | 2293.9ms/step | 8.7 samples/s +Step 39200/44000 | Loss: 2.8746 | LR: 1.50e-05 | 2308.0ms/step | 8.7 samples/s +Step 39210/44000 | Loss: 2.8853 | LR: 1.50e-05 | 2280.0ms/step | 8.8 samples/s +Step 39220/44000 | Loss: 2.9003 | LR: 1.49e-05 | 2253.0ms/step | 8.9 samples/s +Step 39230/44000 | Loss: 2.9139 | LR: 1.49e-05 | 2333.8ms/step | 8.6 samples/s +Step 39240/44000 | Loss: 2.8567 | LR: 1.48e-05 | 2244.1ms/step | 8.9 samples/s +Step 39250/44000 | Loss: 2.9310 | LR: 1.47e-05 | 2279.6ms/step | 8.8 samples/s +Step 39260/44000 | Loss: 2.8317 | LR: 1.47e-05 | 2272.4ms/step | 8.8 samples/s +Step 39270/44000 | Loss: 2.8505 | LR: 1.46e-05 | 2261.2ms/step | 8.8 samples/s +Step 39280/44000 | Loss: 2.8623 | LR: 1.46e-05 | 2305.7ms/step | 8.7 samples/s +Step 39290/44000 | Loss: 2.8906 | LR: 1.45e-05 | 2260.1ms/step | 8.8 samples/s +Step 39300/44000 | Loss: 2.8373 | LR: 1.44e-05 | 2281.1ms/step | 8.8 samples/s +Step 39310/44000 | Loss: 2.9552 | LR: 1.44e-05 | 2295.5ms/step | 8.7 samples/s +Step 39320/44000 | Loss: 2.9018 | LR: 1.43e-05 | 2306.1ms/step | 8.7 samples/s +Step 39330/44000 | Loss: 2.8926 | LR: 1.42e-05 | 2321.5ms/step | 8.6 samples/s +Step 39340/44000 | Loss: 2.9182 | LR: 1.42e-05 | 2316.2ms/step | 8.6 samples/s +Step 39350/44000 | Loss: 2.8982 | LR: 1.41e-05 | 2264.0ms/step | 8.8 samples/s +Step 39360/44000 | Loss: 2.8787 | LR: 1.41e-05 | 2311.2ms/step | 8.7 samples/s +Step 39370/44000 | Loss: 2.9026 | LR: 1.40e-05 | 2247.9ms/step | 8.9 samples/s +Step 39380/44000 | Loss: 2.9077 | LR: 1.39e-05 | 2243.3ms/step | 8.9 samples/s +Step 39390/44000 | Loss: 2.8566 | LR: 1.39e-05 | 2315.0ms/step | 8.6 samples/s +Step 39400/44000 | Loss: 2.8891 | LR: 1.38e-05 | 2318.9ms/step | 8.6 samples/s +Step 39410/44000 | Loss: 2.8731 | LR: 1.38e-05 | 2273.8ms/step | 8.8 samples/s +Step 39420/44000 | Loss: 2.8946 | LR: 1.37e-05 | 2327.4ms/step | 8.6 samples/s +Step 39430/44000 | Loss: 2.9090 | LR: 1.36e-05 | 2316.9ms/step | 8.6 samples/s +Step 39440/44000 | Loss: 2.8242 | LR: 1.36e-05 | 2307.6ms/step | 8.7 samples/s +Step 39450/44000 | Loss: 2.9139 | LR: 1.35e-05 | 2311.8ms/step | 8.7 samples/s +Step 39460/44000 | Loss: 2.9076 | LR: 1.35e-05 | 2264.0ms/step | 8.8 samples/s +Step 39470/44000 | Loss: 2.8989 | LR: 1.34e-05 | 2283.8ms/step | 8.8 samples/s +Step 39480/44000 | Loss: 2.8740 | LR: 1.34e-05 | 2291.6ms/step | 8.7 samples/s +Step 39490/44000 | Loss: 2.8630 | LR: 1.33e-05 | 2273.3ms/step | 8.8 samples/s +Step 39500/44000 | Loss: 2.8917 | LR: 1.32e-05 | 2302.2ms/step | 8.7 samples/s +Step 39510/44000 | Loss: 2.9519 | LR: 1.32e-05 | 2270.5ms/step | 8.8 samples/s +Step 39520/44000 | Loss: 2.8658 | LR: 1.31e-05 | 2289.3ms/step | 8.7 samples/s +Step 39530/44000 | Loss: 2.8961 | LR: 1.31e-05 | 2302.3ms/step | 8.7 samples/s +Step 39540/44000 | Loss: 2.8688 | LR: 1.30e-05 | 2297.8ms/step | 8.7 samples/s +Step 39550/44000 | Loss: 2.8824 | LR: 1.29e-05 | 2224.8ms/step | 9.0 samples/s +Step 39560/44000 | Loss: 2.8859 | LR: 1.29e-05 | 2254.0ms/step | 8.9 samples/s +Step 39570/44000 | Loss: 2.9000 | LR: 1.28e-05 | 2311.6ms/step | 8.7 samples/s +Step 39580/44000 | Loss: 2.9081 | LR: 1.28e-05 | 2327.2ms/step | 8.6 samples/s +Step 39590/44000 | Loss: 2.8930 | LR: 1.27e-05 | 2290.9ms/step | 8.7 samples/s +Step 39600/44000 | Loss: 2.9042 | LR: 1.27e-05 | 2322.0ms/step | 8.6 samples/s +Step 39610/44000 | Loss: 2.8728 | LR: 1.26e-05 | 2316.9ms/step | 8.6 samples/s +Step 39620/44000 | Loss: 2.8767 | LR: 1.25e-05 | 2307.2ms/step | 8.7 samples/s +Step 39630/44000 | Loss: 2.8941 | LR: 1.25e-05 | 2283.5ms/step | 8.8 samples/s +Step 39640/44000 | Loss: 2.9414 | LR: 1.24e-05 | 2347.9ms/step | 8.5 samples/s +Step 39650/44000 | Loss: 2.9006 | LR: 1.24e-05 | 2248.4ms/step | 8.9 samples/s +Step 39660/44000 | Loss: 2.8701 | LR: 1.23e-05 | 2285.1ms/step | 8.8 samples/s +Step 39670/44000 | Loss: 2.8508 | LR: 1.23e-05 | 2284.7ms/step | 8.8 samples/s +Step 39680/44000 | Loss: 2.8745 | LR: 1.22e-05 | 2310.3ms/step | 8.7 samples/s +Step 39690/44000 | Loss: 2.9279 | LR: 1.22e-05 | 2268.6ms/step | 8.8 samples/s +Step 39700/44000 | Loss: 2.8799 | LR: 1.21e-05 | 2288.6ms/step | 8.7 samples/s +Step 39710/44000 | Loss: 2.9057 | LR: 1.20e-05 | 2284.0ms/step | 8.8 samples/s +Step 39720/44000 | Loss: 2.9230 | LR: 1.20e-05 | 2303.2ms/step | 8.7 samples/s +Step 39730/44000 | Loss: 2.8781 | LR: 1.19e-05 | 2330.7ms/step | 8.6 samples/s +Step 39740/44000 | Loss: 2.8793 | LR: 1.19e-05 | 2331.1ms/step | 8.6 samples/s +Step 39750/44000 | Loss: 2.8719 | LR: 1.18e-05 | 2264.0ms/step | 8.8 samples/s +Step 39760/44000 | Loss: 2.8975 | LR: 1.18e-05 | 2283.2ms/step | 8.8 samples/s +Step 39770/44000 | Loss: 2.9026 | LR: 1.17e-05 | 2312.9ms/step | 8.6 samples/s +Step 39780/44000 | Loss: 2.8995 | LR: 1.17e-05 | 2260.3ms/step | 8.8 samples/s +Step 39790/44000 | Loss: 2.9220 | LR: 1.16e-05 | 2284.2ms/step | 8.8 samples/s +Step 39800/44000 | Loss: 2.9100 | LR: 1.15e-05 | 2263.6ms/step | 8.8 samples/s +Step 39810/44000 | Loss: 2.8860 | LR: 1.15e-05 | 2285.0ms/step | 8.8 samples/s +Step 39820/44000 | Loss: 2.8768 | LR: 1.14e-05 | 2252.5ms/step | 8.9 samples/s +Step 39830/44000 | Loss: 2.9271 | LR: 1.14e-05 | 2295.7ms/step | 8.7 samples/s +Step 39840/44000 | Loss: 2.8992 | LR: 1.13e-05 | 2310.7ms/step | 8.7 samples/s +Step 39850/44000 | Loss: 2.9182 | LR: 1.13e-05 | 2277.5ms/step | 8.8 samples/s +Step 39860/44000 | Loss: 2.8981 | LR: 1.12e-05 | 2323.9ms/step | 8.6 samples/s +Step 39870/44000 | Loss: 2.8653 | LR: 1.12e-05 | 2289.8ms/step | 8.7 samples/s +Step 39880/44000 | Loss: 2.9009 | LR: 1.11e-05 | 2300.7ms/step | 8.7 samples/s +Step 39890/44000 | Loss: 2.8263 | LR: 1.11e-05 | 2289.8ms/step | 8.7 samples/s +Step 39900/44000 | Loss: 2.8809 | LR: 1.10e-05 | 2274.8ms/step | 8.8 samples/s +Step 39910/44000 | Loss: 2.9177 | LR: 1.10e-05 | 2305.5ms/step | 8.7 samples/s +Step 39920/44000 | Loss: 2.8368 | LR: 1.09e-05 | 2284.4ms/step | 8.8 samples/s +Step 39930/44000 | Loss: 2.9021 | LR: 1.08e-05 | 2305.7ms/step | 8.7 samples/s +Step 39940/44000 | Loss: 2.8770 | LR: 1.08e-05 | 2305.8ms/step | 8.7 samples/s +Step 39950/44000 | Loss: 2.8563 | LR: 1.07e-05 | 2237.0ms/step | 8.9 samples/s +Step 39960/44000 | Loss: 2.9108 | LR: 1.07e-05 | 2269.8ms/step | 8.8 samples/s +Step 39970/44000 | Loss: 2.8903 | LR: 1.06e-05 | 2248.7ms/step | 8.9 samples/s +Step 39980/44000 | Loss: 2.8042 | LR: 1.06e-05 | 2306.3ms/step | 8.7 samples/s +Step 39990/44000 | Loss: 2.8358 | LR: 1.05e-05 | 2268.6ms/step | 8.8 samples/s +Step 40000/44000 | Loss: 2.9003 | LR: 1.05e-05 | 2256.2ms/step | 8.9 samples/s +Validation at step 40000: Loss = 2.8946, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-40000 +Step 40010/44000 | Loss: 2.9081 | LR: 1.04e-05 | 4489.7ms/step | 4.5 samples/s +Step 40020/44000 | Loss: 2.8567 | LR: 1.04e-05 | 2261.6ms/step | 8.8 samples/s +Step 40030/44000 | Loss: 2.9102 | LR: 1.03e-05 | 2302.4ms/step | 8.7 samples/s +Step 40040/44000 | Loss: 2.8568 | LR: 1.03e-05 | 2257.3ms/step | 8.9 samples/s +Step 40050/44000 | Loss: 2.8907 | LR: 1.02e-05 | 2312.6ms/step | 8.6 samples/s +Step 40060/44000 | Loss: 2.8926 | LR: 1.02e-05 | 2264.4ms/step | 8.8 samples/s +Step 40070/44000 | Loss: 2.8829 | LR: 1.01e-05 | 2262.8ms/step | 8.8 samples/s +Step 40080/44000 | Loss: 2.8661 | LR: 1.01e-05 | 2279.6ms/step | 8.8 samples/s +Step 40090/44000 | Loss: 2.8583 | LR: 1.00e-05 | 2262.1ms/step | 8.8 samples/s +Step 40100/44000 | Loss: 2.8788 | LR: 9.96e-06 | 2282.0ms/step | 8.8 samples/s +Step 40110/44000 | Loss: 2.8402 | LR: 9.91e-06 | 2288.5ms/step | 8.7 samples/s +Step 40120/44000 | Loss: 2.8977 | LR: 9.86e-06 | 2282.4ms/step | 8.8 samples/s +Step 40130/44000 | Loss: 2.8647 | LR: 9.81e-06 | 2275.6ms/step | 8.8 samples/s +Step 40140/44000 | Loss: 2.8931 | LR: 9.76e-06 | 2269.4ms/step | 8.8 samples/s +Step 40150/44000 | Loss: 2.8418 | LR: 9.71e-06 | 2275.2ms/step | 8.8 samples/s +Step 40160/44000 | Loss: 2.8935 | LR: 9.66e-06 | 2270.1ms/step | 8.8 samples/s +Step 40170/44000 | Loss: 2.8894 | LR: 9.61e-06 | 2373.9ms/step | 8.4 samples/s +Step 40180/44000 | Loss: 2.9034 | LR: 9.56e-06 | 2259.2ms/step | 8.9 samples/s +Step 40190/44000 | Loss: 2.9012 | LR: 9.51e-06 | 2322.6ms/step | 8.6 samples/s +Step 40200/44000 | Loss: 2.8832 | LR: 9.46e-06 | 2290.0ms/step | 8.7 samples/s +Step 40210/44000 | Loss: 2.8649 | LR: 9.41e-06 | 2258.5ms/step | 8.9 samples/s +Step 40220/44000 | Loss: 2.8526 | LR: 9.36e-06 | 2316.5ms/step | 8.6 samples/s +Step 40230/44000 | Loss: 2.9116 | LR: 9.32e-06 | 2279.8ms/step | 8.8 samples/s +Step 40240/44000 | Loss: 2.9186 | LR: 9.27e-06 | 2299.9ms/step | 8.7 samples/s +Step 40250/44000 | Loss: 2.8811 | LR: 9.22e-06 | 2272.5ms/step | 8.8 samples/s +Step 40260/44000 | Loss: 2.8628 | LR: 9.17e-06 | 2243.3ms/step | 8.9 samples/s +Step 40270/44000 | Loss: 2.8876 | LR: 9.12e-06 | 2252.0ms/step | 8.9 samples/s +Step 40280/44000 | Loss: 2.8850 | LR: 9.07e-06 | 2251.4ms/step | 8.9 samples/s +Step 40290/44000 | Loss: 2.9145 | LR: 9.02e-06 | 2269.4ms/step | 8.8 samples/s +Step 40300/44000 | Loss: 2.8991 | LR: 8.97e-06 | 2290.1ms/step | 8.7 samples/s +Step 40310/44000 | Loss: 2.8783 | LR: 8.93e-06 | 2274.6ms/step | 8.8 samples/s +Step 40320/44000 | Loss: 2.8702 | LR: 8.88e-06 | 2279.5ms/step | 8.8 samples/s +Step 40330/44000 | Loss: 2.8885 | LR: 8.83e-06 | 2297.9ms/step | 8.7 samples/s +Step 40340/44000 | Loss: 2.8765 | LR: 8.78e-06 | 2271.6ms/step | 8.8 samples/s +Step 40350/44000 | Loss: 2.9035 | LR: 8.74e-06 | 2319.6ms/step | 8.6 samples/s +Step 40360/44000 | Loss: 2.9014 | LR: 8.69e-06 | 2272.2ms/step | 8.8 samples/s +Step 40370/44000 | Loss: 2.8796 | LR: 8.64e-06 | 2258.6ms/step | 8.9 samples/s +Step 40380/44000 | Loss: 2.8732 | LR: 8.59e-06 | 2259.6ms/step | 8.9 samples/s +Step 40390/44000 | Loss: 2.8685 | LR: 8.55e-06 | 2286.0ms/step | 8.7 samples/s +Step 40400/44000 | Loss: 2.9006 | LR: 8.50e-06 | 2243.2ms/step | 8.9 samples/s +Step 40410/44000 | Loss: 2.8694 | LR: 8.45e-06 | 2254.0ms/step | 8.9 samples/s +Step 40420/44000 | Loss: 2.8815 | LR: 8.41e-06 | 2290.3ms/step | 8.7 samples/s +Step 40430/44000 | Loss: 2.9017 | LR: 8.36e-06 | 2301.2ms/step | 8.7 samples/s +Step 40440/44000 | Loss: 2.8429 | LR: 8.31e-06 | 2286.3ms/step | 8.7 samples/s +Step 40450/44000 | Loss: 2.9092 | LR: 8.27e-06 | 2292.1ms/step | 8.7 samples/s +Step 40460/44000 | Loss: 2.8680 | LR: 8.22e-06 | 2277.0ms/step | 8.8 samples/s +Step 40470/44000 | Loss: 2.8604 | LR: 8.17e-06 | 2327.5ms/step | 8.6 samples/s +Step 40480/44000 | Loss: 2.8937 | LR: 8.13e-06 | 2280.4ms/step | 8.8 samples/s +Step 40490/44000 | Loss: 2.9269 | LR: 8.08e-06 | 2302.3ms/step | 8.7 samples/s +Step 40500/44000 | Loss: 2.8932 | LR: 8.04e-06 | 2267.2ms/step | 8.8 samples/s +Step 40510/44000 | Loss: 2.8812 | LR: 7.99e-06 | 2299.3ms/step | 8.7 samples/s +Step 40520/44000 | Loss: 2.9127 | LR: 7.94e-06 | 2325.7ms/step | 8.6 samples/s +Step 40530/44000 | Loss: 2.8971 | LR: 7.90e-06 | 2325.8ms/step | 8.6 samples/s +Step 40540/44000 | Loss: 2.9360 | LR: 7.85e-06 | 2326.1ms/step | 8.6 samples/s +Step 40550/44000 | Loss: 2.9096 | LR: 7.81e-06 | 2300.5ms/step | 8.7 samples/s +Step 40560/44000 | Loss: 2.9110 | LR: 7.76e-06 | 2318.9ms/step | 8.6 samples/s +Step 40570/44000 | Loss: 2.8746 | LR: 7.72e-06 | 2272.1ms/step | 8.8 samples/s +Step 40580/44000 | Loss: 2.8945 | LR: 7.67e-06 | 2244.3ms/step | 8.9 samples/s +Step 40590/44000 | Loss: 2.8642 | LR: 7.63e-06 | 2280.4ms/step | 8.8 samples/s +Step 40600/44000 | Loss: 2.8856 | LR: 7.59e-06 | 2262.4ms/step | 8.8 samples/s +Step 40610/44000 | Loss: 2.8687 | LR: 7.54e-06 | 2299.4ms/step | 8.7 samples/s +Step 40620/44000 | Loss: 2.9213 | LR: 7.50e-06 | 2270.3ms/step | 8.8 samples/s +Step 40630/44000 | Loss: 2.9041 | LR: 7.45e-06 | 2305.3ms/step | 8.7 samples/s +Step 40640/44000 | Loss: 2.9061 | LR: 7.41e-06 | 2305.9ms/step | 8.7 samples/s +Step 40650/44000 | Loss: 2.9067 | LR: 7.37e-06 | 2305.5ms/step | 8.7 samples/s +Step 40660/44000 | Loss: 2.9223 | LR: 7.32e-06 | 2237.4ms/step | 8.9 samples/s +Step 40670/44000 | Loss: 2.8873 | LR: 7.28e-06 | 2258.3ms/step | 8.9 samples/s +Step 40680/44000 | Loss: 2.8324 | LR: 7.23e-06 | 2305.0ms/step | 8.7 samples/s +Step 40690/44000 | Loss: 2.9188 | LR: 7.19e-06 | 2252.7ms/step | 8.9 samples/s +Step 40700/44000 | Loss: 2.8710 | LR: 7.15e-06 | 2268.6ms/step | 8.8 samples/s +Step 40710/44000 | Loss: 2.8892 | LR: 7.10e-06 | 2262.4ms/step | 8.8 samples/s +Step 40720/44000 | Loss: 2.8825 | LR: 7.06e-06 | 2274.3ms/step | 8.8 samples/s +Step 40730/44000 | Loss: 2.9192 | LR: 7.02e-06 | 2268.7ms/step | 8.8 samples/s +Step 40740/44000 | Loss: 2.8685 | LR: 6.98e-06 | 2232.1ms/step | 9.0 samples/s +Step 40750/44000 | Loss: 2.8632 | LR: 6.93e-06 | 2284.3ms/step | 8.8 samples/s +Step 40760/44000 | Loss: 2.8977 | LR: 6.89e-06 | 2357.9ms/step | 8.5 samples/s +Step 40770/44000 | Loss: 2.8397 | LR: 6.85e-06 | 2332.2ms/step | 8.6 samples/s +Step 40780/44000 | Loss: 2.9447 | LR: 6.81e-06 | 2253.1ms/step | 8.9 samples/s +Step 40790/44000 | Loss: 2.8711 | LR: 6.77e-06 | 2279.4ms/step | 8.8 samples/s +Step 40800/44000 | Loss: 2.9376 | LR: 6.72e-06 | 2301.2ms/step | 8.7 samples/s +Step 40810/44000 | Loss: 2.8831 | LR: 6.68e-06 | 2315.0ms/step | 8.6 samples/s +Step 40820/44000 | Loss: 2.8871 | LR: 6.64e-06 | 2334.6ms/step | 8.6 samples/s +Step 40830/44000 | Loss: 2.8970 | LR: 6.60e-06 | 2260.7ms/step | 8.8 samples/s +Step 40840/44000 | Loss: 2.8704 | LR: 6.56e-06 | 2309.0ms/step | 8.7 samples/s +Step 40850/44000 | Loss: 2.8876 | LR: 6.52e-06 | 2276.4ms/step | 8.8 samples/s +Step 40860/44000 | Loss: 2.8639 | LR: 6.47e-06 | 2336.4ms/step | 8.6 samples/s +Step 40870/44000 | Loss: 2.8886 | LR: 6.43e-06 | 2321.4ms/step | 8.6 samples/s +Step 40880/44000 | Loss: 2.9059 | LR: 6.39e-06 | 2256.9ms/step | 8.9 samples/s +Step 40890/44000 | Loss: 2.8738 | LR: 6.35e-06 | 2247.5ms/step | 8.9 samples/s +Step 40900/44000 | Loss: 2.9507 | LR: 6.31e-06 | 2310.5ms/step | 8.7 samples/s +Step 40910/44000 | Loss: 2.8779 | LR: 6.27e-06 | 2304.7ms/step | 8.7 samples/s +Step 40920/44000 | Loss: 2.8920 | LR: 6.23e-06 | 2268.3ms/step | 8.8 samples/s +Step 40930/44000 | Loss: 2.8678 | LR: 6.19e-06 | 2264.6ms/step | 8.8 samples/s +Step 40940/44000 | Loss: 2.9198 | LR: 6.15e-06 | 2267.2ms/step | 8.8 samples/s +Step 40950/44000 | Loss: 2.8867 | LR: 6.11e-06 | 2271.6ms/step | 8.8 samples/s +Step 40960/44000 | Loss: 2.8759 | LR: 6.07e-06 | 2283.1ms/step | 8.8 samples/s +Step 40970/44000 | Loss: 2.8854 | LR: 6.03e-06 | 2309.0ms/step | 8.7 samples/s +Step 40980/44000 | Loss: 2.8882 | LR: 5.99e-06 | 2266.6ms/step | 8.8 samples/s +Step 40990/44000 | Loss: 2.8495 | LR: 5.95e-06 | 2264.1ms/step | 8.8 samples/s +Step 41000/44000 | Loss: 2.8796 | LR: 5.91e-06 | 2115.4ms/step | 9.5 samples/s +Validation at step 41000: Loss = 2.8946, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-41000 +Step 41010/44000 | Loss: 2.9102 | LR: 5.87e-06 | 4684.8ms/step | 4.3 samples/s +Step 41020/44000 | Loss: 2.9145 | LR: 5.83e-06 | 2322.5ms/step | 8.6 samples/s +Step 41030/44000 | Loss: 2.9620 | LR: 5.80e-06 | 2281.1ms/step | 8.8 samples/s +Step 41040/44000 | Loss: 2.8783 | LR: 5.76e-06 | 2280.7ms/step | 8.8 samples/s +Step 41050/44000 | Loss: 2.8770 | LR: 5.72e-06 | 2253.8ms/step | 8.9 samples/s +Step 41060/44000 | Loss: 2.8975 | LR: 5.68e-06 | 2255.7ms/step | 8.9 samples/s +Step 41070/44000 | Loss: 2.8787 | LR: 5.64e-06 | 2227.2ms/step | 9.0 samples/s +Step 41080/44000 | Loss: 2.8503 | LR: 5.60e-06 | 2253.2ms/step | 8.9 samples/s +Step 41090/44000 | Loss: 2.8978 | LR: 5.56e-06 | 2221.3ms/step | 9.0 samples/s +Step 41100/44000 | Loss: 2.8985 | LR: 5.53e-06 | 2269.5ms/step | 8.8 samples/s +Step 41110/44000 | Loss: 2.8787 | LR: 5.49e-06 | 2305.7ms/step | 8.7 samples/s +Step 41120/44000 | Loss: 2.9269 | LR: 5.45e-06 | 2321.5ms/step | 8.6 samples/s +Step 41130/44000 | Loss: 2.9106 | LR: 5.41e-06 | 2267.5ms/step | 8.8 samples/s +Step 41140/44000 | Loss: 2.8723 | LR: 5.38e-06 | 2306.8ms/step | 8.7 samples/s +Step 41150/44000 | Loss: 2.9097 | LR: 5.34e-06 | 2314.9ms/step | 8.6 samples/s +Step 41160/44000 | Loss: 2.8880 | LR: 5.30e-06 | 2253.3ms/step | 8.9 samples/s +Step 41170/44000 | Loss: 2.8523 | LR: 5.26e-06 | 2305.2ms/step | 8.7 samples/s +Step 41180/44000 | Loss: 2.9096 | LR: 5.23e-06 | 2287.7ms/step | 8.7 samples/s +Step 41190/44000 | Loss: 2.9296 | LR: 5.19e-06 | 2344.8ms/step | 8.5 samples/s +Step 41200/44000 | Loss: 2.9098 | LR: 5.15e-06 | 2336.9ms/step | 8.6 samples/s +Step 41210/44000 | Loss: 2.9097 | LR: 5.12e-06 | 2345.1ms/step | 8.5 samples/s +Step 41220/44000 | Loss: 2.9124 | LR: 5.08e-06 | 2313.5ms/step | 8.6 samples/s +Step 41230/44000 | Loss: 2.9085 | LR: 5.04e-06 | 2319.7ms/step | 8.6 samples/s +Step 41240/44000 | Loss: 2.8974 | LR: 5.01e-06 | 2287.6ms/step | 8.7 samples/s +Step 41250/44000 | Loss: 2.8931 | LR: 4.97e-06 | 2244.8ms/step | 8.9 samples/s +Step 41260/44000 | Loss: 2.9186 | LR: 4.94e-06 | 2272.6ms/step | 8.8 samples/s +Step 41270/44000 | Loss: 2.8695 | LR: 4.90e-06 | 2274.6ms/step | 8.8 samples/s +Step 41280/44000 | Loss: 2.8915 | LR: 4.86e-06 | 2317.8ms/step | 8.6 samples/s +Step 41290/44000 | Loss: 2.9173 | LR: 4.83e-06 | 2261.3ms/step | 8.8 samples/s +Step 41300/44000 | Loss: 2.8806 | LR: 4.79e-06 | 2307.3ms/step | 8.7 samples/s +Step 41310/44000 | Loss: 2.8630 | LR: 4.76e-06 | 2245.6ms/step | 8.9 samples/s +Step 41320/44000 | Loss: 2.8664 | LR: 4.72e-06 | 2318.0ms/step | 8.6 samples/s +Step 41330/44000 | Loss: 2.8847 | LR: 4.69e-06 | 2284.1ms/step | 8.8 samples/s +Step 41340/44000 | Loss: 2.9142 | LR: 4.65e-06 | 2290.4ms/step | 8.7 samples/s +Step 41350/44000 | Loss: 2.8726 | LR: 4.62e-06 | 2288.5ms/step | 8.7 samples/s +Step 41360/44000 | Loss: 2.8646 | LR: 4.58e-06 | 2321.6ms/step | 8.6 samples/s +Step 41370/44000 | Loss: 2.8964 | LR: 4.55e-06 | 2264.6ms/step | 8.8 samples/s +Step 41380/44000 | Loss: 2.9004 | LR: 4.51e-06 | 2352.9ms/step | 8.5 samples/s +Step 41390/44000 | Loss: 2.8878 | LR: 4.48e-06 | 2286.3ms/step | 8.7 samples/s +Step 41400/44000 | Loss: 2.8633 | LR: 4.45e-06 | 2319.8ms/step | 8.6 samples/s +Step 41410/44000 | Loss: 2.8890 | LR: 4.41e-06 | 2317.2ms/step | 8.6 samples/s +Step 41420/44000 | Loss: 2.8874 | LR: 4.38e-06 | 2372.7ms/step | 8.4 samples/s +Step 41430/44000 | Loss: 2.9082 | LR: 4.34e-06 | 2317.0ms/step | 8.6 samples/s +Step 41440/44000 | Loss: 2.9155 | LR: 4.31e-06 | 2322.5ms/step | 8.6 samples/s +Step 41450/44000 | Loss: 2.8871 | LR: 4.28e-06 | 2316.1ms/step | 8.6 samples/s +Step 41460/44000 | Loss: 2.8794 | LR: 4.24e-06 | 2273.9ms/step | 8.8 samples/s +Step 41470/44000 | Loss: 2.8714 | LR: 4.21e-06 | 2270.1ms/step | 8.8 samples/s +Step 41480/44000 | Loss: 2.8988 | LR: 4.18e-06 | 2298.6ms/step | 8.7 samples/s +Step 41490/44000 | Loss: 2.8683 | LR: 4.14e-06 | 2266.6ms/step | 8.8 samples/s +Step 41500/44000 | Loss: 2.8844 | LR: 4.11e-06 | 2304.2ms/step | 8.7 samples/s +Step 41510/44000 | Loss: 2.8855 | LR: 4.08e-06 | 2333.9ms/step | 8.6 samples/s +Step 41520/44000 | Loss: 2.8437 | LR: 4.05e-06 | 2307.6ms/step | 8.7 samples/s +Step 41530/44000 | Loss: 2.8852 | LR: 4.01e-06 | 2304.3ms/step | 8.7 samples/s +Step 41540/44000 | Loss: 2.8769 | LR: 3.98e-06 | 2284.1ms/step | 8.8 samples/s +Step 41550/44000 | Loss: 2.8686 | LR: 3.95e-06 | 2286.4ms/step | 8.7 samples/s +Step 41560/44000 | Loss: 2.8752 | LR: 3.92e-06 | 2319.7ms/step | 8.6 samples/s +Step 41570/44000 | Loss: 2.8822 | LR: 3.88e-06 | 2305.5ms/step | 8.7 samples/s +Step 41580/44000 | Loss: 2.8648 | LR: 3.85e-06 | 2327.1ms/step | 8.6 samples/s +Step 41590/44000 | Loss: 2.8775 | LR: 3.82e-06 | 2345.1ms/step | 8.5 samples/s +Step 41600/44000 | Loss: 2.8715 | LR: 3.79e-06 | 2308.4ms/step | 8.7 samples/s +Step 41610/44000 | Loss: 2.9259 | LR: 3.76e-06 | 2286.3ms/step | 8.7 samples/s +Step 41620/44000 | Loss: 2.8417 | LR: 3.73e-06 | 2361.7ms/step | 8.5 samples/s +Step 41630/44000 | Loss: 2.8862 | LR: 3.70e-06 | 2299.9ms/step | 8.7 samples/s +Step 41640/44000 | Loss: 2.9020 | LR: 3.66e-06 | 2343.5ms/step | 8.5 samples/s +Step 41650/44000 | Loss: 2.9219 | LR: 3.63e-06 | 2337.2ms/step | 8.6 samples/s +Step 41660/44000 | Loss: 2.8677 | LR: 3.60e-06 | 2305.7ms/step | 8.7 samples/s +Step 41670/44000 | Loss: 2.8864 | LR: 3.57e-06 | 2352.7ms/step | 8.5 samples/s +Step 41680/44000 | Loss: 2.8875 | LR: 3.54e-06 | 2300.8ms/step | 8.7 samples/s +Step 41690/44000 | Loss: 2.9158 | LR: 3.51e-06 | 2304.8ms/step | 8.7 samples/s +Step 41700/44000 | Loss: 2.8756 | LR: 3.48e-06 | 2333.2ms/step | 8.6 samples/s +Step 41710/44000 | Loss: 2.8558 | LR: 3.45e-06 | 2326.6ms/step | 8.6 samples/s +Step 41720/44000 | Loss: 2.8606 | LR: 3.42e-06 | 2305.5ms/step | 8.7 samples/s +Step 41730/44000 | Loss: 2.8853 | LR: 3.39e-06 | 2341.9ms/step | 8.5 samples/s +Step 41740/44000 | Loss: 2.8903 | LR: 3.36e-06 | 2334.8ms/step | 8.6 samples/s +Step 41750/44000 | Loss: 2.8762 | LR: 3.33e-06 | 2321.6ms/step | 8.6 samples/s +Step 41760/44000 | Loss: 2.8801 | LR: 3.30e-06 | 2296.3ms/step | 8.7 samples/s +Step 41770/44000 | Loss: 2.8694 | LR: 3.27e-06 | 2316.2ms/step | 8.6 samples/s +Step 41780/44000 | Loss: 2.9224 | LR: 3.24e-06 | 2331.5ms/step | 8.6 samples/s +Step 41790/44000 | Loss: 2.9126 | LR: 3.21e-06 | 2294.6ms/step | 8.7 samples/s +Step 41800/44000 | Loss: 2.9098 | LR: 3.19e-06 | 2266.7ms/step | 8.8 samples/s +Step 41810/44000 | Loss: 2.8771 | LR: 3.16e-06 | 2275.9ms/step | 8.8 samples/s +Step 41820/44000 | Loss: 2.9013 | LR: 3.13e-06 | 2330.9ms/step | 8.6 samples/s +Step 41830/44000 | Loss: 2.8696 | LR: 3.10e-06 | 2344.0ms/step | 8.5 samples/s +Step 41840/44000 | Loss: 2.9192 | LR: 3.07e-06 | 2317.3ms/step | 8.6 samples/s +Step 41850/44000 | Loss: 2.8844 | LR: 3.04e-06 | 2324.2ms/step | 8.6 samples/s +Step 41860/44000 | Loss: 2.8518 | LR: 3.01e-06 | 2300.8ms/step | 8.7 samples/s +Step 41870/44000 | Loss: 2.8358 | LR: 2.99e-06 | 2311.5ms/step | 8.7 samples/s +Step 41880/44000 | Loss: 2.9329 | LR: 2.96e-06 | 2316.3ms/step | 8.6 samples/s +Step 41890/44000 | Loss: 2.8993 | LR: 2.93e-06 | 2284.5ms/step | 8.8 samples/s +Step 41900/44000 | Loss: 2.8697 | LR: 2.90e-06 | 2331.8ms/step | 8.6 samples/s +Step 41910/44000 | Loss: 2.9007 | LR: 2.88e-06 | 2277.5ms/step | 8.8 samples/s +Step 41920/44000 | Loss: 2.8926 | LR: 2.85e-06 | 2336.7ms/step | 8.6 samples/s +Step 41930/44000 | Loss: 2.8746 | LR: 2.82e-06 | 2278.6ms/step | 8.8 samples/s +Step 41940/44000 | Loss: 2.8901 | LR: 2.79e-06 | 2274.3ms/step | 8.8 samples/s +Step 41950/44000 | Loss: 2.8603 | LR: 2.77e-06 | 2306.1ms/step | 8.7 samples/s +Step 41960/44000 | Loss: 2.9211 | LR: 2.74e-06 | 2298.0ms/step | 8.7 samples/s +Step 41970/44000 | Loss: 2.9045 | LR: 2.71e-06 | 2274.6ms/step | 8.8 samples/s +Step 41980/44000 | Loss: 2.9158 | LR: 2.69e-06 | 2316.1ms/step | 8.6 samples/s +Step 41990/44000 | Loss: 2.8802 | LR: 2.66e-06 | 2135.9ms/step | 9.4 samples/s +Step 42000/44000 | Loss: 2.8633 | LR: 2.63e-06 | 2270.8ms/step | 8.8 samples/s +Validation at step 42000: Loss = 2.8945, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-42000 +Step 42010/44000 | Loss: 2.8971 | LR: 2.61e-06 | 4680.6ms/step | 4.3 samples/s +Step 42020/44000 | Loss: 2.8799 | LR: 2.58e-06 | 2289.7ms/step | 8.7 samples/s +Step 42030/44000 | Loss: 2.8983 | LR: 2.56e-06 | 2328.5ms/step | 8.6 samples/s +Step 42040/44000 | Loss: 2.9064 | LR: 2.53e-06 | 2303.7ms/step | 8.7 samples/s +Step 42050/44000 | Loss: 2.9364 | LR: 2.50e-06 | 2304.4ms/step | 8.7 samples/s +Step 42060/44000 | Loss: 2.9194 | LR: 2.48e-06 | 2269.2ms/step | 8.8 samples/s +Step 42070/44000 | Loss: 2.8802 | LR: 2.45e-06 | 2343.4ms/step | 8.5 samples/s +Step 42080/44000 | Loss: 2.8810 | LR: 2.43e-06 | 2295.9ms/step | 8.7 samples/s +Step 42090/44000 | Loss: 2.8994 | LR: 2.40e-06 | 2300.7ms/step | 8.7 samples/s +Step 42100/44000 | Loss: 2.8612 | LR: 2.38e-06 | 2310.7ms/step | 8.7 samples/s +Step 42110/44000 | Loss: 2.8751 | LR: 2.35e-06 | 2274.4ms/step | 8.8 samples/s +Step 42120/44000 | Loss: 2.9358 | LR: 2.33e-06 | 2279.7ms/step | 8.8 samples/s +Step 42130/44000 | Loss: 2.8984 | LR: 2.30e-06 | 2305.6ms/step | 8.7 samples/s +Step 42140/44000 | Loss: 2.8678 | LR: 2.28e-06 | 2284.8ms/step | 8.8 samples/s +Step 42150/44000 | Loss: 2.9131 | LR: 2.25e-06 | 2267.5ms/step | 8.8 samples/s +Step 42160/44000 | Loss: 2.9431 | LR: 2.23e-06 | 2291.2ms/step | 8.7 samples/s +Step 42170/44000 | Loss: 2.8667 | LR: 2.21e-06 | 2319.3ms/step | 8.6 samples/s +Step 42180/44000 | Loss: 2.8975 | LR: 2.18e-06 | 2301.5ms/step | 8.7 samples/s +Step 42190/44000 | Loss: 2.8898 | LR: 2.16e-06 | 2285.3ms/step | 8.8 samples/s +Step 42200/44000 | Loss: 2.8790 | LR: 2.13e-06 | 2289.1ms/step | 8.7 samples/s +Step 42210/44000 | Loss: 2.8318 | LR: 2.11e-06 | 2295.1ms/step | 8.7 samples/s +Step 42220/44000 | Loss: 2.8693 | LR: 2.09e-06 | 2283.5ms/step | 8.8 samples/s +Step 42230/44000 | Loss: 2.8800 | LR: 2.06e-06 | 2286.2ms/step | 8.7 samples/s +Step 42240/44000 | Loss: 2.8841 | LR: 2.04e-06 | 2327.7ms/step | 8.6 samples/s +Step 42250/44000 | Loss: 2.8792 | LR: 2.02e-06 | 2315.4ms/step | 8.6 samples/s +Step 42260/44000 | Loss: 2.9046 | LR: 1.99e-06 | 2326.1ms/step | 8.6 samples/s +Step 42270/44000 | Loss: 2.9066 | LR: 1.97e-06 | 2303.3ms/step | 8.7 samples/s +Step 42280/44000 | Loss: 2.8968 | LR: 1.95e-06 | 2298.9ms/step | 8.7 samples/s +Step 42290/44000 | Loss: 2.8595 | LR: 1.93e-06 | 2288.8ms/step | 8.7 samples/s +Step 42300/44000 | Loss: 2.9023 | LR: 1.90e-06 | 2319.8ms/step | 8.6 samples/s +Step 42310/44000 | Loss: 2.8831 | LR: 1.88e-06 | 2321.2ms/step | 8.6 samples/s +Step 42320/44000 | Loss: 2.9011 | LR: 1.86e-06 | 2293.8ms/step | 8.7 samples/s +Step 42330/44000 | Loss: 2.8816 | LR: 1.84e-06 | 2320.8ms/step | 8.6 samples/s +Step 42340/44000 | Loss: 2.8999 | LR: 1.82e-06 | 2320.6ms/step | 8.6 samples/s +Step 42350/44000 | Loss: 2.9005 | LR: 1.79e-06 | 2318.6ms/step | 8.6 samples/s +Step 42360/44000 | Loss: 2.9183 | LR: 1.77e-06 | 2333.4ms/step | 8.6 samples/s +Step 42370/44000 | Loss: 2.8890 | LR: 1.75e-06 | 2321.4ms/step | 8.6 samples/s +Step 42380/44000 | Loss: 2.8596 | LR: 1.73e-06 | 2278.6ms/step | 8.8 samples/s +Step 42390/44000 | Loss: 2.9235 | LR: 1.71e-06 | 2299.3ms/step | 8.7 samples/s +Step 42400/44000 | Loss: 2.8682 | LR: 1.69e-06 | 2280.3ms/step | 8.8 samples/s +Step 42410/44000 | Loss: 2.8657 | LR: 1.67e-06 | 2302.9ms/step | 8.7 samples/s +Step 42420/44000 | Loss: 2.8810 | LR: 1.64e-06 | 2288.6ms/step | 8.7 samples/s +Step 42430/44000 | Loss: 2.8707 | LR: 1.62e-06 | 2309.7ms/step | 8.7 samples/s +Step 42440/44000 | Loss: 2.8816 | LR: 1.60e-06 | 2305.8ms/step | 8.7 samples/s +Step 42450/44000 | Loss: 2.8765 | LR: 1.58e-06 | 2330.7ms/step | 8.6 samples/s +Step 42460/44000 | Loss: 2.8668 | LR: 1.56e-06 | 2354.4ms/step | 8.5 samples/s +Step 42470/44000 | Loss: 2.8692 | LR: 1.54e-06 | 2310.5ms/step | 8.7 samples/s +Step 42480/44000 | Loss: 2.9084 | LR: 1.52e-06 | 2326.3ms/step | 8.6 samples/s +Step 42490/44000 | Loss: 2.8981 | LR: 1.50e-06 | 2305.5ms/step | 8.7 samples/s +Step 42500/44000 | Loss: 2.9018 | LR: 1.48e-06 | 2310.5ms/step | 8.7 samples/s +Step 42510/44000 | Loss: 2.9276 | LR: 1.46e-06 | 2300.4ms/step | 8.7 samples/s +Step 42520/44000 | Loss: 2.8998 | LR: 1.44e-06 | 2263.8ms/step | 8.8 samples/s +Step 42530/44000 | Loss: 2.8968 | LR: 1.42e-06 | 2300.7ms/step | 8.7 samples/s +Step 42540/44000 | Loss: 2.9310 | LR: 1.40e-06 | 2265.6ms/step | 8.8 samples/s +Step 42550/44000 | Loss: 2.8741 | LR: 1.39e-06 | 2305.2ms/step | 8.7 samples/s +Step 42560/44000 | Loss: 2.8847 | LR: 1.37e-06 | 2360.4ms/step | 8.5 samples/s +Step 42570/44000 | Loss: 2.9049 | LR: 1.35e-06 | 2287.8ms/step | 8.7 samples/s +Step 42580/44000 | Loss: 2.9472 | LR: 1.33e-06 | 2292.4ms/step | 8.7 samples/s +Step 42590/44000 | Loss: 2.8730 | LR: 1.31e-06 | 2315.5ms/step | 8.6 samples/s +Step 42600/44000 | Loss: 2.8806 | LR: 1.29e-06 | 2281.0ms/step | 8.8 samples/s +Step 42610/44000 | Loss: 2.9019 | LR: 1.27e-06 | 2352.4ms/step | 8.5 samples/s +Step 42620/44000 | Loss: 2.8811 | LR: 1.25e-06 | 2347.0ms/step | 8.5 samples/s +Step 42630/44000 | Loss: 2.9089 | LR: 1.24e-06 | 2303.3ms/step | 8.7 samples/s +Step 42640/44000 | Loss: 2.9035 | LR: 1.22e-06 | 2295.7ms/step | 8.7 samples/s +Step 42650/44000 | Loss: 2.9126 | LR: 1.20e-06 | 2290.4ms/step | 8.7 samples/s +Step 42660/44000 | Loss: 2.8670 | LR: 1.18e-06 | 2295.1ms/step | 8.7 samples/s +Step 42670/44000 | Loss: 2.8866 | LR: 1.17e-06 | 2284.5ms/step | 8.8 samples/s +Step 42680/44000 | Loss: 2.8904 | LR: 1.15e-06 | 2305.7ms/step | 8.7 samples/s +Step 42690/44000 | Loss: 2.9208 | LR: 1.13e-06 | 2338.6ms/step | 8.6 samples/s +Step 42700/44000 | Loss: 2.8656 | LR: 1.11e-06 | 2290.4ms/step | 8.7 samples/s +Step 42710/44000 | Loss: 2.8630 | LR: 1.10e-06 | 2274.5ms/step | 8.8 samples/s +Step 42720/44000 | Loss: 2.8892 | LR: 1.08e-06 | 2303.0ms/step | 8.7 samples/s +Step 42730/44000 | Loss: 2.8680 | LR: 1.06e-06 | 2308.3ms/step | 8.7 samples/s +Step 42740/44000 | Loss: 2.8764 | LR: 1.05e-06 | 2306.8ms/step | 8.7 samples/s +Step 42750/44000 | Loss: 2.9289 | LR: 1.03e-06 | 2327.3ms/step | 8.6 samples/s +Step 42760/44000 | Loss: 2.8778 | LR: 1.01e-06 | 2270.4ms/step | 8.8 samples/s +Step 42770/44000 | Loss: 2.8831 | LR: 9.97e-07 | 2333.0ms/step | 8.6 samples/s +Step 42780/44000 | Loss: 2.9150 | LR: 9.81e-07 | 2269.3ms/step | 8.8 samples/s +Step 42790/44000 | Loss: 2.9127 | LR: 9.65e-07 | 2306.4ms/step | 8.7 samples/s +Step 42800/44000 | Loss: 2.8869 | LR: 9.49e-07 | 2274.3ms/step | 8.8 samples/s +Step 42810/44000 | Loss: 2.9273 | LR: 9.33e-07 | 2307.0ms/step | 8.7 samples/s +Step 42820/44000 | Loss: 2.8940 | LR: 9.18e-07 | 2316.3ms/step | 8.6 samples/s +Step 42830/44000 | Loss: 2.8726 | LR: 9.02e-07 | 2295.8ms/step | 8.7 samples/s +Step 42840/44000 | Loss: 2.8843 | LR: 8.87e-07 | 2264.2ms/step | 8.8 samples/s +Step 42850/44000 | Loss: 2.9207 | LR: 8.72e-07 | 2342.6ms/step | 8.5 samples/s +Step 42860/44000 | Loss: 2.9013 | LR: 8.57e-07 | 2328.0ms/step | 8.6 samples/s +Step 42870/44000 | Loss: 2.8515 | LR: 8.42e-07 | 2274.5ms/step | 8.8 samples/s +Step 42880/44000 | Loss: 2.8529 | LR: 8.27e-07 | 2279.8ms/step | 8.8 samples/s +Step 42890/44000 | Loss: 2.8883 | LR: 8.12e-07 | 2294.4ms/step | 8.7 samples/s +Step 42900/44000 | Loss: 2.9280 | LR: 7.98e-07 | 2274.4ms/step | 8.8 samples/s +Step 42910/44000 | Loss: 2.8832 | LR: 7.83e-07 | 2282.1ms/step | 8.8 samples/s +Step 42920/44000 | Loss: 2.9137 | LR: 7.69e-07 | 2302.8ms/step | 8.7 samples/s +Step 42930/44000 | Loss: 2.8526 | LR: 7.55e-07 | 2324.0ms/step | 8.6 samples/s +Step 42940/44000 | Loss: 2.8827 | LR: 7.41e-07 | 2324.9ms/step | 8.6 samples/s +Step 42950/44000 | Loss: 2.8620 | LR: 7.27e-07 | 2287.3ms/step | 8.7 samples/s +Step 42960/44000 | Loss: 2.8806 | LR: 7.13e-07 | 2309.9ms/step | 8.7 samples/s +Step 42970/44000 | Loss: 2.9210 | LR: 6.99e-07 | 2308.1ms/step | 8.7 samples/s +Step 42980/44000 | Loss: 2.8711 | LR: 6.86e-07 | 2143.2ms/step | 9.3 samples/s +Step 42990/44000 | Loss: 2.8587 | LR: 6.72e-07 | 2279.2ms/step | 8.8 samples/s +Step 43000/44000 | Loss: 2.8667 | LR: 6.59e-07 | 2288.5ms/step | 8.7 samples/s +Validation at step 43000: Loss = 2.8945, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-43000 +Step 43010/44000 | Loss: 2.8685 | LR: 6.46e-07 | 4775.3ms/step | 4.2 samples/s +Step 43020/44000 | Loss: 2.8745 | LR: 6.33e-07 | 2294.9ms/step | 8.7 samples/s +Step 43030/44000 | Loss: 2.8230 | LR: 6.20e-07 | 2317.3ms/step | 8.6 samples/s +Step 43040/44000 | Loss: 2.8717 | LR: 6.08e-07 | 2306.7ms/step | 8.7 samples/s +Step 43050/44000 | Loss: 2.9121 | LR: 5.95e-07 | 2298.6ms/step | 8.7 samples/s +Step 43060/44000 | Loss: 2.8911 | LR: 5.83e-07 | 2310.6ms/step | 8.7 samples/s +Step 43070/44000 | Loss: 2.9059 | LR: 5.70e-07 | 2290.5ms/step | 8.7 samples/s +Step 43080/44000 | Loss: 2.8829 | LR: 5.58e-07 | 2333.5ms/step | 8.6 samples/s +Step 43090/44000 | Loss: 2.8389 | LR: 5.46e-07 | 2239.3ms/step | 8.9 samples/s +Step 43100/44000 | Loss: 2.8859 | LR: 5.34e-07 | 2294.8ms/step | 8.7 samples/s +Step 43110/44000 | Loss: 2.9028 | LR: 5.22e-07 | 2331.4ms/step | 8.6 samples/s +Step 43120/44000 | Loss: 2.8974 | LR: 5.11e-07 | 2305.4ms/step | 8.7 samples/s +Step 43130/44000 | Loss: 2.9531 | LR: 4.99e-07 | 2366.6ms/step | 8.5 samples/s +Step 43140/44000 | Loss: 2.8706 | LR: 4.88e-07 | 2275.9ms/step | 8.8 samples/s +Step 43150/44000 | Loss: 2.9294 | LR: 4.76e-07 | 2305.4ms/step | 8.7 samples/s +Step 43160/44000 | Loss: 2.8549 | LR: 4.65e-07 | 2290.0ms/step | 8.7 samples/s +Step 43170/44000 | Loss: 2.9336 | LR: 4.54e-07 | 2279.8ms/step | 8.8 samples/s +Step 43180/44000 | Loss: 2.9274 | LR: 4.43e-07 | 2292.5ms/step | 8.7 samples/s +Step 43190/44000 | Loss: 2.9058 | LR: 4.33e-07 | 2261.4ms/step | 8.8 samples/s +Step 43200/44000 | Loss: 2.8795 | LR: 4.22e-07 | 2305.4ms/step | 8.7 samples/s +Step 43210/44000 | Loss: 2.8728 | LR: 4.12e-07 | 2264.2ms/step | 8.8 samples/s +Step 43220/44000 | Loss: 2.8947 | LR: 4.01e-07 | 2306.0ms/step | 8.7 samples/s +Step 43230/44000 | Loss: 2.8919 | LR: 3.91e-07 | 2354.9ms/step | 8.5 samples/s +Step 43240/44000 | Loss: 2.8804 | LR: 3.81e-07 | 2316.2ms/step | 8.6 samples/s +Step 43250/44000 | Loss: 2.9181 | LR: 3.71e-07 | 2347.6ms/step | 8.5 samples/s +Step 43260/44000 | Loss: 2.8782 | LR: 3.61e-07 | 2353.6ms/step | 8.5 samples/s +Step 43270/44000 | Loss: 2.8798 | LR: 3.51e-07 | 2279.8ms/step | 8.8 samples/s +Step 43280/44000 | Loss: 2.9345 | LR: 3.42e-07 | 2285.2ms/step | 8.8 samples/s +Step 43290/44000 | Loss: 2.8603 | LR: 3.32e-07 | 2271.4ms/step | 8.8 samples/s +Step 43300/44000 | Loss: 2.9087 | LR: 3.23e-07 | 2383.4ms/step | 8.4 samples/s +Step 43310/44000 | Loss: 2.9056 | LR: 3.14e-07 | 2263.4ms/step | 8.8 samples/s +Step 43320/44000 | Loss: 2.9023 | LR: 3.05e-07 | 2267.5ms/step | 8.8 samples/s +Step 43330/44000 | Loss: 2.8791 | LR: 2.96e-07 | 2341.1ms/step | 8.5 samples/s +Step 43340/44000 | Loss: 2.9159 | LR: 2.87e-07 | 2315.6ms/step | 8.6 samples/s +Step 43350/44000 | Loss: 2.9024 | LR: 2.79e-07 | 2311.4ms/step | 8.7 samples/s +Step 43360/44000 | Loss: 2.9125 | LR: 2.70e-07 | 2259.1ms/step | 8.9 samples/s +Step 43370/44000 | Loss: 2.8613 | LR: 2.62e-07 | 2299.4ms/step | 8.7 samples/s +Step 43380/44000 | Loss: 2.8801 | LR: 2.53e-07 | 2304.9ms/step | 8.7 samples/s +Step 43390/44000 | Loss: 2.9187 | LR: 2.45e-07 | 2314.6ms/step | 8.6 samples/s +Step 43400/44000 | Loss: 2.8602 | LR: 2.37e-07 | 2330.5ms/step | 8.6 samples/s +Step 43410/44000 | Loss: 2.8828 | LR: 2.30e-07 | 2287.7ms/step | 8.7 samples/s +Step 43420/44000 | Loss: 2.8641 | LR: 2.22e-07 | 2258.4ms/step | 8.9 samples/s +Step 43430/44000 | Loss: 2.8823 | LR: 2.14e-07 | 2331.6ms/step | 8.6 samples/s +Step 43440/44000 | Loss: 2.9075 | LR: 2.07e-07 | 2294.3ms/step | 8.7 samples/s +Step 43450/44000 | Loss: 2.9180 | LR: 1.99e-07 | 2316.7ms/step | 8.6 samples/s +Step 43460/44000 | Loss: 2.9127 | LR: 1.92e-07 | 2324.8ms/step | 8.6 samples/s +Step 43470/44000 | Loss: 2.9174 | LR: 1.85e-07 | 2258.4ms/step | 8.9 samples/s +Step 43480/44000 | Loss: 2.8547 | LR: 1.78e-07 | 2293.9ms/step | 8.7 samples/s +Step 43490/44000 | Loss: 2.8810 | LR: 1.72e-07 | 2287.7ms/step | 8.7 samples/s +Step 43500/44000 | Loss: 2.9049 | LR: 1.65e-07 | 2331.3ms/step | 8.6 samples/s +Step 43510/44000 | Loss: 2.9189 | LR: 1.58e-07 | 2355.1ms/step | 8.5 samples/s +Step 43520/44000 | Loss: 2.8906 | LR: 1.52e-07 | 2363.0ms/step | 8.5 samples/s +Step 43530/44000 | Loss: 2.8534 | LR: 1.46e-07 | 2273.9ms/step | 8.8 samples/s +Step 43540/44000 | Loss: 2.8892 | LR: 1.40e-07 | 2285.1ms/step | 8.8 samples/s +Step 43550/44000 | Loss: 2.8991 | LR: 1.34e-07 | 2305.6ms/step | 8.7 samples/s +Step 43560/44000 | Loss: 2.9156 | LR: 1.28e-07 | 2280.0ms/step | 8.8 samples/s +Step 43570/44000 | Loss: 2.8773 | LR: 1.22e-07 | 2335.7ms/step | 8.6 samples/s +Step 43580/44000 | Loss: 2.8999 | LR: 1.16e-07 | 2366.8ms/step | 8.5 samples/s +Step 43590/44000 | Loss: 2.8863 | LR: 1.11e-07 | 2294.7ms/step | 8.7 samples/s +Step 43600/44000 | Loss: 2.8477 | LR: 1.06e-07 | 2308.1ms/step | 8.7 samples/s +Step 43610/44000 | Loss: 2.8780 | LR: 1.00e-07 | 2298.2ms/step | 8.7 samples/s +Step 43620/44000 | Loss: 2.9008 | LR: 9.52e-08 | 2306.7ms/step | 8.7 samples/s +Step 43630/44000 | Loss: 2.8442 | LR: 9.03e-08 | 2321.5ms/step | 8.6 samples/s +Step 43640/44000 | Loss: 2.8909 | LR: 8.55e-08 | 2288.9ms/step | 8.7 samples/s +Step 43650/44000 | Loss: 2.8914 | LR: 8.08e-08 | 2310.7ms/step | 8.7 samples/s +Step 43660/44000 | Loss: 2.9065 | LR: 7.62e-08 | 2310.8ms/step | 8.7 samples/s +Step 43670/44000 | Loss: 2.9074 | LR: 7.18e-08 | 2274.9ms/step | 8.8 samples/s +Step 43680/44000 | Loss: 2.8797 | LR: 6.75e-08 | 2269.3ms/step | 8.8 samples/s +Step 43690/44000 | Loss: 2.8927 | LR: 6.34e-08 | 2290.3ms/step | 8.7 samples/s +Step 43700/44000 | Loss: 2.8798 | LR: 5.94e-08 | 2361.8ms/step | 8.5 samples/s +Step 43710/44000 | Loss: 2.8436 | LR: 5.55e-08 | 2302.2ms/step | 8.7 samples/s +Step 43720/44000 | Loss: 2.8517 | LR: 5.17e-08 | 2291.1ms/step | 8.7 samples/s +Step 43730/44000 | Loss: 2.8563 | LR: 4.81e-08 | 2263.3ms/step | 8.8 samples/s +Step 43740/44000 | Loss: 2.8551 | LR: 4.46e-08 | 2327.4ms/step | 8.6 samples/s +Step 43750/44000 | Loss: 2.8998 | LR: 4.12e-08 | 2280.0ms/step | 8.8 samples/s +Step 43760/44000 | Loss: 2.8663 | LR: 3.80e-08 | 2279.6ms/step | 8.8 samples/s +Step 43770/44000 | Loss: 2.8571 | LR: 3.49e-08 | 2278.8ms/step | 8.8 samples/s +Step 43780/44000 | Loss: 2.8369 | LR: 3.19e-08 | 2316.5ms/step | 8.6 samples/s +Step 43790/44000 | Loss: 2.8778 | LR: 2.91e-08 | 2323.6ms/step | 8.6 samples/s +Step 43800/44000 | Loss: 2.9006 | LR: 2.64e-08 | 2293.8ms/step | 8.7 samples/s +Step 43810/44000 | Loss: 2.8455 | LR: 2.38e-08 | 2311.0ms/step | 8.7 samples/s +Step 43820/44000 | Loss: 2.8968 | LR: 2.14e-08 | 2319.5ms/step | 8.6 samples/s +Step 43830/44000 | Loss: 2.9075 | LR: 1.91e-08 | 2316.4ms/step | 8.6 samples/s +Step 43840/44000 | Loss: 2.8757 | LR: 1.69e-08 | 2285.5ms/step | 8.8 samples/s +Step 43850/44000 | Loss: 2.8732 | LR: 1.48e-08 | 2275.0ms/step | 8.8 samples/s 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2.64e-10 | 1913.9ms/step | 10.4 samples/s +Step 43990/44000 | Loss: 2.8688 | LR: 6.60e-11 | 1915.2ms/step | 10.4 samples/s +Step 44000/44000 | Loss: 2.8571 | LR: 0.00e+00 | 1914.5ms/step | 10.4 samples/s +Validation at step 44000: Loss = 2.8946, Perplexity = 18.08 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-44000 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed44/run_20260819_153858/checkpoint-44000 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 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[wandb_run.py:_redirect():2495] Redirects installed. +2026-08-20 14:08:16,001 INFO MainThread:360 [wandb_init.py:init():1094] run started, returning control to user process +2026-08-21 07:31:11,228 INFO MainThread:360 [wandb_run.py:_finish():2321] finishing run ruben-navasardyan4869-epfl/stochastic_sparsity/bajm6b15 +2026-08-21 07:31:11,229 INFO MainThread:360 [wandb_run.py:_atexit_cleanup():2520] got exitcode: 0 +2026-08-21 07:31:11,230 INFO MainThread:360 [wandb_run.py:_restore():2502] restore +2026-08-21 07:31:11,230 INFO MainThread:360 [wandb_run.py:_restore():2508] restore done +2026-08-21 07:31:13,245 INFO MainThread:360 [wandb_run.py:_footer_sync_info():3889] logging synced files diff --git a/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/run-bajm6b15.wandb b/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/run-bajm6b15.wandb new file mode 100644 index 0000000000000000000000000000000000000000..78828a8a410efeefb02eccd6e6874b332978a89d --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_140814-bajm6b15/run-bajm6b15.wandb @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f739930e3b4543a564b89f8ff6e72d7d07495836281322e481c17f1a162e314e +size 12324377 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/config.yaml b/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..838ffbefac25b7ef894fa16e439768a68b2c306d --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/config.yaml @@ -0,0 +1,184 @@ +_wandb: + value: + cli_version: 0.26.1 + e: + mkv4jtz4fzkoz1u7bnodz4fizbdn0rho: + args: + - --config + - /mloscratch/homes/navasard/sparse/configs_ropectl/resume_a1p0_wandb/seed46.json + codePath: train.py + codePathLocal: train.py + cpu_count: 96 + cpu_count_logical: 192 + cudaVersion: "13.0" + disk: + /: + total: "9374931091456" + used: "5355710636032" + email: ruben.navasardyan@mail.utoronto.ca + executable: /mloscratch/homes/navasard/conda/bin/python3.13 + git: + commit: 5637886f0cc760009989b14e68c6ae06d4827418 + remote: https://github.com/rubentium/TokenPrune.git + gpu: NVIDIA H100 80GB HBM3 + gpu_count: 1 + gpu_nvidia: + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "85520809984" + name: NVIDIA H100 80GB HBM3 + uuid: GPU-32209e2e-7887-e730-7611-251622a8e78f + host: h100-workspace-0-0 + memory: + total: "1623005626368" + os: Linux-6.8.0-124-generic-x86_64-with-glibc2.35 + program: /mloscratch/homes/navasard/sparse/SparseAtt/train.py + python: CPython 3.13.13 + root: /mloscratch/homes/navasard/sparse/SparseAtt + startedAt: "2026-08-20T14:47:58.454100Z" + writerId: mkv4jtz4fzkoz1u7bnodz4fizbdn0rho + m: [] + python_version: 3.13.13 + t: + "1": + - 1 + - 5 + - 11 + - 49 + - 51 + - 53 + - 71 + "2": + - 1 + - 5 + - 11 + - 49 + - 51 + - 53 + - 71 + "3": + - 2 + - 5 + - 13 + - 14 + - 15 + - 16 + - 61 + - 62 + "4": 3.13.13 + "5": 0.26.1 + "6": 5.7.0 + "12": 0.26.1 + "13": linux-x86_64 +attention_dropout: + value: 0 +attention_type: + value: sparse_stochastic +checkpoint_activations: + value: false +dense_mode: + value: true +dense_step_intervals: + value: null +eval_batches: + value: 50 +eval_steps: + value: 1000 +force_new_run: + value: false +gradient_accumulation_steps: + value: 10 +head_dim: + value: null +hidden_size: + value: 768 +init_from_scratch: + value: true +intermediate_size: + value: 3072 +learning_rate: + value: 0.0005 +logging_steps: + value: 10 +lr_scheduler: + value: cosine +max_grad_norm: + value: 1 +max_seq_length: + value: 8192 +max_steps: + value: 44000 +mixed_precision: + value: bf16 +model_dtype: + value: bfloat16 +model_path: + value: /mloscratch/homes/navasard/qwen3_06b_base +num_attention_heads: + value: 6 +num_epochs: + value: 1 +num_hidden_layers: + value: 28 +num_key_value_heads: + value: 2 +num_workers: + value: 8 +output_dir: + value: /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735 +per_device_batch_size: + value: 2 +resume_from_checkpoint: + value: /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-17000 +rope_train_position_scale_set: + value: + - 1 + - 0.9896339488176222 + - 0.9692159692159692 + - 0.9420289855072463 + - 0.8730158730158729 +save_steps: + value: 1000 +seed: + value: 46 +sparse_block_size: + value: 128 +sparse_layer_indices: + value: null +sparse_mask_cache_dir: + value: null +sparse_mask_pool_size: + value: 1 +sparse_mask_seed: + value: 0 +sparse_mixed_nrb_set: + value: null +sparse_num_random_blocks: + value: 31 +sparse_val_dense_compare: + value: false +strategy: + value: ddp +train_path: + value: /mloscratch/homes/navasard/data/fineweb_large/tokenized +val_path: + value: null +verbose: + value: true +wandb_enabled: + value: true +wandb_name: + value: l8k365m_dense_ropectl_a1p0_seed46 +wandb_project: + value: stochastic_sparsity +wandb_tags: + value: + - qwen3 + - 365m + - 8k + - dense + - rope-control +warmup_steps: + value: 750 +weight_decay: + value: 0.01 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..52f72579dab413968eda8aa260a79c7bcac01484 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/output.log @@ -0,0 +1,2810 @@ +Starting training... +Validation at step 17000: Loss = 3.0033, Perplexity = 20.15 +wandb: WARNING Tried to log to step 17000 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Switching attention mode for step 17001: dense (dense step interval) +Step 17010/44000 | Loss: 2.9642 | LR: 3.45e-04 | 31919.0ms/step | 0.6 samples/s +wandb: WARNING Tried to log to step 17010 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17020/44000 | Loss: 3.0297 | LR: 3.45e-04 | 1374.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17020 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17030/44000 | Loss: 3.0065 | LR: 3.45e-04 | 1373.8ms/step | 14.6 samples/s +wandb: WARNING Tried to log to step 17030 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17040/44000 | Loss: 3.0082 | LR: 3.44e-04 | 1378.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17040 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17050/44000 | Loss: 2.9940 | LR: 3.44e-04 | 1378.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17050 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17060/44000 | Loss: 3.0304 | LR: 3.44e-04 | 1380.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17060 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17070/44000 | Loss: 2.9750 | LR: 3.44e-04 | 1382.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17070 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17080/44000 | Loss: 3.0238 | LR: 3.44e-04 | 1383.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17080 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17090/44000 | Loss: 2.9963 | LR: 3.44e-04 | 1381.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17090 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17100/44000 | Loss: 3.0013 | LR: 3.43e-04 | 1383.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17100 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17110/44000 | Loss: 3.0031 | LR: 3.43e-04 | 1383.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17110 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17120/44000 | Loss: 3.0088 | LR: 3.43e-04 | 1383.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17120 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17130/44000 | Loss: 3.0075 | LR: 3.43e-04 | 1381.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17130 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17140/44000 | Loss: 3.0001 | LR: 3.43e-04 | 1383.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17140 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17150/44000 | Loss: 3.0049 | LR: 3.43e-04 | 1382.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17150 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17160/44000 | Loss: 2.9888 | LR: 3.42e-04 | 1381.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17160 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17170/44000 | Loss: 2.9943 | LR: 3.42e-04 | 1383.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17170 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17180/44000 | Loss: 3.0046 | LR: 3.42e-04 | 1381.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17180 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17190/44000 | Loss: 3.0087 | LR: 3.42e-04 | 1381.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17190 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17200/44000 | Loss: 3.0104 | LR: 3.42e-04 | 1382.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17200 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17210/44000 | Loss: 2.9978 | LR: 3.42e-04 | 1382.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17210 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17220/44000 | Loss: 2.9936 | LR: 3.41e-04 | 1380.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17220 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17230/44000 | Loss: 2.9668 | LR: 3.41e-04 | 1383.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17230 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17240/44000 | Loss: 2.9924 | LR: 3.41e-04 | 1381.2ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17240 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17250/44000 | Loss: 2.9975 | LR: 3.41e-04 | 1383.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17250 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17260/44000 | Loss: 3.0018 | LR: 3.41e-04 | 1383.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17260 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17270/44000 | Loss: 2.9945 | LR: 3.41e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17270 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17280/44000 | Loss: 3.0231 | LR: 3.40e-04 | 1384.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17280 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17290/44000 | Loss: 2.9777 | LR: 3.40e-04 | 1383.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17290 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17300/44000 | Loss: 3.0020 | LR: 3.40e-04 | 1382.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17300 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17310/44000 | Loss: 3.0270 | LR: 3.40e-04 | 1383.2ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17310 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17320/44000 | Loss: 3.0028 | LR: 3.40e-04 | 1380.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17320 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17330/44000 | Loss: 2.9919 | LR: 3.40e-04 | 1383.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17330 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17340/44000 | Loss: 2.9874 | LR: 3.39e-04 | 1383.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17340 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17350/44000 | Loss: 2.9986 | LR: 3.39e-04 | 1383.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17350 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17360/44000 | Loss: 2.9831 | LR: 3.39e-04 | 1384.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 17360 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17370/44000 | Loss: 3.0116 | LR: 3.39e-04 | 1385.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 17370 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17380/44000 | Loss: 2.9833 | LR: 3.39e-04 | 1382.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17380 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17390/44000 | Loss: 3.0089 | LR: 3.39e-04 | 1385.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 17390 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17400/44000 | Loss: 2.9766 | LR: 3.38e-04 | 1383.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17400 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17410/44000 | Loss: 2.9881 | LR: 3.38e-04 | 1382.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17410 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17420/44000 | Loss: 2.9861 | LR: 3.38e-04 | 1381.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17420 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17430/44000 | Loss: 2.9619 | LR: 3.38e-04 | 1380.3ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17430 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17440/44000 | Loss: 2.9808 | LR: 3.38e-04 | 1380.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17440 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17450/44000 | Loss: 2.9751 | LR: 3.38e-04 | 1385.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 17450 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17460/44000 | Loss: 3.0490 | LR: 3.37e-04 | 1382.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17460 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17470/44000 | Loss: 2.9784 | LR: 3.37e-04 | 1382.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17470 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17480/44000 | Loss: 2.9925 | LR: 3.37e-04 | 1385.7ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 17480 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17490/44000 | Loss: 3.0050 | LR: 3.37e-04 | 1384.1ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 17490 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17500/44000 | Loss: 2.9900 | LR: 3.37e-04 | 1384.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17500 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17510/44000 | Loss: 2.9955 | LR: 3.37e-04 | 1383.3ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 17510 that is less than the current step 17511. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 17520/44000 | Loss: 2.9949 | LR: 3.36e-04 | 1382.7ms/step | 14.5 samples/s +Step 17530/44000 | Loss: 3.0142 | LR: 3.36e-04 | 1384.4ms/step | 14.4 samples/s +Step 17540/44000 | Loss: 3.0001 | LR: 3.36e-04 | 1382.8ms/step | 14.5 samples/s +Step 17550/44000 | Loss: 2.9748 | LR: 3.36e-04 | 1383.0ms/step | 14.5 samples/s +Step 17560/44000 | Loss: 3.0041 | LR: 3.36e-04 | 1385.9ms/step | 14.4 samples/s +Step 17570/44000 | Loss: 3.0250 | LR: 3.35e-04 | 1383.9ms/step | 14.5 samples/s +Step 17580/44000 | Loss: 3.0189 | LR: 3.35e-04 | 1383.4ms/step | 14.5 samples/s +Step 17590/44000 | Loss: 3.0325 | LR: 3.35e-04 | 1384.5ms/step | 14.4 samples/s +Step 17600/44000 | Loss: 3.0237 | LR: 3.35e-04 | 1383.6ms/step | 14.5 samples/s +Step 17610/44000 | Loss: 3.0008 | LR: 3.35e-04 | 1386.4ms/step | 14.4 samples/s +Step 17620/44000 | Loss: 2.9851 | LR: 3.35e-04 | 1383.4ms/step | 14.5 samples/s +Step 17630/44000 | Loss: 3.0243 | LR: 3.34e-04 | 1382.5ms/step | 14.5 samples/s +Step 17640/44000 | Loss: 3.0047 | LR: 3.34e-04 | 1383.8ms/step | 14.5 samples/s +Step 17650/44000 | Loss: 3.0088 | LR: 3.34e-04 | 1381.5ms/step | 14.5 samples/s +Step 17660/44000 | Loss: 2.9737 | LR: 3.34e-04 | 1384.4ms/step | 14.4 samples/s +Step 17670/44000 | Loss: 3.0270 | LR: 3.34e-04 | 1384.9ms/step | 14.4 samples/s +Step 17680/44000 | Loss: 3.0206 | LR: 3.34e-04 | 1382.7ms/step | 14.5 samples/s +Step 17690/44000 | Loss: 2.9754 | LR: 3.33e-04 | 1384.6ms/step | 14.4 samples/s +Step 17700/44000 | Loss: 2.9994 | LR: 3.33e-04 | 1383.7ms/step | 14.5 samples/s +Step 17710/44000 | Loss: 3.0253 | LR: 3.33e-04 | 1384.2ms/step | 14.4 samples/s +Step 17720/44000 | Loss: 3.0111 | LR: 3.33e-04 | 1385.2ms/step | 14.4 samples/s +Step 17730/44000 | Loss: 3.0230 | LR: 3.33e-04 | 1382.6ms/step | 14.5 samples/s +Step 17740/44000 | Loss: 2.9955 | LR: 3.33e-04 | 1384.1ms/step | 14.5 samples/s +Step 17750/44000 | Loss: 2.9599 | LR: 3.32e-04 | 1383.0ms/step | 14.5 samples/s +Step 17760/44000 | Loss: 2.9776 | LR: 3.32e-04 | 1384.8ms/step | 14.4 samples/s +Step 17770/44000 | Loss: 2.9536 | LR: 3.32e-04 | 1384.2ms/step | 14.4 samples/s +Step 17780/44000 | Loss: 2.9980 | LR: 3.32e-04 | 1381.8ms/step | 14.5 samples/s +Step 17790/44000 | Loss: 2.9850 | LR: 3.32e-04 | 1382.6ms/step | 14.5 samples/s +Step 17800/44000 | Loss: 3.0003 | LR: 3.32e-04 | 1385.3ms/step | 14.4 samples/s +Step 17810/44000 | Loss: 2.9716 | LR: 3.31e-04 | 1383.3ms/step | 14.5 samples/s +Step 17820/44000 | Loss: 2.9787 | LR: 3.31e-04 | 1383.2ms/step | 14.5 samples/s +Step 17830/44000 | Loss: 2.9653 | LR: 3.31e-04 | 1383.2ms/step | 14.5 samples/s +Step 17840/44000 | Loss: 3.0131 | LR: 3.31e-04 | 1381.1ms/step | 14.5 samples/s +Step 17850/44000 | Loss: 2.9955 | LR: 3.31e-04 | 1386.9ms/step | 14.4 samples/s +Step 17860/44000 | Loss: 2.9888 | LR: 3.31e-04 | 1384.1ms/step | 14.4 samples/s +Step 17870/44000 | Loss: 2.9737 | LR: 3.30e-04 | 1381.3ms/step | 14.5 samples/s +Step 17880/44000 | Loss: 2.9864 | LR: 3.30e-04 | 1381.3ms/step | 14.5 samples/s +Step 17890/44000 | Loss: 2.9856 | LR: 3.30e-04 | 1382.9ms/step | 14.5 samples/s +Step 17900/44000 | Loss: 3.0081 | LR: 3.30e-04 | 1381.9ms/step | 14.5 samples/s +Step 17910/44000 | Loss: 2.9843 | LR: 3.30e-04 | 1381.6ms/step | 14.5 samples/s +Step 17920/44000 | Loss: 3.0270 | LR: 3.29e-04 | 1381.8ms/step | 14.5 samples/s +Step 17930/44000 | Loss: 2.9898 | LR: 3.29e-04 | 1382.4ms/step | 14.5 samples/s +Step 17940/44000 | Loss: 2.9911 | LR: 3.29e-04 | 1381.6ms/step | 14.5 samples/s +Step 17950/44000 | Loss: 2.9890 | LR: 3.29e-04 | 1382.2ms/step | 14.5 samples/s +Step 17960/44000 | Loss: 2.9800 | LR: 3.29e-04 | 1381.4ms/step | 14.5 samples/s +Step 17970/44000 | Loss: 2.9821 | LR: 3.29e-04 | 1386.0ms/step | 14.4 samples/s +Step 17980/44000 | Loss: 2.9838 | LR: 3.28e-04 | 1382.0ms/step | 14.5 samples/s +Step 17990/44000 | Loss: 2.9913 | LR: 3.28e-04 | 1380.7ms/step | 14.5 samples/s +Step 18000/44000 | Loss: 2.9585 | LR: 3.28e-04 | 1382.7ms/step | 14.5 samples/s +Validation at step 18000: Loss = 2.9920, Perplexity = 19.92 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-18000 +Step 18010/44000 | Loss: 2.9802 | LR: 3.28e-04 | 3905.8ms/step | 5.1 samples/s +Step 18020/44000 | Loss: 2.9821 | LR: 3.28e-04 | 1385.4ms/step | 14.4 samples/s +Step 18030/44000 | Loss: 2.9952 | LR: 3.28e-04 | 1386.0ms/step | 14.4 samples/s +Step 18040/44000 | Loss: 2.9801 | LR: 3.27e-04 | 1388.9ms/step | 14.4 samples/s +Step 18050/44000 | Loss: 2.9837 | LR: 3.27e-04 | 1387.9ms/step | 14.4 samples/s +Step 18060/44000 | Loss: 2.9803 | LR: 3.27e-04 | 1389.4ms/step | 14.4 samples/s +Step 18070/44000 | Loss: 2.9901 | LR: 3.27e-04 | 1389.9ms/step | 14.4 samples/s +Step 18080/44000 | Loss: 2.9828 | LR: 3.27e-04 | 1387.8ms/step | 14.4 samples/s +Step 18090/44000 | Loss: 3.0106 | LR: 3.27e-04 | 1388.7ms/step | 14.4 samples/s +Step 18100/44000 | Loss: 3.0122 | LR: 3.26e-04 | 1388.1ms/step | 14.4 samples/s +Step 18110/44000 | Loss: 2.9898 | LR: 3.26e-04 | 1387.5ms/step | 14.4 samples/s +Step 18120/44000 | Loss: 2.9889 | LR: 3.26e-04 | 1388.0ms/step | 14.4 samples/s +Step 18130/44000 | Loss: 3.0023 | LR: 3.26e-04 | 1388.5ms/step | 14.4 samples/s +Step 18140/44000 | Loss: 2.9755 | LR: 3.26e-04 | 1389.4ms/step | 14.4 samples/s +Step 18150/44000 | Loss: 2.9809 | LR: 3.26e-04 | 1387.4ms/step | 14.4 samples/s +Step 18160/44000 | Loss: 2.9939 | LR: 3.25e-04 | 1386.7ms/step | 14.4 samples/s +Step 18170/44000 | Loss: 3.0162 | LR: 3.25e-04 | 1387.5ms/step | 14.4 samples/s +Step 18180/44000 | Loss: 2.9785 | LR: 3.25e-04 | 1386.4ms/step | 14.4 samples/s +Step 18190/44000 | Loss: 3.0018 | LR: 3.25e-04 | 1392.0ms/step | 14.4 samples/s +Step 18200/44000 | Loss: 3.0063 | LR: 3.25e-04 | 1388.1ms/step | 14.4 samples/s +Step 18210/44000 | Loss: 2.9981 | LR: 3.24e-04 | 1389.7ms/step | 14.4 samples/s +Step 18220/44000 | Loss: 2.9820 | LR: 3.24e-04 | 1389.1ms/step | 14.4 samples/s +Step 18230/44000 | Loss: 2.9877 | LR: 3.24e-04 | 1385.8ms/step | 14.4 samples/s +Step 18240/44000 | Loss: 3.0137 | LR: 3.24e-04 | 1387.5ms/step | 14.4 samples/s +Step 18250/44000 | Loss: 2.9966 | LR: 3.24e-04 | 1389.8ms/step | 14.4 samples/s +Step 18260/44000 | Loss: 2.9985 | LR: 3.24e-04 | 1388.2ms/step | 14.4 samples/s +Step 18270/44000 | Loss: 2.9773 | LR: 3.23e-04 | 1389.6ms/step | 14.4 samples/s +Step 18280/44000 | Loss: 2.9761 | LR: 3.23e-04 | 1390.3ms/step | 14.4 samples/s +Step 18290/44000 | Loss: 2.9875 | LR: 3.23e-04 | 1390.1ms/step | 14.4 samples/s +Step 18300/44000 | Loss: 2.9904 | LR: 3.23e-04 | 1391.1ms/step | 14.4 samples/s +Step 18310/44000 | Loss: 2.9841 | LR: 3.23e-04 | 1386.8ms/step | 14.4 samples/s +Step 18320/44000 | Loss: 3.0119 | LR: 3.23e-04 | 1388.6ms/step | 14.4 samples/s +Step 18330/44000 | Loss: 3.0088 | LR: 3.22e-04 | 1387.2ms/step | 14.4 samples/s +Step 18340/44000 | Loss: 2.9864 | LR: 3.22e-04 | 1386.8ms/step | 14.4 samples/s +Step 18350/44000 | Loss: 2.9942 | LR: 3.22e-04 | 1388.5ms/step | 14.4 samples/s +Step 18360/44000 | Loss: 2.9857 | LR: 3.22e-04 | 1388.2ms/step | 14.4 samples/s +Step 18370/44000 | Loss: 2.9864 | LR: 3.22e-04 | 1388.7ms/step | 14.4 samples/s +Step 18380/44000 | Loss: 2.9838 | LR: 3.22e-04 | 1390.2ms/step | 14.4 samples/s +Step 18390/44000 | Loss: 2.9909 | LR: 3.21e-04 | 1389.4ms/step | 14.4 samples/s +Step 18400/44000 | Loss: 2.9757 | LR: 3.21e-04 | 1387.9ms/step | 14.4 samples/s +Step 18410/44000 | Loss: 2.9813 | LR: 3.21e-04 | 1388.7ms/step | 14.4 samples/s +Step 18420/44000 | Loss: 2.9766 | LR: 3.21e-04 | 1387.5ms/step | 14.4 samples/s +Step 18430/44000 | Loss: 3.0099 | LR: 3.21e-04 | 1386.1ms/step | 14.4 samples/s +Step 18440/44000 | Loss: 3.0043 | LR: 3.20e-04 | 1385.9ms/step | 14.4 samples/s +Step 18450/44000 | Loss: 2.9823 | LR: 3.20e-04 | 1386.3ms/step | 14.4 samples/s +Step 18460/44000 | Loss: 2.9861 | LR: 3.20e-04 | 1385.9ms/step | 14.4 samples/s +Step 18470/44000 | Loss: 2.9916 | LR: 3.20e-04 | 1385.8ms/step | 14.4 samples/s +Step 18480/44000 | Loss: 3.0039 | LR: 3.20e-04 | 1384.4ms/step | 14.4 samples/s +Step 18490/44000 | Loss: 2.9897 | LR: 3.20e-04 | 1388.0ms/step | 14.4 samples/s +Step 18500/44000 | Loss: 2.9996 | LR: 3.19e-04 | 1388.0ms/step | 14.4 samples/s +Step 18510/44000 | Loss: 2.9897 | LR: 3.19e-04 | 1388.2ms/step | 14.4 samples/s +Step 18520/44000 | Loss: 2.9828 | LR: 3.19e-04 | 1387.5ms/step | 14.4 samples/s +Step 18530/44000 | Loss: 2.9764 | LR: 3.19e-04 | 1387.3ms/step | 14.4 samples/s +Step 18540/44000 | Loss: 2.9655 | LR: 3.19e-04 | 1386.5ms/step | 14.4 samples/s +Step 18550/44000 | Loss: 2.9607 | LR: 3.19e-04 | 1387.7ms/step | 14.4 samples/s +Step 18560/44000 | Loss: 2.9668 | LR: 3.18e-04 | 1386.1ms/step | 14.4 samples/s +Step 18570/44000 | Loss: 3.0134 | LR: 3.18e-04 | 1386.7ms/step | 14.4 samples/s +Step 18580/44000 | Loss: 2.9951 | LR: 3.18e-04 | 1386.4ms/step | 14.4 samples/s +Step 18590/44000 | Loss: 2.9632 | LR: 3.18e-04 | 1387.0ms/step | 14.4 samples/s +Step 18600/44000 | Loss: 3.0039 | LR: 3.18e-04 | 1388.1ms/step | 14.4 samples/s +Step 18610/44000 | Loss: 2.9771 | LR: 3.18e-04 | 1388.4ms/step | 14.4 samples/s +Step 18620/44000 | Loss: 2.9843 | LR: 3.17e-04 | 1387.9ms/step | 14.4 samples/s +Step 18630/44000 | Loss: 2.9889 | LR: 3.17e-04 | 1388.2ms/step | 14.4 samples/s +Step 18640/44000 | Loss: 2.9660 | LR: 3.17e-04 | 1389.2ms/step | 14.4 samples/s +Step 18650/44000 | Loss: 2.9783 | LR: 3.17e-04 | 1388.3ms/step | 14.4 samples/s +Step 18660/44000 | Loss: 2.9915 | LR: 3.17e-04 | 1390.2ms/step | 14.4 samples/s +Step 18670/44000 | Loss: 2.9759 | LR: 3.16e-04 | 1391.9ms/step | 14.4 samples/s +Step 18680/44000 | Loss: 2.9838 | LR: 3.16e-04 | 1388.2ms/step | 14.4 samples/s +Step 18690/44000 | Loss: 2.9810 | LR: 3.16e-04 | 1387.7ms/step | 14.4 samples/s +Step 18700/44000 | Loss: 2.9536 | LR: 3.16e-04 | 1387.9ms/step | 14.4 samples/s +Step 18710/44000 | Loss: 2.9682 | LR: 3.16e-04 | 1386.6ms/step | 14.4 samples/s +Step 18720/44000 | Loss: 2.9810 | LR: 3.16e-04 | 1388.2ms/step | 14.4 samples/s +Step 18730/44000 | Loss: 3.0140 | LR: 3.15e-04 | 1386.4ms/step | 14.4 samples/s +Step 18740/44000 | Loss: 2.9775 | LR: 3.15e-04 | 1387.8ms/step | 14.4 samples/s +Step 18750/44000 | Loss: 3.0039 | LR: 3.15e-04 | 1386.6ms/step | 14.4 samples/s +Step 18760/44000 | Loss: 2.9928 | LR: 3.15e-04 | 1386.9ms/step | 14.4 samples/s +Step 18770/44000 | Loss: 2.9907 | LR: 3.15e-04 | 1386.8ms/step | 14.4 samples/s +Step 18780/44000 | Loss: 2.9823 | LR: 3.15e-04 | 1390.2ms/step | 14.4 samples/s +Step 18790/44000 | Loss: 2.9675 | LR: 3.14e-04 | 1386.5ms/step | 14.4 samples/s +Step 18800/44000 | Loss: 3.0123 | LR: 3.14e-04 | 1385.6ms/step | 14.4 samples/s +Step 18810/44000 | Loss: 2.9510 | LR: 3.14e-04 | 1390.1ms/step | 14.4 samples/s +Step 18820/44000 | Loss: 2.9901 | LR: 3.14e-04 | 1387.3ms/step | 14.4 samples/s +Step 18830/44000 | Loss: 3.0001 | LR: 3.14e-04 | 1387.9ms/step | 14.4 samples/s +Step 18840/44000 | Loss: 2.9577 | LR: 3.13e-04 | 1393.3ms/step | 14.4 samples/s +Step 18850/44000 | Loss: 2.9572 | LR: 3.13e-04 | 1388.6ms/step | 14.4 samples/s +Step 18860/44000 | Loss: 2.9607 | LR: 3.13e-04 | 1386.1ms/step | 14.4 samples/s +Step 18870/44000 | Loss: 2.9848 | LR: 3.13e-04 | 1390.2ms/step | 14.4 samples/s +Step 18880/44000 | Loss: 2.9621 | LR: 3.13e-04 | 1387.8ms/step | 14.4 samples/s +Step 18890/44000 | Loss: 2.9861 | LR: 3.13e-04 | 1387.9ms/step | 14.4 samples/s +Step 18900/44000 | Loss: 2.9813 | LR: 3.12e-04 | 1392.2ms/step | 14.4 samples/s +Step 18910/44000 | Loss: 2.9477 | LR: 3.12e-04 | 1389.4ms/step | 14.4 samples/s +Step 18920/44000 | Loss: 3.0066 | LR: 3.12e-04 | 1387.9ms/step | 14.4 samples/s +Step 18930/44000 | Loss: 2.9690 | LR: 3.12e-04 | 1390.6ms/step | 14.4 samples/s +Step 18940/44000 | Loss: 2.9938 | LR: 3.12e-04 | 1390.6ms/step | 14.4 samples/s +Step 18950/44000 | Loss: 2.9886 | LR: 3.12e-04 | 1389.9ms/step | 14.4 samples/s +Step 18960/44000 | Loss: 2.9550 | LR: 3.11e-04 | 1391.5ms/step | 14.4 samples/s +Step 18970/44000 | Loss: 2.9756 | LR: 3.11e-04 | 1387.0ms/step | 14.4 samples/s +Step 18980/44000 | Loss: 2.9944 | LR: 3.11e-04 | 1385.3ms/step | 14.4 samples/s +Step 18990/44000 | Loss: 2.9704 | LR: 3.11e-04 | 1390.9ms/step | 14.4 samples/s +Step 19000/44000 | Loss: 2.9652 | LR: 3.11e-04 | 1391.1ms/step | 14.4 samples/s +Validation at step 19000: Loss = 2.9797, Perplexity = 19.68 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-19000 +Step 19010/44000 | Loss: 3.0037 | LR: 3.11e-04 | 3898.8ms/step | 5.1 samples/s +Step 19020/44000 | Loss: 2.9950 | LR: 3.10e-04 | 1385.1ms/step | 14.4 samples/s +Step 19030/44000 | Loss: 2.9806 | LR: 3.10e-04 | 1384.7ms/step | 14.4 samples/s +Step 19040/44000 | Loss: 2.9931 | LR: 3.10e-04 | 1387.6ms/step | 14.4 samples/s +Step 19050/44000 | Loss: 2.9810 | LR: 3.10e-04 | 1385.8ms/step | 14.4 samples/s +Step 19060/44000 | Loss: 2.9950 | LR: 3.10e-04 | 1389.3ms/step | 14.4 samples/s +Step 19070/44000 | Loss: 2.9799 | LR: 3.09e-04 | 1386.1ms/step | 14.4 samples/s +Step 19080/44000 | Loss: 2.9776 | LR: 3.09e-04 | 1386.6ms/step | 14.4 samples/s +Step 19090/44000 | Loss: 2.9460 | LR: 3.09e-04 | 1390.1ms/step | 14.4 samples/s +Step 19100/44000 | Loss: 2.9689 | LR: 3.09e-04 | 1388.6ms/step | 14.4 samples/s +Step 19110/44000 | Loss: 2.9575 | LR: 3.09e-04 | 1387.9ms/step | 14.4 samples/s +Step 19120/44000 | Loss: 2.9811 | LR: 3.09e-04 | 1393.2ms/step | 14.4 samples/s +Step 19130/44000 | Loss: 2.9770 | LR: 3.08e-04 | 1388.9ms/step | 14.4 samples/s +Step 19140/44000 | Loss: 2.9490 | LR: 3.08e-04 | 1389.1ms/step | 14.4 samples/s +Step 19150/44000 | Loss: 2.9976 | LR: 3.08e-04 | 1388.3ms/step | 14.4 samples/s +Step 19160/44000 | Loss: 2.9580 | LR: 3.08e-04 | 1383.8ms/step | 14.5 samples/s +Step 19170/44000 | Loss: 2.9737 | LR: 3.08e-04 | 1388.2ms/step | 14.4 samples/s +Step 19180/44000 | Loss: 2.9598 | LR: 3.08e-04 | 1389.7ms/step | 14.4 samples/s +Step 19190/44000 | Loss: 2.9717 | LR: 3.07e-04 | 1386.0ms/step | 14.4 samples/s +Step 19200/44000 | Loss: 2.9724 | LR: 3.07e-04 | 1392.4ms/step | 14.4 samples/s +Step 19210/44000 | Loss: 2.9601 | LR: 3.07e-04 | 1388.1ms/step | 14.4 samples/s +Step 19220/44000 | Loss: 2.9703 | LR: 3.07e-04 | 1388.1ms/step | 14.4 samples/s +Step 19230/44000 | Loss: 2.9791 | LR: 3.07e-04 | 1388.0ms/step | 14.4 samples/s +Step 19240/44000 | Loss: 3.0026 | LR: 3.06e-04 | 1385.8ms/step | 14.4 samples/s +Step 19250/44000 | Loss: 2.9683 | LR: 3.06e-04 | 1388.7ms/step | 14.4 samples/s +Step 19260/44000 | Loss: 2.9750 | LR: 3.06e-04 | 1387.4ms/step | 14.4 samples/s +Step 19270/44000 | Loss: 2.9249 | LR: 3.06e-04 | 1389.2ms/step | 14.4 samples/s +Step 19280/44000 | Loss: 2.9411 | LR: 3.06e-04 | 1390.5ms/step | 14.4 samples/s +Step 19290/44000 | Loss: 2.9596 | LR: 3.06e-04 | 1388.2ms/step | 14.4 samples/s +Step 19300/44000 | Loss: 2.9519 | LR: 3.05e-04 | 1390.1ms/step | 14.4 samples/s +Step 19310/44000 | Loss: 2.9785 | LR: 3.05e-04 | 1391.2ms/step | 14.4 samples/s +Step 19320/44000 | Loss: 2.9622 | LR: 3.05e-04 | 1387.2ms/step | 14.4 samples/s +Step 19330/44000 | Loss: 2.9544 | LR: 3.05e-04 | 1389.2ms/step | 14.4 samples/s +Step 19340/44000 | Loss: 2.9744 | LR: 3.05e-04 | 1385.7ms/step | 14.4 samples/s +Step 19350/44000 | Loss: 3.0095 | LR: 3.04e-04 | 1387.4ms/step | 14.4 samples/s +Step 19360/44000 | Loss: 2.9793 | LR: 3.04e-04 | 1387.3ms/step | 14.4 samples/s +Step 19370/44000 | Loss: 2.9790 | LR: 3.04e-04 | 1383.9ms/step | 14.5 samples/s +Step 19380/44000 | Loss: 2.9352 | LR: 3.04e-04 | 1384.0ms/step | 14.5 samples/s +Step 19390/44000 | Loss: 2.9627 | LR: 3.04e-04 | 1387.7ms/step | 14.4 samples/s +Step 19400/44000 | Loss: 2.9455 | LR: 3.04e-04 | 1384.6ms/step | 14.4 samples/s +Step 19410/44000 | Loss: 2.9523 | LR: 3.03e-04 | 1388.0ms/step | 14.4 samples/s +Step 19420/44000 | Loss: 2.9682 | LR: 3.03e-04 | 1385.4ms/step | 14.4 samples/s +Step 19430/44000 | Loss: 2.9679 | LR: 3.03e-04 | 1386.2ms/step | 14.4 samples/s +Step 19440/44000 | Loss: 2.9518 | LR: 3.03e-04 | 1388.0ms/step | 14.4 samples/s +Step 19450/44000 | Loss: 2.9967 | LR: 3.03e-04 | 1385.7ms/step | 14.4 samples/s +Step 19460/44000 | Loss: 2.9941 | LR: 3.03e-04 | 1385.8ms/step | 14.4 samples/s +Step 19470/44000 | Loss: 2.9769 | LR: 3.02e-04 | 1383.3ms/step | 14.5 samples/s +Step 19480/44000 | Loss: 2.9845 | LR: 3.02e-04 | 1383.3ms/step | 14.5 samples/s +Step 19490/44000 | Loss: 2.9843 | LR: 3.02e-04 | 1384.4ms/step | 14.4 samples/s +Step 19500/44000 | Loss: 2.9643 | LR: 3.02e-04 | 1383.9ms/step | 14.5 samples/s +Step 19510/44000 | Loss: 2.9484 | LR: 3.02e-04 | 1383.8ms/step | 14.5 samples/s +Step 19520/44000 | Loss: 2.9890 | LR: 3.01e-04 | 1387.5ms/step | 14.4 samples/s +Step 19530/44000 | Loss: 2.9832 | LR: 3.01e-04 | 1386.4ms/step | 14.4 samples/s +Step 19540/44000 | Loss: 2.9778 | LR: 3.01e-04 | 1387.9ms/step | 14.4 samples/s +Step 19550/44000 | Loss: 2.9872 | LR: 3.01e-04 | 1388.1ms/step | 14.4 samples/s +Step 19560/44000 | Loss: 2.9477 | LR: 3.01e-04 | 1386.2ms/step | 14.4 samples/s +Step 19570/44000 | Loss: 2.9751 | LR: 3.01e-04 | 1387.9ms/step | 14.4 samples/s +Step 19580/44000 | Loss: 2.9679 | LR: 3.00e-04 | 1386.8ms/step | 14.4 samples/s +Step 19590/44000 | Loss: 2.9627 | LR: 3.00e-04 | 1385.9ms/step | 14.4 samples/s +Step 19600/44000 | Loss: 2.9758 | LR: 3.00e-04 | 1385.8ms/step | 14.4 samples/s +Step 19610/44000 | Loss: 2.9647 | LR: 3.00e-04 | 1386.9ms/step | 14.4 samples/s +Step 19620/44000 | Loss: 2.9836 | LR: 3.00e-04 | 1384.8ms/step | 14.4 samples/s +Step 19630/44000 | Loss: 2.9641 | LR: 3.00e-04 | 1387.9ms/step | 14.4 samples/s +Step 19640/44000 | Loss: 2.9763 | LR: 2.99e-04 | 1384.5ms/step | 14.4 samples/s +Step 19650/44000 | Loss: 2.9842 | LR: 2.99e-04 | 1387.6ms/step | 14.4 samples/s +Step 19660/44000 | Loss: 2.9818 | LR: 2.99e-04 | 1387.1ms/step | 14.4 samples/s +Step 19670/44000 | Loss: 2.9838 | LR: 2.99e-04 | 1383.9ms/step | 14.5 samples/s +Step 19680/44000 | Loss: 2.9478 | LR: 2.99e-04 | 1388.3ms/step | 14.4 samples/s +Step 19690/44000 | Loss: 2.9491 | LR: 2.98e-04 | 1388.3ms/step | 14.4 samples/s +Step 19700/44000 | Loss: 2.9662 | LR: 2.98e-04 | 1388.3ms/step | 14.4 samples/s +Step 19710/44000 | Loss: 2.9467 | LR: 2.98e-04 | 1385.8ms/step | 14.4 samples/s +Step 19720/44000 | Loss: 2.9631 | LR: 2.98e-04 | 1384.9ms/step | 14.4 samples/s +Step 19730/44000 | Loss: 2.9647 | LR: 2.98e-04 | 1389.1ms/step | 14.4 samples/s +Step 19740/44000 | Loss: 2.9757 | LR: 2.98e-04 | 1385.8ms/step | 14.4 samples/s +Step 19750/44000 | Loss: 2.9397 | LR: 2.97e-04 | 1386.3ms/step | 14.4 samples/s +Step 19760/44000 | Loss: 2.9776 | LR: 2.97e-04 | 1389.3ms/step | 14.4 samples/s +Step 19770/44000 | Loss: 2.9926 | LR: 2.97e-04 | 1385.9ms/step | 14.4 samples/s +Step 19780/44000 | Loss: 2.9722 | LR: 2.97e-04 | 1386.4ms/step | 14.4 samples/s +Step 19790/44000 | Loss: 2.9547 | LR: 2.97e-04 | 1387.4ms/step | 14.4 samples/s +Step 19800/44000 | Loss: 2.9472 | LR: 2.96e-04 | 1387.2ms/step | 14.4 samples/s +Step 19810/44000 | Loss: 2.9753 | LR: 2.96e-04 | 1388.4ms/step | 14.4 samples/s +Step 19820/44000 | Loss: 2.9857 | LR: 2.96e-04 | 1384.6ms/step | 14.4 samples/s +Step 19830/44000 | Loss: 2.9613 | LR: 2.96e-04 | 1385.8ms/step | 14.4 samples/s +Step 19840/44000 | Loss: 2.9778 | LR: 2.96e-04 | 1385.2ms/step | 14.4 samples/s +Step 19850/44000 | Loss: 2.9636 | LR: 2.96e-04 | 1386.0ms/step | 14.4 samples/s +Step 19860/44000 | Loss: 3.0251 | LR: 2.95e-04 | 1385.5ms/step | 14.4 samples/s +Step 19870/44000 | Loss: 2.9990 | LR: 2.95e-04 | 1386.1ms/step | 14.4 samples/s +Step 19880/44000 | Loss: 2.9745 | LR: 2.95e-04 | 1389.1ms/step | 14.4 samples/s +Step 19890/44000 | Loss: 2.9759 | LR: 2.95e-04 | 1385.2ms/step | 14.4 samples/s +Step 19900/44000 | Loss: 2.9724 | LR: 2.95e-04 | 1382.3ms/step | 14.5 samples/s +Step 19910/44000 | Loss: 2.9919 | LR: 2.95e-04 | 1384.1ms/step | 14.5 samples/s +Step 19920/44000 | Loss: 2.9972 | LR: 2.94e-04 | 1384.4ms/step | 14.4 samples/s +Step 19930/44000 | Loss: 2.9488 | LR: 2.94e-04 | 1387.0ms/step | 14.4 samples/s +Step 19940/44000 | Loss: 2.9730 | LR: 2.94e-04 | 1386.2ms/step | 14.4 samples/s +Step 19950/44000 | Loss: 2.9676 | LR: 2.94e-04 | 1386.2ms/step | 14.4 samples/s +Step 19960/44000 | Loss: 2.9747 | LR: 2.94e-04 | 1386.0ms/step | 14.4 samples/s +Step 19970/44000 | Loss: 2.9552 | LR: 2.93e-04 | 1387.5ms/step | 14.4 samples/s +Step 19980/44000 | Loss: 2.9554 | LR: 2.93e-04 | 1387.2ms/step | 14.4 samples/s +Step 19990/44000 | Loss: 2.9714 | LR: 2.93e-04 | 1386.6ms/step | 14.4 samples/s +Step 20000/44000 | Loss: 2.9805 | LR: 2.93e-04 | 1385.9ms/step | 14.4 samples/s +Validation at step 20000: Loss = 2.9692, Perplexity = 19.48 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-20000 +Step 20010/44000 | Loss: 2.9443 | LR: 2.93e-04 | 3867.5ms/step | 5.2 samples/s +Step 20020/44000 | Loss: 2.9888 | LR: 2.93e-04 | 1387.0ms/step | 14.4 samples/s +Step 20030/44000 | Loss: 2.9447 | LR: 2.92e-04 | 1386.1ms/step | 14.4 samples/s +Step 20040/44000 | Loss: 2.9775 | LR: 2.92e-04 | 1390.2ms/step | 14.4 samples/s +Step 20050/44000 | Loss: 2.9484 | LR: 2.92e-04 | 1387.4ms/step | 14.4 samples/s +Step 20060/44000 | Loss: 2.9457 | LR: 2.92e-04 | 1388.2ms/step | 14.4 samples/s +Step 20070/44000 | Loss: 2.9619 | LR: 2.92e-04 | 1388.3ms/step | 14.4 samples/s +Step 20080/44000 | Loss: 2.9770 | LR: 2.91e-04 | 1388.2ms/step | 14.4 samples/s +Step 20090/44000 | Loss: 2.9603 | LR: 2.91e-04 | 1386.1ms/step | 14.4 samples/s +Step 20100/44000 | Loss: 2.9697 | LR: 2.91e-04 | 1383.8ms/step | 14.5 samples/s +Step 20110/44000 | Loss: 2.9404 | LR: 2.91e-04 | 1385.9ms/step | 14.4 samples/s +Step 20120/44000 | Loss: 2.9737 | LR: 2.91e-04 | 1386.1ms/step | 14.4 samples/s +Step 20130/44000 | Loss: 2.9349 | LR: 2.91e-04 | 1384.8ms/step | 14.4 samples/s +Step 20140/44000 | Loss: 2.9659 | LR: 2.90e-04 | 1387.7ms/step | 14.4 samples/s +Step 20150/44000 | Loss: 2.9722 | LR: 2.90e-04 | 1387.2ms/step | 14.4 samples/s +Step 20160/44000 | Loss: 2.9590 | LR: 2.90e-04 | 1386.5ms/step | 14.4 samples/s +Step 20170/44000 | Loss: 2.9918 | LR: 2.90e-04 | 1387.9ms/step | 14.4 samples/s +Step 20180/44000 | Loss: 2.9949 | LR: 2.90e-04 | 1387.5ms/step | 14.4 samples/s +Step 20190/44000 | Loss: 2.9459 | LR: 2.90e-04 | 1384.6ms/step | 14.4 samples/s +Step 20200/44000 | Loss: 2.9776 | LR: 2.89e-04 | 1387.0ms/step | 14.4 samples/s +Step 20210/44000 | Loss: 2.9880 | LR: 2.89e-04 | 1385.6ms/step | 14.4 samples/s +Step 20220/44000 | Loss: 2.9940 | LR: 2.89e-04 | 1383.6ms/step | 14.5 samples/s +Step 20230/44000 | Loss: 2.9598 | LR: 2.89e-04 | 1385.4ms/step | 14.4 samples/s +Step 20240/44000 | Loss: 2.9473 | LR: 2.89e-04 | 1385.9ms/step | 14.4 samples/s +Step 20250/44000 | Loss: 2.9543 | LR: 2.88e-04 | 1384.4ms/step | 14.4 samples/s +Step 20260/44000 | Loss: 3.0005 | LR: 2.88e-04 | 1387.0ms/step | 14.4 samples/s +Step 20270/44000 | Loss: 2.9697 | LR: 2.88e-04 | 1387.0ms/step | 14.4 samples/s +Step 20280/44000 | Loss: 2.9565 | LR: 2.88e-04 | 1387.4ms/step | 14.4 samples/s +Step 20290/44000 | Loss: 2.9779 | LR: 2.88e-04 | 1384.6ms/step | 14.4 samples/s +Step 20300/44000 | Loss: 2.9701 | LR: 2.88e-04 | 1384.2ms/step | 14.4 samples/s +Step 20310/44000 | Loss: 2.9601 | LR: 2.87e-04 | 1386.3ms/step | 14.4 samples/s +Step 20320/44000 | Loss: 2.9439 | LR: 2.87e-04 | 1386.3ms/step | 14.4 samples/s +Step 20330/44000 | Loss: 2.9569 | LR: 2.87e-04 | 1386.9ms/step | 14.4 samples/s +Step 20340/44000 | Loss: 2.9560 | LR: 2.87e-04 | 1387.9ms/step | 14.4 samples/s +Step 20350/44000 | Loss: 2.9754 | LR: 2.87e-04 | 1386.5ms/step | 14.4 samples/s +Step 20360/44000 | Loss: 2.9569 | LR: 2.86e-04 | 1386.3ms/step | 14.4 samples/s +Step 20370/44000 | Loss: 2.9759 | LR: 2.86e-04 | 1387.2ms/step | 14.4 samples/s +Step 20380/44000 | Loss: 2.9690 | LR: 2.86e-04 | 1386.7ms/step | 14.4 samples/s +Step 20390/44000 | Loss: 2.9912 | LR: 2.86e-04 | 1389.2ms/step | 14.4 samples/s +Step 20400/44000 | Loss: 2.9879 | LR: 2.86e-04 | 1386.6ms/step | 14.4 samples/s +Step 20410/44000 | Loss: 2.9359 | LR: 2.86e-04 | 1386.0ms/step | 14.4 samples/s +Step 20420/44000 | Loss: 2.9693 | LR: 2.85e-04 | 1386.1ms/step | 14.4 samples/s +Step 20430/44000 | Loss: 2.9875 | LR: 2.85e-04 | 1384.7ms/step | 14.4 samples/s +Step 20440/44000 | Loss: 2.9416 | LR: 2.85e-04 | 1384.9ms/step | 14.4 samples/s +Step 20450/44000 | Loss: 2.9654 | LR: 2.85e-04 | 1386.1ms/step | 14.4 samples/s +Step 20460/44000 | Loss: 2.9440 | LR: 2.85e-04 | 1385.4ms/step | 14.4 samples/s +Step 20470/44000 | Loss: 2.9698 | LR: 2.84e-04 | 1388.7ms/step | 14.4 samples/s +Step 20480/44000 | Loss: 2.9659 | LR: 2.84e-04 | 1384.6ms/step | 14.4 samples/s +Step 20490/44000 | Loss: 2.9774 | LR: 2.84e-04 | 1384.0ms/step | 14.5 samples/s +Step 20500/44000 | Loss: 2.9320 | LR: 2.84e-04 | 1385.6ms/step | 14.4 samples/s +Step 20510/44000 | Loss: 2.9388 | LR: 2.84e-04 | 1384.0ms/step | 14.5 samples/s +Step 20520/44000 | Loss: 2.9607 | LR: 2.84e-04 | 1381.9ms/step | 14.5 samples/s +Step 20530/44000 | Loss: 2.9621 | LR: 2.83e-04 | 1384.1ms/step | 14.5 samples/s +Step 20540/44000 | Loss: 2.9526 | LR: 2.83e-04 | 1381.9ms/step | 14.5 samples/s +Step 20550/44000 | Loss: 2.9487 | LR: 2.83e-04 | 1383.4ms/step | 14.5 samples/s +Step 20560/44000 | Loss: 2.9743 | LR: 2.83e-04 | 1387.8ms/step | 14.4 samples/s +Step 20570/44000 | Loss: 2.9821 | LR: 2.83e-04 | 1385.9ms/step | 14.4 samples/s +Step 20580/44000 | Loss: 2.9452 | LR: 2.83e-04 | 1383.6ms/step | 14.5 samples/s +Step 20590/44000 | Loss: 2.9787 | LR: 2.82e-04 | 1387.0ms/step | 14.4 samples/s +Step 20600/44000 | Loss: 2.9480 | LR: 2.82e-04 | 1386.1ms/step | 14.4 samples/s +Step 20610/44000 | Loss: 2.9399 | LR: 2.82e-04 | 1388.2ms/step | 14.4 samples/s +Step 20620/44000 | Loss: 2.9196 | LR: 2.82e-04 | 1387.3ms/step | 14.4 samples/s +Step 20630/44000 | Loss: 2.9525 | LR: 2.82e-04 | 1386.8ms/step | 14.4 samples/s +Step 20640/44000 | Loss: 2.9843 | LR: 2.81e-04 | 1387.6ms/step | 14.4 samples/s +Step 20650/44000 | Loss: 2.9575 | LR: 2.81e-04 | 1385.0ms/step | 14.4 samples/s +Step 20660/44000 | Loss: 2.9487 | LR: 2.81e-04 | 1383.8ms/step | 14.5 samples/s +Step 20670/44000 | Loss: 2.9839 | LR: 2.81e-04 | 1388.0ms/step | 14.4 samples/s +Step 20680/44000 | Loss: 2.9511 | LR: 2.81e-04 | 1387.5ms/step | 14.4 samples/s +Step 20690/44000 | Loss: 2.9719 | LR: 2.81e-04 | 1385.4ms/step | 14.4 samples/s +Step 20700/44000 | Loss: 2.9499 | LR: 2.80e-04 | 1387.9ms/step | 14.4 samples/s +Step 20710/44000 | Loss: 2.9573 | LR: 2.80e-04 | 1385.6ms/step | 14.4 samples/s +Step 20720/44000 | Loss: 2.9374 | LR: 2.80e-04 | 1389.2ms/step | 14.4 samples/s +Step 20730/44000 | Loss: 2.9295 | LR: 2.80e-04 | 1386.2ms/step | 14.4 samples/s +Step 20740/44000 | Loss: 2.9911 | LR: 2.80e-04 | 1385.8ms/step | 14.4 samples/s +Step 20750/44000 | Loss: 2.9696 | LR: 2.79e-04 | 1386.2ms/step | 14.4 samples/s +Step 20760/44000 | Loss: 2.9564 | LR: 2.79e-04 | 1385.9ms/step | 14.4 samples/s +Step 20770/44000 | Loss: 2.9847 | LR: 2.79e-04 | 1387.9ms/step | 14.4 samples/s +Step 20780/44000 | Loss: 2.9602 | LR: 2.79e-04 | 1384.7ms/step | 14.4 samples/s +Step 20790/44000 | Loss: 2.9758 | LR: 2.79e-04 | 1385.3ms/step | 14.4 samples/s +Step 20800/44000 | Loss: 2.9695 | LR: 2.79e-04 | 1386.2ms/step | 14.4 samples/s +Step 20810/44000 | Loss: 2.9743 | LR: 2.78e-04 | 1385.0ms/step | 14.4 samples/s +Step 20820/44000 | Loss: 2.9569 | LR: 2.78e-04 | 1387.0ms/step | 14.4 samples/s +Step 20830/44000 | Loss: 2.9554 | LR: 2.78e-04 | 1384.9ms/step | 14.4 samples/s +Step 20840/44000 | Loss: 2.9299 | LR: 2.78e-04 | 1387.4ms/step | 14.4 samples/s +Step 20850/44000 | Loss: 2.9499 | LR: 2.78e-04 | 1390.1ms/step | 14.4 samples/s +Step 20860/44000 | Loss: 2.9728 | LR: 2.77e-04 | 1387.5ms/step | 14.4 samples/s +Step 20870/44000 | Loss: 2.9637 | LR: 2.77e-04 | 1387.8ms/step | 14.4 samples/s +Step 20880/44000 | Loss: 2.9692 | LR: 2.77e-04 | 1389.3ms/step | 14.4 samples/s +Step 20890/44000 | Loss: 2.9667 | LR: 2.77e-04 | 1387.1ms/step | 14.4 samples/s +Step 20900/44000 | Loss: 2.9444 | LR: 2.77e-04 | 1387.7ms/step | 14.4 samples/s +Step 20910/44000 | Loss: 2.9100 | LR: 2.77e-04 | 1386.7ms/step | 14.4 samples/s +Step 20920/44000 | Loss: 2.9777 | LR: 2.76e-04 | 1387.8ms/step | 14.4 samples/s +Step 20930/44000 | Loss: 2.9538 | LR: 2.76e-04 | 1388.3ms/step | 14.4 samples/s +Step 20940/44000 | Loss: 2.9945 | LR: 2.76e-04 | 1383.9ms/step | 14.5 samples/s +Step 20950/44000 | Loss: 2.9676 | LR: 2.76e-04 | 1386.7ms/step | 14.4 samples/s +Step 20960/44000 | Loss: 2.9542 | LR: 2.76e-04 | 1386.7ms/step | 14.4 samples/s +Step 20970/44000 | Loss: 2.9191 | LR: 2.75e-04 | 1388.2ms/step | 14.4 samples/s +Step 20980/44000 | Loss: 2.9403 | LR: 2.75e-04 | 1387.9ms/step | 14.4 samples/s +Step 20990/44000 | Loss: 2.9507 | LR: 2.75e-04 | 1388.6ms/step | 14.4 samples/s +Step 21000/44000 | Loss: 2.9650 | LR: 2.75e-04 | 1390.8ms/step | 14.4 samples/s +Validation at step 21000: Loss = 2.9587, Perplexity = 19.27 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-21000 +Step 21010/44000 | Loss: 2.9743 | LR: 2.75e-04 | 3887.9ms/step | 5.1 samples/s +Step 21020/44000 | Loss: 2.9537 | LR: 2.75e-04 | 1386.9ms/step | 14.4 samples/s +Step 21030/44000 | Loss: 2.9766 | LR: 2.74e-04 | 1386.7ms/step | 14.4 samples/s +Step 21040/44000 | Loss: 2.9925 | LR: 2.74e-04 | 1387.3ms/step | 14.4 samples/s +Step 21050/44000 | Loss: 2.9669 | LR: 2.74e-04 | 1388.1ms/step | 14.4 samples/s +Step 21060/44000 | Loss: 2.9492 | LR: 2.74e-04 | 1386.0ms/step | 14.4 samples/s +Step 21070/44000 | Loss: 2.9404 | LR: 2.74e-04 | 1390.1ms/step | 14.4 samples/s +Step 21080/44000 | Loss: 2.9459 | LR: 2.73e-04 | 1386.7ms/step | 14.4 samples/s +Step 21090/44000 | Loss: 2.9557 | LR: 2.73e-04 | 1387.2ms/step | 14.4 samples/s +Step 21100/44000 | Loss: 2.9286 | LR: 2.73e-04 | 1387.8ms/step | 14.4 samples/s +Step 21110/44000 | Loss: 2.9565 | LR: 2.73e-04 | 1388.0ms/step | 14.4 samples/s +Step 21120/44000 | Loss: 2.9104 | LR: 2.73e-04 | 1388.3ms/step | 14.4 samples/s +Step 21130/44000 | Loss: 2.9450 | LR: 2.73e-04 | 1385.9ms/step | 14.4 samples/s +Step 21140/44000 | Loss: 2.9730 | LR: 2.72e-04 | 1389.2ms/step | 14.4 samples/s +Step 21150/44000 | Loss: 2.9654 | LR: 2.72e-04 | 1387.1ms/step | 14.4 samples/s +Step 21160/44000 | Loss: 2.9679 | LR: 2.72e-04 | 1389.6ms/step | 14.4 samples/s +Step 21170/44000 | Loss: 2.9439 | LR: 2.72e-04 | 1388.5ms/step | 14.4 samples/s +Step 21180/44000 | Loss: 2.9380 | LR: 2.72e-04 | 1388.8ms/step | 14.4 samples/s +Step 21190/44000 | Loss: 2.9673 | LR: 2.71e-04 | 1388.5ms/step | 14.4 samples/s +Step 21200/44000 | Loss: 2.9355 | LR: 2.71e-04 | 1386.3ms/step | 14.4 samples/s +Step 21210/44000 | Loss: 2.9543 | LR: 2.71e-04 | 1388.4ms/step | 14.4 samples/s +Step 21220/44000 | Loss: 2.9613 | LR: 2.71e-04 | 1389.9ms/step | 14.4 samples/s +Step 21230/44000 | Loss: 2.9395 | LR: 2.71e-04 | 1388.6ms/step | 14.4 samples/s +Step 21240/44000 | Loss: 2.9581 | LR: 2.71e-04 | 1387.8ms/step | 14.4 samples/s +Step 21250/44000 | Loss: 2.9548 | LR: 2.70e-04 | 1387.8ms/step | 14.4 samples/s +Step 21260/44000 | Loss: 2.9778 | LR: 2.70e-04 | 1388.3ms/step | 14.4 samples/s +Step 21270/44000 | Loss: 2.9404 | LR: 2.70e-04 | 1387.3ms/step | 14.4 samples/s +Step 21280/44000 | Loss: 2.9617 | LR: 2.70e-04 | 1386.2ms/step | 14.4 samples/s +Step 21290/44000 | Loss: 2.9563 | LR: 2.70e-04 | 1387.6ms/step | 14.4 samples/s +Step 21300/44000 | Loss: 2.9531 | LR: 2.70e-04 | 1385.4ms/step | 14.4 samples/s +Step 21310/44000 | Loss: 2.9499 | LR: 2.69e-04 | 1387.5ms/step | 14.4 samples/s +Step 21320/44000 | Loss: 2.9258 | LR: 2.69e-04 | 1386.9ms/step | 14.4 samples/s +Step 21330/44000 | Loss: 2.9433 | LR: 2.69e-04 | 1386.5ms/step | 14.4 samples/s +Step 21340/44000 | Loss: 2.9712 | LR: 2.69e-04 | 1387.5ms/step | 14.4 samples/s +Step 21350/44000 | Loss: 2.9501 | LR: 2.69e-04 | 1387.5ms/step | 14.4 samples/s +Step 21360/44000 | Loss: 2.9651 | LR: 2.68e-04 | 1386.8ms/step | 14.4 samples/s +Step 21370/44000 | Loss: 2.9753 | LR: 2.68e-04 | 1388.0ms/step | 14.4 samples/s +Step 21380/44000 | Loss: 2.9513 | LR: 2.68e-04 | 1385.5ms/step | 14.4 samples/s +Step 21390/44000 | Loss: 2.9935 | LR: 2.68e-04 | 1386.7ms/step | 14.4 samples/s +Step 21400/44000 | Loss: 2.9955 | LR: 2.68e-04 | 1387.5ms/step | 14.4 samples/s +Step 21410/44000 | Loss: 2.9445 | LR: 2.68e-04 | 1388.3ms/step | 14.4 samples/s +Step 21420/44000 | Loss: 2.9565 | LR: 2.67e-04 | 1389.0ms/step | 14.4 samples/s +Step 21430/44000 | Loss: 2.9525 | LR: 2.67e-04 | 1389.0ms/step | 14.4 samples/s +Step 21440/44000 | Loss: 2.9461 | LR: 2.67e-04 | 1388.5ms/step | 14.4 samples/s +Step 21450/44000 | Loss: 2.9666 | LR: 2.67e-04 | 1387.6ms/step | 14.4 samples/s +Step 21460/44000 | Loss: 2.9631 | LR: 2.67e-04 | 1388.3ms/step | 14.4 samples/s +Step 21470/44000 | Loss: 2.9367 | LR: 2.66e-04 | 1388.0ms/step | 14.4 samples/s +Step 21480/44000 | Loss: 2.9428 | LR: 2.66e-04 | 1388.0ms/step | 14.4 samples/s +Step 21490/44000 | Loss: 2.9437 | LR: 2.66e-04 | 1387.1ms/step | 14.4 samples/s +Step 21500/44000 | Loss: 2.9623 | LR: 2.66e-04 | 1387.7ms/step | 14.4 samples/s +Step 21510/44000 | Loss: 2.9311 | LR: 2.66e-04 | 1389.9ms/step | 14.4 samples/s +Step 21520/44000 | Loss: 2.9437 | LR: 2.66e-04 | 1389.6ms/step | 14.4 samples/s +Step 21530/44000 | Loss: 2.9589 | LR: 2.65e-04 | 1385.1ms/step | 14.4 samples/s +Step 21540/44000 | Loss: 2.9547 | LR: 2.65e-04 | 1388.3ms/step | 14.4 samples/s +Step 21550/44000 | Loss: 2.9624 | LR: 2.65e-04 | 1385.6ms/step | 14.4 samples/s +Step 21560/44000 | Loss: 2.9522 | LR: 2.65e-04 | 1386.0ms/step | 14.4 samples/s +Step 21570/44000 | Loss: 2.9640 | LR: 2.65e-04 | 1386.3ms/step | 14.4 samples/s +Step 21580/44000 | Loss: 2.9661 | LR: 2.64e-04 | 1385.5ms/step | 14.4 samples/s +Step 21590/44000 | Loss: 2.9698 | LR: 2.64e-04 | 1387.5ms/step | 14.4 samples/s +Step 21600/44000 | Loss: 2.9405 | LR: 2.64e-04 | 1387.6ms/step | 14.4 samples/s +Step 21610/44000 | Loss: 2.9556 | LR: 2.64e-04 | 1388.8ms/step | 14.4 samples/s +Step 21620/44000 | Loss: 2.9351 | LR: 2.64e-04 | 1388.8ms/step | 14.4 samples/s +Step 21630/44000 | Loss: 2.9845 | LR: 2.64e-04 | 1389.8ms/step | 14.4 samples/s +Step 21640/44000 | Loss: 2.9410 | LR: 2.63e-04 | 1388.3ms/step | 14.4 samples/s +Step 21650/44000 | Loss: 2.9653 | LR: 2.63e-04 | 1389.4ms/step | 14.4 samples/s +Step 21660/44000 | Loss: 2.9610 | LR: 2.63e-04 | 1386.6ms/step | 14.4 samples/s +Step 21670/44000 | Loss: 2.9366 | LR: 2.63e-04 | 1387.4ms/step | 14.4 samples/s +Step 21680/44000 | Loss: 2.9217 | LR: 2.63e-04 | 1388.2ms/step | 14.4 samples/s +Step 21690/44000 | Loss: 2.9392 | LR: 2.62e-04 | 1387.3ms/step | 14.4 samples/s +Step 21700/44000 | Loss: 2.9475 | LR: 2.62e-04 | 1388.8ms/step | 14.4 samples/s +Step 21710/44000 | Loss: 2.9459 | LR: 2.62e-04 | 1387.8ms/step | 14.4 samples/s +Step 21720/44000 | Loss: 2.9461 | LR: 2.62e-04 | 1387.9ms/step | 14.4 samples/s +Step 21730/44000 | Loss: 2.9389 | LR: 2.62e-04 | 1386.7ms/step | 14.4 samples/s +Step 21740/44000 | Loss: 2.9386 | LR: 2.62e-04 | 1387.0ms/step | 14.4 samples/s +Step 21750/44000 | Loss: 2.9409 | LR: 2.61e-04 | 1387.2ms/step | 14.4 samples/s +Step 21760/44000 | Loss: 2.9642 | LR: 2.61e-04 | 1386.3ms/step | 14.4 samples/s +Step 21770/44000 | Loss: 2.9484 | LR: 2.61e-04 | 1387.5ms/step | 14.4 samples/s +Step 21780/44000 | Loss: 2.9524 | LR: 2.61e-04 | 1387.2ms/step | 14.4 samples/s +Step 21790/44000 | Loss: 2.9617 | LR: 2.61e-04 | 1387.1ms/step | 14.4 samples/s +Step 21800/44000 | Loss: 2.9201 | LR: 2.60e-04 | 1388.3ms/step | 14.4 samples/s +Step 21810/44000 | Loss: 2.9576 | LR: 2.60e-04 | 1389.2ms/step | 14.4 samples/s +Step 21820/44000 | Loss: 2.9551 | LR: 2.60e-04 | 1388.3ms/step | 14.4 samples/s +Step 21830/44000 | Loss: 2.9163 | LR: 2.60e-04 | 1387.8ms/step | 14.4 samples/s +Step 21840/44000 | Loss: 2.9760 | LR: 2.60e-04 | 1386.4ms/step | 14.4 samples/s +Step 21850/44000 | Loss: 2.9705 | LR: 2.60e-04 | 1385.5ms/step | 14.4 samples/s +Step 21860/44000 | Loss: 2.9263 | LR: 2.59e-04 | 1387.5ms/step | 14.4 samples/s +Step 21870/44000 | Loss: 2.9625 | LR: 2.59e-04 | 1387.5ms/step | 14.4 samples/s +Step 21880/44000 | Loss: 2.9545 | LR: 2.59e-04 | 1387.6ms/step | 14.4 samples/s +Step 21890/44000 | Loss: 2.9215 | LR: 2.59e-04 | 1388.8ms/step | 14.4 samples/s +Step 21900/44000 | Loss: 2.9005 | LR: 2.59e-04 | 1388.4ms/step | 14.4 samples/s +Step 21910/44000 | Loss: 2.9070 | LR: 2.58e-04 | 1388.7ms/step | 14.4 samples/s +Step 21920/44000 | Loss: 2.9470 | LR: 2.58e-04 | 1391.5ms/step | 14.4 samples/s +Step 21930/44000 | Loss: 2.9303 | LR: 2.58e-04 | 1388.2ms/step | 14.4 samples/s +Step 21940/44000 | Loss: 2.9609 | LR: 2.58e-04 | 1388.0ms/step | 14.4 samples/s +Step 21950/44000 | Loss: 2.9466 | LR: 2.58e-04 | 1386.0ms/step | 14.4 samples/s +Step 21960/44000 | Loss: 2.9388 | LR: 2.58e-04 | 1386.1ms/step | 14.4 samples/s +Step 21970/44000 | Loss: 2.9747 | LR: 2.57e-04 | 1389.9ms/step | 14.4 samples/s +Step 21980/44000 | Loss: 2.9432 | LR: 2.57e-04 | 1388.1ms/step | 14.4 samples/s +Step 21990/44000 | Loss: 2.9323 | LR: 2.57e-04 | 1387.8ms/step | 14.4 samples/s +Step 22000/44000 | Loss: 2.9291 | LR: 2.57e-04 | 1384.6ms/step | 14.4 samples/s +Validation at step 22000: Loss = 2.9481, Perplexity = 19.07 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-22000 +Step 22010/44000 | Loss: 2.9496 | LR: 2.57e-04 | 3905.3ms/step | 5.1 samples/s +Step 22020/44000 | Loss: 2.9629 | LR: 2.56e-04 | 1386.2ms/step | 14.4 samples/s +Step 22030/44000 | Loss: 2.9486 | LR: 2.56e-04 | 1390.1ms/step | 14.4 samples/s +Step 22040/44000 | Loss: 2.9196 | LR: 2.56e-04 | 1386.9ms/step | 14.4 samples/s +Step 22050/44000 | Loss: 2.9163 | LR: 2.56e-04 | 1385.8ms/step | 14.4 samples/s +Step 22060/44000 | Loss: 2.9438 | LR: 2.56e-04 | 1387.6ms/step | 14.4 samples/s +Step 22070/44000 | Loss: 2.9684 | LR: 2.56e-04 | 1386.9ms/step | 14.4 samples/s +Step 22080/44000 | Loss: 2.9456 | LR: 2.55e-04 | 1388.5ms/step | 14.4 samples/s +Step 22090/44000 | Loss: 2.9324 | LR: 2.55e-04 | 1388.4ms/step | 14.4 samples/s +Step 22100/44000 | Loss: 2.9363 | LR: 2.55e-04 | 1389.8ms/step | 14.4 samples/s +Step 22110/44000 | Loss: 2.9374 | LR: 2.55e-04 | 1388.4ms/step | 14.4 samples/s +Step 22120/44000 | Loss: 2.9485 | LR: 2.55e-04 | 1387.9ms/step | 14.4 samples/s +Step 22130/44000 | Loss: 2.9284 | LR: 2.54e-04 | 1386.1ms/step | 14.4 samples/s +Step 22140/44000 | Loss: 2.9446 | LR: 2.54e-04 | 1387.8ms/step | 14.4 samples/s +Step 22150/44000 | Loss: 2.9326 | LR: 2.54e-04 | 1386.1ms/step | 14.4 samples/s +Step 22160/44000 | Loss: 2.9136 | LR: 2.54e-04 | 1388.0ms/step | 14.4 samples/s +Step 22170/44000 | Loss: 2.9403 | LR: 2.54e-04 | 1387.3ms/step | 14.4 samples/s +Step 22180/44000 | Loss: 2.9431 | LR: 2.54e-04 | 1389.3ms/step | 14.4 samples/s +Step 22190/44000 | Loss: 2.9712 | LR: 2.53e-04 | 1387.2ms/step | 14.4 samples/s +Step 22200/44000 | Loss: 2.9393 | LR: 2.53e-04 | 1385.5ms/step | 14.4 samples/s +Step 22210/44000 | Loss: 2.9148 | LR: 2.53e-04 | 1389.3ms/step | 14.4 samples/s +Step 22220/44000 | Loss: 2.9651 | LR: 2.53e-04 | 1389.0ms/step | 14.4 samples/s +Step 22230/44000 | Loss: 2.9375 | LR: 2.53e-04 | 1389.8ms/step | 14.4 samples/s +Step 22240/44000 | Loss: 2.9508 | LR: 2.52e-04 | 1388.7ms/step | 14.4 samples/s +Step 22250/44000 | Loss: 2.9103 | LR: 2.52e-04 | 1388.2ms/step | 14.4 samples/s +Step 22260/44000 | Loss: 2.9437 | LR: 2.52e-04 | 1389.4ms/step | 14.4 samples/s +Step 22270/44000 | Loss: 2.9801 | LR: 2.52e-04 | 1388.8ms/step | 14.4 samples/s +Step 22280/44000 | Loss: 2.9752 | LR: 2.52e-04 | 1388.6ms/step | 14.4 samples/s +Step 22290/44000 | Loss: 2.9571 | LR: 2.52e-04 | 1389.3ms/step | 14.4 samples/s +Step 22300/44000 | Loss: 2.9521 | LR: 2.51e-04 | 1385.6ms/step | 14.4 samples/s +Step 22310/44000 | Loss: 2.9528 | LR: 2.51e-04 | 1386.3ms/step | 14.4 samples/s +Step 22320/44000 | Loss: 2.9466 | LR: 2.51e-04 | 1386.0ms/step | 14.4 samples/s +Step 22330/44000 | Loss: 2.9170 | LR: 2.51e-04 | 1385.7ms/step | 14.4 samples/s +Step 22340/44000 | Loss: 2.9448 | LR: 2.51e-04 | 1388.4ms/step | 14.4 samples/s +Step 22350/44000 | Loss: 2.9386 | LR: 2.50e-04 | 1387.2ms/step | 14.4 samples/s +Step 22360/44000 | Loss: 2.9305 | LR: 2.50e-04 | 1388.6ms/step | 14.4 samples/s +Step 22370/44000 | Loss: 2.9170 | LR: 2.50e-04 | 1387.6ms/step | 14.4 samples/s +Step 22380/44000 | Loss: 2.9418 | LR: 2.50e-04 | 1387.7ms/step | 14.4 samples/s +Step 22390/44000 | Loss: 2.9403 | LR: 2.50e-04 | 1388.1ms/step | 14.4 samples/s +Step 22400/44000 | Loss: 2.9468 | LR: 2.50e-04 | 1388.5ms/step | 14.4 samples/s +Step 22410/44000 | Loss: 2.9669 | LR: 2.49e-04 | 1390.9ms/step | 14.4 samples/s +Step 22420/44000 | Loss: 2.9469 | LR: 2.49e-04 | 1389.2ms/step | 14.4 samples/s +Step 22430/44000 | Loss: 2.9463 | LR: 2.49e-04 | 1387.5ms/step | 14.4 samples/s +Step 22440/44000 | Loss: 2.9499 | LR: 2.49e-04 | 1386.6ms/step | 14.4 samples/s +Step 22450/44000 | Loss: 2.9314 | LR: 2.49e-04 | 1387.5ms/step | 14.4 samples/s +Step 22460/44000 | Loss: 2.9326 | LR: 2.48e-04 | 1388.0ms/step | 14.4 samples/s +Step 22470/44000 | Loss: 2.9230 | LR: 2.48e-04 | 1388.2ms/step | 14.4 samples/s +Step 22480/44000 | Loss: 2.9011 | LR: 2.48e-04 | 1386.7ms/step | 14.4 samples/s +Step 22490/44000 | Loss: 2.9080 | LR: 2.48e-04 | 1386.6ms/step | 14.4 samples/s +Step 22500/44000 | Loss: 2.9346 | LR: 2.48e-04 | 1389.8ms/step | 14.4 samples/s +Step 22510/44000 | Loss: 2.9344 | LR: 2.48e-04 | 1387.8ms/step | 14.4 samples/s +Step 22520/44000 | Loss: 2.9348 | LR: 2.47e-04 | 1388.3ms/step | 14.4 samples/s +Step 22530/44000 | Loss: 2.9830 | LR: 2.47e-04 | 1389.8ms/step | 14.4 samples/s +Step 22540/44000 | Loss: 2.9463 | LR: 2.47e-04 | 1389.3ms/step | 14.4 samples/s +Step 22550/44000 | Loss: 2.9475 | LR: 2.47e-04 | 1384.8ms/step | 14.4 samples/s +Step 22560/44000 | Loss: 2.9274 | LR: 2.47e-04 | 1385.2ms/step | 14.4 samples/s +Step 22570/44000 | Loss: 2.9304 | LR: 2.46e-04 | 1386.6ms/step | 14.4 samples/s +Step 22580/44000 | Loss: 2.9393 | LR: 2.46e-04 | 1383.4ms/step | 14.5 samples/s +Step 22590/44000 | Loss: 2.9260 | LR: 2.46e-04 | 1383.6ms/step | 14.5 samples/s +Step 22600/44000 | Loss: 2.9469 | LR: 2.46e-04 | 1382.9ms/step | 14.5 samples/s +Step 22610/44000 | Loss: 2.9269 | LR: 2.46e-04 | 1382.4ms/step | 14.5 samples/s +Step 22620/44000 | Loss: 2.9547 | LR: 2.46e-04 | 1384.1ms/step | 14.5 samples/s +Step 22630/44000 | Loss: 2.9483 | LR: 2.45e-04 | 1383.3ms/step | 14.5 samples/s +Step 22640/44000 | Loss: 2.9647 | LR: 2.45e-04 | 1384.2ms/step | 14.4 samples/s +Step 22650/44000 | Loss: 2.9588 | LR: 2.45e-04 | 1387.0ms/step | 14.4 samples/s +Step 22660/44000 | Loss: 2.9209 | LR: 2.45e-04 | 1386.8ms/step | 14.4 samples/s +Step 22670/44000 | Loss: 2.9291 | LR: 2.45e-04 | 1385.8ms/step | 14.4 samples/s +Step 22680/44000 | Loss: 2.9197 | LR: 2.44e-04 | 1386.2ms/step | 14.4 samples/s +Step 22690/44000 | Loss: 2.9371 | LR: 2.44e-04 | 1388.5ms/step | 14.4 samples/s +Step 22700/44000 | Loss: 2.9719 | LR: 2.44e-04 | 1387.6ms/step | 14.4 samples/s +Step 22710/44000 | Loss: 2.9519 | LR: 2.44e-04 | 1385.7ms/step | 14.4 samples/s +Step 22720/44000 | Loss: 2.9458 | LR: 2.44e-04 | 1386.8ms/step | 14.4 samples/s +Step 22730/44000 | Loss: 2.9547 | LR: 2.44e-04 | 1385.1ms/step | 14.4 samples/s +Step 22740/44000 | Loss: 2.9423 | LR: 2.43e-04 | 1388.2ms/step | 14.4 samples/s +Step 22750/44000 | Loss: 2.9309 | LR: 2.43e-04 | 1386.1ms/step | 14.4 samples/s +Step 22760/44000 | Loss: 2.9407 | LR: 2.43e-04 | 1384.8ms/step | 14.4 samples/s +Step 22770/44000 | Loss: 2.9350 | LR: 2.43e-04 | 1385.0ms/step | 14.4 samples/s +Step 22780/44000 | Loss: 2.9275 | LR: 2.43e-04 | 1383.6ms/step | 14.5 samples/s +Step 22790/44000 | Loss: 2.9677 | LR: 2.42e-04 | 1383.8ms/step | 14.5 samples/s +Step 22800/44000 | Loss: 2.9491 | LR: 2.42e-04 | 1386.0ms/step | 14.4 samples/s +Step 22810/44000 | Loss: 2.9212 | LR: 2.42e-04 | 1384.7ms/step | 14.4 samples/s +Step 22820/44000 | Loss: 2.9380 | LR: 2.42e-04 | 1384.3ms/step | 14.4 samples/s +Step 22830/44000 | Loss: 2.9732 | LR: 2.42e-04 | 1386.0ms/step | 14.4 samples/s +Step 22840/44000 | Loss: 2.9391 | LR: 2.42e-04 | 1387.3ms/step | 14.4 samples/s +Step 22850/44000 | Loss: 2.9302 | LR: 2.41e-04 | 1386.3ms/step | 14.4 samples/s +Step 22860/44000 | Loss: 2.9171 | LR: 2.41e-04 | 1388.0ms/step | 14.4 samples/s +Step 22870/44000 | Loss: 2.9281 | LR: 2.41e-04 | 1387.9ms/step | 14.4 samples/s +Step 22880/44000 | Loss: 2.9510 | LR: 2.41e-04 | 1385.6ms/step | 14.4 samples/s +Step 22890/44000 | Loss: 2.9458 | LR: 2.41e-04 | 1387.0ms/step | 14.4 samples/s +Step 22900/44000 | Loss: 2.9458 | LR: 2.40e-04 | 1386.7ms/step | 14.4 samples/s +Step 22910/44000 | Loss: 2.9483 | LR: 2.40e-04 | 1386.3ms/step | 14.4 samples/s +Step 22920/44000 | Loss: 2.9165 | LR: 2.40e-04 | 1385.3ms/step | 14.4 samples/s +Step 22930/44000 | Loss: 2.9249 | LR: 2.40e-04 | 1384.8ms/step | 14.4 samples/s +Step 22940/44000 | Loss: 2.9421 | LR: 2.40e-04 | 1386.4ms/step | 14.4 samples/s +Step 22950/44000 | Loss: 2.9212 | LR: 2.40e-04 | 1386.2ms/step | 14.4 samples/s +Step 22960/44000 | Loss: 2.9432 | LR: 2.39e-04 | 1385.9ms/step | 14.4 samples/s +Step 22970/44000 | Loss: 2.9322 | LR: 2.39e-04 | 1384.0ms/step | 14.5 samples/s +Step 22980/44000 | Loss: 2.9432 | LR: 2.39e-04 | 1384.8ms/step | 14.4 samples/s +Step 22990/44000 | Loss: 2.9387 | LR: 2.39e-04 | 1385.4ms/step | 14.4 samples/s +Step 23000/44000 | Loss: 2.9375 | LR: 2.39e-04 | 1379.9ms/step | 14.5 samples/s +Validation at step 23000: Loss = 2.9391, Perplexity = 18.90 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-23000 +Step 23010/44000 | Loss: 2.9332 | LR: 2.38e-04 | 3880.2ms/step | 5.2 samples/s +Step 23020/44000 | Loss: 2.9275 | LR: 2.38e-04 | 1380.2ms/step | 14.5 samples/s +Step 23030/44000 | Loss: 2.9634 | LR: 2.38e-04 | 1380.8ms/step | 14.5 samples/s +Step 23040/44000 | Loss: 2.9218 | LR: 2.38e-04 | 1384.3ms/step | 14.4 samples/s +Step 23050/44000 | Loss: 2.9382 | LR: 2.38e-04 | 1384.6ms/step | 14.4 samples/s +Step 23060/44000 | Loss: 2.9260 | LR: 2.38e-04 | 1384.9ms/step | 14.4 samples/s +Step 23070/44000 | Loss: 2.9504 | LR: 2.37e-04 | 1385.9ms/step | 14.4 samples/s +Step 23080/44000 | Loss: 2.9145 | LR: 2.37e-04 | 1385.1ms/step | 14.4 samples/s +Step 23090/44000 | Loss: 2.9467 | LR: 2.37e-04 | 1385.4ms/step | 14.4 samples/s +Step 23100/44000 | Loss: 2.9377 | LR: 2.37e-04 | 1386.5ms/step | 14.4 samples/s +Step 23110/44000 | Loss: 2.9137 | LR: 2.37e-04 | 1386.0ms/step | 14.4 samples/s +Step 23120/44000 | Loss: 2.9240 | LR: 2.36e-04 | 1385.4ms/step | 14.4 samples/s +Step 23130/44000 | Loss: 2.9350 | LR: 2.36e-04 | 1387.1ms/step | 14.4 samples/s +Step 23140/44000 | Loss: 2.9322 | LR: 2.36e-04 | 1385.9ms/step | 14.4 samples/s +Step 23150/44000 | Loss: 2.9424 | LR: 2.36e-04 | 1387.1ms/step | 14.4 samples/s +Step 23160/44000 | Loss: 2.9629 | LR: 2.36e-04 | 1384.0ms/step | 14.5 samples/s +Step 23170/44000 | Loss: 2.9193 | LR: 2.36e-04 | 1388.4ms/step | 14.4 samples/s +Step 23180/44000 | Loss: 2.9516 | LR: 2.35e-04 | 1385.3ms/step | 14.4 samples/s +Step 23190/44000 | Loss: 2.9537 | LR: 2.35e-04 | 1386.9ms/step | 14.4 samples/s +Step 23200/44000 | Loss: 2.9049 | LR: 2.35e-04 | 1385.0ms/step | 14.4 samples/s +Step 23210/44000 | Loss: 2.9553 | LR: 2.35e-04 | 1385.4ms/step | 14.4 samples/s +Step 23220/44000 | Loss: 2.8991 | LR: 2.35e-04 | 1384.3ms/step | 14.4 samples/s +Step 23230/44000 | Loss: 2.9223 | LR: 2.34e-04 | 1385.7ms/step | 14.4 samples/s +Step 23240/44000 | Loss: 2.9539 | LR: 2.34e-04 | 1386.9ms/step | 14.4 samples/s +Step 23250/44000 | Loss: 2.9484 | LR: 2.34e-04 | 1385.1ms/step | 14.4 samples/s +Step 23260/44000 | Loss: 2.9361 | LR: 2.34e-04 | 1386.2ms/step | 14.4 samples/s +Step 23270/44000 | Loss: 2.9528 | LR: 2.34e-04 | 1387.7ms/step | 14.4 samples/s +Step 23280/44000 | Loss: 2.9307 | LR: 2.34e-04 | 1386.1ms/step | 14.4 samples/s +Step 23290/44000 | Loss: 2.9260 | LR: 2.33e-04 | 1385.5ms/step | 14.4 samples/s +Step 23300/44000 | Loss: 2.9374 | LR: 2.33e-04 | 1383.0ms/step | 14.5 samples/s +Step 23310/44000 | Loss: 2.9322 | LR: 2.33e-04 | 1384.8ms/step | 14.4 samples/s +Step 23320/44000 | Loss: 2.9287 | LR: 2.33e-04 | 1384.6ms/step | 14.4 samples/s +Step 23330/44000 | Loss: 2.9159 | LR: 2.33e-04 | 1385.8ms/step | 14.4 samples/s +Step 23340/44000 | Loss: 2.9524 | LR: 2.32e-04 | 1384.5ms/step | 14.4 samples/s +Step 23350/44000 | Loss: 2.9257 | LR: 2.32e-04 | 1385.9ms/step | 14.4 samples/s +Step 23360/44000 | Loss: 2.9249 | LR: 2.32e-04 | 1385.5ms/step | 14.4 samples/s +Step 23370/44000 | Loss: 2.9170 | LR: 2.32e-04 | 1385.8ms/step | 14.4 samples/s +Step 23380/44000 | Loss: 2.9345 | LR: 2.32e-04 | 1385.0ms/step | 14.4 samples/s +Step 23390/44000 | Loss: 2.9274 | LR: 2.32e-04 | 1384.0ms/step | 14.5 samples/s +Step 23400/44000 | Loss: 2.9651 | LR: 2.31e-04 | 1386.0ms/step | 14.4 samples/s +Step 23410/44000 | Loss: 2.9021 | LR: 2.31e-04 | 1384.3ms/step | 14.4 samples/s +Step 23420/44000 | Loss: 2.9235 | LR: 2.31e-04 | 1385.4ms/step | 14.4 samples/s +Step 23430/44000 | Loss: 2.9531 | LR: 2.31e-04 | 1384.4ms/step | 14.4 samples/s +Step 23440/44000 | Loss: 2.9086 | LR: 2.31e-04 | 1385.4ms/step | 14.4 samples/s +Step 23450/44000 | Loss: 2.9245 | LR: 2.30e-04 | 1385.7ms/step | 14.4 samples/s +Step 23460/44000 | Loss: 2.8867 | LR: 2.30e-04 | 1386.1ms/step | 14.4 samples/s +Step 23470/44000 | Loss: 2.9497 | LR: 2.30e-04 | 1384.8ms/step | 14.4 samples/s +Step 23480/44000 | Loss: 2.9416 | LR: 2.30e-04 | 1384.0ms/step | 14.5 samples/s +Step 23490/44000 | Loss: 2.9554 | LR: 2.30e-04 | 1385.0ms/step | 14.4 samples/s +Step 23500/44000 | Loss: 2.9052 | LR: 2.30e-04 | 1384.6ms/step | 14.4 samples/s +Step 23510/44000 | Loss: 2.9390 | LR: 2.29e-04 | 1385.8ms/step | 14.4 samples/s +Step 23520/44000 | Loss: 2.9274 | LR: 2.29e-04 | 1386.0ms/step | 14.4 samples/s +Step 23530/44000 | Loss: 2.9351 | LR: 2.29e-04 | 1386.0ms/step | 14.4 samples/s +Step 23540/44000 | Loss: 2.9362 | LR: 2.29e-04 | 1385.8ms/step | 14.4 samples/s +Step 23550/44000 | Loss: 2.9679 | LR: 2.29e-04 | 1385.6ms/step | 14.4 samples/s +Step 23560/44000 | Loss: 2.9360 | LR: 2.29e-04 | 1385.0ms/step | 14.4 samples/s +Step 23570/44000 | Loss: 2.9016 | LR: 2.28e-04 | 1389.8ms/step | 14.4 samples/s +Step 23580/44000 | Loss: 2.8946 | LR: 2.28e-04 | 1384.8ms/step | 14.4 samples/s +Step 23590/44000 | Loss: 2.9715 | LR: 2.28e-04 | 1385.7ms/step | 14.4 samples/s +Step 23600/44000 | Loss: 2.9244 | LR: 2.28e-04 | 1385.5ms/step | 14.4 samples/s +Step 23610/44000 | Loss: 2.9110 | LR: 2.28e-04 | 1384.5ms/step | 14.4 samples/s +Step 23620/44000 | Loss: 2.9300 | LR: 2.27e-04 | 1383.4ms/step | 14.5 samples/s +Step 23630/44000 | Loss: 2.8991 | LR: 2.27e-04 | 1383.9ms/step | 14.5 samples/s +Step 23640/44000 | Loss: 2.9382 | LR: 2.27e-04 | 1384.1ms/step | 14.4 samples/s +Step 23650/44000 | Loss: 2.9354 | LR: 2.27e-04 | 1385.8ms/step | 14.4 samples/s +Step 23660/44000 | Loss: 2.9176 | LR: 2.27e-04 | 1384.2ms/step | 14.4 samples/s +Step 23670/44000 | Loss: 2.9272 | LR: 2.27e-04 | 1384.0ms/step | 14.5 samples/s +Step 23680/44000 | Loss: 2.9352 | LR: 2.26e-04 | 1383.9ms/step | 14.5 samples/s +Step 23690/44000 | Loss: 2.9236 | LR: 2.26e-04 | 1385.0ms/step | 14.4 samples/s +Step 23700/44000 | Loss: 2.9366 | LR: 2.26e-04 | 1384.7ms/step | 14.4 samples/s +Step 23710/44000 | Loss: 2.9492 | LR: 2.26e-04 | 1384.9ms/step | 14.4 samples/s +Step 23720/44000 | Loss: 2.9191 | LR: 2.26e-04 | 1385.5ms/step | 14.4 samples/s +Step 23730/44000 | Loss: 2.9265 | LR: 2.25e-04 | 1383.4ms/step | 14.5 samples/s +Step 23740/44000 | Loss: 2.9226 | LR: 2.25e-04 | 1384.5ms/step | 14.4 samples/s +Step 23750/44000 | Loss: 2.9252 | LR: 2.25e-04 | 1384.9ms/step | 14.4 samples/s +Step 23760/44000 | Loss: 2.9359 | LR: 2.25e-04 | 1385.1ms/step | 14.4 samples/s +Step 23770/44000 | Loss: 2.9509 | LR: 2.25e-04 | 1384.7ms/step | 14.4 samples/s +Step 23780/44000 | Loss: 2.9716 | LR: 2.25e-04 | 1385.8ms/step | 14.4 samples/s +Step 23790/44000 | Loss: 2.9317 | LR: 2.24e-04 | 1383.9ms/step | 14.5 samples/s +Step 23800/44000 | Loss: 2.9674 | LR: 2.24e-04 | 1383.9ms/step | 14.5 samples/s +Step 23810/44000 | Loss: 2.9234 | LR: 2.24e-04 | 1383.2ms/step | 14.5 samples/s +Step 23820/44000 | Loss: 2.9354 | LR: 2.24e-04 | 1385.4ms/step | 14.4 samples/s +Step 23830/44000 | Loss: 2.9127 | LR: 2.24e-04 | 1382.1ms/step | 14.5 samples/s +Step 23840/44000 | Loss: 2.9228 | LR: 2.23e-04 | 1384.8ms/step | 14.4 samples/s +Step 23850/44000 | Loss: 2.9367 | LR: 2.23e-04 | 1383.6ms/step | 14.5 samples/s +Step 23860/44000 | Loss: 2.9214 | LR: 2.23e-04 | 1386.0ms/step | 14.4 samples/s +Step 23870/44000 | Loss: 2.9294 | LR: 2.23e-04 | 1386.3ms/step | 14.4 samples/s +Step 23880/44000 | Loss: 2.9105 | LR: 2.23e-04 | 1385.5ms/step | 14.4 samples/s +Step 23890/44000 | Loss: 2.9248 | LR: 2.23e-04 | 1386.9ms/step | 14.4 samples/s +Step 23900/44000 | Loss: 2.9668 | LR: 2.22e-04 | 1385.3ms/step | 14.4 samples/s +Step 23910/44000 | Loss: 2.9444 | LR: 2.22e-04 | 1384.8ms/step | 14.4 samples/s +Step 23920/44000 | Loss: 2.9385 | LR: 2.22e-04 | 1385.1ms/step | 14.4 samples/s +Step 23930/44000 | Loss: 2.9247 | LR: 2.22e-04 | 1384.5ms/step | 14.4 samples/s +Step 23940/44000 | Loss: 2.9376 | LR: 2.22e-04 | 1384.7ms/step | 14.4 samples/s +Step 23950/44000 | Loss: 2.9386 | LR: 2.21e-04 | 1385.4ms/step | 14.4 samples/s +Step 23960/44000 | Loss: 2.9432 | LR: 2.21e-04 | 1384.6ms/step | 14.4 samples/s +Step 23970/44000 | Loss: 2.9288 | LR: 2.21e-04 | 1385.2ms/step | 14.4 samples/s +Step 23980/44000 | Loss: 2.9214 | LR: 2.21e-04 | 1387.0ms/step | 14.4 samples/s +Step 23990/44000 | Loss: 2.9261 | LR: 2.21e-04 | 1388.2ms/step | 14.4 samples/s +Step 24000/44000 | Loss: 2.9176 | LR: 2.21e-04 | 1384.9ms/step | 14.4 samples/s +Validation at step 24000: Loss = 2.9302, Perplexity = 18.73 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-24000 +Step 24010/44000 | Loss: 2.9412 | LR: 2.20e-04 | 3890.1ms/step | 5.1 samples/s +Step 24020/44000 | Loss: 2.9265 | LR: 2.20e-04 | 1378.7ms/step | 14.5 samples/s +Step 24030/44000 | Loss: 2.9408 | LR: 2.20e-04 | 1382.0ms/step | 14.5 samples/s +Step 24040/44000 | Loss: 2.9523 | LR: 2.20e-04 | 1384.3ms/step | 14.4 samples/s +Step 24050/44000 | Loss: 2.9382 | LR: 2.20e-04 | 1386.7ms/step | 14.4 samples/s +Step 24060/44000 | Loss: 2.9557 | LR: 2.19e-04 | 1384.7ms/step | 14.4 samples/s +Step 24070/44000 | Loss: 2.9329 | LR: 2.19e-04 | 1382.4ms/step | 14.5 samples/s +Step 24080/44000 | Loss: 2.9510 | LR: 2.19e-04 | 1384.4ms/step | 14.4 samples/s +Step 24090/44000 | Loss: 2.9452 | LR: 2.19e-04 | 1386.0ms/step | 14.4 samples/s +Step 24100/44000 | Loss: 2.9340 | LR: 2.19e-04 | 1384.1ms/step | 14.4 samples/s +Step 24110/44000 | Loss: 2.9585 | LR: 2.19e-04 | 1386.9ms/step | 14.4 samples/s +Step 24120/44000 | Loss: 2.9229 | LR: 2.18e-04 | 1384.8ms/step | 14.4 samples/s +Step 24130/44000 | Loss: 2.9250 | LR: 2.18e-04 | 1386.2ms/step | 14.4 samples/s +Step 24140/44000 | Loss: 2.8989 | LR: 2.18e-04 | 1387.5ms/step | 14.4 samples/s +Step 24150/44000 | Loss: 2.9140 | LR: 2.18e-04 | 1384.6ms/step | 14.4 samples/s +Step 24160/44000 | Loss: 2.9185 | LR: 2.18e-04 | 1384.4ms/step | 14.4 samples/s +Step 24170/44000 | Loss: 2.8895 | LR: 2.17e-04 | 1386.1ms/step | 14.4 samples/s +Step 24180/44000 | Loss: 2.9426 | LR: 2.17e-04 | 1387.2ms/step | 14.4 samples/s +Step 24190/44000 | Loss: 2.9283 | LR: 2.17e-04 | 1386.9ms/step | 14.4 samples/s +Step 24200/44000 | Loss: 2.9441 | LR: 2.17e-04 | 1386.4ms/step | 14.4 samples/s +Step 24210/44000 | Loss: 2.9358 | LR: 2.17e-04 | 1386.1ms/step | 14.4 samples/s +Step 24220/44000 | Loss: 2.9207 | LR: 2.17e-04 | 1384.4ms/step | 14.4 samples/s +Step 24230/44000 | Loss: 2.8998 | LR: 2.16e-04 | 1382.8ms/step | 14.5 samples/s +Step 24240/44000 | Loss: 2.9242 | LR: 2.16e-04 | 1385.0ms/step | 14.4 samples/s +Step 24250/44000 | Loss: 2.9256 | LR: 2.16e-04 | 1385.1ms/step | 14.4 samples/s +Step 24260/44000 | Loss: 2.8977 | LR: 2.16e-04 | 1386.5ms/step | 14.4 samples/s +Step 24270/44000 | Loss: 2.9191 | LR: 2.16e-04 | 1385.3ms/step | 14.4 samples/s +Step 24280/44000 | Loss: 2.9278 | LR: 2.16e-04 | 1387.9ms/step | 14.4 samples/s +Step 24290/44000 | Loss: 2.9066 | LR: 2.15e-04 | 1385.1ms/step | 14.4 samples/s +Step 24300/44000 | Loss: 2.9072 | LR: 2.15e-04 | 1384.8ms/step | 14.4 samples/s +Step 24310/44000 | Loss: 2.9265 | LR: 2.15e-04 | 1381.6ms/step | 14.5 samples/s +Step 24320/44000 | Loss: 2.9172 | LR: 2.15e-04 | 1383.1ms/step | 14.5 samples/s +Step 24330/44000 | Loss: 2.9400 | LR: 2.15e-04 | 1385.0ms/step | 14.4 samples/s +Step 24340/44000 | Loss: 2.9078 | LR: 2.14e-04 | 1384.7ms/step | 14.4 samples/s +Step 24350/44000 | Loss: 2.9316 | LR: 2.14e-04 | 1385.9ms/step | 14.4 samples/s +Step 24360/44000 | Loss: 2.9062 | LR: 2.14e-04 | 1383.9ms/step | 14.5 samples/s +Step 24370/44000 | Loss: 2.9234 | LR: 2.14e-04 | 1385.6ms/step | 14.4 samples/s +Step 24380/44000 | Loss: 2.8903 | LR: 2.14e-04 | 1387.4ms/step | 14.4 samples/s +Step 24390/44000 | Loss: 2.9130 | LR: 2.14e-04 | 1386.1ms/step | 14.4 samples/s +Step 24400/44000 | Loss: 2.9255 | LR: 2.13e-04 | 1385.3ms/step | 14.4 samples/s +Step 24410/44000 | Loss: 2.9258 | LR: 2.13e-04 | 1386.4ms/step | 14.4 samples/s +Step 24420/44000 | Loss: 2.9364 | LR: 2.13e-04 | 1385.9ms/step | 14.4 samples/s +Step 24430/44000 | Loss: 2.9086 | LR: 2.13e-04 | 1385.0ms/step | 14.4 samples/s +Step 24440/44000 | Loss: 2.9035 | LR: 2.13e-04 | 1386.1ms/step | 14.4 samples/s +Step 24450/44000 | Loss: 2.9128 | LR: 2.12e-04 | 1386.0ms/step | 14.4 samples/s +Step 24460/44000 | Loss: 2.9468 | LR: 2.12e-04 | 1386.7ms/step | 14.4 samples/s +Step 24470/44000 | Loss: 2.9326 | LR: 2.12e-04 | 1385.0ms/step | 14.4 samples/s +Step 24480/44000 | Loss: 2.9037 | LR: 2.12e-04 | 1385.5ms/step | 14.4 samples/s +Step 24490/44000 | Loss: 2.9089 | LR: 2.12e-04 | 1386.3ms/step | 14.4 samples/s +Step 24500/44000 | Loss: 2.9547 | LR: 2.12e-04 | 1387.1ms/step | 14.4 samples/s +Step 24510/44000 | Loss: 2.9018 | LR: 2.11e-04 | 1385.0ms/step | 14.4 samples/s +Step 24520/44000 | Loss: 2.9027 | LR: 2.11e-04 | 1385.4ms/step | 14.4 samples/s +Step 24530/44000 | Loss: 2.9380 | LR: 2.11e-04 | 1385.3ms/step | 14.4 samples/s +Step 24540/44000 | Loss: 2.9505 | LR: 2.11e-04 | 1385.4ms/step | 14.4 samples/s +Step 24550/44000 | Loss: 2.8978 | LR: 2.11e-04 | 1386.9ms/step | 14.4 samples/s +Step 24560/44000 | Loss: 2.9232 | LR: 2.10e-04 | 1386.0ms/step | 14.4 samples/s +Step 24570/44000 | Loss: 2.8983 | LR: 2.10e-04 | 1386.4ms/step | 14.4 samples/s +Step 24580/44000 | Loss: 2.9258 | LR: 2.10e-04 | 1386.1ms/step | 14.4 samples/s +Step 24590/44000 | Loss: 2.9250 | LR: 2.10e-04 | 1385.8ms/step | 14.4 samples/s +Step 24600/44000 | Loss: 2.9088 | LR: 2.10e-04 | 1386.7ms/step | 14.4 samples/s +Step 24610/44000 | Loss: 2.9376 | LR: 2.10e-04 | 1386.2ms/step | 14.4 samples/s +Step 24620/44000 | Loss: 2.8973 | LR: 2.09e-04 | 1387.3ms/step | 14.4 samples/s +Step 24630/44000 | Loss: 2.9440 | LR: 2.09e-04 | 1386.2ms/step | 14.4 samples/s +Step 24640/44000 | Loss: 2.9282 | LR: 2.09e-04 | 1382.8ms/step | 14.5 samples/s +Step 24650/44000 | Loss: 2.9231 | LR: 2.09e-04 | 1383.7ms/step | 14.5 samples/s +Step 24660/44000 | Loss: 2.9320 | LR: 2.09e-04 | 1383.7ms/step | 14.5 samples/s +Step 24670/44000 | Loss: 2.9342 | LR: 2.09e-04 | 1384.9ms/step | 14.4 samples/s +Step 24680/44000 | Loss: 2.9517 | LR: 2.08e-04 | 1385.4ms/step | 14.4 samples/s +Step 24690/44000 | Loss: 2.9073 | LR: 2.08e-04 | 1385.0ms/step | 14.4 samples/s +Step 24700/44000 | Loss: 2.9283 | LR: 2.08e-04 | 1384.7ms/step | 14.4 samples/s +Step 24710/44000 | Loss: 2.9253 | LR: 2.08e-04 | 1385.7ms/step | 14.4 samples/s +Step 24720/44000 | Loss: 2.9257 | LR: 2.08e-04 | 1386.2ms/step | 14.4 samples/s +Step 24730/44000 | Loss: 2.9223 | LR: 2.07e-04 | 1386.3ms/step | 14.4 samples/s +Step 24740/44000 | Loss: 2.9300 | LR: 2.07e-04 | 1387.3ms/step | 14.4 samples/s +Step 24750/44000 | Loss: 2.9360 | LR: 2.07e-04 | 1386.4ms/step | 14.4 samples/s +Step 24760/44000 | Loss: 2.9115 | LR: 2.07e-04 | 1385.5ms/step | 14.4 samples/s +Step 24770/44000 | Loss: 2.9050 | LR: 2.07e-04 | 1385.8ms/step | 14.4 samples/s +Step 24780/44000 | Loss: 2.8743 | LR: 2.07e-04 | 1385.2ms/step | 14.4 samples/s +Step 24790/44000 | Loss: 2.9399 | LR: 2.06e-04 | 1384.7ms/step | 14.4 samples/s +Step 24800/44000 | Loss: 2.9058 | LR: 2.06e-04 | 1385.7ms/step | 14.4 samples/s +Step 24810/44000 | Loss: 2.9239 | LR: 2.06e-04 | 1386.4ms/step | 14.4 samples/s +Step 24820/44000 | Loss: 2.9290 | LR: 2.06e-04 | 1386.4ms/step | 14.4 samples/s +Step 24830/44000 | Loss: 2.9233 | LR: 2.06e-04 | 1388.7ms/step | 14.4 samples/s +Step 24840/44000 | Loss: 2.9283 | LR: 2.05e-04 | 1387.6ms/step | 14.4 samples/s +Step 24850/44000 | Loss: 2.9185 | LR: 2.05e-04 | 1386.2ms/step | 14.4 samples/s +Step 24860/44000 | Loss: 2.9120 | LR: 2.05e-04 | 1385.2ms/step | 14.4 samples/s +Step 24870/44000 | Loss: 2.9350 | LR: 2.05e-04 | 1384.8ms/step | 14.4 samples/s +Step 24880/44000 | Loss: 2.9278 | LR: 2.05e-04 | 1386.6ms/step | 14.4 samples/s +Step 24890/44000 | Loss: 2.9112 | LR: 2.05e-04 | 1386.6ms/step | 14.4 samples/s +Step 24900/44000 | Loss: 2.9194 | LR: 2.04e-04 | 1385.2ms/step | 14.4 samples/s +Step 24910/44000 | Loss: 2.9034 | LR: 2.04e-04 | 1387.8ms/step | 14.4 samples/s +Step 24920/44000 | Loss: 2.9210 | LR: 2.04e-04 | 1391.8ms/step | 14.4 samples/s +Step 24930/44000 | Loss: 2.8980 | LR: 2.04e-04 | 1388.1ms/step | 14.4 samples/s +Step 24940/44000 | Loss: 2.9457 | LR: 2.04e-04 | 1386.6ms/step | 14.4 samples/s +Step 24950/44000 | Loss: 2.9317 | LR: 2.04e-04 | 1385.3ms/step | 14.4 samples/s +Step 24960/44000 | Loss: 2.9185 | LR: 2.03e-04 | 1386.2ms/step | 14.4 samples/s +Step 24970/44000 | Loss: 2.9067 | LR: 2.03e-04 | 1386.2ms/step | 14.4 samples/s +Step 24980/44000 | Loss: 2.9227 | LR: 2.03e-04 | 1385.8ms/step | 14.4 samples/s +Step 24990/44000 | Loss: 2.9566 | LR: 2.03e-04 | 1386.3ms/step | 14.4 samples/s +Step 25000/44000 | Loss: 2.9166 | LR: 2.03e-04 | 1386.8ms/step | 14.4 samples/s +Validation at step 25000: Loss = 2.9225, Perplexity = 18.59 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-25000 +Step 25010/44000 | Loss: 2.9224 | LR: 2.02e-04 | 3868.9ms/step | 5.2 samples/s +Step 25020/44000 | Loss: 2.9296 | LR: 2.02e-04 | 1380.1ms/step | 14.5 samples/s +Step 25030/44000 | Loss: 2.9339 | LR: 2.02e-04 | 1378.4ms/step | 14.5 samples/s +Step 25040/44000 | Loss: 2.9087 | LR: 2.02e-04 | 1381.4ms/step | 14.5 samples/s +Step 25050/44000 | Loss: 2.9314 | LR: 2.02e-04 | 1380.4ms/step | 14.5 samples/s +Step 25060/44000 | Loss: 2.9463 | LR: 2.02e-04 | 1380.5ms/step | 14.5 samples/s +Step 25070/44000 | Loss: 2.9464 | LR: 2.01e-04 | 1381.4ms/step | 14.5 samples/s +Step 25080/44000 | Loss: 2.9324 | LR: 2.01e-04 | 1384.0ms/step | 14.5 samples/s +Step 25090/44000 | Loss: 2.9552 | LR: 2.01e-04 | 1385.3ms/step | 14.4 samples/s +Step 25100/44000 | Loss: 2.9110 | LR: 2.01e-04 | 1384.7ms/step | 14.4 samples/s +Step 25110/44000 | Loss: 2.9488 | LR: 2.01e-04 | 1385.8ms/step | 14.4 samples/s +Step 25120/44000 | Loss: 2.9199 | LR: 2.00e-04 | 1385.8ms/step | 14.4 samples/s +Step 25130/44000 | Loss: 2.9198 | LR: 2.00e-04 | 1384.3ms/step | 14.4 samples/s +Step 25140/44000 | Loss: 2.9427 | LR: 2.00e-04 | 1385.6ms/step | 14.4 samples/s +Step 25150/44000 | Loss: 2.9185 | LR: 2.00e-04 | 1383.5ms/step | 14.5 samples/s +Step 25160/44000 | Loss: 2.9105 | LR: 2.00e-04 | 1382.8ms/step | 14.5 samples/s +Step 25170/44000 | Loss: 2.9368 | LR: 2.00e-04 | 1386.1ms/step | 14.4 samples/s +Step 25180/44000 | Loss: 2.9260 | LR: 1.99e-04 | 1385.0ms/step | 14.4 samples/s +Step 25190/44000 | Loss: 2.9100 | LR: 1.99e-04 | 1385.7ms/step | 14.4 samples/s +Step 25200/44000 | Loss: 2.8942 | LR: 1.99e-04 | 1387.3ms/step | 14.4 samples/s +Step 25210/44000 | Loss: 2.9235 | LR: 1.99e-04 | 1388.4ms/step | 14.4 samples/s +Step 25220/44000 | Loss: 2.9157 | LR: 1.99e-04 | 1386.7ms/step | 14.4 samples/s +Step 25230/44000 | Loss: 2.9026 | LR: 1.99e-04 | 1385.1ms/step | 14.4 samples/s +Step 25240/44000 | Loss: 2.9589 | LR: 1.98e-04 | 1389.7ms/step | 14.4 samples/s +Step 25250/44000 | Loss: 2.8979 | LR: 1.98e-04 | 1387.7ms/step | 14.4 samples/s +Step 25260/44000 | Loss: 2.9058 | LR: 1.98e-04 | 1385.3ms/step | 14.4 samples/s +Step 25270/44000 | Loss: 2.9124 | LR: 1.98e-04 | 1386.1ms/step | 14.4 samples/s +Step 25280/44000 | Loss: 2.9166 | LR: 1.98e-04 | 1385.9ms/step | 14.4 samples/s +Step 25290/44000 | Loss: 2.9054 | LR: 1.97e-04 | 1385.7ms/step | 14.4 samples/s +Step 25300/44000 | Loss: 2.8855 | LR: 1.97e-04 | 1387.1ms/step | 14.4 samples/s +Step 25310/44000 | Loss: 2.9100 | LR: 1.97e-04 | 1385.0ms/step | 14.4 samples/s +Step 25320/44000 | Loss: 2.9086 | LR: 1.97e-04 | 1386.8ms/step | 14.4 samples/s +Step 25330/44000 | Loss: 2.9201 | LR: 1.97e-04 | 1387.8ms/step | 14.4 samples/s +Step 25340/44000 | Loss: 2.8988 | LR: 1.97e-04 | 1386.8ms/step | 14.4 samples/s +Step 25350/44000 | Loss: 2.9100 | LR: 1.96e-04 | 1386.4ms/step | 14.4 samples/s +Step 25360/44000 | Loss: 2.9261 | LR: 1.96e-04 | 1387.6ms/step | 14.4 samples/s +Step 25370/44000 | Loss: 2.9330 | LR: 1.96e-04 | 1388.1ms/step | 14.4 samples/s +Step 25380/44000 | Loss: 2.9458 | LR: 1.96e-04 | 1385.3ms/step | 14.4 samples/s +Step 25390/44000 | Loss: 2.9204 | LR: 1.96e-04 | 1385.6ms/step | 14.4 samples/s +Step 25400/44000 | Loss: 2.9169 | LR: 1.96e-04 | 1385.1ms/step | 14.4 samples/s +Step 25410/44000 | Loss: 2.9116 | LR: 1.95e-04 | 1385.9ms/step | 14.4 samples/s +Step 25420/44000 | Loss: 2.9238 | LR: 1.95e-04 | 1385.9ms/step | 14.4 samples/s +Step 25430/44000 | Loss: 2.9248 | LR: 1.95e-04 | 1386.2ms/step | 14.4 samples/s +Step 25440/44000 | Loss: 2.9158 | LR: 1.95e-04 | 1386.7ms/step | 14.4 samples/s +Step 25450/44000 | Loss: 2.9289 | LR: 1.95e-04 | 1387.2ms/step | 14.4 samples/s +Step 25460/44000 | Loss: 2.9158 | LR: 1.94e-04 | 1386.3ms/step | 14.4 samples/s +Step 25470/44000 | Loss: 2.9281 | LR: 1.94e-04 | 1384.4ms/step | 14.4 samples/s +Step 25480/44000 | Loss: 2.8903 | LR: 1.94e-04 | 1383.8ms/step | 14.5 samples/s +Step 25490/44000 | Loss: 2.9325 | LR: 1.94e-04 | 1385.6ms/step | 14.4 samples/s +Step 25500/44000 | Loss: 2.9125 | LR: 1.94e-04 | 1384.7ms/step | 14.4 samples/s +Step 25510/44000 | Loss: 2.8929 | LR: 1.94e-04 | 1384.6ms/step | 14.4 samples/s +Step 25520/44000 | Loss: 2.9354 | LR: 1.93e-04 | 1384.7ms/step | 14.4 samples/s +Step 25530/44000 | Loss: 2.8762 | LR: 1.93e-04 | 1386.1ms/step | 14.4 samples/s +Step 25540/44000 | Loss: 2.9402 | LR: 1.93e-04 | 1384.4ms/step | 14.4 samples/s +Step 25550/44000 | Loss: 2.9437 | LR: 1.93e-04 | 1382.5ms/step | 14.5 samples/s +Step 25560/44000 | Loss: 2.9130 | LR: 1.93e-04 | 1385.2ms/step | 14.4 samples/s +Step 25570/44000 | Loss: 2.9129 | LR: 1.92e-04 | 1385.2ms/step | 14.4 samples/s +Step 25580/44000 | Loss: 2.9244 | LR: 1.92e-04 | 1387.1ms/step | 14.4 samples/s +Step 25590/44000 | Loss: 2.9279 | LR: 1.92e-04 | 1384.8ms/step | 14.4 samples/s +Step 25600/44000 | Loss: 2.9301 | LR: 1.92e-04 | 1381.8ms/step | 14.5 samples/s +Step 25610/44000 | Loss: 2.9200 | LR: 1.92e-04 | 1383.5ms/step | 14.5 samples/s +Step 25620/44000 | Loss: 2.9137 | LR: 1.92e-04 | 1384.3ms/step | 14.4 samples/s +Step 25630/44000 | Loss: 2.9280 | LR: 1.91e-04 | 1386.0ms/step | 14.4 samples/s +Step 25640/44000 | Loss: 2.9027 | LR: 1.91e-04 | 1387.4ms/step | 14.4 samples/s +Step 25650/44000 | Loss: 2.9334 | LR: 1.91e-04 | 1385.6ms/step | 14.4 samples/s +Step 25660/44000 | Loss: 2.9385 | LR: 1.91e-04 | 1385.0ms/step | 14.4 samples/s +Step 25670/44000 | Loss: 2.9254 | LR: 1.91e-04 | 1386.7ms/step | 14.4 samples/s +Step 25680/44000 | Loss: 2.9362 | LR: 1.91e-04 | 1382.8ms/step | 14.5 samples/s +Step 25690/44000 | Loss: 2.9214 | LR: 1.90e-04 | 1383.5ms/step | 14.5 samples/s +Step 25700/44000 | Loss: 2.9369 | LR: 1.90e-04 | 1383.8ms/step | 14.5 samples/s +Step 25710/44000 | Loss: 2.9073 | LR: 1.90e-04 | 1381.4ms/step | 14.5 samples/s +Step 25720/44000 | Loss: 2.9111 | LR: 1.90e-04 | 1381.6ms/step | 14.5 samples/s +Step 25730/44000 | Loss: 2.9345 | LR: 1.90e-04 | 1380.7ms/step | 14.5 samples/s +Step 25740/44000 | Loss: 2.9402 | LR: 1.89e-04 | 1381.4ms/step | 14.5 samples/s +Step 25750/44000 | Loss: 2.9116 | LR: 1.89e-04 | 1383.0ms/step | 14.5 samples/s +Step 25760/44000 | Loss: 2.9256 | LR: 1.89e-04 | 1383.6ms/step | 14.5 samples/s +Step 25770/44000 | Loss: 2.9234 | LR: 1.89e-04 | 1384.7ms/step | 14.4 samples/s +Step 25780/44000 | Loss: 2.9124 | LR: 1.89e-04 | 1384.5ms/step | 14.4 samples/s +Step 25790/44000 | Loss: 2.8970 | LR: 1.89e-04 | 1386.2ms/step | 14.4 samples/s +Step 25800/44000 | Loss: 2.9388 | LR: 1.88e-04 | 1383.9ms/step | 14.5 samples/s +Step 25810/44000 | Loss: 2.9370 | LR: 1.88e-04 | 1385.7ms/step | 14.4 samples/s +Step 25820/44000 | Loss: 2.9244 | LR: 1.88e-04 | 1386.2ms/step | 14.4 samples/s +Step 25830/44000 | Loss: 2.9136 | LR: 1.88e-04 | 1386.1ms/step | 14.4 samples/s +Step 25840/44000 | Loss: 2.8965 | LR: 1.88e-04 | 1384.5ms/step | 14.4 samples/s +Step 25850/44000 | Loss: 2.9279 | LR: 1.88e-04 | 1385.3ms/step | 14.4 samples/s +Step 25860/44000 | Loss: 2.9521 | LR: 1.87e-04 | 1385.3ms/step | 14.4 samples/s +Step 25870/44000 | Loss: 2.9310 | LR: 1.87e-04 | 1386.4ms/step | 14.4 samples/s +Step 25880/44000 | Loss: 2.8866 | LR: 1.87e-04 | 1386.2ms/step | 14.4 samples/s +Step 25890/44000 | Loss: 2.8860 | LR: 1.87e-04 | 1385.7ms/step | 14.4 samples/s +Step 25900/44000 | Loss: 2.9269 | LR: 1.87e-04 | 1385.4ms/step | 14.4 samples/s +Step 25910/44000 | Loss: 2.9094 | LR: 1.87e-04 | 1386.9ms/step | 14.4 samples/s +Step 25920/44000 | Loss: 2.9134 | LR: 1.86e-04 | 1383.9ms/step | 14.5 samples/s +Step 25930/44000 | Loss: 2.9232 | LR: 1.86e-04 | 1385.7ms/step | 14.4 samples/s +Step 25940/44000 | Loss: 2.9114 | LR: 1.86e-04 | 1386.5ms/step | 14.4 samples/s +Step 25950/44000 | Loss: 2.9404 | LR: 1.86e-04 | 1386.0ms/step | 14.4 samples/s +Step 25960/44000 | Loss: 2.9049 | LR: 1.86e-04 | 1386.0ms/step | 14.4 samples/s +Step 25970/44000 | Loss: 2.9268 | LR: 1.85e-04 | 1386.4ms/step | 14.4 samples/s +Step 25980/44000 | Loss: 2.9102 | LR: 1.85e-04 | 1389.0ms/step | 14.4 samples/s +Step 25990/44000 | Loss: 2.9086 | LR: 1.85e-04 | 1386.8ms/step | 14.4 samples/s +Step 26000/44000 | Loss: 2.8802 | LR: 1.85e-04 | 1385.8ms/step | 14.4 samples/s +Validation at step 26000: Loss = 2.9160, Perplexity = 18.47 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-26000 +Step 26010/44000 | Loss: 2.9195 | LR: 1.85e-04 | 3851.8ms/step | 5.2 samples/s +Step 26020/44000 | Loss: 2.9140 | LR: 1.85e-04 | 1384.4ms/step | 14.4 samples/s +Step 26030/44000 | Loss: 2.9012 | LR: 1.84e-04 | 1382.7ms/step | 14.5 samples/s +Step 26040/44000 | Loss: 2.8935 | LR: 1.84e-04 | 1385.4ms/step | 14.4 samples/s +Step 26050/44000 | Loss: 2.9223 | LR: 1.84e-04 | 1387.0ms/step | 14.4 samples/s +Step 26060/44000 | Loss: 2.8912 | LR: 1.84e-04 | 1388.5ms/step | 14.4 samples/s +Step 26070/44000 | Loss: 2.9247 | LR: 1.84e-04 | 1387.7ms/step | 14.4 samples/s +Step 26080/44000 | Loss: 2.8878 | LR: 1.84e-04 | 1384.8ms/step | 14.4 samples/s +Step 26090/44000 | Loss: 2.8779 | LR: 1.83e-04 | 1385.0ms/step | 14.4 samples/s +Step 26100/44000 | Loss: 2.9326 | LR: 1.83e-04 | 1386.1ms/step | 14.4 samples/s +Step 26110/44000 | Loss: 2.9276 | LR: 1.83e-04 | 1389.0ms/step | 14.4 samples/s +Step 26120/44000 | Loss: 2.8937 | LR: 1.83e-04 | 1386.0ms/step | 14.4 samples/s +Step 26130/44000 | Loss: 2.9422 | LR: 1.83e-04 | 1387.8ms/step | 14.4 samples/s +Step 26140/44000 | Loss: 2.9319 | LR: 1.82e-04 | 1387.8ms/step | 14.4 samples/s +Step 26150/44000 | Loss: 2.9061 | LR: 1.82e-04 | 1386.7ms/step | 14.4 samples/s +Step 26160/44000 | Loss: 2.9060 | LR: 1.82e-04 | 1387.8ms/step | 14.4 samples/s +Step 26170/44000 | Loss: 2.9101 | LR: 1.82e-04 | 1387.9ms/step | 14.4 samples/s +Step 26180/44000 | Loss: 2.8929 | LR: 1.82e-04 | 1389.3ms/step | 14.4 samples/s +Step 26190/44000 | Loss: 2.9340 | LR: 1.82e-04 | 1386.9ms/step | 14.4 samples/s +Step 26200/44000 | Loss: 2.9282 | LR: 1.81e-04 | 1381.6ms/step | 14.5 samples/s +Step 26210/44000 | Loss: 2.9508 | LR: 1.81e-04 | 1383.5ms/step | 14.5 samples/s +Step 26220/44000 | Loss: 2.9409 | LR: 1.81e-04 | 1384.4ms/step | 14.4 samples/s +Step 26230/44000 | Loss: 2.8938 | LR: 1.81e-04 | 1383.7ms/step | 14.5 samples/s +Step 26240/44000 | Loss: 2.8818 | LR: 1.81e-04 | 1385.5ms/step | 14.4 samples/s +Step 26250/44000 | Loss: 2.8940 | LR: 1.81e-04 | 1384.0ms/step | 14.5 samples/s +Step 26260/44000 | Loss: 2.9020 | LR: 1.80e-04 | 1383.4ms/step | 14.5 samples/s +Step 26270/44000 | Loss: 2.9147 | LR: 1.80e-04 | 1383.7ms/step | 14.5 samples/s +Step 26280/44000 | Loss: 2.9400 | LR: 1.80e-04 | 1383.9ms/step | 14.5 samples/s +Step 26290/44000 | Loss: 2.9038 | LR: 1.80e-04 | 1384.8ms/step | 14.4 samples/s +Step 26300/44000 | Loss: 2.9201 | LR: 1.80e-04 | 1386.8ms/step | 14.4 samples/s +Step 26310/44000 | Loss: 2.8997 | LR: 1.80e-04 | 1386.2ms/step | 14.4 samples/s +Step 26320/44000 | Loss: 2.9296 | LR: 1.79e-04 | 1386.6ms/step | 14.4 samples/s +Step 26330/44000 | Loss: 2.9137 | LR: 1.79e-04 | 1387.5ms/step | 14.4 samples/s +Step 26340/44000 | Loss: 2.8920 | LR: 1.79e-04 | 1386.3ms/step | 14.4 samples/s +Step 26350/44000 | Loss: 2.9160 | LR: 1.79e-04 | 1389.2ms/step | 14.4 samples/s +Step 26360/44000 | Loss: 2.9086 | LR: 1.79e-04 | 1388.9ms/step | 14.4 samples/s +Step 26370/44000 | Loss: 2.9252 | LR: 1.78e-04 | 1388.1ms/step | 14.4 samples/s +Step 26380/44000 | Loss: 2.9268 | LR: 1.78e-04 | 1387.8ms/step | 14.4 samples/s +Step 26390/44000 | Loss: 2.8919 | LR: 1.78e-04 | 1388.5ms/step | 14.4 samples/s +Step 26400/44000 | Loss: 2.9430 | LR: 1.78e-04 | 1387.4ms/step | 14.4 samples/s +Step 26410/44000 | Loss: 2.9193 | LR: 1.78e-04 | 1386.3ms/step | 14.4 samples/s +Step 26420/44000 | Loss: 2.8896 | LR: 1.78e-04 | 1387.8ms/step | 14.4 samples/s +Step 26430/44000 | Loss: 2.9140 | LR: 1.77e-04 | 1387.4ms/step | 14.4 samples/s +Step 26440/44000 | Loss: 2.8970 | LR: 1.77e-04 | 1388.0ms/step | 14.4 samples/s +Step 26450/44000 | Loss: 2.8949 | LR: 1.77e-04 | 1386.8ms/step | 14.4 samples/s +Step 26460/44000 | Loss: 2.8901 | LR: 1.77e-04 | 1389.5ms/step | 14.4 samples/s +Step 26470/44000 | Loss: 2.9006 | LR: 1.77e-04 | 1389.1ms/step | 14.4 samples/s +Step 26480/44000 | Loss: 2.9370 | LR: 1.77e-04 | 1387.6ms/step | 14.4 samples/s +Step 26490/44000 | Loss: 2.9036 | LR: 1.76e-04 | 1387.3ms/step | 14.4 samples/s +Step 26500/44000 | Loss: 2.9113 | LR: 1.76e-04 | 1385.8ms/step | 14.4 samples/s +Step 26510/44000 | Loss: 2.8918 | LR: 1.76e-04 | 1384.5ms/step | 14.4 samples/s +Step 26520/44000 | Loss: 2.9643 | LR: 1.76e-04 | 1386.2ms/step | 14.4 samples/s +Step 26530/44000 | Loss: 2.8960 | LR: 1.76e-04 | 1385.8ms/step | 14.4 samples/s +Step 26540/44000 | Loss: 2.9304 | LR: 1.76e-04 | 1387.9ms/step | 14.4 samples/s +Step 26550/44000 | Loss: 2.9119 | LR: 1.75e-04 | 1387.9ms/step | 14.4 samples/s +Step 26560/44000 | Loss: 2.9234 | LR: 1.75e-04 | 1385.7ms/step | 14.4 samples/s +Step 26570/44000 | Loss: 2.9072 | LR: 1.75e-04 | 1388.6ms/step | 14.4 samples/s +Step 26580/44000 | Loss: 2.9106 | LR: 1.75e-04 | 1388.0ms/step | 14.4 samples/s +Step 26590/44000 | Loss: 2.8919 | LR: 1.75e-04 | 1388.6ms/step | 14.4 samples/s +Step 26600/44000 | Loss: 2.8924 | LR: 1.74e-04 | 1388.6ms/step | 14.4 samples/s +Step 26610/44000 | Loss: 2.9012 | LR: 1.74e-04 | 1387.3ms/step | 14.4 samples/s +Step 26620/44000 | Loss: 2.8904 | LR: 1.74e-04 | 1389.2ms/step | 14.4 samples/s +Step 26630/44000 | Loss: 2.8982 | LR: 1.74e-04 | 1388.6ms/step | 14.4 samples/s +Step 26640/44000 | Loss: 2.9166 | LR: 1.74e-04 | 1387.1ms/step | 14.4 samples/s +Step 26650/44000 | Loss: 2.9251 | LR: 1.74e-04 | 1390.0ms/step | 14.4 samples/s +Step 26660/44000 | Loss: 2.8942 | LR: 1.73e-04 | 1386.6ms/step | 14.4 samples/s +Step 26670/44000 | Loss: 2.9038 | LR: 1.73e-04 | 1386.8ms/step | 14.4 samples/s +Step 26680/44000 | Loss: 2.9450 | LR: 1.73e-04 | 1387.5ms/step | 14.4 samples/s +Step 26690/44000 | Loss: 2.9129 | LR: 1.73e-04 | 1387.8ms/step | 14.4 samples/s +Step 26700/44000 | Loss: 2.9102 | LR: 1.73e-04 | 1387.6ms/step | 14.4 samples/s +Step 26710/44000 | Loss: 2.8911 | LR: 1.73e-04 | 1385.4ms/step | 14.4 samples/s +Step 26720/44000 | Loss: 2.9372 | LR: 1.72e-04 | 1385.8ms/step | 14.4 samples/s +Step 26730/44000 | Loss: 2.9220 | LR: 1.72e-04 | 1384.8ms/step | 14.4 samples/s +Step 26740/44000 | Loss: 2.9231 | LR: 1.72e-04 | 1385.6ms/step | 14.4 samples/s +Step 26750/44000 | Loss: 2.8791 | LR: 1.72e-04 | 1386.2ms/step | 14.4 samples/s +Step 26760/44000 | Loss: 2.9200 | LR: 1.72e-04 | 1387.6ms/step | 14.4 samples/s +Step 26770/44000 | Loss: 2.9143 | LR: 1.72e-04 | 1386.3ms/step | 14.4 samples/s +Step 26780/44000 | Loss: 2.9164 | LR: 1.71e-04 | 1386.0ms/step | 14.4 samples/s +Step 26790/44000 | Loss: 2.9102 | LR: 1.71e-04 | 1386.6ms/step | 14.4 samples/s +Step 26800/44000 | Loss: 2.9129 | LR: 1.71e-04 | 1386.0ms/step | 14.4 samples/s +Step 26810/44000 | Loss: 2.9143 | LR: 1.71e-04 | 1388.0ms/step | 14.4 samples/s +Step 26820/44000 | Loss: 2.9207 | LR: 1.71e-04 | 1383.6ms/step | 14.5 samples/s +Step 26830/44000 | Loss: 2.9083 | LR: 1.71e-04 | 1384.2ms/step | 14.4 samples/s +Step 26840/44000 | Loss: 2.9095 | LR: 1.70e-04 | 1385.2ms/step | 14.4 samples/s +Step 26850/44000 | Loss: 2.9062 | LR: 1.70e-04 | 1382.5ms/step | 14.5 samples/s +Step 26860/44000 | Loss: 2.9570 | LR: 1.70e-04 | 1384.0ms/step | 14.5 samples/s +Step 26870/44000 | Loss: 2.9026 | LR: 1.70e-04 | 1383.0ms/step | 14.5 samples/s +Step 26880/44000 | Loss: 2.9321 | LR: 1.70e-04 | 1385.2ms/step | 14.4 samples/s +Step 26890/44000 | Loss: 2.9007 | LR: 1.69e-04 | 1388.2ms/step | 14.4 samples/s +Step 26900/44000 | Loss: 2.9167 | LR: 1.69e-04 | 1388.6ms/step | 14.4 samples/s +Step 26910/44000 | Loss: 2.8856 | LR: 1.69e-04 | 1386.8ms/step | 14.4 samples/s +Step 26920/44000 | Loss: 2.9110 | LR: 1.69e-04 | 1384.5ms/step | 14.4 samples/s +Step 26930/44000 | Loss: 2.8983 | LR: 1.69e-04 | 1386.0ms/step | 14.4 samples/s +Step 26940/44000 | Loss: 2.9152 | LR: 1.69e-04 | 1386.1ms/step | 14.4 samples/s +Step 26950/44000 | Loss: 2.9011 | LR: 1.68e-04 | 1385.2ms/step | 14.4 samples/s +Step 26960/44000 | Loss: 2.9190 | LR: 1.68e-04 | 1386.4ms/step | 14.4 samples/s +Step 26970/44000 | Loss: 2.9062 | LR: 1.68e-04 | 1385.7ms/step | 14.4 samples/s +Step 26980/44000 | Loss: 2.8987 | LR: 1.68e-04 | 1388.5ms/step | 14.4 samples/s +Step 26990/44000 | Loss: 2.8972 | LR: 1.68e-04 | 1387.2ms/step | 14.4 samples/s +Step 27000/44000 | Loss: 2.8785 | LR: 1.68e-04 | 1388.9ms/step | 14.4 samples/s +Validation at step 27000: Loss = 2.9100, Perplexity = 18.36 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-27000 +Step 27010/44000 | Loss: 2.9059 | LR: 1.67e-04 | 3880.1ms/step | 5.2 samples/s +Step 27020/44000 | Loss: 2.9022 | LR: 1.67e-04 | 1384.1ms/step | 14.4 samples/s +Step 27030/44000 | Loss: 2.8894 | LR: 1.67e-04 | 1386.3ms/step | 14.4 samples/s +Step 27040/44000 | Loss: 2.9242 | LR: 1.67e-04 | 1388.6ms/step | 14.4 samples/s +Step 27050/44000 | Loss: 2.9037 | LR: 1.67e-04 | 1389.0ms/step | 14.4 samples/s +Step 27060/44000 | Loss: 2.9248 | LR: 1.67e-04 | 1387.3ms/step | 14.4 samples/s +Step 27070/44000 | Loss: 2.8653 | LR: 1.66e-04 | 1386.3ms/step | 14.4 samples/s +Step 27080/44000 | Loss: 2.8982 | LR: 1.66e-04 | 1388.5ms/step | 14.4 samples/s +Step 27090/44000 | Loss: 2.8877 | LR: 1.66e-04 | 1388.0ms/step | 14.4 samples/s +Step 27100/44000 | Loss: 2.9170 | LR: 1.66e-04 | 1386.5ms/step | 14.4 samples/s +Step 27110/44000 | Loss: 2.8877 | LR: 1.66e-04 | 1388.9ms/step | 14.4 samples/s +Step 27120/44000 | Loss: 2.9143 | LR: 1.66e-04 | 1388.1ms/step | 14.4 samples/s +Step 27130/44000 | Loss: 2.9083 | LR: 1.65e-04 | 1388.4ms/step | 14.4 samples/s +Step 27140/44000 | Loss: 2.9122 | LR: 1.65e-04 | 1387.0ms/step | 14.4 samples/s +Step 27150/44000 | Loss: 2.9125 | LR: 1.65e-04 | 1389.2ms/step | 14.4 samples/s +Step 27160/44000 | Loss: 2.9329 | LR: 1.65e-04 | 1386.8ms/step | 14.4 samples/s +Step 27170/44000 | Loss: 2.8899 | LR: 1.65e-04 | 1387.3ms/step | 14.4 samples/s +Step 27180/44000 | Loss: 2.9019 | LR: 1.65e-04 | 1388.0ms/step | 14.4 samples/s +Step 27190/44000 | Loss: 2.8784 | LR: 1.64e-04 | 1386.0ms/step | 14.4 samples/s +Step 27200/44000 | Loss: 2.8698 | LR: 1.64e-04 | 1387.7ms/step | 14.4 samples/s +Step 27210/44000 | Loss: 2.8818 | LR: 1.64e-04 | 1387.6ms/step | 14.4 samples/s +Step 27220/44000 | Loss: 2.9108 | LR: 1.64e-04 | 1386.5ms/step | 14.4 samples/s +Step 27230/44000 | Loss: 2.9095 | LR: 1.64e-04 | 1385.7ms/step | 14.4 samples/s +Step 27240/44000 | Loss: 2.9137 | LR: 1.63e-04 | 1386.1ms/step | 14.4 samples/s +Step 27250/44000 | Loss: 2.9136 | LR: 1.63e-04 | 1385.0ms/step | 14.4 samples/s +Step 27260/44000 | Loss: 2.8987 | LR: 1.63e-04 | 1387.2ms/step | 14.4 samples/s +Step 27270/44000 | Loss: 2.9315 | LR: 1.63e-04 | 1389.6ms/step | 14.4 samples/s +Step 27280/44000 | Loss: 2.9489 | LR: 1.63e-04 | 1388.1ms/step | 14.4 samples/s +Step 27290/44000 | Loss: 2.8971 | LR: 1.63e-04 | 1387.1ms/step | 14.4 samples/s +Step 27300/44000 | Loss: 2.9163 | LR: 1.62e-04 | 1386.5ms/step | 14.4 samples/s +Step 27310/44000 | Loss: 2.9013 | LR: 1.62e-04 | 1388.7ms/step | 14.4 samples/s +Step 27320/44000 | Loss: 2.9068 | LR: 1.62e-04 | 1386.2ms/step | 14.4 samples/s +Step 27330/44000 | Loss: 2.9255 | LR: 1.62e-04 | 1384.7ms/step | 14.4 samples/s +Step 27340/44000 | Loss: 2.9184 | LR: 1.62e-04 | 1386.2ms/step | 14.4 samples/s +Step 27350/44000 | Loss: 2.8831 | LR: 1.62e-04 | 1385.0ms/step | 14.4 samples/s +Step 27360/44000 | Loss: 2.8737 | LR: 1.61e-04 | 1387.7ms/step | 14.4 samples/s +Step 27370/44000 | Loss: 2.8974 | LR: 1.61e-04 | 1385.8ms/step | 14.4 samples/s +Step 27380/44000 | Loss: 2.8854 | LR: 1.61e-04 | 1388.1ms/step | 14.4 samples/s +Step 27390/44000 | Loss: 2.9144 | LR: 1.61e-04 | 1384.5ms/step | 14.4 samples/s +Step 27400/44000 | Loss: 2.8977 | LR: 1.61e-04 | 1387.3ms/step | 14.4 samples/s +Step 27410/44000 | Loss: 2.9052 | LR: 1.61e-04 | 1388.7ms/step | 14.4 samples/s +Step 27420/44000 | Loss: 2.9016 | LR: 1.60e-04 | 1391.2ms/step | 14.4 samples/s +Step 27430/44000 | Loss: 2.9214 | LR: 1.60e-04 | 1387.0ms/step | 14.4 samples/s +Step 27440/44000 | Loss: 2.9142 | LR: 1.60e-04 | 1385.6ms/step | 14.4 samples/s +Step 27450/44000 | Loss: 2.9091 | LR: 1.60e-04 | 1386.0ms/step | 14.4 samples/s +Step 27460/44000 | Loss: 2.9164 | LR: 1.60e-04 | 1384.3ms/step | 14.4 samples/s +Step 27470/44000 | Loss: 2.8936 | LR: 1.60e-04 | 1385.8ms/step | 14.4 samples/s +Step 27480/44000 | Loss: 2.8760 | LR: 1.59e-04 | 1385.5ms/step | 14.4 samples/s +Step 27490/44000 | Loss: 2.9225 | LR: 1.59e-04 | 1386.1ms/step | 14.4 samples/s +Step 27500/44000 | Loss: 2.9053 | LR: 1.59e-04 | 1385.9ms/step | 14.4 samples/s +Step 27510/44000 | Loss: 2.9057 | LR: 1.59e-04 | 1386.4ms/step | 14.4 samples/s +Step 27520/44000 | Loss: 2.8877 | LR: 1.59e-04 | 1387.9ms/step | 14.4 samples/s +Step 27530/44000 | Loss: 2.8832 | LR: 1.59e-04 | 1385.1ms/step | 14.4 samples/s +Step 27540/44000 | Loss: 2.9184 | LR: 1.58e-04 | 1385.2ms/step | 14.4 samples/s +Step 27550/44000 | Loss: 2.9058 | LR: 1.58e-04 | 1385.9ms/step | 14.4 samples/s +Step 27560/44000 | Loss: 2.8974 | LR: 1.58e-04 | 1386.5ms/step | 14.4 samples/s +Step 27570/44000 | Loss: 2.8981 | LR: 1.58e-04 | 1386.9ms/step | 14.4 samples/s +Step 27580/44000 | Loss: 2.8914 | LR: 1.58e-04 | 1386.7ms/step | 14.4 samples/s +Step 27590/44000 | Loss: 2.8805 | LR: 1.58e-04 | 1387.5ms/step | 14.4 samples/s +Step 27600/44000 | Loss: 2.8832 | LR: 1.57e-04 | 1387.7ms/step | 14.4 samples/s +Step 27610/44000 | Loss: 2.8990 | LR: 1.57e-04 | 1385.5ms/step | 14.4 samples/s +Step 27620/44000 | Loss: 2.9021 | LR: 1.57e-04 | 1387.0ms/step | 14.4 samples/s +Step 27630/44000 | Loss: 2.9155 | LR: 1.57e-04 | 1386.3ms/step | 14.4 samples/s +Step 27640/44000 | Loss: 2.9041 | LR: 1.57e-04 | 1387.6ms/step | 14.4 samples/s +Step 27650/44000 | Loss: 2.8940 | LR: 1.57e-04 | 1386.6ms/step | 14.4 samples/s +Step 27660/44000 | Loss: 2.8890 | LR: 1.56e-04 | 1384.9ms/step | 14.4 samples/s +Step 27670/44000 | Loss: 2.8943 | LR: 1.56e-04 | 1385.9ms/step | 14.4 samples/s +Step 27680/44000 | Loss: 2.8966 | LR: 1.56e-04 | 1385.9ms/step | 14.4 samples/s +Step 27690/44000 | Loss: 2.8900 | LR: 1.56e-04 | 1386.2ms/step | 14.4 samples/s +Step 27700/44000 | Loss: 2.8764 | LR: 1.56e-04 | 1385.0ms/step | 14.4 samples/s +Step 27710/44000 | Loss: 2.9054 | LR: 1.56e-04 | 1386.2ms/step | 14.4 samples/s +Step 27720/44000 | Loss: 2.8920 | LR: 1.55e-04 | 1386.1ms/step | 14.4 samples/s +Step 27730/44000 | Loss: 2.9215 | LR: 1.55e-04 | 1385.8ms/step | 14.4 samples/s +Step 27740/44000 | Loss: 2.9098 | LR: 1.55e-04 | 1385.8ms/step | 14.4 samples/s +Step 27750/44000 | Loss: 2.9067 | LR: 1.55e-04 | 1385.9ms/step | 14.4 samples/s +Step 27760/44000 | Loss: 2.8922 | LR: 1.55e-04 | 1384.5ms/step | 14.4 samples/s +Step 27770/44000 | Loss: 2.9006 | LR: 1.55e-04 | 1384.3ms/step | 14.4 samples/s +Step 27780/44000 | Loss: 2.9159 | LR: 1.54e-04 | 1381.8ms/step | 14.5 samples/s +Step 27790/44000 | Loss: 2.9019 | LR: 1.54e-04 | 1383.5ms/step | 14.5 samples/s +Step 27800/44000 | Loss: 2.9100 | LR: 1.54e-04 | 1384.3ms/step | 14.4 samples/s +Step 27810/44000 | Loss: 2.9235 | LR: 1.54e-04 | 1386.0ms/step | 14.4 samples/s +Step 27820/44000 | Loss: 2.8869 | LR: 1.54e-04 | 1385.9ms/step | 14.4 samples/s +Step 27830/44000 | Loss: 2.9058 | LR: 1.54e-04 | 1385.9ms/step | 14.4 samples/s +Step 27840/44000 | Loss: 2.9333 | LR: 1.53e-04 | 1387.0ms/step | 14.4 samples/s +Step 27850/44000 | Loss: 2.9194 | LR: 1.53e-04 | 1386.8ms/step | 14.4 samples/s +Step 27860/44000 | Loss: 2.8908 | LR: 1.53e-04 | 1387.8ms/step | 14.4 samples/s +Step 27870/44000 | Loss: 2.9043 | LR: 1.53e-04 | 1386.5ms/step | 14.4 samples/s +Step 27880/44000 | Loss: 2.8689 | LR: 1.53e-04 | 1384.8ms/step | 14.4 samples/s +Step 27890/44000 | Loss: 2.8754 | LR: 1.53e-04 | 1386.9ms/step | 14.4 samples/s +Step 27900/44000 | Loss: 2.8881 | LR: 1.52e-04 | 1385.5ms/step | 14.4 samples/s +Step 27910/44000 | Loss: 2.9081 | LR: 1.52e-04 | 1387.3ms/step | 14.4 samples/s +Step 27920/44000 | Loss: 2.8773 | LR: 1.52e-04 | 1389.3ms/step | 14.4 samples/s +Step 27930/44000 | Loss: 2.9001 | LR: 1.52e-04 | 1388.3ms/step | 14.4 samples/s +Step 27940/44000 | Loss: 2.8945 | LR: 1.52e-04 | 1384.1ms/step | 14.4 samples/s +Step 27950/44000 | Loss: 2.8902 | LR: 1.52e-04 | 1382.1ms/step | 14.5 samples/s +Step 27960/44000 | Loss: 2.9241 | LR: 1.51e-04 | 1383.3ms/step | 14.5 samples/s +Step 27970/44000 | Loss: 2.8999 | LR: 1.51e-04 | 1383.2ms/step | 14.5 samples/s +Step 27980/44000 | Loss: 2.8830 | LR: 1.51e-04 | 1384.1ms/step | 14.4 samples/s +Step 27990/44000 | Loss: 2.9009 | LR: 1.51e-04 | 1384.4ms/step | 14.4 samples/s +Step 28000/44000 | Loss: 2.9206 | LR: 1.51e-04 | 1384.5ms/step | 14.4 samples/s +Validation at step 28000: Loss = 2.9049, Perplexity = 18.26 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-28000 +Step 28010/44000 | Loss: 2.9171 | LR: 1.51e-04 | 3882.9ms/step | 5.2 samples/s +Step 28020/44000 | Loss: 2.8954 | LR: 1.50e-04 | 1379.2ms/step | 14.5 samples/s +Step 28030/44000 | Loss: 2.9170 | LR: 1.50e-04 | 1378.0ms/step | 14.5 samples/s +Step 28040/44000 | Loss: 2.9023 | LR: 1.50e-04 | 1380.7ms/step | 14.5 samples/s +Step 28050/44000 | Loss: 2.8991 | LR: 1.50e-04 | 1381.9ms/step | 14.5 samples/s +Step 28060/44000 | Loss: 2.8925 | LR: 1.50e-04 | 1382.1ms/step | 14.5 samples/s +Step 28070/44000 | Loss: 2.9002 | LR: 1.50e-04 | 1382.8ms/step | 14.5 samples/s +Step 28080/44000 | Loss: 2.9100 | LR: 1.49e-04 | 1383.4ms/step | 14.5 samples/s +Step 28090/44000 | Loss: 2.9213 | LR: 1.49e-04 | 1384.4ms/step | 14.4 samples/s +Step 28100/44000 | Loss: 2.9226 | LR: 1.49e-04 | 1384.8ms/step | 14.4 samples/s +Step 28110/44000 | Loss: 2.8948 | LR: 1.49e-04 | 1384.1ms/step | 14.5 samples/s +Step 28120/44000 | Loss: 2.8748 | LR: 1.49e-04 | 1384.8ms/step | 14.4 samples/s +Step 28130/44000 | Loss: 2.8858 | LR: 1.49e-04 | 1385.3ms/step | 14.4 samples/s +Step 28140/44000 | Loss: 2.8817 | LR: 1.48e-04 | 1384.7ms/step | 14.4 samples/s +Step 28150/44000 | Loss: 2.9042 | LR: 1.48e-04 | 1385.2ms/step | 14.4 samples/s +Step 28160/44000 | Loss: 2.8706 | LR: 1.48e-04 | 1384.4ms/step | 14.4 samples/s +Step 28170/44000 | Loss: 2.9044 | LR: 1.48e-04 | 1382.0ms/step | 14.5 samples/s +Step 28180/44000 | Loss: 2.9339 | LR: 1.48e-04 | 1380.5ms/step | 14.5 samples/s +Step 28190/44000 | Loss: 2.9104 | LR: 1.48e-04 | 1383.1ms/step | 14.5 samples/s +Step 28200/44000 | Loss: 2.9266 | LR: 1.47e-04 | 1383.7ms/step | 14.5 samples/s +Step 28210/44000 | Loss: 2.9091 | LR: 1.47e-04 | 1383.6ms/step | 14.5 samples/s +Step 28220/44000 | Loss: 2.9098 | LR: 1.47e-04 | 1385.1ms/step | 14.4 samples/s +Step 28230/44000 | Loss: 2.9124 | LR: 1.47e-04 | 1383.8ms/step | 14.5 samples/s +Step 28240/44000 | Loss: 2.9262 | LR: 1.47e-04 | 1384.5ms/step | 14.4 samples/s +Step 28250/44000 | Loss: 2.8970 | LR: 1.47e-04 | 1384.1ms/step | 14.5 samples/s +Step 28260/44000 | Loss: 2.9299 | LR: 1.46e-04 | 1383.3ms/step | 14.5 samples/s +Step 28270/44000 | Loss: 2.9154 | LR: 1.46e-04 | 1384.1ms/step | 14.4 samples/s +Step 28280/44000 | Loss: 2.8812 | LR: 1.46e-04 | 1384.3ms/step | 14.4 samples/s +Step 28290/44000 | Loss: 2.9074 | LR: 1.46e-04 | 1384.7ms/step | 14.4 samples/s +Step 28300/44000 | Loss: 2.9070 | LR: 1.46e-04 | 1385.1ms/step | 14.4 samples/s +Step 28310/44000 | Loss: 2.8963 | LR: 1.46e-04 | 1384.4ms/step | 14.4 samples/s +Step 28320/44000 | Loss: 2.8910 | LR: 1.45e-04 | 1385.6ms/step | 14.4 samples/s +Step 28330/44000 | Loss: 2.9144 | LR: 1.45e-04 | 1384.4ms/step | 14.4 samples/s +Step 28340/44000 | Loss: 2.8999 | LR: 1.45e-04 | 1383.4ms/step | 14.5 samples/s +Step 28350/44000 | Loss: 2.8894 | LR: 1.45e-04 | 1384.5ms/step | 14.4 samples/s +Step 28360/44000 | Loss: 2.8761 | LR: 1.45e-04 | 1382.7ms/step | 14.5 samples/s +Step 28370/44000 | Loss: 2.8933 | LR: 1.45e-04 | 1382.0ms/step | 14.5 samples/s +Step 28380/44000 | Loss: 2.8937 | LR: 1.44e-04 | 1382.9ms/step | 14.5 samples/s +Step 28390/44000 | Loss: 2.9093 | LR: 1.44e-04 | 1382.8ms/step | 14.5 samples/s +Step 28400/44000 | Loss: 2.8764 | LR: 1.44e-04 | 1384.9ms/step | 14.4 samples/s +Step 28410/44000 | Loss: 2.9049 | LR: 1.44e-04 | 1385.1ms/step | 14.4 samples/s +Step 28420/44000 | Loss: 2.8946 | LR: 1.44e-04 | 1385.7ms/step | 14.4 samples/s +Step 28430/44000 | Loss: 2.9412 | LR: 1.44e-04 | 1387.6ms/step | 14.4 samples/s +Step 28440/44000 | Loss: 2.8774 | LR: 1.43e-04 | 1386.4ms/step | 14.4 samples/s +Step 28450/44000 | Loss: 2.9000 | LR: 1.43e-04 | 1386.2ms/step | 14.4 samples/s +Step 28460/44000 | Loss: 2.9247 | LR: 1.43e-04 | 1383.2ms/step | 14.5 samples/s +Step 28470/44000 | Loss: 2.8743 | LR: 1.43e-04 | 1382.8ms/step | 14.5 samples/s +Step 28480/44000 | Loss: 2.8791 | LR: 1.43e-04 | 1385.0ms/step | 14.4 samples/s +Step 28490/44000 | Loss: 2.9329 | LR: 1.43e-04 | 1382.1ms/step | 14.5 samples/s +Step 28500/44000 | Loss: 2.9213 | LR: 1.42e-04 | 1383.5ms/step | 14.5 samples/s +Step 28510/44000 | Loss: 2.9075 | LR: 1.42e-04 | 1384.9ms/step | 14.4 samples/s +Step 28520/44000 | Loss: 2.9082 | LR: 1.42e-04 | 1384.5ms/step | 14.4 samples/s +Step 28530/44000 | Loss: 2.8968 | LR: 1.42e-04 | 1385.5ms/step | 14.4 samples/s +Step 28540/44000 | Loss: 2.9237 | LR: 1.42e-04 | 1385.4ms/step | 14.4 samples/s +Step 28550/44000 | Loss: 2.8940 | LR: 1.42e-04 | 1384.8ms/step | 14.4 samples/s +Step 28560/44000 | Loss: 2.8981 | LR: 1.41e-04 | 1383.9ms/step | 14.5 samples/s +Step 28570/44000 | Loss: 2.8857 | LR: 1.41e-04 | 1383.4ms/step | 14.5 samples/s +Step 28580/44000 | Loss: 2.8966 | LR: 1.41e-04 | 1382.8ms/step | 14.5 samples/s +Step 28590/44000 | Loss: 2.9095 | LR: 1.41e-04 | 1386.0ms/step | 14.4 samples/s +Step 28600/44000 | Loss: 2.8888 | LR: 1.41e-04 | 1385.7ms/step | 14.4 samples/s +Step 28610/44000 | Loss: 2.9179 | LR: 1.41e-04 | 1386.0ms/step | 14.4 samples/s +Step 28620/44000 | Loss: 2.9228 | LR: 1.40e-04 | 1384.2ms/step | 14.4 samples/s +Step 28630/44000 | Loss: 2.8979 | LR: 1.40e-04 | 1383.9ms/step | 14.5 samples/s +Step 28640/44000 | Loss: 2.9213 | LR: 1.40e-04 | 1386.0ms/step | 14.4 samples/s +Step 28650/44000 | Loss: 2.9119 | LR: 1.40e-04 | 1384.9ms/step | 14.4 samples/s +Step 28660/44000 | Loss: 2.8845 | LR: 1.40e-04 | 1384.0ms/step | 14.5 samples/s +Step 28670/44000 | Loss: 2.8879 | LR: 1.40e-04 | 1384.1ms/step | 14.4 samples/s +Step 28680/44000 | Loss: 2.9099 | LR: 1.39e-04 | 1383.3ms/step | 14.5 samples/s +Step 28690/44000 | Loss: 2.9055 | LR: 1.39e-04 | 1383.1ms/step | 14.5 samples/s +Step 28700/44000 | Loss: 2.9030 | LR: 1.39e-04 | 1383.5ms/step | 14.5 samples/s +Step 28710/44000 | Loss: 2.8706 | LR: 1.39e-04 | 1386.6ms/step | 14.4 samples/s +Step 28720/44000 | Loss: 2.9295 | LR: 1.39e-04 | 1382.7ms/step | 14.5 samples/s +Step 28730/44000 | Loss: 2.9498 | LR: 1.39e-04 | 1385.2ms/step | 14.4 samples/s +Step 28740/44000 | Loss: 2.9198 | LR: 1.38e-04 | 1386.2ms/step | 14.4 samples/s +Step 28750/44000 | Loss: 2.9013 | LR: 1.38e-04 | 1387.1ms/step | 14.4 samples/s +Step 28760/44000 | Loss: 2.8998 | LR: 1.38e-04 | 1384.5ms/step | 14.4 samples/s +Step 28770/44000 | Loss: 2.8759 | LR: 1.38e-04 | 1384.0ms/step | 14.5 samples/s +Step 28780/44000 | Loss: 2.8984 | LR: 1.38e-04 | 1384.1ms/step | 14.5 samples/s +Step 28790/44000 | Loss: 2.9075 | LR: 1.38e-04 | 1382.9ms/step | 14.5 samples/s +Step 28800/44000 | Loss: 2.9171 | LR: 1.38e-04 | 1381.1ms/step | 14.5 samples/s +Step 28810/44000 | Loss: 2.8931 | LR: 1.37e-04 | 1382.5ms/step | 14.5 samples/s +Step 28820/44000 | Loss: 2.9056 | LR: 1.37e-04 | 1382.9ms/step | 14.5 samples/s +Step 28830/44000 | Loss: 2.9054 | LR: 1.37e-04 | 1385.4ms/step | 14.4 samples/s +Step 28840/44000 | Loss: 2.8787 | LR: 1.37e-04 | 1383.4ms/step | 14.5 samples/s +Step 28850/44000 | Loss: 2.8708 | LR: 1.37e-04 | 1382.5ms/step | 14.5 samples/s +Step 28860/44000 | Loss: 2.8776 | LR: 1.37e-04 | 1385.8ms/step | 14.4 samples/s +Step 28870/44000 | Loss: 2.8999 | LR: 1.36e-04 | 1384.5ms/step | 14.4 samples/s +Step 28880/44000 | Loss: 2.9050 | LR: 1.36e-04 | 1384.5ms/step | 14.4 samples/s +Step 28890/44000 | Loss: 2.8902 | LR: 1.36e-04 | 1385.3ms/step | 14.4 samples/s +Step 28900/44000 | Loss: 2.8741 | LR: 1.36e-04 | 1385.5ms/step | 14.4 samples/s +Step 28910/44000 | Loss: 2.8874 | LR: 1.36e-04 | 1385.2ms/step | 14.4 samples/s +Step 28920/44000 | Loss: 2.9020 | LR: 1.36e-04 | 1384.4ms/step | 14.4 samples/s +Step 28930/44000 | Loss: 2.9291 | LR: 1.35e-04 | 1386.4ms/step | 14.4 samples/s +Step 28940/44000 | Loss: 2.8933 | LR: 1.35e-04 | 1381.8ms/step | 14.5 samples/s +Step 28950/44000 | Loss: 2.8988 | LR: 1.35e-04 | 1385.1ms/step | 14.4 samples/s +Step 28960/44000 | Loss: 2.8900 | LR: 1.35e-04 | 1384.0ms/step | 14.5 samples/s +Step 28970/44000 | Loss: 2.8781 | LR: 1.35e-04 | 1385.2ms/step | 14.4 samples/s +Step 28980/44000 | Loss: 2.9106 | LR: 1.35e-04 | 1384.8ms/step | 14.4 samples/s +Step 28990/44000 | Loss: 2.9152 | LR: 1.34e-04 | 1382.1ms/step | 14.5 samples/s +Step 29000/44000 | Loss: 2.8887 | LR: 1.34e-04 | 1380.6ms/step | 14.5 samples/s +Validation at step 29000: Loss = 2.9005, Perplexity = 18.18 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-29000 +Step 29010/44000 | Loss: 2.8910 | LR: 1.34e-04 | 3856.9ms/step | 5.2 samples/s +Step 29020/44000 | Loss: 2.8895 | LR: 1.34e-04 | 1383.0ms/step | 14.5 samples/s +Step 29030/44000 | Loss: 2.9055 | LR: 1.34e-04 | 1382.8ms/step | 14.5 samples/s +Step 29040/44000 | Loss: 2.9207 | LR: 1.34e-04 | 1383.0ms/step | 14.5 samples/s +Step 29050/44000 | Loss: 2.9098 | LR: 1.33e-04 | 1383.5ms/step | 14.5 samples/s +Step 29060/44000 | Loss: 2.8850 | LR: 1.33e-04 | 1384.0ms/step | 14.5 samples/s +Step 29070/44000 | Loss: 2.8955 | LR: 1.33e-04 | 1381.8ms/step | 14.5 samples/s +Step 29080/44000 | Loss: 2.8793 | LR: 1.33e-04 | 1381.3ms/step | 14.5 samples/s +Step 29090/44000 | Loss: 2.8960 | LR: 1.33e-04 | 1380.3ms/step | 14.5 samples/s +Step 29100/44000 | Loss: 2.9120 | LR: 1.33e-04 | 1382.6ms/step | 14.5 samples/s +Step 29110/44000 | Loss: 2.9208 | LR: 1.33e-04 | 1382.3ms/step | 14.5 samples/s +Step 29120/44000 | Loss: 2.8809 | LR: 1.32e-04 | 1382.8ms/step | 14.5 samples/s +Step 29130/44000 | Loss: 2.9065 | LR: 1.32e-04 | 1382.7ms/step | 14.5 samples/s +Step 29140/44000 | Loss: 2.8905 | LR: 1.32e-04 | 1383.7ms/step | 14.5 samples/s +Step 29150/44000 | Loss: 2.9192 | LR: 1.32e-04 | 1385.8ms/step | 14.4 samples/s +Step 29160/44000 | Loss: 2.8634 | LR: 1.32e-04 | 1384.9ms/step | 14.4 samples/s +Step 29170/44000 | Loss: 2.8846 | LR: 1.32e-04 | 1383.8ms/step | 14.5 samples/s +Step 29180/44000 | Loss: 2.9043 | LR: 1.31e-04 | 1385.6ms/step | 14.4 samples/s +Step 29190/44000 | Loss: 2.8845 | LR: 1.31e-04 | 1384.2ms/step | 14.4 samples/s +Step 29200/44000 | Loss: 2.9010 | LR: 1.31e-04 | 1385.1ms/step | 14.4 samples/s +Step 29210/44000 | Loss: 2.9251 | LR: 1.31e-04 | 1384.9ms/step | 14.4 samples/s +Step 29220/44000 | Loss: 2.8991 | LR: 1.31e-04 | 1382.9ms/step | 14.5 samples/s +Step 29230/44000 | Loss: 2.8889 | LR: 1.31e-04 | 1383.4ms/step | 14.5 samples/s +Step 29240/44000 | Loss: 2.8850 | LR: 1.30e-04 | 1382.3ms/step | 14.5 samples/s +Step 29250/44000 | Loss: 2.9303 | LR: 1.30e-04 | 1380.1ms/step | 14.5 samples/s +Step 29260/44000 | Loss: 2.8788 | LR: 1.30e-04 | 1382.1ms/step | 14.5 samples/s +Step 29270/44000 | Loss: 2.8956 | LR: 1.30e-04 | 1382.4ms/step | 14.5 samples/s +Step 29280/44000 | Loss: 2.8955 | LR: 1.30e-04 | 1384.8ms/step | 14.4 samples/s +Step 29290/44000 | Loss: 2.8878 | LR: 1.30e-04 | 1383.9ms/step | 14.5 samples/s +Step 29300/44000 | Loss: 2.9102 | LR: 1.29e-04 | 1383.8ms/step | 14.5 samples/s +Step 29310/44000 | Loss: 2.8889 | LR: 1.29e-04 | 1382.0ms/step | 14.5 samples/s +Step 29320/44000 | Loss: 2.8785 | LR: 1.29e-04 | 1380.9ms/step | 14.5 samples/s +Step 29330/44000 | Loss: 2.8626 | LR: 1.29e-04 | 1383.8ms/step | 14.5 samples/s +Step 29340/44000 | Loss: 2.8971 | LR: 1.29e-04 | 1384.2ms/step | 14.4 samples/s +Step 29350/44000 | Loss: 2.8582 | LR: 1.29e-04 | 1382.9ms/step | 14.5 samples/s +Step 29360/44000 | Loss: 2.9053 | LR: 1.29e-04 | 1382.3ms/step | 14.5 samples/s +Step 29370/44000 | Loss: 2.8990 | LR: 1.28e-04 | 1381.8ms/step | 14.5 samples/s +Step 29380/44000 | Loss: 2.9097 | LR: 1.28e-04 | 1383.1ms/step | 14.5 samples/s +Step 29390/44000 | Loss: 2.8930 | LR: 1.28e-04 | 1383.1ms/step | 14.5 samples/s +Step 29400/44000 | Loss: 2.8931 | LR: 1.28e-04 | 1383.8ms/step | 14.5 samples/s +Step 29410/44000 | Loss: 2.9039 | LR: 1.28e-04 | 1382.6ms/step | 14.5 samples/s +Step 29420/44000 | Loss: 2.8638 | LR: 1.28e-04 | 1383.6ms/step | 14.5 samples/s +Step 29430/44000 | Loss: 2.9035 | LR: 1.27e-04 | 1381.5ms/step | 14.5 samples/s +Step 29440/44000 | Loss: 2.8834 | LR: 1.27e-04 | 1383.4ms/step | 14.5 samples/s +Step 29450/44000 | Loss: 2.8924 | LR: 1.27e-04 | 1382.7ms/step | 14.5 samples/s +Step 29460/44000 | Loss: 2.9186 | LR: 1.27e-04 | 1381.4ms/step | 14.5 samples/s +Step 29470/44000 | Loss: 2.8932 | LR: 1.27e-04 | 1380.2ms/step | 14.5 samples/s +Step 29480/44000 | Loss: 2.8580 | LR: 1.27e-04 | 1381.9ms/step | 14.5 samples/s +Step 29490/44000 | Loss: 2.9058 | LR: 1.26e-04 | 1382.9ms/step | 14.5 samples/s +Step 29500/44000 | Loss: 2.8894 | LR: 1.26e-04 | 1382.6ms/step | 14.5 samples/s +Step 29510/44000 | Loss: 2.8507 | LR: 1.26e-04 | 1382.8ms/step | 14.5 samples/s +Step 29520/44000 | Loss: 2.8981 | LR: 1.26e-04 | 1383.0ms/step | 14.5 samples/s +Step 29530/44000 | Loss: 2.9102 | LR: 1.26e-04 | 1381.8ms/step | 14.5 samples/s +Step 29540/44000 | Loss: 2.8848 | LR: 1.26e-04 | 1384.8ms/step | 14.4 samples/s +Step 29550/44000 | Loss: 2.8964 | LR: 1.26e-04 | 1385.3ms/step | 14.4 samples/s +Step 29560/44000 | Loss: 2.8930 | LR: 1.25e-04 | 1384.5ms/step | 14.4 samples/s +Step 29570/44000 | Loss: 2.9129 | LR: 1.25e-04 | 1383.1ms/step | 14.5 samples/s +Step 29580/44000 | Loss: 2.8845 | LR: 1.25e-04 | 1382.9ms/step | 14.5 samples/s +Step 29590/44000 | Loss: 2.8790 | LR: 1.25e-04 | 1381.1ms/step | 14.5 samples/s +Step 29600/44000 | Loss: 2.8615 | LR: 1.25e-04 | 1381.9ms/step | 14.5 samples/s +Step 29610/44000 | Loss: 2.8928 | LR: 1.25e-04 | 1383.3ms/step | 14.5 samples/s +Step 29620/44000 | Loss: 2.8752 | LR: 1.24e-04 | 1385.0ms/step | 14.4 samples/s +Step 29630/44000 | Loss: 2.9118 | LR: 1.24e-04 | 1383.5ms/step | 14.5 samples/s +Step 29640/44000 | Loss: 2.9001 | LR: 1.24e-04 | 1384.5ms/step | 14.4 samples/s +Step 29650/44000 | Loss: 2.9220 | LR: 1.24e-04 | 1385.9ms/step | 14.4 samples/s +Step 29660/44000 | Loss: 2.9095 | LR: 1.24e-04 | 1385.1ms/step | 14.4 samples/s +Step 29670/44000 | Loss: 2.8880 | LR: 1.24e-04 | 1382.5ms/step | 14.5 samples/s +Step 29680/44000 | Loss: 2.9018 | LR: 1.23e-04 | 1381.3ms/step | 14.5 samples/s +Step 29690/44000 | Loss: 2.8951 | LR: 1.23e-04 | 1381.4ms/step | 14.5 samples/s +Step 29700/44000 | Loss: 2.8872 | LR: 1.23e-04 | 1380.5ms/step | 14.5 samples/s +Step 29710/44000 | Loss: 2.9080 | LR: 1.23e-04 | 1383.6ms/step | 14.5 samples/s +Step 29720/44000 | Loss: 2.9080 | LR: 1.23e-04 | 1386.0ms/step | 14.4 samples/s +Step 29730/44000 | Loss: 2.9058 | LR: 1.23e-04 | 1382.4ms/step | 14.5 samples/s +Step 29740/44000 | Loss: 2.8757 | LR: 1.23e-04 | 1383.1ms/step | 14.5 samples/s +Step 29750/44000 | Loss: 2.8844 | LR: 1.22e-04 | 1383.6ms/step | 14.5 samples/s +Step 29760/44000 | Loss: 2.9396 | LR: 1.22e-04 | 1382.8ms/step | 14.5 samples/s +Step 29770/44000 | Loss: 2.8929 | LR: 1.22e-04 | 1383.0ms/step | 14.5 samples/s +Step 29780/44000 | Loss: 2.9138 | LR: 1.22e-04 | 1383.8ms/step | 14.5 samples/s +Step 29790/44000 | Loss: 2.9015 | LR: 1.22e-04 | 1385.6ms/step | 14.4 samples/s +Step 29800/44000 | Loss: 2.8995 | LR: 1.22e-04 | 1386.0ms/step | 14.4 samples/s +Step 29810/44000 | Loss: 2.9156 | LR: 1.21e-04 | 1383.9ms/step | 14.5 samples/s +Step 29820/44000 | Loss: 2.9024 | LR: 1.21e-04 | 1383.6ms/step | 14.5 samples/s +Step 29830/44000 | Loss: 2.8698 | LR: 1.21e-04 | 1385.5ms/step | 14.4 samples/s +Step 29840/44000 | Loss: 2.9187 | LR: 1.21e-04 | 1380.7ms/step | 14.5 samples/s +Step 29850/44000 | Loss: 2.8746 | LR: 1.21e-04 | 1380.8ms/step | 14.5 samples/s +Step 29860/44000 | Loss: 2.9304 | LR: 1.21e-04 | 1384.6ms/step | 14.4 samples/s +Step 29870/44000 | Loss: 2.8896 | LR: 1.21e-04 | 1380.5ms/step | 14.5 samples/s +Step 29880/44000 | Loss: 2.8809 | LR: 1.20e-04 | 1382.5ms/step | 14.5 samples/s +Step 29890/44000 | Loss: 2.8891 | LR: 1.20e-04 | 1385.6ms/step | 14.4 samples/s +Step 29900/44000 | Loss: 2.8877 | LR: 1.20e-04 | 1384.4ms/step | 14.4 samples/s +Step 29910/44000 | Loss: 2.8852 | LR: 1.20e-04 | 1383.7ms/step | 14.5 samples/s +Step 29920/44000 | Loss: 2.8612 | LR: 1.20e-04 | 1386.2ms/step | 14.4 samples/s +Step 29930/44000 | Loss: 2.8887 | LR: 1.20e-04 | 1385.2ms/step | 14.4 samples/s +Step 29940/44000 | Loss: 2.8794 | LR: 1.19e-04 | 1384.7ms/step | 14.4 samples/s +Step 29950/44000 | Loss: 2.9034 | LR: 1.19e-04 | 1386.8ms/step | 14.4 samples/s +Step 29960/44000 | Loss: 2.9133 | LR: 1.19e-04 | 1384.8ms/step | 14.4 samples/s +Step 29970/44000 | Loss: 2.8576 | LR: 1.19e-04 | 1382.8ms/step | 14.5 samples/s +Step 29980/44000 | Loss: 2.8789 | LR: 1.19e-04 | 1386.9ms/step | 14.4 samples/s +Step 29990/44000 | Loss: 2.8761 | LR: 1.19e-04 | 1387.6ms/step | 14.4 samples/s +Step 30000/44000 | Loss: 2.8827 | LR: 1.19e-04 | 1385.0ms/step | 14.4 samples/s +Validation at step 30000: Loss = 2.8965, Perplexity = 18.11 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-30000 +Step 30010/44000 | Loss: 2.9399 | LR: 1.18e-04 | 3905.3ms/step | 5.1 samples/s +Step 30020/44000 | Loss: 2.9056 | LR: 1.18e-04 | 1377.3ms/step | 14.5 samples/s +Step 30030/44000 | Loss: 2.8953 | LR: 1.18e-04 | 1375.1ms/step | 14.5 samples/s +Step 30040/44000 | Loss: 2.8881 | LR: 1.18e-04 | 1379.0ms/step | 14.5 samples/s +Step 30050/44000 | Loss: 2.8882 | LR: 1.18e-04 | 1379.4ms/step | 14.5 samples/s +Step 30060/44000 | Loss: 2.8625 | LR: 1.18e-04 | 1381.6ms/step | 14.5 samples/s +Step 30070/44000 | Loss: 2.9050 | LR: 1.17e-04 | 1384.0ms/step | 14.5 samples/s +Step 30080/44000 | Loss: 2.8602 | LR: 1.17e-04 | 1382.3ms/step | 14.5 samples/s +Step 30090/44000 | Loss: 2.8910 | LR: 1.17e-04 | 1381.4ms/step | 14.5 samples/s +Step 30100/44000 | Loss: 2.9042 | LR: 1.17e-04 | 1380.8ms/step | 14.5 samples/s +Step 30110/44000 | Loss: 2.8750 | LR: 1.17e-04 | 1379.9ms/step | 14.5 samples/s +Step 30120/44000 | Loss: 2.9012 | LR: 1.17e-04 | 1381.4ms/step | 14.5 samples/s +Step 30130/44000 | Loss: 2.8650 | LR: 1.17e-04 | 1387.0ms/step | 14.4 samples/s +Step 30140/44000 | Loss: 2.8926 | LR: 1.16e-04 | 1383.4ms/step | 14.5 samples/s +Step 30150/44000 | Loss: 2.9043 | LR: 1.16e-04 | 1382.0ms/step | 14.5 samples/s +Step 30160/44000 | Loss: 2.8823 | LR: 1.16e-04 | 1383.3ms/step | 14.5 samples/s +Step 30170/44000 | Loss: 2.9098 | LR: 1.16e-04 | 1383.6ms/step | 14.5 samples/s +Step 30180/44000 | Loss: 2.8770 | LR: 1.16e-04 | 1382.8ms/step | 14.5 samples/s +Step 30190/44000 | Loss: 2.9038 | LR: 1.16e-04 | 1382.4ms/step | 14.5 samples/s +Step 30200/44000 | Loss: 2.8956 | LR: 1.15e-04 | 1387.1ms/step | 14.4 samples/s +Step 30210/44000 | Loss: 2.8824 | LR: 1.15e-04 | 1381.5ms/step | 14.5 samples/s +Step 30220/44000 | Loss: 2.8895 | LR: 1.15e-04 | 1381.9ms/step | 14.5 samples/s +Step 30230/44000 | Loss: 2.8984 | LR: 1.15e-04 | 1385.5ms/step | 14.4 samples/s +Step 30240/44000 | Loss: 2.8820 | LR: 1.15e-04 | 1381.0ms/step | 14.5 samples/s +Step 30250/44000 | Loss: 2.9157 | LR: 1.15e-04 | 1381.3ms/step | 14.5 samples/s +Step 30260/44000 | Loss: 2.8709 | LR: 1.15e-04 | 1384.0ms/step | 14.5 samples/s +Step 30270/44000 | Loss: 2.8791 | LR: 1.14e-04 | 1383.3ms/step | 14.5 samples/s +Step 30280/44000 | Loss: 2.9038 | LR: 1.14e-04 | 1382.7ms/step | 14.5 samples/s +Step 30290/44000 | Loss: 2.8998 | LR: 1.14e-04 | 1383.5ms/step | 14.5 samples/s +Step 30300/44000 | Loss: 2.8993 | LR: 1.14e-04 | 1382.1ms/step | 14.5 samples/s +Step 30310/44000 | Loss: 2.9178 | LR: 1.14e-04 | 1382.4ms/step | 14.5 samples/s +Step 30320/44000 | Loss: 2.9045 | LR: 1.14e-04 | 1381.2ms/step | 14.5 samples/s +Step 30330/44000 | Loss: 2.8900 | LR: 1.13e-04 | 1380.6ms/step | 14.5 samples/s +Step 30340/44000 | Loss: 2.9128 | LR: 1.13e-04 | 1380.4ms/step | 14.5 samples/s +Step 30350/44000 | Loss: 2.8601 | LR: 1.13e-04 | 1384.0ms/step | 14.5 samples/s +Step 30360/44000 | Loss: 2.8994 | LR: 1.13e-04 | 1383.6ms/step | 14.5 samples/s +Step 30370/44000 | Loss: 2.8978 | LR: 1.13e-04 | 1384.8ms/step | 14.4 samples/s +Step 30380/44000 | Loss: 2.9313 | LR: 1.13e-04 | 1383.2ms/step | 14.5 samples/s +Step 30390/44000 | Loss: 2.9016 | LR: 1.13e-04 | 1382.0ms/step | 14.5 samples/s +Step 30400/44000 | Loss: 2.9061 | LR: 1.12e-04 | 1382.7ms/step | 14.5 samples/s +Step 30410/44000 | Loss: 2.8511 | LR: 1.12e-04 | 1382.1ms/step | 14.5 samples/s +Step 30420/44000 | Loss: 2.8645 | LR: 1.12e-04 | 1382.9ms/step | 14.5 samples/s +Step 30430/44000 | Loss: 2.9141 | LR: 1.12e-04 | 1382.3ms/step | 14.5 samples/s +Step 30440/44000 | Loss: 2.8869 | LR: 1.12e-04 | 1381.6ms/step | 14.5 samples/s +Step 30450/44000 | Loss: 2.8756 | LR: 1.12e-04 | 1380.3ms/step | 14.5 samples/s +Step 30460/44000 | Loss: 2.8782 | LR: 1.11e-04 | 1380.1ms/step | 14.5 samples/s +Step 30470/44000 | Loss: 2.8984 | LR: 1.11e-04 | 1381.9ms/step | 14.5 samples/s +Step 30480/44000 | Loss: 2.9155 | LR: 1.11e-04 | 1383.0ms/step | 14.5 samples/s +Step 30490/44000 | Loss: 2.8935 | LR: 1.11e-04 | 1381.4ms/step | 14.5 samples/s +Step 30500/44000 | Loss: 2.9002 | LR: 1.11e-04 | 1383.5ms/step | 14.5 samples/s +Step 30510/44000 | Loss: 2.8763 | LR: 1.11e-04 | 1383.8ms/step | 14.5 samples/s +Step 30520/44000 | Loss: 2.8843 | LR: 1.11e-04 | 1381.7ms/step | 14.5 samples/s +Step 30530/44000 | Loss: 2.9029 | LR: 1.10e-04 | 1381.0ms/step | 14.5 samples/s +Step 30540/44000 | Loss: 2.9065 | LR: 1.10e-04 | 1382.1ms/step | 14.5 samples/s +Step 30550/44000 | Loss: 2.8857 | LR: 1.10e-04 | 1381.8ms/step | 14.5 samples/s +Step 30560/44000 | Loss: 2.8741 | LR: 1.10e-04 | 1381.7ms/step | 14.5 samples/s +Step 30570/44000 | Loss: 2.9072 | LR: 1.10e-04 | 1382.0ms/step | 14.5 samples/s +Step 30580/44000 | Loss: 2.8750 | LR: 1.10e-04 | 1381.4ms/step | 14.5 samples/s +Step 30590/44000 | Loss: 2.9127 | LR: 1.10e-04 | 1381.2ms/step | 14.5 samples/s +Step 30600/44000 | Loss: 2.8615 | LR: 1.09e-04 | 1377.6ms/step | 14.5 samples/s +Step 30610/44000 | Loss: 2.8733 | LR: 1.09e-04 | 1380.7ms/step | 14.5 samples/s +Step 30620/44000 | Loss: 2.8764 | LR: 1.09e-04 | 1379.3ms/step | 14.5 samples/s +Step 30630/44000 | Loss: 2.8897 | LR: 1.09e-04 | 1382.3ms/step | 14.5 samples/s +Step 30640/44000 | Loss: 2.8872 | LR: 1.09e-04 | 1381.8ms/step | 14.5 samples/s +Step 30650/44000 | Loss: 2.8641 | LR: 1.09e-04 | 1381.8ms/step | 14.5 samples/s +Step 30660/44000 | Loss: 2.8973 | LR: 1.08e-04 | 1382.2ms/step | 14.5 samples/s +Step 30670/44000 | Loss: 2.8698 | LR: 1.08e-04 | 1380.3ms/step | 14.5 samples/s +Step 30680/44000 | Loss: 2.8821 | LR: 1.08e-04 | 1381.4ms/step | 14.5 samples/s +Step 30690/44000 | Loss: 2.8914 | LR: 1.08e-04 | 1383.5ms/step | 14.5 samples/s +Step 30700/44000 | Loss: 2.9131 | LR: 1.08e-04 | 1381.1ms/step | 14.5 samples/s +Step 30710/44000 | Loss: 2.8994 | LR: 1.08e-04 | 1383.7ms/step | 14.5 samples/s +Step 30720/44000 | Loss: 2.8775 | LR: 1.08e-04 | 1381.2ms/step | 14.5 samples/s +Step 30730/44000 | Loss: 2.9006 | LR: 1.07e-04 | 1383.6ms/step | 14.5 samples/s +Step 30740/44000 | Loss: 2.8885 | LR: 1.07e-04 | 1382.1ms/step | 14.5 samples/s +Step 30750/44000 | Loss: 2.8675 | LR: 1.07e-04 | 1382.3ms/step | 14.5 samples/s +Step 30760/44000 | Loss: 2.8698 | LR: 1.07e-04 | 1383.1ms/step | 14.5 samples/s +Step 30770/44000 | Loss: 2.8795 | LR: 1.07e-04 | 1383.9ms/step | 14.5 samples/s +Step 30780/44000 | Loss: 2.8894 | LR: 1.07e-04 | 1383.9ms/step | 14.5 samples/s +Step 30790/44000 | Loss: 2.8981 | LR: 1.07e-04 | 1382.0ms/step | 14.5 samples/s +Step 30800/44000 | Loss: 2.9460 | LR: 1.06e-04 | 1381.7ms/step | 14.5 samples/s +Step 30810/44000 | Loss: 2.9386 | LR: 1.06e-04 | 1378.8ms/step | 14.5 samples/s +Step 30820/44000 | Loss: 2.8988 | LR: 1.06e-04 | 1381.1ms/step | 14.5 samples/s +Step 30830/44000 | Loss: 2.8870 | LR: 1.06e-04 | 1381.0ms/step | 14.5 samples/s +Step 30840/44000 | Loss: 2.8949 | LR: 1.06e-04 | 1378.1ms/step | 14.5 samples/s +Step 30850/44000 | Loss: 2.9252 | LR: 1.06e-04 | 1378.8ms/step | 14.5 samples/s +Step 30860/44000 | Loss: 2.8956 | LR: 1.05e-04 | 1381.7ms/step | 14.5 samples/s +Step 30870/44000 | Loss: 2.8779 | LR: 1.05e-04 | 1380.7ms/step | 14.5 samples/s +Step 30880/44000 | Loss: 2.8881 | LR: 1.05e-04 | 1382.0ms/step | 14.5 samples/s +Step 30890/44000 | Loss: 2.9089 | LR: 1.05e-04 | 1383.9ms/step | 14.5 samples/s +Step 30900/44000 | Loss: 2.8697 | LR: 1.05e-04 | 1379.5ms/step | 14.5 samples/s +Step 30910/44000 | Loss: 2.8832 | LR: 1.05e-04 | 1378.1ms/step | 14.5 samples/s +Step 30920/44000 | Loss: 2.8817 | LR: 1.05e-04 | 1381.3ms/step | 14.5 samples/s +Step 30930/44000 | Loss: 2.8853 | LR: 1.04e-04 | 1381.5ms/step | 14.5 samples/s +Step 30940/44000 | Loss: 2.8871 | LR: 1.04e-04 | 1381.4ms/step | 14.5 samples/s +Step 30950/44000 | Loss: 2.8960 | LR: 1.04e-04 | 1383.5ms/step | 14.5 samples/s +Step 30960/44000 | Loss: 2.9131 | LR: 1.04e-04 | 1382.8ms/step | 14.5 samples/s +Step 30970/44000 | Loss: 2.8621 | LR: 1.04e-04 | 1382.6ms/step | 14.5 samples/s +Step 30980/44000 | Loss: 2.9016 | LR: 1.04e-04 | 1383.1ms/step | 14.5 samples/s +Step 30990/44000 | Loss: 2.9056 | LR: 1.04e-04 | 1380.9ms/step | 14.5 samples/s +Step 31000/44000 | Loss: 2.8930 | LR: 1.03e-04 | 1380.2ms/step | 14.5 samples/s +Validation at step 31000: Loss = 2.8933, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-31000 +Step 31010/44000 | Loss: 2.8819 | LR: 1.03e-04 | 3874.9ms/step | 5.2 samples/s +Step 31020/44000 | Loss: 2.9023 | LR: 1.03e-04 | 1381.2ms/step | 14.5 samples/s +Step 31030/44000 | Loss: 2.8753 | LR: 1.03e-04 | 1381.0ms/step | 14.5 samples/s +Step 31040/44000 | Loss: 2.8811 | LR: 1.03e-04 | 1382.2ms/step | 14.5 samples/s +Step 31050/44000 | Loss: 2.8636 | LR: 1.03e-04 | 1383.5ms/step | 14.5 samples/s +Step 31060/44000 | Loss: 2.8919 | LR: 1.03e-04 | 1383.2ms/step | 14.5 samples/s +Step 31070/44000 | Loss: 2.9063 | LR: 1.02e-04 | 1382.8ms/step | 14.5 samples/s +Step 31080/44000 | Loss: 2.8968 | LR: 1.02e-04 | 1384.1ms/step | 14.4 samples/s +Step 31090/44000 | Loss: 2.8681 | LR: 1.02e-04 | 1385.8ms/step | 14.4 samples/s +Step 31100/44000 | Loss: 2.8906 | LR: 1.02e-04 | 1386.0ms/step | 14.4 samples/s +Step 31110/44000 | Loss: 2.8917 | LR: 1.02e-04 | 1385.2ms/step | 14.4 samples/s +Step 31120/44000 | Loss: 2.8909 | LR: 1.02e-04 | 1382.6ms/step | 14.5 samples/s +Step 31130/44000 | Loss: 2.8850 | LR: 1.02e-04 | 1384.7ms/step | 14.4 samples/s +Step 31140/44000 | Loss: 2.8800 | LR: 1.01e-04 | 1383.9ms/step | 14.5 samples/s +Step 31150/44000 | Loss: 2.8823 | LR: 1.01e-04 | 1384.3ms/step | 14.4 samples/s +Step 31160/44000 | Loss: 2.9179 | LR: 1.01e-04 | 1386.2ms/step | 14.4 samples/s +Step 31170/44000 | Loss: 2.9059 | LR: 1.01e-04 | 1383.5ms/step | 14.5 samples/s +Step 31180/44000 | Loss: 2.9084 | LR: 1.01e-04 | 1382.3ms/step | 14.5 samples/s +Step 31190/44000 | Loss: 2.8617 | LR: 1.01e-04 | 1380.9ms/step | 14.5 samples/s +Step 31200/44000 | Loss: 2.8722 | LR: 1.00e-04 | 1383.1ms/step | 14.5 samples/s +Step 31210/44000 | Loss: 2.8772 | LR: 1.00e-04 | 1385.5ms/step | 14.4 samples/s +Step 31220/44000 | Loss: 2.8709 | LR: 1.00e-04 | 1384.4ms/step | 14.4 samples/s +Step 31230/44000 | Loss: 2.9071 | LR: 1.00e-04 | 1385.9ms/step | 14.4 samples/s +Step 31240/44000 | Loss: 2.8635 | LR: 9.99e-05 | 1387.3ms/step | 14.4 samples/s +Step 31250/44000 | Loss: 2.9039 | LR: 9.98e-05 | 1384.8ms/step | 14.4 samples/s +Step 31260/44000 | Loss: 2.9000 | LR: 9.96e-05 | 1385.8ms/step | 14.4 samples/s +Step 31270/44000 | Loss: 2.9030 | LR: 9.95e-05 | 1383.6ms/step | 14.5 samples/s +Step 31280/44000 | Loss: 2.8911 | LR: 9.93e-05 | 1381.1ms/step | 14.5 samples/s +Step 31290/44000 | Loss: 2.8823 | LR: 9.92e-05 | 1383.9ms/step | 14.5 samples/s +Step 31300/44000 | Loss: 2.9308 | LR: 9.90e-05 | 1386.0ms/step | 14.4 samples/s +Step 31310/44000 | Loss: 2.9173 | LR: 9.89e-05 | 1384.5ms/step | 14.4 samples/s +Step 31320/44000 | Loss: 2.8845 | LR: 9.88e-05 | 1383.7ms/step | 14.5 samples/s +Step 31330/44000 | Loss: 2.9142 | LR: 9.86e-05 | 1383.9ms/step | 14.5 samples/s +Step 31340/44000 | Loss: 2.8891 | LR: 9.85e-05 | 1385.7ms/step | 14.4 samples/s +Step 31350/44000 | Loss: 2.8932 | LR: 9.83e-05 | 1385.5ms/step | 14.4 samples/s +Step 31360/44000 | Loss: 2.9014 | LR: 9.82e-05 | 1385.4ms/step | 14.4 samples/s +Step 31370/44000 | Loss: 2.8706 | LR: 9.80e-05 | 1384.9ms/step | 14.4 samples/s +Step 31380/44000 | Loss: 2.8726 | LR: 9.79e-05 | 1385.6ms/step | 14.4 samples/s +Step 31390/44000 | Loss: 2.8949 | LR: 9.77e-05 | 1384.1ms/step | 14.4 samples/s +Step 31400/44000 | Loss: 2.8757 | LR: 9.76e-05 | 1384.2ms/step | 14.4 samples/s +Step 31410/44000 | Loss: 2.9077 | LR: 9.75e-05 | 1384.3ms/step | 14.4 samples/s +Step 31420/44000 | Loss: 2.9091 | LR: 9.73e-05 | 1381.9ms/step | 14.5 samples/s +Step 31430/44000 | Loss: 2.8888 | LR: 9.72e-05 | 1381.1ms/step | 14.5 samples/s +Step 31440/44000 | Loss: 2.9019 | LR: 9.70e-05 | 1381.0ms/step | 14.5 samples/s +Step 31450/44000 | Loss: 2.9126 | LR: 9.69e-05 | 1380.7ms/step | 14.5 samples/s +Step 31460/44000 | Loss: 2.8777 | LR: 9.67e-05 | 1380.5ms/step | 14.5 samples/s +Step 31470/44000 | Loss: 2.9418 | LR: 9.66e-05 | 1382.9ms/step | 14.5 samples/s +Step 31480/44000 | Loss: 2.9029 | LR: 9.65e-05 | 1381.8ms/step | 14.5 samples/s +Step 31490/44000 | Loss: 2.9130 | LR: 9.63e-05 | 1382.7ms/step | 14.5 samples/s +Step 31500/44000 | Loss: 2.8896 | LR: 9.62e-05 | 1382.5ms/step | 14.5 samples/s +Step 31510/44000 | Loss: 2.8852 | LR: 9.60e-05 | 1383.7ms/step | 14.5 samples/s +Step 31520/44000 | Loss: 2.8794 | LR: 9.59e-05 | 1380.9ms/step | 14.5 samples/s +Step 31530/44000 | Loss: 2.9062 | LR: 9.57e-05 | 1382.4ms/step | 14.5 samples/s +Step 31540/44000 | Loss: 2.8709 | LR: 9.56e-05 | 1382.1ms/step | 14.5 samples/s +Step 31550/44000 | Loss: 2.8841 | LR: 9.54e-05 | 1383.6ms/step | 14.5 samples/s +Step 31560/44000 | Loss: 2.8707 | LR: 9.53e-05 | 1383.4ms/step | 14.5 samples/s +Step 31570/44000 | Loss: 2.8973 | LR: 9.52e-05 | 1382.3ms/step | 14.5 samples/s +Step 31580/44000 | Loss: 2.8976 | LR: 9.50e-05 | 1381.4ms/step | 14.5 samples/s +Step 31590/44000 | Loss: 2.8742 | LR: 9.49e-05 | 1383.1ms/step | 14.5 samples/s +Step 31600/44000 | Loss: 2.8711 | LR: 9.47e-05 | 1382.4ms/step | 14.5 samples/s +Step 31610/44000 | Loss: 2.8451 | LR: 9.46e-05 | 1383.9ms/step | 14.5 samples/s +Step 31620/44000 | Loss: 2.8366 | LR: 9.45e-05 | 1382.7ms/step | 14.5 samples/s +Step 31630/44000 | Loss: 2.8928 | LR: 9.43e-05 | 1383.4ms/step | 14.5 samples/s +Step 31640/44000 | Loss: 2.9058 | LR: 9.42e-05 | 1385.2ms/step | 14.4 samples/s +Step 31650/44000 | Loss: 2.8713 | LR: 9.40e-05 | 1384.2ms/step | 14.4 samples/s +Step 31660/44000 | Loss: 2.8660 | LR: 9.39e-05 | 1382.1ms/step | 14.5 samples/s +Step 31670/44000 | Loss: 2.8681 | LR: 9.37e-05 | 1382.7ms/step | 14.5 samples/s +Step 31680/44000 | Loss: 2.8706 | LR: 9.36e-05 | 1381.9ms/step | 14.5 samples/s +Step 31690/44000 | Loss: 2.8579 | LR: 9.35e-05 | 1381.8ms/step | 14.5 samples/s +Step 31700/44000 | Loss: 2.9042 | LR: 9.33e-05 | 1381.7ms/step | 14.5 samples/s +Step 31710/44000 | Loss: 2.9058 | LR: 9.32e-05 | 1382.2ms/step | 14.5 samples/s +Step 31720/44000 | Loss: 2.8868 | LR: 9.30e-05 | 1382.8ms/step | 14.5 samples/s +Step 31730/44000 | Loss: 2.8930 | LR: 9.29e-05 | 1384.1ms/step | 14.4 samples/s +Step 31740/44000 | Loss: 2.8938 | LR: 9.28e-05 | 1382.4ms/step | 14.5 samples/s +Step 31750/44000 | Loss: 2.8960 | LR: 9.26e-05 | 1382.4ms/step | 14.5 samples/s +Step 31760/44000 | Loss: 2.8706 | LR: 9.25e-05 | 1382.1ms/step | 14.5 samples/s +Step 31770/44000 | Loss: 2.8951 | LR: 9.23e-05 | 1380.2ms/step | 14.5 samples/s +Step 31780/44000 | Loss: 2.8919 | LR: 9.22e-05 | 1382.6ms/step | 14.5 samples/s +Step 31790/44000 | Loss: 2.8946 | LR: 9.20e-05 | 1384.3ms/step | 14.4 samples/s +Step 31800/44000 | Loss: 2.9005 | LR: 9.19e-05 | 1383.1ms/step | 14.5 samples/s +Step 31810/44000 | Loss: 2.8869 | LR: 9.18e-05 | 1385.1ms/step | 14.4 samples/s +Step 31820/44000 | Loss: 2.8806 | LR: 9.16e-05 | 1386.7ms/step | 14.4 samples/s +Step 31830/44000 | Loss: 2.8881 | LR: 9.15e-05 | 1384.9ms/step | 14.4 samples/s +Step 31840/44000 | Loss: 2.8750 | LR: 9.13e-05 | 1383.5ms/step | 14.5 samples/s +Step 31850/44000 | Loss: 2.9207 | LR: 9.12e-05 | 1384.1ms/step | 14.5 samples/s +Step 31860/44000 | Loss: 2.9070 | LR: 9.11e-05 | 1384.1ms/step | 14.4 samples/s +Step 31870/44000 | Loss: 2.9062 | LR: 9.09e-05 | 1386.4ms/step | 14.4 samples/s +Step 31880/44000 | Loss: 2.9266 | LR: 9.08e-05 | 1383.0ms/step | 14.5 samples/s +Step 31890/44000 | Loss: 2.8623 | LR: 9.06e-05 | 1380.4ms/step | 14.5 samples/s +Step 31900/44000 | Loss: 2.8828 | LR: 9.05e-05 | 1381.8ms/step | 14.5 samples/s +Step 31910/44000 | Loss: 2.9150 | LR: 9.04e-05 | 1380.0ms/step | 14.5 samples/s +Step 31920/44000 | Loss: 2.8659 | LR: 9.02e-05 | 1381.5ms/step | 14.5 samples/s +Step 31930/44000 | Loss: 2.8968 | LR: 9.01e-05 | 1382.4ms/step | 14.5 samples/s +Step 31940/44000 | Loss: 2.9226 | LR: 8.99e-05 | 1381.0ms/step | 14.5 samples/s +Step 31950/44000 | Loss: 2.8571 | LR: 8.98e-05 | 1381.7ms/step | 14.5 samples/s +Step 31960/44000 | Loss: 2.8824 | LR: 8.97e-05 | 1382.6ms/step | 14.5 samples/s +Step 31970/44000 | Loss: 2.9186 | LR: 8.95e-05 | 1381.7ms/step | 14.5 samples/s +Step 31980/44000 | Loss: 2.8874 | LR: 8.94e-05 | 1382.5ms/step | 14.5 samples/s +Step 31990/44000 | Loss: 2.9139 | LR: 8.92e-05 | 1382.5ms/step | 14.5 samples/s +Step 32000/44000 | Loss: 2.8991 | LR: 8.91e-05 | 1380.2ms/step | 14.5 samples/s +Validation at step 32000: Loss = 2.8907, Perplexity = 18.01 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-32000 +Step 32010/44000 | Loss: 2.8546 | LR: 8.90e-05 | 3871.8ms/step | 5.2 samples/s +Step 32020/44000 | Loss: 2.9128 | LR: 8.88e-05 | 1380.7ms/step | 14.5 samples/s +Step 32030/44000 | Loss: 2.8933 | LR: 8.87e-05 | 1383.0ms/step | 14.5 samples/s +Step 32040/44000 | Loss: 2.8913 | LR: 8.86e-05 | 1381.0ms/step | 14.5 samples/s +Step 32050/44000 | Loss: 2.9110 | LR: 8.84e-05 | 1383.4ms/step | 14.5 samples/s +Step 32060/44000 | Loss: 2.9174 | LR: 8.83e-05 | 1383.8ms/step | 14.5 samples/s +Step 32070/44000 | Loss: 2.9186 | LR: 8.81e-05 | 1382.3ms/step | 14.5 samples/s +Step 32080/44000 | Loss: 2.8801 | LR: 8.80e-05 | 1382.8ms/step | 14.5 samples/s +Step 32090/44000 | Loss: 2.9072 | LR: 8.79e-05 | 1382.7ms/step | 14.5 samples/s +Step 32100/44000 | Loss: 2.8665 | LR: 8.77e-05 | 1380.9ms/step | 14.5 samples/s +Step 32110/44000 | Loss: 2.8715 | LR: 8.76e-05 | 1380.2ms/step | 14.5 samples/s +Step 32120/44000 | Loss: 2.8822 | LR: 8.74e-05 | 1382.2ms/step | 14.5 samples/s +Step 32130/44000 | Loss: 2.8932 | LR: 8.73e-05 | 1381.0ms/step | 14.5 samples/s +Step 32140/44000 | Loss: 2.8962 | LR: 8.72e-05 | 1381.1ms/step | 14.5 samples/s +Step 32150/44000 | Loss: 2.8949 | LR: 8.70e-05 | 1380.4ms/step | 14.5 samples/s +Step 32160/44000 | Loss: 2.9008 | LR: 8.69e-05 | 1380.7ms/step | 14.5 samples/s +Step 32170/44000 | Loss: 2.9058 | LR: 8.68e-05 | 1385.2ms/step | 14.4 samples/s +Step 32180/44000 | Loss: 2.9036 | LR: 8.66e-05 | 1383.5ms/step | 14.5 samples/s +Step 32190/44000 | Loss: 2.8870 | LR: 8.65e-05 | 1383.7ms/step | 14.5 samples/s +Step 32200/44000 | Loss: 2.8976 | LR: 8.63e-05 | 1383.6ms/step | 14.5 samples/s +Step 32210/44000 | Loss: 2.8957 | LR: 8.62e-05 | 1382.3ms/step | 14.5 samples/s +Step 32220/44000 | Loss: 2.9015 | LR: 8.61e-05 | 1384.0ms/step | 14.5 samples/s +Step 32230/44000 | Loss: 2.8813 | LR: 8.59e-05 | 1382.9ms/step | 14.5 samples/s +Step 32240/44000 | Loss: 2.9147 | LR: 8.58e-05 | 1383.9ms/step | 14.5 samples/s +Step 32250/44000 | Loss: 2.8726 | LR: 8.57e-05 | 1384.5ms/step | 14.4 samples/s +Step 32260/44000 | Loss: 2.8865 | LR: 8.55e-05 | 1382.5ms/step | 14.5 samples/s +Step 32270/44000 | Loss: 2.9098 | LR: 8.54e-05 | 1385.4ms/step | 14.4 samples/s +Step 32280/44000 | Loss: 2.9241 | LR: 8.53e-05 | 1383.8ms/step | 14.5 samples/s +Step 32290/44000 | Loss: 2.9046 | LR: 8.51e-05 | 1383.2ms/step | 14.5 samples/s +Step 32300/44000 | Loss: 2.9062 | LR: 8.50e-05 | 1380.9ms/step | 14.5 samples/s +Step 32310/44000 | Loss: 2.9052 | LR: 8.48e-05 | 1381.5ms/step | 14.5 samples/s +Step 32320/44000 | Loss: 2.8649 | LR: 8.47e-05 | 1380.8ms/step | 14.5 samples/s +Step 32330/44000 | Loss: 2.9047 | LR: 8.46e-05 | 1380.0ms/step | 14.5 samples/s +Step 32340/44000 | Loss: 2.8925 | LR: 8.44e-05 | 1380.5ms/step | 14.5 samples/s +Step 32350/44000 | Loss: 2.8922 | LR: 8.43e-05 | 1380.6ms/step | 14.5 samples/s +Step 32360/44000 | Loss: 2.8860 | LR: 8.42e-05 | 1378.3ms/step | 14.5 samples/s +Step 32370/44000 | Loss: 2.8759 | LR: 8.40e-05 | 1380.9ms/step | 14.5 samples/s +Step 32380/44000 | Loss: 2.8496 | LR: 8.39e-05 | 1383.9ms/step | 14.5 samples/s +Step 32390/44000 | Loss: 2.8802 | LR: 8.38e-05 | 1383.8ms/step | 14.5 samples/s +Step 32400/44000 | Loss: 2.8968 | LR: 8.36e-05 | 1382.0ms/step | 14.5 samples/s +Step 32410/44000 | Loss: 2.8800 | LR: 8.35e-05 | 1381.4ms/step | 14.5 samples/s +Step 32420/44000 | Loss: 2.8888 | LR: 8.33e-05 | 1382.5ms/step | 14.5 samples/s +Step 32430/44000 | Loss: 2.8681 | LR: 8.32e-05 | 1380.2ms/step | 14.5 samples/s +Step 32440/44000 | Loss: 2.9006 | LR: 8.31e-05 | 1380.6ms/step | 14.5 samples/s +Step 32450/44000 | Loss: 2.8837 | LR: 8.29e-05 | 1380.5ms/step | 14.5 samples/s +Step 32460/44000 | Loss: 2.9077 | LR: 8.28e-05 | 1380.9ms/step | 14.5 samples/s +Step 32470/44000 | Loss: 2.8805 | LR: 8.27e-05 | 1382.6ms/step | 14.5 samples/s +Step 32480/44000 | Loss: 2.8907 | LR: 8.25e-05 | 1383.3ms/step | 14.5 samples/s +Step 32490/44000 | Loss: 2.9023 | LR: 8.24e-05 | 1383.1ms/step | 14.5 samples/s +Step 32500/44000 | Loss: 2.9263 | LR: 8.23e-05 | 1382.7ms/step | 14.5 samples/s +Step 32510/44000 | Loss: 2.8852 | LR: 8.21e-05 | 1381.3ms/step | 14.5 samples/s +Step 32520/44000 | Loss: 2.8719 | LR: 8.20e-05 | 1379.3ms/step | 14.5 samples/s +Step 32530/44000 | Loss: 2.9019 | LR: 8.19e-05 | 1382.1ms/step | 14.5 samples/s +Step 32540/44000 | Loss: 2.8976 | LR: 8.17e-05 | 1381.1ms/step | 14.5 samples/s +Step 32550/44000 | Loss: 2.8859 | LR: 8.16e-05 | 1382.1ms/step | 14.5 samples/s +Step 32560/44000 | Loss: 2.8758 | LR: 8.15e-05 | 1380.9ms/step | 14.5 samples/s +Step 32570/44000 | Loss: 2.8932 | LR: 8.13e-05 | 1380.7ms/step | 14.5 samples/s +Step 32580/44000 | Loss: 2.8864 | LR: 8.12e-05 | 1384.0ms/step | 14.5 samples/s +Step 32590/44000 | Loss: 2.8846 | LR: 8.11e-05 | 1383.2ms/step | 14.5 samples/s +Step 32600/44000 | Loss: 2.8846 | LR: 8.09e-05 | 1383.3ms/step | 14.5 samples/s +Step 32610/44000 | Loss: 2.8662 | LR: 8.08e-05 | 1388.8ms/step | 14.4 samples/s +Step 32620/44000 | Loss: 2.9138 | LR: 8.07e-05 | 1383.6ms/step | 14.5 samples/s +Step 32630/44000 | Loss: 2.8719 | LR: 8.05e-05 | 1384.0ms/step | 14.5 samples/s +Step 32640/44000 | Loss: 2.8876 | LR: 8.04e-05 | 1381.9ms/step | 14.5 samples/s +Step 32650/44000 | Loss: 2.8989 | LR: 8.03e-05 | 1383.8ms/step | 14.5 samples/s +Step 32660/44000 | Loss: 2.9028 | LR: 8.01e-05 | 1382.7ms/step | 14.5 samples/s +Step 32670/44000 | Loss: 2.8781 | LR: 8.00e-05 | 1385.3ms/step | 14.4 samples/s +Step 32680/44000 | Loss: 2.8481 | LR: 7.99e-05 | 1383.2ms/step | 14.5 samples/s +Step 32690/44000 | Loss: 2.8775 | LR: 7.97e-05 | 1380.7ms/step | 14.5 samples/s +Step 32700/44000 | Loss: 2.8928 | LR: 7.96e-05 | 1378.3ms/step | 14.5 samples/s +Step 32710/44000 | Loss: 2.8712 | LR: 7.95e-05 | 1382.4ms/step | 14.5 samples/s +Step 32720/44000 | Loss: 2.8831 | LR: 7.93e-05 | 1388.3ms/step | 14.4 samples/s +Step 32730/44000 | Loss: 2.8799 | LR: 7.92e-05 | 1382.7ms/step | 14.5 samples/s +Step 32740/44000 | Loss: 2.8566 | LR: 7.91e-05 | 1382.3ms/step | 14.5 samples/s +Step 32750/44000 | Loss: 2.8600 | LR: 7.89e-05 | 1381.3ms/step | 14.5 samples/s +Step 32760/44000 | Loss: 2.8852 | LR: 7.88e-05 | 1383.6ms/step | 14.5 samples/s +Step 32770/44000 | Loss: 2.8645 | LR: 7.87e-05 | 1384.3ms/step | 14.4 samples/s +Step 32780/44000 | Loss: 2.9101 | LR: 7.85e-05 | 1382.9ms/step | 14.5 samples/s +Step 32790/44000 | Loss: 2.9057 | LR: 7.84e-05 | 1382.3ms/step | 14.5 samples/s +Step 32800/44000 | Loss: 2.8980 | LR: 7.83e-05 | 1383.4ms/step | 14.5 samples/s +Step 32810/44000 | Loss: 2.8568 | LR: 7.81e-05 | 1383.7ms/step | 14.5 samples/s +Step 32820/44000 | Loss: 2.8698 | LR: 7.80e-05 | 1383.4ms/step | 14.5 samples/s +Step 32830/44000 | Loss: 2.9015 | LR: 7.79e-05 | 1382.6ms/step | 14.5 samples/s +Step 32840/44000 | Loss: 2.8811 | LR: 7.77e-05 | 1381.0ms/step | 14.5 samples/s +Step 32850/44000 | Loss: 2.8931 | LR: 7.76e-05 | 1383.6ms/step | 14.5 samples/s +Step 32860/44000 | Loss: 2.8885 | LR: 7.75e-05 | 1382.2ms/step | 14.5 samples/s +Step 32870/44000 | Loss: 2.8629 | LR: 7.73e-05 | 1384.1ms/step | 14.5 samples/s +Step 32880/44000 | Loss: 2.8712 | LR: 7.72e-05 | 1383.1ms/step | 14.5 samples/s +Step 32890/44000 | Loss: 2.9028 | LR: 7.71e-05 | 1384.9ms/step | 14.4 samples/s +Step 32900/44000 | Loss: 2.8830 | LR: 7.70e-05 | 1385.6ms/step | 14.4 samples/s +Step 32910/44000 | Loss: 2.8884 | LR: 7.68e-05 | 1383.3ms/step | 14.5 samples/s +Step 32920/44000 | Loss: 2.9211 | LR: 7.67e-05 | 1380.8ms/step | 14.5 samples/s +Step 32930/44000 | Loss: 2.8840 | LR: 7.66e-05 | 1376.4ms/step | 14.5 samples/s +Step 32940/44000 | Loss: 2.9038 | LR: 7.64e-05 | 1378.7ms/step | 14.5 samples/s +Step 32950/44000 | Loss: 2.8868 | LR: 7.63e-05 | 1378.9ms/step | 14.5 samples/s +Step 32960/44000 | Loss: 2.8988 | LR: 7.62e-05 | 1379.5ms/step | 14.5 samples/s +Step 32970/44000 | Loss: 2.9098 | LR: 7.60e-05 | 1380.8ms/step | 14.5 samples/s +Step 32980/44000 | Loss: 2.8794 | LR: 7.59e-05 | 1381.8ms/step | 14.5 samples/s +Step 32990/44000 | Loss: 2.8877 | LR: 7.58e-05 | 1380.5ms/step | 14.5 samples/s +Step 33000/44000 | Loss: 2.8747 | LR: 7.56e-05 | 1381.4ms/step | 14.5 samples/s +Validation at step 33000: Loss = 2.8889, Perplexity = 17.97 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-33000 +Step 33010/44000 | Loss: 2.8840 | LR: 7.55e-05 | 3868.2ms/step | 5.2 samples/s +Step 33020/44000 | Loss: 2.9040 | LR: 7.54e-05 | 1380.4ms/step | 14.5 samples/s +Step 33030/44000 | Loss: 2.8636 | LR: 7.53e-05 | 1381.1ms/step | 14.5 samples/s +Step 33040/44000 | Loss: 2.8967 | LR: 7.51e-05 | 1380.9ms/step | 14.5 samples/s +Step 33050/44000 | Loss: 2.8579 | LR: 7.50e-05 | 1381.5ms/step | 14.5 samples/s +Step 33060/44000 | Loss: 2.8703 | LR: 7.49e-05 | 1381.9ms/step | 14.5 samples/s +Step 33070/44000 | Loss: 2.8837 | LR: 7.47e-05 | 1383.4ms/step | 14.5 samples/s +Step 33080/44000 | Loss: 2.9073 | LR: 7.46e-05 | 1383.6ms/step | 14.5 samples/s +Step 33090/44000 | Loss: 2.9070 | LR: 7.45e-05 | 1383.0ms/step | 14.5 samples/s +Step 33100/44000 | Loss: 2.8797 | LR: 7.44e-05 | 1382.7ms/step | 14.5 samples/s +Step 33110/44000 | Loss: 2.9099 | LR: 7.42e-05 | 1383.4ms/step | 14.5 samples/s +Step 33120/44000 | Loss: 2.9158 | LR: 7.41e-05 | 1384.0ms/step | 14.5 samples/s +Step 33130/44000 | Loss: 2.8964 | LR: 7.40e-05 | 1382.0ms/step | 14.5 samples/s +Step 33140/44000 | Loss: 2.8948 | LR: 7.38e-05 | 1381.2ms/step | 14.5 samples/s +Step 33150/44000 | Loss: 2.8687 | LR: 7.37e-05 | 1381.1ms/step | 14.5 samples/s +Step 33160/44000 | Loss: 2.8901 | LR: 7.36e-05 | 1381.0ms/step | 14.5 samples/s +Step 33170/44000 | Loss: 2.8790 | LR: 7.34e-05 | 1383.0ms/step | 14.5 samples/s +Step 33180/44000 | Loss: 2.9096 | LR: 7.33e-05 | 1382.3ms/step | 14.5 samples/s +Step 33190/44000 | Loss: 2.8998 | LR: 7.32e-05 | 1383.3ms/step | 14.5 samples/s +Step 33200/44000 | Loss: 2.8816 | LR: 7.31e-05 | 1381.6ms/step | 14.5 samples/s +Step 33210/44000 | Loss: 2.8890 | LR: 7.29e-05 | 1382.7ms/step | 14.5 samples/s +Step 33220/44000 | Loss: 2.8747 | LR: 7.28e-05 | 1384.0ms/step | 14.5 samples/s +Step 33230/44000 | Loss: 2.8947 | LR: 7.27e-05 | 1383.9ms/step | 14.5 samples/s +Step 33240/44000 | Loss: 2.8997 | LR: 7.26e-05 | 1382.5ms/step | 14.5 samples/s +Step 33250/44000 | Loss: 2.8680 | LR: 7.24e-05 | 1381.7ms/step | 14.5 samples/s +Step 33260/44000 | Loss: 2.8966 | LR: 7.23e-05 | 1383.7ms/step | 14.5 samples/s +Step 33270/44000 | Loss: 2.8925 | LR: 7.22e-05 | 1384.3ms/step | 14.4 samples/s +Step 33280/44000 | Loss: 2.8641 | LR: 7.20e-05 | 1382.9ms/step | 14.5 samples/s +Step 33290/44000 | Loss: 2.9137 | LR: 7.19e-05 | 1382.9ms/step | 14.5 samples/s +Step 33300/44000 | Loss: 2.8765 | LR: 7.18e-05 | 1385.0ms/step | 14.4 samples/s +Step 33310/44000 | Loss: 2.8862 | LR: 7.17e-05 | 1385.4ms/step | 14.4 samples/s +Step 33320/44000 | Loss: 2.8509 | LR: 7.15e-05 | 1385.4ms/step | 14.4 samples/s +Step 33330/44000 | Loss: 2.8805 | LR: 7.14e-05 | 1391.1ms/step | 14.4 samples/s +Step 33340/44000 | Loss: 2.8848 | LR: 7.13e-05 | 1387.4ms/step | 14.4 samples/s +Step 33350/44000 | Loss: 2.8923 | LR: 7.11e-05 | 1387.4ms/step | 14.4 samples/s +Step 33360/44000 | Loss: 2.8811 | LR: 7.10e-05 | 1386.4ms/step | 14.4 samples/s +Step 33370/44000 | Loss: 2.8948 | LR: 7.09e-05 | 1387.2ms/step | 14.4 samples/s +Step 33380/44000 | Loss: 2.8806 | LR: 7.08e-05 | 1386.9ms/step | 14.4 samples/s +Step 33390/44000 | Loss: 2.8752 | LR: 7.06e-05 | 1388.2ms/step | 14.4 samples/s +Step 33400/44000 | Loss: 2.8589 | LR: 7.05e-05 | 1387.2ms/step | 14.4 samples/s +Step 33410/44000 | Loss: 2.9110 | LR: 7.04e-05 | 1389.5ms/step | 14.4 samples/s +Step 33420/44000 | Loss: 2.8885 | LR: 7.03e-05 | 1387.8ms/step | 14.4 samples/s +Step 33430/44000 | Loss: 2.8841 | LR: 7.01e-05 | 1387.8ms/step | 14.4 samples/s +Step 33440/44000 | Loss: 2.8802 | LR: 7.00e-05 | 1387.3ms/step | 14.4 samples/s +Step 33450/44000 | Loss: 2.8982 | LR: 6.99e-05 | 1387.0ms/step | 14.4 samples/s +Step 33460/44000 | Loss: 2.8981 | LR: 6.98e-05 | 1386.1ms/step | 14.4 samples/s +Step 33470/44000 | Loss: 2.8932 | LR: 6.96e-05 | 1385.7ms/step | 14.4 samples/s +Step 33480/44000 | Loss: 2.8770 | LR: 6.95e-05 | 1385.8ms/step | 14.4 samples/s +Step 33490/44000 | Loss: 2.8635 | LR: 6.94e-05 | 1385.4ms/step | 14.4 samples/s +Step 33500/44000 | Loss: 2.8941 | LR: 6.93e-05 | 1386.3ms/step | 14.4 samples/s +Step 33510/44000 | Loss: 2.8818 | LR: 6.91e-05 | 1387.9ms/step | 14.4 samples/s +Step 33520/44000 | Loss: 2.8756 | LR: 6.90e-05 | 1388.5ms/step | 14.4 samples/s +Step 33530/44000 | Loss: 2.8961 | LR: 6.89e-05 | 1386.7ms/step | 14.4 samples/s +Step 33540/44000 | Loss: 2.8768 | LR: 6.88e-05 | 1387.0ms/step | 14.4 samples/s +Step 33550/44000 | Loss: 2.8856 | LR: 6.86e-05 | 1385.3ms/step | 14.4 samples/s +Step 33560/44000 | Loss: 2.9081 | LR: 6.85e-05 | 1386.9ms/step | 14.4 samples/s +Step 33570/44000 | Loss: 2.8824 | LR: 6.84e-05 | 1387.7ms/step | 14.4 samples/s +Step 33580/44000 | Loss: 2.8653 | LR: 6.83e-05 | 1385.3ms/step | 14.4 samples/s +Step 33590/44000 | Loss: 2.8902 | LR: 6.81e-05 | 1387.0ms/step | 14.4 samples/s +Step 33600/44000 | Loss: 2.8989 | LR: 6.80e-05 | 1389.8ms/step | 14.4 samples/s +Step 33610/44000 | Loss: 2.8831 | LR: 6.79e-05 | 1387.6ms/step | 14.4 samples/s +Step 33620/44000 | Loss: 2.8812 | LR: 6.78e-05 | 1387.2ms/step | 14.4 samples/s +Step 33630/44000 | Loss: 2.8997 | LR: 6.76e-05 | 1388.0ms/step | 14.4 samples/s +Step 33640/44000 | Loss: 2.8926 | LR: 6.75e-05 | 1387.0ms/step | 14.4 samples/s +Step 33650/44000 | Loss: 2.8824 | LR: 6.74e-05 | 1386.4ms/step | 14.4 samples/s +Step 33660/44000 | Loss: 2.9100 | LR: 6.73e-05 | 1386.0ms/step | 14.4 samples/s +Step 33670/44000 | Loss: 2.8702 | LR: 6.71e-05 | 1390.0ms/step | 14.4 samples/s +Step 33680/44000 | Loss: 2.8873 | LR: 6.70e-05 | 1390.0ms/step | 14.4 samples/s +Step 33690/44000 | Loss: 2.8762 | LR: 6.69e-05 | 1387.8ms/step | 14.4 samples/s +Step 33700/44000 | Loss: 2.8597 | LR: 6.68e-05 | 1388.0ms/step | 14.4 samples/s +Step 33710/44000 | Loss: 2.8878 | LR: 6.66e-05 | 1387.5ms/step | 14.4 samples/s +Step 33720/44000 | Loss: 2.8827 | LR: 6.65e-05 | 1388.8ms/step | 14.4 samples/s +Step 33730/44000 | Loss: 2.8678 | LR: 6.64e-05 | 1387.9ms/step | 14.4 samples/s +Step 33740/44000 | Loss: 2.9005 | LR: 6.63e-05 | 1384.9ms/step | 14.4 samples/s +Step 33750/44000 | Loss: 2.8926 | LR: 6.61e-05 | 1388.8ms/step | 14.4 samples/s +Step 33760/44000 | Loss: 2.8474 | LR: 6.60e-05 | 1386.6ms/step | 14.4 samples/s +Step 33770/44000 | Loss: 2.8865 | LR: 6.59e-05 | 1387.6ms/step | 14.4 samples/s +Step 33780/44000 | Loss: 2.8848 | LR: 6.58e-05 | 1388.3ms/step | 14.4 samples/s +Step 33790/44000 | Loss: 2.8834 | LR: 6.57e-05 | 1388.3ms/step | 14.4 samples/s +Step 33800/44000 | Loss: 2.8448 | LR: 6.55e-05 | 1389.7ms/step | 14.4 samples/s +Step 33810/44000 | Loss: 2.9200 | LR: 6.54e-05 | 1387.9ms/step | 14.4 samples/s +Step 33820/44000 | Loss: 2.8744 | LR: 6.53e-05 | 1385.9ms/step | 14.4 samples/s +Step 33830/44000 | Loss: 2.9004 | LR: 6.52e-05 | 1388.0ms/step | 14.4 samples/s +Step 33840/44000 | Loss: 2.8866 | LR: 6.50e-05 | 1388.4ms/step | 14.4 samples/s +Step 33850/44000 | Loss: 2.9020 | LR: 6.49e-05 | 1387.9ms/step | 14.4 samples/s +Step 33860/44000 | Loss: 2.8908 | LR: 6.48e-05 | 1388.5ms/step | 14.4 samples/s +Step 33870/44000 | Loss: 2.8790 | LR: 6.47e-05 | 1389.5ms/step | 14.4 samples/s +Step 33880/44000 | Loss: 2.8816 | LR: 6.46e-05 | 1386.6ms/step | 14.4 samples/s +Step 33890/44000 | Loss: 2.8937 | LR: 6.44e-05 | 1387.2ms/step | 14.4 samples/s +Step 33900/44000 | Loss: 2.8757 | LR: 6.43e-05 | 1388.1ms/step | 14.4 samples/s +Step 33910/44000 | Loss: 2.8978 | LR: 6.42e-05 | 1387.7ms/step | 14.4 samples/s +Step 33920/44000 | Loss: 2.8969 | LR: 6.41e-05 | 1387.6ms/step | 14.4 samples/s +Step 33930/44000 | Loss: 2.8845 | LR: 6.40e-05 | 1390.3ms/step | 14.4 samples/s +Step 33940/44000 | Loss: 2.8810 | LR: 6.38e-05 | 1384.9ms/step | 14.4 samples/s +Step 33950/44000 | Loss: 2.8875 | LR: 6.37e-05 | 1384.1ms/step | 14.4 samples/s +Step 33960/44000 | Loss: 2.8959 | LR: 6.36e-05 | 1383.5ms/step | 14.5 samples/s +Step 33970/44000 | Loss: 2.8790 | LR: 6.35e-05 | 1382.5ms/step | 14.5 samples/s +Step 33980/44000 | Loss: 2.9147 | LR: 6.33e-05 | 1382.0ms/step | 14.5 samples/s +Step 33990/44000 | Loss: 2.8941 | LR: 6.32e-05 | 1382.5ms/step | 14.5 samples/s +Step 34000/44000 | Loss: 2.8838 | LR: 6.31e-05 | 1383.9ms/step | 14.5 samples/s +Validation at step 34000: Loss = 2.8874, Perplexity = 17.95 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-34000 +Step 34010/44000 | Loss: 2.8789 | LR: 6.30e-05 | 3868.0ms/step | 5.2 samples/s +Step 34020/44000 | Loss: 2.9063 | LR: 6.29e-05 | 1386.8ms/step | 14.4 samples/s +Step 34030/44000 | Loss: 2.8989 | LR: 6.27e-05 | 1386.1ms/step | 14.4 samples/s +Step 34040/44000 | Loss: 2.9060 | LR: 6.26e-05 | 1388.3ms/step | 14.4 samples/s +Step 34050/44000 | Loss: 2.8538 | LR: 6.25e-05 | 1387.4ms/step | 14.4 samples/s +Step 34060/44000 | Loss: 2.8793 | LR: 6.24e-05 | 1388.6ms/step | 14.4 samples/s +Step 34070/44000 | Loss: 2.8705 | LR: 6.23e-05 | 1386.7ms/step | 14.4 samples/s +Step 34080/44000 | Loss: 2.8882 | LR: 6.21e-05 | 1386.7ms/step | 14.4 samples/s +Step 34090/44000 | Loss: 2.8520 | LR: 6.20e-05 | 1387.4ms/step | 14.4 samples/s +Step 34100/44000 | Loss: 2.9032 | LR: 6.19e-05 | 1387.3ms/step | 14.4 samples/s +Step 34110/44000 | Loss: 2.9145 | LR: 6.18e-05 | 1389.2ms/step | 14.4 samples/s +Step 34120/44000 | Loss: 2.9073 | LR: 6.17e-05 | 1387.8ms/step | 14.4 samples/s +Step 34130/44000 | Loss: 2.9011 | LR: 6.15e-05 | 1386.9ms/step | 14.4 samples/s +Step 34140/44000 | Loss: 2.8990 | LR: 6.14e-05 | 1387.7ms/step | 14.4 samples/s +Step 34150/44000 | Loss: 2.8685 | LR: 6.13e-05 | 1389.0ms/step | 14.4 samples/s +Step 34160/44000 | Loss: 2.8645 | LR: 6.12e-05 | 1389.4ms/step | 14.4 samples/s +Step 34170/44000 | Loss: 2.8778 | LR: 6.11e-05 | 1386.7ms/step | 14.4 samples/s +Step 34180/44000 | Loss: 2.8858 | LR: 6.09e-05 | 1389.0ms/step | 14.4 samples/s +Step 34190/44000 | Loss: 2.8734 | LR: 6.08e-05 | 1384.6ms/step | 14.4 samples/s +Step 34200/44000 | Loss: 2.8776 | LR: 6.07e-05 | 1384.4ms/step | 14.4 samples/s +Step 34210/44000 | Loss: 2.8821 | LR: 6.06e-05 | 1385.0ms/step | 14.4 samples/s +Step 34220/44000 | Loss: 2.8781 | LR: 6.05e-05 | 1386.6ms/step | 14.4 samples/s +Step 34230/44000 | Loss: 2.8710 | LR: 6.04e-05 | 1387.4ms/step | 14.4 samples/s +Step 34240/44000 | Loss: 2.9052 | LR: 6.02e-05 | 1386.7ms/step | 14.4 samples/s +Step 34250/44000 | Loss: 2.9124 | LR: 6.01e-05 | 1386.6ms/step | 14.4 samples/s +Step 34260/44000 | Loss: 2.9143 | LR: 6.00e-05 | 1386.8ms/step | 14.4 samples/s +Step 34270/44000 | Loss: 2.8564 | LR: 5.99e-05 | 1386.0ms/step | 14.4 samples/s +Step 34280/44000 | Loss: 2.8962 | LR: 5.98e-05 | 1386.2ms/step | 14.4 samples/s +Step 34290/44000 | Loss: 2.8972 | LR: 5.96e-05 | 1384.8ms/step | 14.4 samples/s +Step 34300/44000 | Loss: 2.8924 | LR: 5.95e-05 | 1386.2ms/step | 14.4 samples/s +Step 34310/44000 | Loss: 2.8999 | LR: 5.94e-05 | 1385.6ms/step | 14.4 samples/s +Step 34320/44000 | Loss: 2.8887 | LR: 5.93e-05 | 1387.3ms/step | 14.4 samples/s +Step 34330/44000 | Loss: 2.8678 | LR: 5.92e-05 | 1388.0ms/step | 14.4 samples/s +Step 34340/44000 | Loss: 2.8582 | LR: 5.91e-05 | 1386.3ms/step | 14.4 samples/s +Step 34350/44000 | Loss: 2.8896 | LR: 5.89e-05 | 1385.3ms/step | 14.4 samples/s +Step 34360/44000 | Loss: 2.8981 | LR: 5.88e-05 | 1384.4ms/step | 14.4 samples/s +Step 34370/44000 | Loss: 2.8771 | LR: 5.87e-05 | 1384.2ms/step | 14.4 samples/s +Step 34380/44000 | Loss: 2.8908 | LR: 5.86e-05 | 1383.8ms/step | 14.5 samples/s +Step 34390/44000 | Loss: 2.8786 | LR: 5.85e-05 | 1386.4ms/step | 14.4 samples/s +Step 34400/44000 | Loss: 2.8844 | LR: 5.84e-05 | 1386.3ms/step | 14.4 samples/s +Step 34410/44000 | Loss: 2.8775 | LR: 5.82e-05 | 1386.9ms/step | 14.4 samples/s +Step 34420/44000 | Loss: 2.8761 | LR: 5.81e-05 | 1384.7ms/step | 14.4 samples/s +Step 34430/44000 | Loss: 2.8728 | LR: 5.80e-05 | 1385.4ms/step | 14.4 samples/s +Step 34440/44000 | Loss: 2.8582 | LR: 5.79e-05 | 1385.1ms/step | 14.4 samples/s +Step 34450/44000 | Loss: 2.8690 | LR: 5.78e-05 | 1386.0ms/step | 14.4 samples/s +Step 34460/44000 | Loss: 2.8881 | LR: 5.77e-05 | 1387.2ms/step | 14.4 samples/s +Step 34470/44000 | Loss: 2.8875 | LR: 5.75e-05 | 1386.7ms/step | 14.4 samples/s +Step 34480/44000 | Loss: 2.8707 | LR: 5.74e-05 | 1387.9ms/step | 14.4 samples/s +Step 34490/44000 | Loss: 2.9020 | LR: 5.73e-05 | 1386.2ms/step | 14.4 samples/s +Step 34500/44000 | Loss: 2.8798 | LR: 5.72e-05 | 1387.0ms/step | 14.4 samples/s +Step 34510/44000 | Loss: 2.8737 | LR: 5.71e-05 | 1386.0ms/step | 14.4 samples/s +Step 34520/44000 | Loss: 2.8964 | LR: 5.70e-05 | 1386.2ms/step | 14.4 samples/s +Step 34530/44000 | Loss: 2.8706 | LR: 5.69e-05 | 1388.0ms/step | 14.4 samples/s +Step 34540/44000 | Loss: 2.8805 | LR: 5.67e-05 | 1389.0ms/step | 14.4 samples/s +Step 34550/44000 | Loss: 2.8511 | LR: 5.66e-05 | 1385.8ms/step | 14.4 samples/s +Step 34560/44000 | Loss: 2.8623 | LR: 5.65e-05 | 1388.1ms/step | 14.4 samples/s +Step 34570/44000 | Loss: 2.8658 | LR: 5.64e-05 | 1386.2ms/step | 14.4 samples/s +Step 34580/44000 | Loss: 2.8469 | LR: 5.63e-05 | 1385.5ms/step | 14.4 samples/s +Step 34590/44000 | Loss: 2.9022 | LR: 5.62e-05 | 1389.4ms/step | 14.4 samples/s +Step 34600/44000 | Loss: 2.8847 | LR: 5.60e-05 | 1386.2ms/step | 14.4 samples/s +Step 34610/44000 | Loss: 2.8888 | LR: 5.59e-05 | 1387.2ms/step | 14.4 samples/s +Step 34620/44000 | Loss: 2.8991 | LR: 5.58e-05 | 1388.4ms/step | 14.4 samples/s +Step 34630/44000 | Loss: 2.8982 | LR: 5.57e-05 | 1386.5ms/step | 14.4 samples/s +Step 34640/44000 | Loss: 2.8819 | LR: 5.56e-05 | 1387.2ms/step | 14.4 samples/s +Step 34650/44000 | Loss: 2.8434 | LR: 5.55e-05 | 1388.2ms/step | 14.4 samples/s +Step 34660/44000 | Loss: 2.8864 | LR: 5.54e-05 | 1387.2ms/step | 14.4 samples/s +Step 34670/44000 | Loss: 2.8945 | LR: 5.52e-05 | 1386.4ms/step | 14.4 samples/s +Step 34680/44000 | Loss: 2.8970 | LR: 5.51e-05 | 1386.6ms/step | 14.4 samples/s +Step 34690/44000 | Loss: 2.9206 | LR: 5.50e-05 | 1387.1ms/step | 14.4 samples/s +Step 34700/44000 | Loss: 2.8870 | LR: 5.49e-05 | 1387.0ms/step | 14.4 samples/s +Step 34710/44000 | Loss: 2.8921 | LR: 5.48e-05 | 1384.8ms/step | 14.4 samples/s +Step 34720/44000 | Loss: 2.8578 | LR: 5.47e-05 | 1387.2ms/step | 14.4 samples/s +Step 34730/44000 | Loss: 2.8772 | LR: 5.46e-05 | 1388.3ms/step | 14.4 samples/s +Step 34740/44000 | Loss: 2.8828 | LR: 5.45e-05 | 1387.3ms/step | 14.4 samples/s +Step 34750/44000 | Loss: 2.8945 | LR: 5.43e-05 | 1387.2ms/step | 14.4 samples/s +Step 34760/44000 | Loss: 2.8771 | LR: 5.42e-05 | 1386.9ms/step | 14.4 samples/s +Step 34770/44000 | Loss: 2.8968 | LR: 5.41e-05 | 1386.9ms/step | 14.4 samples/s +Step 34780/44000 | Loss: 2.8801 | LR: 5.40e-05 | 1386.7ms/step | 14.4 samples/s +Step 34790/44000 | Loss: 2.8643 | LR: 5.39e-05 | 1387.6ms/step | 14.4 samples/s +Step 34800/44000 | Loss: 2.8782 | LR: 5.38e-05 | 1386.7ms/step | 14.4 samples/s +Step 34810/44000 | Loss: 2.8898 | LR: 5.37e-05 | 1386.2ms/step | 14.4 samples/s +Step 34820/44000 | Loss: 2.9012 | LR: 5.36e-05 | 1386.4ms/step | 14.4 samples/s +Step 34830/44000 | Loss: 2.8805 | LR: 5.34e-05 | 1388.1ms/step | 14.4 samples/s +Step 34840/44000 | Loss: 2.8535 | LR: 5.33e-05 | 1385.8ms/step | 14.4 samples/s +Step 34850/44000 | Loss: 2.8618 | LR: 5.32e-05 | 1387.8ms/step | 14.4 samples/s +Step 34860/44000 | Loss: 2.8723 | LR: 5.31e-05 | 1386.5ms/step | 14.4 samples/s +Step 34870/44000 | Loss: 2.8951 | LR: 5.30e-05 | 1386.3ms/step | 14.4 samples/s +Step 34880/44000 | Loss: 2.8903 | LR: 5.29e-05 | 1389.5ms/step | 14.4 samples/s +Step 34890/44000 | Loss: 2.8795 | LR: 5.28e-05 | 1386.2ms/step | 14.4 samples/s +Step 34900/44000 | Loss: 2.8710 | LR: 5.27e-05 | 1387.0ms/step | 14.4 samples/s +Step 34910/44000 | Loss: 2.9161 | LR: 5.25e-05 | 1387.6ms/step | 14.4 samples/s +Step 34920/44000 | Loss: 2.8952 | LR: 5.24e-05 | 1387.1ms/step | 14.4 samples/s +Step 34930/44000 | Loss: 2.8811 | LR: 5.23e-05 | 1385.3ms/step | 14.4 samples/s +Step 34940/44000 | Loss: 2.8901 | LR: 5.22e-05 | 1386.9ms/step | 14.4 samples/s +Step 34950/44000 | Loss: 2.9053 | LR: 5.21e-05 | 1388.2ms/step | 14.4 samples/s +Step 34960/44000 | Loss: 2.9000 | LR: 5.20e-05 | 1387.5ms/step | 14.4 samples/s +Step 34970/44000 | Loss: 2.8958 | LR: 5.19e-05 | 1386.1ms/step | 14.4 samples/s +Step 34980/44000 | Loss: 2.9109 | LR: 5.18e-05 | 1384.1ms/step | 14.5 samples/s +Step 34990/44000 | Loss: 2.8645 | LR: 5.17e-05 | 1384.1ms/step | 14.4 samples/s +Step 35000/44000 | Loss: 2.8765 | LR: 5.15e-05 | 1384.0ms/step | 14.5 samples/s +Validation at step 35000: Loss = 2.8862, Perplexity = 17.92 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-35000 +Step 35010/44000 | Loss: 2.8459 | LR: 5.14e-05 | 3888.3ms/step | 5.1 samples/s +Step 35020/44000 | Loss: 2.8697 | LR: 5.13e-05 | 1386.8ms/step | 14.4 samples/s +Step 35030/44000 | Loss: 2.8512 | LR: 5.12e-05 | 1389.1ms/step | 14.4 samples/s +Step 35040/44000 | Loss: 2.8869 | LR: 5.11e-05 | 1387.6ms/step | 14.4 samples/s +Step 35050/44000 | Loss: 2.8806 | LR: 5.10e-05 | 1388.1ms/step | 14.4 samples/s +Step 35060/44000 | Loss: 2.8616 | LR: 5.09e-05 | 1387.0ms/step | 14.4 samples/s +Step 35070/44000 | Loss: 2.8711 | LR: 5.08e-05 | 1388.6ms/step | 14.4 samples/s +Step 35080/44000 | Loss: 2.8474 | LR: 5.07e-05 | 1387.9ms/step | 14.4 samples/s +Step 35090/44000 | Loss: 2.8818 | LR: 5.06e-05 | 1386.9ms/step | 14.4 samples/s +Step 35100/44000 | Loss: 2.8760 | LR: 5.04e-05 | 1387.5ms/step | 14.4 samples/s +Step 35110/44000 | Loss: 2.8881 | LR: 5.03e-05 | 1387.4ms/step | 14.4 samples/s +Step 35120/44000 | Loss: 2.8892 | LR: 5.02e-05 | 1386.8ms/step | 14.4 samples/s +Step 35130/44000 | Loss: 2.9032 | LR: 5.01e-05 | 1387.2ms/step | 14.4 samples/s +Step 35140/44000 | Loss: 2.8805 | LR: 5.00e-05 | 1388.7ms/step | 14.4 samples/s +Step 35150/44000 | Loss: 2.8858 | LR: 4.99e-05 | 1387.4ms/step | 14.4 samples/s +Step 35160/44000 | Loss: 2.8789 | LR: 4.98e-05 | 1389.2ms/step | 14.4 samples/s +Step 35170/44000 | Loss: 2.8689 | LR: 4.97e-05 | 1387.8ms/step | 14.4 samples/s +Step 35180/44000 | Loss: 2.8977 | LR: 4.96e-05 | 1387.9ms/step | 14.4 samples/s +Step 35190/44000 | Loss: 2.8691 | LR: 4.95e-05 | 1389.1ms/step | 14.4 samples/s +Step 35200/44000 | Loss: 2.9019 | LR: 4.94e-05 | 1388.1ms/step | 14.4 samples/s +Step 35210/44000 | Loss: 2.8808 | LR: 4.93e-05 | 1388.7ms/step | 14.4 samples/s +Step 35220/44000 | Loss: 2.8746 | LR: 4.91e-05 | 1389.0ms/step | 14.4 samples/s +Step 35230/44000 | Loss: 2.8571 | LR: 4.90e-05 | 1386.9ms/step | 14.4 samples/s +Step 35240/44000 | Loss: 2.8888 | LR: 4.89e-05 | 1386.3ms/step | 14.4 samples/s +Step 35250/44000 | Loss: 2.8948 | LR: 4.88e-05 | 1381.0ms/step | 14.5 samples/s +Step 35260/44000 | Loss: 2.8537 | LR: 4.87e-05 | 1383.5ms/step | 14.5 samples/s +Step 35270/44000 | Loss: 2.8999 | LR: 4.86e-05 | 1384.7ms/step | 14.4 samples/s +Step 35280/44000 | Loss: 2.9047 | LR: 4.85e-05 | 1385.3ms/step | 14.4 samples/s +Step 35290/44000 | Loss: 2.8601 | LR: 4.84e-05 | 1385.6ms/step | 14.4 samples/s +Step 35300/44000 | Loss: 2.8943 | LR: 4.83e-05 | 1385.0ms/step | 14.4 samples/s +Step 35310/44000 | Loss: 2.8630 | LR: 4.82e-05 | 1385.6ms/step | 14.4 samples/s +Step 35320/44000 | Loss: 2.8793 | LR: 4.81e-05 | 1387.0ms/step | 14.4 samples/s +Step 35330/44000 | Loss: 2.8846 | LR: 4.80e-05 | 1386.1ms/step | 14.4 samples/s +Step 35340/44000 | Loss: 2.8722 | LR: 4.79e-05 | 1385.4ms/step | 14.4 samples/s +Step 35350/44000 | Loss: 2.8932 | LR: 4.77e-05 | 1385.9ms/step | 14.4 samples/s +Step 35360/44000 | Loss: 2.8828 | LR: 4.76e-05 | 1387.1ms/step | 14.4 samples/s +Step 35370/44000 | Loss: 2.8771 | LR: 4.75e-05 | 1386.6ms/step | 14.4 samples/s +Step 35380/44000 | Loss: 2.8757 | LR: 4.74e-05 | 1386.0ms/step | 14.4 samples/s +Step 35390/44000 | Loss: 2.8742 | LR: 4.73e-05 | 1386.2ms/step | 14.4 samples/s +Step 35400/44000 | Loss: 2.8630 | LR: 4.72e-05 | 1382.1ms/step | 14.5 samples/s +Step 35410/44000 | Loss: 2.8860 | LR: 4.71e-05 | 1383.5ms/step | 14.5 samples/s +Step 35420/44000 | Loss: 2.8704 | LR: 4.70e-05 | 1383.6ms/step | 14.5 samples/s +Step 35430/44000 | Loss: 2.8676 | LR: 4.69e-05 | 1385.8ms/step | 14.4 samples/s +Step 35440/44000 | Loss: 2.8568 | LR: 4.68e-05 | 1384.3ms/step | 14.4 samples/s +Step 35450/44000 | Loss: 2.8785 | LR: 4.67e-05 | 1384.2ms/step | 14.4 samples/s +Step 35460/44000 | Loss: 2.8985 | LR: 4.66e-05 | 1385.1ms/step | 14.4 samples/s +Step 35470/44000 | Loss: 2.9109 | LR: 4.65e-05 | 1386.3ms/step | 14.4 samples/s +Step 35480/44000 | Loss: 2.8845 | LR: 4.64e-05 | 1387.1ms/step | 14.4 samples/s +Step 35490/44000 | Loss: 2.8951 | LR: 4.63e-05 | 1386.6ms/step | 14.4 samples/s +Step 35500/44000 | Loss: 2.8865 | LR: 4.62e-05 | 1384.9ms/step | 14.4 samples/s +Step 35510/44000 | Loss: 2.8725 | LR: 4.61e-05 | 1383.6ms/step | 14.5 samples/s +Step 35520/44000 | Loss: 2.8937 | LR: 4.59e-05 | 1385.1ms/step | 14.4 samples/s +Step 35530/44000 | Loss: 2.8483 | LR: 4.58e-05 | 1384.9ms/step | 14.4 samples/s +Step 35540/44000 | Loss: 2.8878 | LR: 4.57e-05 | 1385.6ms/step | 14.4 samples/s +Step 35550/44000 | Loss: 2.9161 | LR: 4.56e-05 | 1385.6ms/step | 14.4 samples/s +Step 35560/44000 | Loss: 2.8827 | LR: 4.55e-05 | 1385.1ms/step | 14.4 samples/s +Step 35570/44000 | Loss: 2.8480 | LR: 4.54e-05 | 1385.7ms/step | 14.4 samples/s +Step 35580/44000 | Loss: 2.8718 | LR: 4.53e-05 | 1386.1ms/step | 14.4 samples/s +Step 35590/44000 | Loss: 2.9033 | LR: 4.52e-05 | 1385.6ms/step | 14.4 samples/s +Step 35600/44000 | Loss: 2.8805 | LR: 4.51e-05 | 1384.7ms/step | 14.4 samples/s +Step 35610/44000 | Loss: 2.8761 | LR: 4.50e-05 | 1387.4ms/step | 14.4 samples/s +Step 35620/44000 | Loss: 2.8681 | LR: 4.49e-05 | 1386.2ms/step | 14.4 samples/s +Step 35630/44000 | Loss: 2.9134 | LR: 4.48e-05 | 1385.4ms/step | 14.4 samples/s +Step 35640/44000 | Loss: 2.8775 | LR: 4.47e-05 | 1385.4ms/step | 14.4 samples/s +Step 35650/44000 | Loss: 2.9158 | LR: 4.46e-05 | 1388.2ms/step | 14.4 samples/s +Step 35660/44000 | Loss: 2.8426 | LR: 4.45e-05 | 1386.9ms/step | 14.4 samples/s +Step 35670/44000 | Loss: 2.9055 | LR: 4.44e-05 | 1386.3ms/step | 14.4 samples/s +Step 35680/44000 | Loss: 2.9095 | LR: 4.43e-05 | 1386.4ms/step | 14.4 samples/s +Step 35690/44000 | Loss: 2.8772 | LR: 4.42e-05 | 1386.7ms/step | 14.4 samples/s +Step 35700/44000 | Loss: 2.8886 | LR: 4.41e-05 | 1387.0ms/step | 14.4 samples/s +Step 35710/44000 | Loss: 2.8771 | LR: 4.40e-05 | 1385.7ms/step | 14.4 samples/s +Step 35720/44000 | Loss: 2.8905 | LR: 4.39e-05 | 1388.1ms/step | 14.4 samples/s +Step 35730/44000 | Loss: 2.8990 | LR: 4.38e-05 | 1388.2ms/step | 14.4 samples/s +Step 35740/44000 | Loss: 2.8861 | LR: 4.37e-05 | 1387.8ms/step | 14.4 samples/s +Step 35750/44000 | Loss: 2.8955 | LR: 4.36e-05 | 1388.0ms/step | 14.4 samples/s +Step 35760/44000 | Loss: 2.8620 | LR: 4.35e-05 | 1387.7ms/step | 14.4 samples/s +Step 35770/44000 | Loss: 2.8683 | LR: 4.34e-05 | 1388.4ms/step | 14.4 samples/s +Step 35780/44000 | Loss: 2.8918 | LR: 4.33e-05 | 1387.6ms/step | 14.4 samples/s +Step 35790/44000 | Loss: 2.9291 | LR: 4.32e-05 | 1387.9ms/step | 14.4 samples/s +Step 35800/44000 | Loss: 2.8525 | LR: 4.31e-05 | 1386.6ms/step | 14.4 samples/s +Step 35810/44000 | Loss: 2.9066 | LR: 4.29e-05 | 1387.3ms/step | 14.4 samples/s +Step 35820/44000 | Loss: 2.8554 | LR: 4.28e-05 | 1385.9ms/step | 14.4 samples/s +Step 35830/44000 | Loss: 2.8807 | LR: 4.27e-05 | 1386.8ms/step | 14.4 samples/s +Step 35840/44000 | Loss: 2.8644 | LR: 4.26e-05 | 1386.8ms/step | 14.4 samples/s +Step 35850/44000 | Loss: 2.8868 | LR: 4.25e-05 | 1385.1ms/step | 14.4 samples/s +Step 35860/44000 | Loss: 2.8793 | LR: 4.24e-05 | 1388.4ms/step | 14.4 samples/s +Step 35870/44000 | Loss: 2.8705 | LR: 4.23e-05 | 1387.3ms/step | 14.4 samples/s +Step 35880/44000 | Loss: 2.8798 | LR: 4.22e-05 | 1386.2ms/step | 14.4 samples/s +Step 35890/44000 | Loss: 2.8576 | LR: 4.21e-05 | 1387.8ms/step | 14.4 samples/s +Step 35900/44000 | Loss: 2.8800 | LR: 4.20e-05 | 1384.6ms/step | 14.4 samples/s +Step 35910/44000 | Loss: 2.8529 | LR: 4.19e-05 | 1386.1ms/step | 14.4 samples/s +Step 35920/44000 | Loss: 2.8672 | LR: 4.18e-05 | 1386.3ms/step | 14.4 samples/s +Step 35930/44000 | Loss: 2.8903 | LR: 4.17e-05 | 1385.3ms/step | 14.4 samples/s +Step 35940/44000 | Loss: 2.8897 | LR: 4.16e-05 | 1387.7ms/step | 14.4 samples/s +Step 35950/44000 | Loss: 2.8485 | LR: 4.15e-05 | 1386.9ms/step | 14.4 samples/s +Step 35960/44000 | Loss: 2.8857 | LR: 4.14e-05 | 1387.4ms/step | 14.4 samples/s +Step 35970/44000 | Loss: 2.9042 | LR: 4.13e-05 | 1386.9ms/step | 14.4 samples/s +Step 35980/44000 | Loss: 2.8584 | LR: 4.12e-05 | 1387.3ms/step | 14.4 samples/s +Step 35990/44000 | Loss: 2.8635 | LR: 4.11e-05 | 1386.0ms/step | 14.4 samples/s +Step 36000/44000 | Loss: 2.8718 | LR: 4.10e-05 | 1385.0ms/step | 14.4 samples/s +Validation at step 36000: Loss = 2.8853, Perplexity = 17.91 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-36000 +Step 36010/44000 | Loss: 2.8835 | LR: 4.09e-05 | 3861.0ms/step | 5.2 samples/s +Step 36020/44000 | Loss: 2.8928 | LR: 4.08e-05 | 1380.5ms/step | 14.5 samples/s +Step 36030/44000 | Loss: 2.8653 | LR: 4.07e-05 | 1382.0ms/step | 14.5 samples/s +Step 36040/44000 | Loss: 2.8827 | LR: 4.06e-05 | 1382.4ms/step | 14.5 samples/s +Step 36050/44000 | Loss: 2.9098 | LR: 4.05e-05 | 1382.7ms/step | 14.5 samples/s +Step 36060/44000 | Loss: 2.8954 | LR: 4.04e-05 | 1384.8ms/step | 14.4 samples/s +Step 36070/44000 | Loss: 2.9094 | LR: 4.03e-05 | 1387.0ms/step | 14.4 samples/s +Step 36080/44000 | Loss: 2.8706 | LR: 4.02e-05 | 1386.3ms/step | 14.4 samples/s +Step 36090/44000 | Loss: 2.8780 | LR: 4.01e-05 | 1384.9ms/step | 14.4 samples/s +Step 36100/44000 | Loss: 2.9010 | LR: 4.00e-05 | 1386.0ms/step | 14.4 samples/s +Step 36110/44000 | Loss: 2.8863 | LR: 3.99e-05 | 1386.6ms/step | 14.4 samples/s +Step 36120/44000 | Loss: 2.8712 | LR: 3.98e-05 | 1386.5ms/step | 14.4 samples/s +Step 36130/44000 | Loss: 2.8926 | LR: 3.97e-05 | 1386.9ms/step | 14.4 samples/s +Step 36140/44000 | Loss: 2.8512 | LR: 3.97e-05 | 1385.1ms/step | 14.4 samples/s +Step 36150/44000 | Loss: 2.8860 | LR: 3.96e-05 | 1386.5ms/step | 14.4 samples/s +Step 36160/44000 | Loss: 2.8737 | LR: 3.95e-05 | 1387.5ms/step | 14.4 samples/s +Step 36170/44000 | Loss: 2.8877 | LR: 3.94e-05 | 1388.4ms/step | 14.4 samples/s +Step 36180/44000 | Loss: 2.8878 | LR: 3.93e-05 | 1387.6ms/step | 14.4 samples/s +Step 36190/44000 | Loss: 2.8254 | LR: 3.92e-05 | 1386.2ms/step | 14.4 samples/s +Step 36200/44000 | Loss: 2.8825 | LR: 3.91e-05 | 1389.9ms/step | 14.4 samples/s +Step 36210/44000 | Loss: 2.8906 | LR: 3.90e-05 | 1387.2ms/step | 14.4 samples/s +Step 36220/44000 | Loss: 2.8620 | LR: 3.89e-05 | 1386.8ms/step | 14.4 samples/s +Step 36230/44000 | Loss: 2.8750 | LR: 3.88e-05 | 1385.8ms/step | 14.4 samples/s +Step 36240/44000 | Loss: 2.8920 | LR: 3.87e-05 | 1384.5ms/step | 14.4 samples/s +Step 36250/44000 | Loss: 2.8814 | LR: 3.86e-05 | 1387.7ms/step | 14.4 samples/s +Step 36260/44000 | Loss: 2.8944 | LR: 3.85e-05 | 1387.2ms/step | 14.4 samples/s +Step 36270/44000 | Loss: 2.9032 | LR: 3.84e-05 | 1386.3ms/step | 14.4 samples/s +Step 36280/44000 | Loss: 2.9088 | LR: 3.83e-05 | 1387.5ms/step | 14.4 samples/s +Step 36290/44000 | Loss: 2.8930 | LR: 3.82e-05 | 1387.2ms/step | 14.4 samples/s +Step 36300/44000 | Loss: 2.8924 | LR: 3.81e-05 | 1386.3ms/step | 14.4 samples/s +Step 36310/44000 | Loss: 2.8558 | LR: 3.80e-05 | 1385.2ms/step | 14.4 samples/s +Step 36320/44000 | Loss: 2.8750 | LR: 3.79e-05 | 1385.3ms/step | 14.4 samples/s +Step 36330/44000 | Loss: 2.8606 | LR: 3.78e-05 | 1385.1ms/step | 14.4 samples/s +Step 36340/44000 | Loss: 2.8702 | LR: 3.77e-05 | 1387.8ms/step | 14.4 samples/s +Step 36350/44000 | Loss: 2.8908 | LR: 3.76e-05 | 1385.0ms/step | 14.4 samples/s +Step 36360/44000 | Loss: 2.9062 | LR: 3.75e-05 | 1384.9ms/step | 14.4 samples/s +Step 36370/44000 | Loss: 2.8536 | LR: 3.74e-05 | 1386.2ms/step | 14.4 samples/s +Step 36380/44000 | Loss: 2.8923 | LR: 3.73e-05 | 1384.8ms/step | 14.4 samples/s +Step 36390/44000 | Loss: 2.8981 | LR: 3.72e-05 | 1385.2ms/step | 14.4 samples/s +Step 36400/44000 | Loss: 2.8678 | LR: 3.71e-05 | 1385.9ms/step | 14.4 samples/s +Step 36410/44000 | Loss: 2.9049 | LR: 3.70e-05 | 1386.7ms/step | 14.4 samples/s +Step 36420/44000 | Loss: 2.8893 | LR: 3.69e-05 | 1388.4ms/step | 14.4 samples/s +Step 36430/44000 | Loss: 2.8679 | LR: 3.69e-05 | 1388.6ms/step | 14.4 samples/s +Step 36440/44000 | Loss: 2.8943 | LR: 3.68e-05 | 1386.0ms/step | 14.4 samples/s +Step 36450/44000 | Loss: 2.8639 | LR: 3.67e-05 | 1385.2ms/step | 14.4 samples/s +Step 36460/44000 | Loss: 2.8810 | LR: 3.66e-05 | 1386.1ms/step | 14.4 samples/s +Step 36470/44000 | Loss: 2.8919 | LR: 3.65e-05 | 1385.3ms/step | 14.4 samples/s +Step 36480/44000 | Loss: 2.8772 | LR: 3.64e-05 | 1386.1ms/step | 14.4 samples/s +Step 36490/44000 | Loss: 2.8739 | LR: 3.63e-05 | 1385.2ms/step | 14.4 samples/s +Step 36500/44000 | Loss: 2.8833 | LR: 3.62e-05 | 1384.8ms/step | 14.4 samples/s +Step 36510/44000 | Loss: 2.8478 | LR: 3.61e-05 | 1385.8ms/step | 14.4 samples/s +Step 36520/44000 | Loss: 2.8693 | LR: 3.60e-05 | 1385.7ms/step | 14.4 samples/s +Step 36530/44000 | Loss: 2.8749 | LR: 3.59e-05 | 1385.3ms/step | 14.4 samples/s +Step 36540/44000 | Loss: 2.9106 | LR: 3.58e-05 | 1384.5ms/step | 14.4 samples/s +Step 36550/44000 | Loss: 2.8732 | LR: 3.57e-05 | 1386.0ms/step | 14.4 samples/s +Step 36560/44000 | Loss: 2.8693 | LR: 3.56e-05 | 1386.7ms/step | 14.4 samples/s +Step 36570/44000 | Loss: 2.8881 | LR: 3.55e-05 | 1386.4ms/step | 14.4 samples/s +Step 36580/44000 | Loss: 2.8701 | LR: 3.54e-05 | 1386.1ms/step | 14.4 samples/s +Step 36590/44000 | Loss: 2.9144 | LR: 3.53e-05 | 1387.8ms/step | 14.4 samples/s +Step 36600/44000 | Loss: 2.8814 | LR: 3.53e-05 | 1388.9ms/step | 14.4 samples/s +Step 36610/44000 | Loss: 2.8688 | LR: 3.52e-05 | 1387.4ms/step | 14.4 samples/s +Step 36620/44000 | Loss: 2.9125 | LR: 3.51e-05 | 1387.3ms/step | 14.4 samples/s +Step 36630/44000 | Loss: 2.9098 | LR: 3.50e-05 | 1385.8ms/step | 14.4 samples/s +Step 36640/44000 | Loss: 2.9090 | LR: 3.49e-05 | 1385.9ms/step | 14.4 samples/s +Step 36650/44000 | Loss: 2.8957 | LR: 3.48e-05 | 1387.7ms/step | 14.4 samples/s +Step 36660/44000 | Loss: 2.8677 | LR: 3.47e-05 | 1388.8ms/step | 14.4 samples/s +Step 36670/44000 | Loss: 2.8795 | LR: 3.46e-05 | 1386.3ms/step | 14.4 samples/s +Step 36680/44000 | Loss: 2.8728 | LR: 3.45e-05 | 1384.2ms/step | 14.4 samples/s +Step 36690/44000 | Loss: 2.8705 | LR: 3.44e-05 | 1387.6ms/step | 14.4 samples/s +Step 36700/44000 | Loss: 2.8950 | LR: 3.43e-05 | 1385.6ms/step | 14.4 samples/s +Step 36710/44000 | Loss: 2.8751 | LR: 3.42e-05 | 1385.8ms/step | 14.4 samples/s +Step 36720/44000 | Loss: 2.8612 | LR: 3.41e-05 | 1386.7ms/step | 14.4 samples/s +Step 36730/44000 | Loss: 2.8896 | LR: 3.41e-05 | 1385.7ms/step | 14.4 samples/s +Step 36740/44000 | Loss: 2.8770 | LR: 3.40e-05 | 1386.2ms/step | 14.4 samples/s +Step 36750/44000 | Loss: 2.8971 | LR: 3.39e-05 | 1386.0ms/step | 14.4 samples/s +Step 36760/44000 | Loss: 2.8743 | LR: 3.38e-05 | 1386.6ms/step | 14.4 samples/s +Step 36770/44000 | Loss: 2.8784 | LR: 3.37e-05 | 1386.7ms/step | 14.4 samples/s +Step 36780/44000 | Loss: 2.8895 | LR: 3.36e-05 | 1386.2ms/step | 14.4 samples/s +Step 36790/44000 | Loss: 2.8558 | LR: 3.35e-05 | 1387.5ms/step | 14.4 samples/s +Step 36800/44000 | Loss: 2.8866 | LR: 3.34e-05 | 1388.7ms/step | 14.4 samples/s +Step 36810/44000 | Loss: 2.8847 | LR: 3.33e-05 | 1387.4ms/step | 14.4 samples/s +Step 36820/44000 | Loss: 2.8898 | LR: 3.32e-05 | 1386.9ms/step | 14.4 samples/s +Step 36830/44000 | Loss: 2.8640 | LR: 3.31e-05 | 1385.9ms/step | 14.4 samples/s +Step 36840/44000 | Loss: 2.8889 | LR: 3.31e-05 | 1385.2ms/step | 14.4 samples/s +Step 36850/44000 | Loss: 2.8899 | LR: 3.30e-05 | 1387.1ms/step | 14.4 samples/s +Step 36860/44000 | Loss: 2.8885 | LR: 3.29e-05 | 1387.7ms/step | 14.4 samples/s +Step 36870/44000 | Loss: 2.8596 | LR: 3.28e-05 | 1387.5ms/step | 14.4 samples/s +Step 36880/44000 | Loss: 2.8592 | LR: 3.27e-05 | 1386.6ms/step | 14.4 samples/s +Step 36890/44000 | Loss: 2.9091 | LR: 3.26e-05 | 1387.6ms/step | 14.4 samples/s +Step 36900/44000 | Loss: 2.8762 | LR: 3.25e-05 | 1386.9ms/step | 14.4 samples/s +Step 36910/44000 | Loss: 2.8724 | LR: 3.24e-05 | 1389.2ms/step | 14.4 samples/s +Step 36920/44000 | Loss: 2.8903 | LR: 3.23e-05 | 1386.2ms/step | 14.4 samples/s +Step 36930/44000 | Loss: 2.8602 | LR: 3.22e-05 | 1385.9ms/step | 14.4 samples/s +Step 36940/44000 | Loss: 2.8794 | LR: 3.22e-05 | 1386.2ms/step | 14.4 samples/s +Step 36950/44000 | Loss: 2.8933 | LR: 3.21e-05 | 1388.0ms/step | 14.4 samples/s +Step 36960/44000 | Loss: 2.8736 | LR: 3.20e-05 | 1387.1ms/step | 14.4 samples/s +Step 36970/44000 | Loss: 2.9054 | LR: 3.19e-05 | 1385.1ms/step | 14.4 samples/s +Step 36980/44000 | Loss: 2.8906 | LR: 3.18e-05 | 1387.8ms/step | 14.4 samples/s +Step 36990/44000 | Loss: 2.8857 | LR: 3.17e-05 | 1386.0ms/step | 14.4 samples/s +Step 37000/44000 | Loss: 2.8944 | LR: 3.16e-05 | 1387.3ms/step | 14.4 samples/s +Validation at step 37000: Loss = 2.8848, Perplexity = 17.90 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-37000 +Step 37010/44000 | Loss: 2.8832 | LR: 3.15e-05 | 3871.3ms/step | 5.2 samples/s +Step 37020/44000 | Loss: 2.8963 | LR: 3.15e-05 | 1382.8ms/step | 14.5 samples/s +Step 37030/44000 | Loss: 2.8777 | LR: 3.14e-05 | 1384.3ms/step | 14.4 samples/s +Step 37040/44000 | Loss: 2.8589 | LR: 3.13e-05 | 1387.8ms/step | 14.4 samples/s +Step 37050/44000 | Loss: 2.8870 | LR: 3.12e-05 | 1387.1ms/step | 14.4 samples/s +Step 37060/44000 | Loss: 2.8443 | LR: 3.11e-05 | 1385.7ms/step | 14.4 samples/s +Step 37070/44000 | Loss: 2.9023 | LR: 3.10e-05 | 1386.9ms/step | 14.4 samples/s +Step 37080/44000 | Loss: 2.8494 | LR: 3.09e-05 | 1386.7ms/step | 14.4 samples/s +Step 37090/44000 | Loss: 2.8747 | LR: 3.08e-05 | 1388.9ms/step | 14.4 samples/s +Step 37100/44000 | Loss: 2.9059 | LR: 3.07e-05 | 1390.7ms/step | 14.4 samples/s +Step 37110/44000 | Loss: 2.8353 | LR: 3.07e-05 | 1396.7ms/step | 14.3 samples/s +Step 37120/44000 | Loss: 2.8948 | LR: 3.06e-05 | 1388.1ms/step | 14.4 samples/s +Step 37130/44000 | Loss: 2.8489 | LR: 3.05e-05 | 1390.0ms/step | 14.4 samples/s +Step 37140/44000 | Loss: 2.8870 | LR: 3.04e-05 | 1387.8ms/step | 14.4 samples/s +Step 37150/44000 | Loss: 2.8835 | LR: 3.03e-05 | 1389.7ms/step | 14.4 samples/s +Step 37160/44000 | Loss: 2.9086 | LR: 3.02e-05 | 1388.2ms/step | 14.4 samples/s +Step 37170/44000 | Loss: 2.8783 | LR: 3.01e-05 | 1389.5ms/step | 14.4 samples/s +Step 37180/44000 | Loss: 2.8839 | LR: 3.01e-05 | 1387.4ms/step | 14.4 samples/s +Step 37190/44000 | Loss: 2.8879 | LR: 3.00e-05 | 1389.3ms/step | 14.4 samples/s +Step 37200/44000 | Loss: 2.9002 | LR: 2.99e-05 | 1389.8ms/step | 14.4 samples/s +Step 37210/44000 | Loss: 2.8557 | LR: 2.98e-05 | 1388.3ms/step | 14.4 samples/s +Step 37220/44000 | Loss: 2.8683 | LR: 2.97e-05 | 1387.7ms/step | 14.4 samples/s +Step 37230/44000 | Loss: 2.8813 | LR: 2.96e-05 | 1388.1ms/step | 14.4 samples/s +Step 37240/44000 | Loss: 2.8958 | LR: 2.95e-05 | 1387.9ms/step | 14.4 samples/s +Step 37250/44000 | Loss: 2.9019 | LR: 2.95e-05 | 1383.9ms/step | 14.5 samples/s +Step 37260/44000 | Loss: 2.8710 | LR: 2.94e-05 | 1383.9ms/step | 14.5 samples/s +Step 37270/44000 | Loss: 2.9097 | LR: 2.93e-05 | 1384.6ms/step | 14.4 samples/s +Step 37280/44000 | Loss: 2.8702 | LR: 2.92e-05 | 1386.7ms/step | 14.4 samples/s +Step 37290/44000 | Loss: 2.8732 | LR: 2.91e-05 | 1386.4ms/step | 14.4 samples/s +Step 37300/44000 | Loss: 2.8841 | LR: 2.90e-05 | 1386.4ms/step | 14.4 samples/s +Step 37310/44000 | Loss: 2.8963 | LR: 2.89e-05 | 1384.4ms/step | 14.4 samples/s +Step 37320/44000 | Loss: 2.8881 | LR: 2.89e-05 | 1385.3ms/step | 14.4 samples/s +Step 37330/44000 | Loss: 2.8633 | LR: 2.88e-05 | 1386.5ms/step | 14.4 samples/s +Step 37340/44000 | Loss: 2.8662 | LR: 2.87e-05 | 1386.7ms/step | 14.4 samples/s +Step 37350/44000 | Loss: 2.8985 | LR: 2.86e-05 | 1386.6ms/step | 14.4 samples/s +Step 37360/44000 | Loss: 2.8685 | LR: 2.85e-05 | 1389.0ms/step | 14.4 samples/s +Step 37370/44000 | Loss: 2.8852 | LR: 2.84e-05 | 1387.8ms/step | 14.4 samples/s +Step 37380/44000 | Loss: 2.8738 | LR: 2.84e-05 | 1389.9ms/step | 14.4 samples/s +Step 37390/44000 | Loss: 2.8577 | LR: 2.83e-05 | 1387.9ms/step | 14.4 samples/s +Step 37400/44000 | Loss: 2.8664 | LR: 2.82e-05 | 1387.5ms/step | 14.4 samples/s +Step 37410/44000 | Loss: 2.8488 | LR: 2.81e-05 | 1387.3ms/step | 14.4 samples/s +Step 37420/44000 | Loss: 2.8691 | LR: 2.80e-05 | 1387.7ms/step | 14.4 samples/s +Step 37430/44000 | Loss: 2.9053 | LR: 2.79e-05 | 1389.7ms/step | 14.4 samples/s +Step 37440/44000 | Loss: 2.8965 | LR: 2.78e-05 | 1388.2ms/step | 14.4 samples/s +Step 37450/44000 | Loss: 2.8826 | LR: 2.78e-05 | 1390.1ms/step | 14.4 samples/s +Step 37460/44000 | Loss: 2.8748 | LR: 2.77e-05 | 1390.0ms/step | 14.4 samples/s +Step 37470/44000 | Loss: 2.8924 | LR: 2.76e-05 | 1389.9ms/step | 14.4 samples/s +Step 37480/44000 | Loss: 2.8794 | LR: 2.75e-05 | 1388.8ms/step | 14.4 samples/s +Step 37490/44000 | Loss: 2.8658 | LR: 2.74e-05 | 1387.1ms/step | 14.4 samples/s +Step 37500/44000 | Loss: 2.8848 | LR: 2.74e-05 | 1389.6ms/step | 14.4 samples/s +Step 37510/44000 | Loss: 2.8586 | LR: 2.73e-05 | 1388.5ms/step | 14.4 samples/s +Step 37520/44000 | Loss: 2.8938 | LR: 2.72e-05 | 1388.8ms/step | 14.4 samples/s +Step 37530/44000 | Loss: 2.8736 | LR: 2.71e-05 | 1387.1ms/step | 14.4 samples/s +Step 37540/44000 | Loss: 2.8618 | LR: 2.70e-05 | 1386.5ms/step | 14.4 samples/s +Step 37550/44000 | Loss: 2.8259 | LR: 2.69e-05 | 1386.0ms/step | 14.4 samples/s +Step 37560/44000 | Loss: 2.8767 | LR: 2.69e-05 | 1387.0ms/step | 14.4 samples/s +Step 37570/44000 | Loss: 2.8675 | LR: 2.68e-05 | 1387.5ms/step | 14.4 samples/s +Step 37580/44000 | Loss: 2.8737 | LR: 2.67e-05 | 1386.3ms/step | 14.4 samples/s +Step 37590/44000 | Loss: 2.8760 | LR: 2.66e-05 | 1386.8ms/step | 14.4 samples/s +Step 37600/44000 | Loss: 2.8669 | LR: 2.65e-05 | 1386.2ms/step | 14.4 samples/s +Step 37610/44000 | Loss: 2.8682 | LR: 2.65e-05 | 1386.1ms/step | 14.4 samples/s +Step 37620/44000 | Loss: 2.8842 | LR: 2.64e-05 | 1387.8ms/step | 14.4 samples/s +Step 37630/44000 | Loss: 2.8832 | LR: 2.63e-05 | 1386.6ms/step | 14.4 samples/s +Step 37640/44000 | Loss: 2.9099 | LR: 2.62e-05 | 1387.4ms/step | 14.4 samples/s +Step 37650/44000 | Loss: 2.8560 | LR: 2.61e-05 | 1385.6ms/step | 14.4 samples/s +Step 37660/44000 | Loss: 2.8978 | LR: 2.60e-05 | 1387.2ms/step | 14.4 samples/s +Step 37670/44000 | Loss: 2.8608 | LR: 2.60e-05 | 1386.6ms/step | 14.4 samples/s +Step 37680/44000 | Loss: 2.8988 | LR: 2.59e-05 | 1385.9ms/step | 14.4 samples/s +Step 37690/44000 | Loss: 2.8879 | LR: 2.58e-05 | 1387.0ms/step | 14.4 samples/s +Step 37700/44000 | Loss: 2.8984 | LR: 2.57e-05 | 1387.8ms/step | 14.4 samples/s +Step 37710/44000 | Loss: 2.8994 | LR: 2.56e-05 | 1386.0ms/step | 14.4 samples/s +Step 37720/44000 | Loss: 2.8790 | LR: 2.56e-05 | 1386.2ms/step | 14.4 samples/s +Step 37730/44000 | Loss: 2.8752 | LR: 2.55e-05 | 1386.1ms/step | 14.4 samples/s +Step 37740/44000 | Loss: 2.8621 | LR: 2.54e-05 | 1386.3ms/step | 14.4 samples/s +Step 37750/44000 | Loss: 2.8658 | LR: 2.53e-05 | 1386.8ms/step | 14.4 samples/s +Step 37760/44000 | Loss: 2.8634 | LR: 2.52e-05 | 1385.5ms/step | 14.4 samples/s +Step 37770/44000 | Loss: 2.9042 | LR: 2.52e-05 | 1384.6ms/step | 14.4 samples/s +Step 37780/44000 | Loss: 2.8841 | LR: 2.51e-05 | 1384.5ms/step | 14.4 samples/s +Step 37790/44000 | Loss: 2.8811 | LR: 2.50e-05 | 1384.0ms/step | 14.5 samples/s +Step 37800/44000 | Loss: 2.8981 | LR: 2.49e-05 | 1385.4ms/step | 14.4 samples/s +Step 37810/44000 | Loss: 2.8842 | LR: 2.48e-05 | 1386.8ms/step | 14.4 samples/s +Step 37820/44000 | Loss: 2.8923 | LR: 2.48e-05 | 1385.8ms/step | 14.4 samples/s +Step 37830/44000 | Loss: 2.9044 | LR: 2.47e-05 | 1385.9ms/step | 14.4 samples/s +Step 37840/44000 | Loss: 2.8770 | LR: 2.46e-05 | 1386.9ms/step | 14.4 samples/s +Step 37850/44000 | Loss: 2.8700 | LR: 2.45e-05 | 1385.7ms/step | 14.4 samples/s +Step 37860/44000 | Loss: 2.8627 | LR: 2.45e-05 | 1386.8ms/step | 14.4 samples/s +Step 37870/44000 | Loss: 2.8596 | LR: 2.44e-05 | 1385.2ms/step | 14.4 samples/s +Step 37880/44000 | Loss: 2.8825 | LR: 2.43e-05 | 1386.4ms/step | 14.4 samples/s +Step 37890/44000 | Loss: 2.9026 | LR: 2.42e-05 | 1386.1ms/step | 14.4 samples/s +Step 37900/44000 | Loss: 2.8880 | LR: 2.41e-05 | 1384.8ms/step | 14.4 samples/s +Step 37910/44000 | Loss: 2.8923 | LR: 2.41e-05 | 1385.2ms/step | 14.4 samples/s +Step 37920/44000 | Loss: 2.8762 | LR: 2.40e-05 | 1385.3ms/step | 14.4 samples/s +Step 37930/44000 | Loss: 2.8576 | LR: 2.39e-05 | 1384.9ms/step | 14.4 samples/s +Step 37940/44000 | Loss: 2.8581 | LR: 2.38e-05 | 1385.0ms/step | 14.4 samples/s +Step 37950/44000 | Loss: 2.8798 | LR: 2.38e-05 | 1383.3ms/step | 14.5 samples/s +Step 37960/44000 | Loss: 2.8734 | LR: 2.37e-05 | 1384.5ms/step | 14.4 samples/s +Step 37970/44000 | Loss: 2.8790 | LR: 2.36e-05 | 1383.3ms/step | 14.5 samples/s +Step 37980/44000 | Loss: 2.8981 | LR: 2.35e-05 | 1385.3ms/step | 14.4 samples/s +Step 37990/44000 | Loss: 2.8799 | LR: 2.34e-05 | 1385.3ms/step | 14.4 samples/s +Step 38000/44000 | Loss: 2.8936 | LR: 2.34e-05 | 1385.3ms/step | 14.4 samples/s +Validation at step 38000: Loss = 2.8845, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-38000 +Step 38010/44000 | Loss: 2.8732 | LR: 2.33e-05 | 3885.4ms/step | 5.1 samples/s +Step 38020/44000 | Loss: 2.8903 | LR: 2.32e-05 | 1387.0ms/step | 14.4 samples/s +Step 38030/44000 | Loss: 2.8827 | LR: 2.31e-05 | 1384.3ms/step | 14.4 samples/s +Step 38040/44000 | Loss: 2.8812 | LR: 2.31e-05 | 1384.3ms/step | 14.4 samples/s +Step 38050/44000 | Loss: 2.8530 | LR: 2.30e-05 | 1386.5ms/step | 14.4 samples/s +Step 38060/44000 | Loss: 2.8944 | LR: 2.29e-05 | 1381.8ms/step | 14.5 samples/s +Step 38070/44000 | Loss: 2.8735 | LR: 2.28e-05 | 1383.0ms/step | 14.5 samples/s +Step 38080/44000 | Loss: 2.8914 | LR: 2.28e-05 | 1382.2ms/step | 14.5 samples/s +Step 38090/44000 | Loss: 2.9088 | LR: 2.27e-05 | 1383.1ms/step | 14.5 samples/s +Step 38100/44000 | Loss: 2.8753 | LR: 2.26e-05 | 1384.3ms/step | 14.4 samples/s +Step 38110/44000 | Loss: 2.8646 | LR: 2.25e-05 | 1384.2ms/step | 14.4 samples/s +Step 38120/44000 | Loss: 2.8962 | LR: 2.25e-05 | 1386.0ms/step | 14.4 samples/s +Step 38130/44000 | Loss: 2.8995 | LR: 2.24e-05 | 1386.8ms/step | 14.4 samples/s +Step 38140/44000 | Loss: 2.9090 | LR: 2.23e-05 | 1386.4ms/step | 14.4 samples/s +Step 38150/44000 | Loss: 2.9317 | LR: 2.22e-05 | 1385.7ms/step | 14.4 samples/s +Step 38160/44000 | Loss: 2.8850 | LR: 2.22e-05 | 1385.8ms/step | 14.4 samples/s +Step 38170/44000 | Loss: 2.8936 | LR: 2.21e-05 | 1385.6ms/step | 14.4 samples/s +Step 38180/44000 | Loss: 2.8827 | LR: 2.20e-05 | 1385.4ms/step | 14.4 samples/s +Step 38190/44000 | Loss: 2.8600 | LR: 2.19e-05 | 1385.4ms/step | 14.4 samples/s +Step 38200/44000 | Loss: 2.8746 | LR: 2.19e-05 | 1386.0ms/step | 14.4 samples/s +Step 38210/44000 | Loss: 2.8600 | LR: 2.18e-05 | 1384.6ms/step | 14.4 samples/s +Step 38220/44000 | Loss: 2.8829 | LR: 2.17e-05 | 1386.2ms/step | 14.4 samples/s +Step 38230/44000 | Loss: 2.8883 | LR: 2.16e-05 | 1385.1ms/step | 14.4 samples/s +Step 38240/44000 | Loss: 2.8790 | LR: 2.16e-05 | 1386.0ms/step | 14.4 samples/s +Step 38250/44000 | Loss: 2.8805 | LR: 2.15e-05 | 1386.3ms/step | 14.4 samples/s +Step 38260/44000 | Loss: 2.8730 | LR: 2.14e-05 | 1385.9ms/step | 14.4 samples/s +Step 38270/44000 | Loss: 2.8767 | LR: 2.13e-05 | 1385.7ms/step | 14.4 samples/s +Step 38280/44000 | Loss: 2.8939 | LR: 2.13e-05 | 1388.7ms/step | 14.4 samples/s +Step 38290/44000 | Loss: 2.8776 | LR: 2.12e-05 | 1387.4ms/step | 14.4 samples/s +Step 38300/44000 | Loss: 2.8422 | LR: 2.11e-05 | 1389.6ms/step | 14.4 samples/s +Step 38310/44000 | Loss: 2.8842 | LR: 2.11e-05 | 1386.2ms/step | 14.4 samples/s +Step 38320/44000 | Loss: 2.8899 | LR: 2.10e-05 | 1386.7ms/step | 14.4 samples/s +Step 38330/44000 | Loss: 2.8881 | LR: 2.09e-05 | 1386.1ms/step | 14.4 samples/s +Step 38340/44000 | Loss: 2.8654 | LR: 2.08e-05 | 1387.4ms/step | 14.4 samples/s +Step 38350/44000 | Loss: 2.8989 | LR: 2.08e-05 | 1385.8ms/step | 14.4 samples/s +Step 38360/44000 | Loss: 2.8822 | LR: 2.07e-05 | 1384.2ms/step | 14.4 samples/s +Step 38370/44000 | Loss: 2.8879 | LR: 2.06e-05 | 1385.8ms/step | 14.4 samples/s +Step 38380/44000 | Loss: 2.9039 | LR: 2.05e-05 | 1385.9ms/step | 14.4 samples/s +Step 38390/44000 | Loss: 2.8577 | LR: 2.05e-05 | 1385.7ms/step | 14.4 samples/s +Step 38400/44000 | Loss: 2.8660 | LR: 2.04e-05 | 1385.0ms/step | 14.4 samples/s +Step 38410/44000 | Loss: 2.8989 | LR: 2.03e-05 | 1385.2ms/step | 14.4 samples/s +Step 38420/44000 | Loss: 2.8675 | LR: 2.03e-05 | 1385.7ms/step | 14.4 samples/s +Step 38430/44000 | Loss: 2.8771 | LR: 2.02e-05 | 1388.0ms/step | 14.4 samples/s +Step 38440/44000 | Loss: 2.8848 | LR: 2.01e-05 | 1386.7ms/step | 14.4 samples/s +Step 38450/44000 | Loss: 2.8866 | LR: 2.00e-05 | 1384.6ms/step | 14.4 samples/s +Step 38460/44000 | Loss: 2.9069 | LR: 2.00e-05 | 1386.2ms/step | 14.4 samples/s +Step 38470/44000 | Loss: 2.8753 | LR: 1.99e-05 | 1386.1ms/step | 14.4 samples/s +Step 38480/44000 | Loss: 2.8964 | LR: 1.98e-05 | 1386.6ms/step | 14.4 samples/s +Step 38490/44000 | Loss: 2.8717 | LR: 1.98e-05 | 1385.3ms/step | 14.4 samples/s +Step 38500/44000 | Loss: 2.9005 | LR: 1.97e-05 | 1385.8ms/step | 14.4 samples/s +Step 38510/44000 | Loss: 2.8470 | LR: 1.96e-05 | 1386.3ms/step | 14.4 samples/s +Step 38520/44000 | Loss: 2.8752 | LR: 1.95e-05 | 1384.0ms/step | 14.5 samples/s +Step 38530/44000 | Loss: 2.8843 | LR: 1.95e-05 | 1383.5ms/step | 14.5 samples/s +Step 38540/44000 | Loss: 2.8862 | LR: 1.94e-05 | 1385.4ms/step | 14.4 samples/s +Step 38550/44000 | Loss: 2.8689 | LR: 1.93e-05 | 1387.9ms/step | 14.4 samples/s +Step 38560/44000 | Loss: 2.8820 | LR: 1.93e-05 | 1385.1ms/step | 14.4 samples/s +Step 38570/44000 | Loss: 2.8794 | LR: 1.92e-05 | 1385.0ms/step | 14.4 samples/s +Step 38580/44000 | Loss: 2.8846 | LR: 1.91e-05 | 1386.5ms/step | 14.4 samples/s +Step 38590/44000 | Loss: 2.8638 | LR: 1.91e-05 | 1385.3ms/step | 14.4 samples/s +Step 38600/44000 | Loss: 2.8790 | LR: 1.90e-05 | 1384.6ms/step | 14.4 samples/s +Step 38610/44000 | Loss: 2.8725 | LR: 1.89e-05 | 1386.3ms/step | 14.4 samples/s +Step 38620/44000 | Loss: 2.8718 | LR: 1.88e-05 | 1384.0ms/step | 14.5 samples/s +Step 38630/44000 | Loss: 2.9002 | LR: 1.88e-05 | 1383.9ms/step | 14.5 samples/s +Step 38640/44000 | Loss: 2.8794 | LR: 1.87e-05 | 1384.2ms/step | 14.4 samples/s +Step 38650/44000 | Loss: 2.9012 | LR: 1.86e-05 | 1387.3ms/step | 14.4 samples/s +Step 38660/44000 | Loss: 2.8794 | LR: 1.86e-05 | 1385.1ms/step | 14.4 samples/s +Step 38670/44000 | Loss: 2.9171 | LR: 1.85e-05 | 1385.2ms/step | 14.4 samples/s +Step 38680/44000 | Loss: 2.8931 | LR: 1.84e-05 | 1385.2ms/step | 14.4 samples/s +Step 38690/44000 | Loss: 2.8784 | LR: 1.84e-05 | 1385.9ms/step | 14.4 samples/s +Step 38700/44000 | Loss: 2.8878 | LR: 1.83e-05 | 1384.9ms/step | 14.4 samples/s +Step 38710/44000 | Loss: 2.8651 | LR: 1.82e-05 | 1384.3ms/step | 14.4 samples/s +Step 38720/44000 | Loss: 2.8743 | LR: 1.82e-05 | 1386.0ms/step | 14.4 samples/s +Step 38730/44000 | Loss: 2.8705 | LR: 1.81e-05 | 1385.6ms/step | 14.4 samples/s +Step 38740/44000 | Loss: 2.8740 | LR: 1.80e-05 | 1384.6ms/step | 14.4 samples/s +Step 38750/44000 | Loss: 2.9020 | LR: 1.80e-05 | 1385.4ms/step | 14.4 samples/s +Step 38760/44000 | Loss: 2.8867 | LR: 1.79e-05 | 1392.2ms/step | 14.4 samples/s +Step 38770/44000 | Loss: 2.8825 | LR: 1.78e-05 | 1386.8ms/step | 14.4 samples/s +Step 38780/44000 | Loss: 2.8816 | LR: 1.78e-05 | 1383.4ms/step | 14.5 samples/s +Step 38790/44000 | Loss: 2.8936 | LR: 1.77e-05 | 1385.8ms/step | 14.4 samples/s +Step 38800/44000 | Loss: 2.8733 | LR: 1.76e-05 | 1385.0ms/step | 14.4 samples/s +Step 38810/44000 | Loss: 2.8794 | LR: 1.76e-05 | 1387.0ms/step | 14.4 samples/s +Step 38820/44000 | Loss: 2.8898 | LR: 1.75e-05 | 1385.7ms/step | 14.4 samples/s +Step 38830/44000 | Loss: 2.8975 | LR: 1.74e-05 | 1386.0ms/step | 14.4 samples/s +Step 38840/44000 | Loss: 2.8746 | LR: 1.74e-05 | 1387.1ms/step | 14.4 samples/s +Step 38850/44000 | Loss: 2.9103 | LR: 1.73e-05 | 1386.9ms/step | 14.4 samples/s +Step 38860/44000 | Loss: 2.9016 | LR: 1.72e-05 | 1390.5ms/step | 14.4 samples/s +Step 38870/44000 | Loss: 2.8882 | LR: 1.72e-05 | 1392.2ms/step | 14.4 samples/s +Step 38880/44000 | Loss: 2.8545 | LR: 1.71e-05 | 1386.7ms/step | 14.4 samples/s +Step 38890/44000 | Loss: 2.8641 | LR: 1.70e-05 | 1386.7ms/step | 14.4 samples/s +Step 38900/44000 | Loss: 2.8842 | LR: 1.70e-05 | 1385.9ms/step | 14.4 samples/s +Step 38910/44000 | Loss: 2.8747 | LR: 1.69e-05 | 1386.1ms/step | 14.4 samples/s +Step 38920/44000 | Loss: 2.8758 | LR: 1.68e-05 | 1387.4ms/step | 14.4 samples/s +Step 38930/44000 | Loss: 2.8717 | LR: 1.68e-05 | 1384.6ms/step | 14.4 samples/s +Step 38940/44000 | Loss: 2.8933 | LR: 1.67e-05 | 1387.9ms/step | 14.4 samples/s +Step 38950/44000 | Loss: 2.8859 | LR: 1.66e-05 | 1386.4ms/step | 14.4 samples/s +Step 38960/44000 | Loss: 2.8792 | LR: 1.66e-05 | 1385.8ms/step | 14.4 samples/s +Step 38970/44000 | Loss: 2.8561 | LR: 1.65e-05 | 1386.8ms/step | 14.4 samples/s +Step 38980/44000 | Loss: 2.8835 | LR: 1.64e-05 | 1387.7ms/step | 14.4 samples/s +Step 38990/44000 | Loss: 2.9049 | LR: 1.64e-05 | 1386.0ms/step | 14.4 samples/s +Step 39000/44000 | Loss: 2.8801 | LR: 1.63e-05 | 1385.8ms/step | 14.4 samples/s +Validation at step 39000: Loss = 2.8843, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-39000 +Step 39010/44000 | Loss: 2.8802 | LR: 1.62e-05 | 3894.6ms/step | 5.1 samples/s +Step 39020/44000 | Loss: 2.8670 | LR: 1.62e-05 | 1385.2ms/step | 14.4 samples/s +Step 39030/44000 | Loss: 2.8959 | LR: 1.61e-05 | 1386.9ms/step | 14.4 samples/s +Step 39040/44000 | Loss: 2.8626 | LR: 1.61e-05 | 1387.3ms/step | 14.4 samples/s +Step 39050/44000 | Loss: 2.8934 | LR: 1.60e-05 | 1386.5ms/step | 14.4 samples/s +Step 39060/44000 | Loss: 2.8872 | LR: 1.59e-05 | 1391.3ms/step | 14.4 samples/s +Step 39070/44000 | Loss: 2.9018 | LR: 1.59e-05 | 1387.3ms/step | 14.4 samples/s +Step 39080/44000 | Loss: 2.8902 | LR: 1.58e-05 | 1386.9ms/step | 14.4 samples/s +Step 39090/44000 | Loss: 2.8790 | LR: 1.57e-05 | 1383.9ms/step | 14.5 samples/s +Step 39100/44000 | Loss: 2.8791 | LR: 1.57e-05 | 1384.5ms/step | 14.4 samples/s +Step 39110/44000 | Loss: 2.8701 | LR: 1.56e-05 | 1387.8ms/step | 14.4 samples/s +Step 39120/44000 | Loss: 2.8807 | LR: 1.55e-05 | 1382.1ms/step | 14.5 samples/s +Step 39130/44000 | Loss: 2.8947 | LR: 1.55e-05 | 1384.0ms/step | 14.5 samples/s +Step 39140/44000 | Loss: 2.8784 | LR: 1.54e-05 | 1383.9ms/step | 14.5 samples/s +Step 39150/44000 | Loss: 2.9049 | LR: 1.54e-05 | 1385.2ms/step | 14.4 samples/s +Step 39160/44000 | Loss: 2.9044 | LR: 1.53e-05 | 1384.6ms/step | 14.4 samples/s +Step 39170/44000 | Loss: 2.8986 | LR: 1.52e-05 | 1384.6ms/step | 14.4 samples/s +Step 39180/44000 | Loss: 2.8839 | LR: 1.52e-05 | 1385.9ms/step | 14.4 samples/s +Step 39190/44000 | Loss: 2.8680 | LR: 1.51e-05 | 1386.5ms/step | 14.4 samples/s +Step 39200/44000 | Loss: 2.9056 | LR: 1.50e-05 | 1385.4ms/step | 14.4 samples/s +Step 39210/44000 | Loss: 2.8571 | LR: 1.50e-05 | 1384.1ms/step | 14.5 samples/s +Step 39220/44000 | Loss: 2.8619 | LR: 1.49e-05 | 1385.4ms/step | 14.4 samples/s +Step 39230/44000 | Loss: 2.9069 | LR: 1.49e-05 | 1385.0ms/step | 14.4 samples/s +Step 39240/44000 | Loss: 2.8730 | LR: 1.48e-05 | 1387.2ms/step | 14.4 samples/s +Step 39250/44000 | Loss: 2.9022 | LR: 1.47e-05 | 1386.2ms/step | 14.4 samples/s +Step 39260/44000 | Loss: 2.8724 | LR: 1.47e-05 | 1386.1ms/step | 14.4 samples/s +Step 39270/44000 | Loss: 2.8759 | LR: 1.46e-05 | 1387.1ms/step | 14.4 samples/s +Step 39280/44000 | Loss: 2.8601 | LR: 1.46e-05 | 1387.0ms/step | 14.4 samples/s +Step 39290/44000 | Loss: 2.8857 | LR: 1.45e-05 | 1387.7ms/step | 14.4 samples/s +Step 39300/44000 | Loss: 2.8951 | LR: 1.44e-05 | 1386.2ms/step | 14.4 samples/s +Step 39310/44000 | Loss: 2.8736 | LR: 1.44e-05 | 1386.1ms/step | 14.4 samples/s +Step 39320/44000 | Loss: 2.8768 | LR: 1.43e-05 | 1385.4ms/step | 14.4 samples/s +Step 39330/44000 | Loss: 2.8745 | LR: 1.42e-05 | 1383.5ms/step | 14.5 samples/s +Step 39340/44000 | Loss: 2.8865 | LR: 1.42e-05 | 1384.8ms/step | 14.4 samples/s +Step 39350/44000 | Loss: 2.8833 | LR: 1.41e-05 | 1384.4ms/step | 14.4 samples/s +Step 39360/44000 | Loss: 2.8737 | LR: 1.41e-05 | 1383.9ms/step | 14.5 samples/s +Step 39370/44000 | Loss: 2.9029 | LR: 1.40e-05 | 1385.7ms/step | 14.4 samples/s +Step 39380/44000 | Loss: 2.8899 | LR: 1.39e-05 | 1386.1ms/step | 14.4 samples/s +Step 39390/44000 | Loss: 2.8851 | LR: 1.39e-05 | 1387.9ms/step | 14.4 samples/s +Step 39400/44000 | Loss: 2.8939 | LR: 1.38e-05 | 1386.1ms/step | 14.4 samples/s +Step 39410/44000 | Loss: 2.8695 | LR: 1.38e-05 | 1386.8ms/step | 14.4 samples/s +Step 39420/44000 | Loss: 2.8839 | LR: 1.37e-05 | 1385.3ms/step | 14.4 samples/s +Step 39430/44000 | Loss: 2.8659 | LR: 1.36e-05 | 1386.5ms/step | 14.4 samples/s +Step 39440/44000 | Loss: 2.9015 | LR: 1.36e-05 | 1387.2ms/step | 14.4 samples/s +Step 39450/44000 | Loss: 2.8961 | LR: 1.35e-05 | 1386.7ms/step | 14.4 samples/s +Step 39460/44000 | Loss: 2.8776 | LR: 1.35e-05 | 1386.5ms/step | 14.4 samples/s +Step 39470/44000 | Loss: 2.8765 | LR: 1.34e-05 | 1388.9ms/step | 14.4 samples/s +Step 39480/44000 | Loss: 2.8612 | LR: 1.34e-05 | 1386.7ms/step | 14.4 samples/s +Step 39490/44000 | Loss: 2.8518 | LR: 1.33e-05 | 1387.2ms/step | 14.4 samples/s +Step 39500/44000 | Loss: 2.8750 | LR: 1.32e-05 | 1385.5ms/step | 14.4 samples/s +Step 39510/44000 | Loss: 2.8630 | LR: 1.32e-05 | 1387.5ms/step | 14.4 samples/s +Step 39520/44000 | Loss: 2.9010 | LR: 1.31e-05 | 1387.5ms/step | 14.4 samples/s +Step 39530/44000 | Loss: 2.9012 | LR: 1.31e-05 | 1386.3ms/step | 14.4 samples/s +Step 39540/44000 | Loss: 2.8814 | LR: 1.30e-05 | 1387.7ms/step | 14.4 samples/s +Step 39550/44000 | Loss: 2.9129 | LR: 1.29e-05 | 1389.7ms/step | 14.4 samples/s +Step 39560/44000 | Loss: 2.8687 | LR: 1.29e-05 | 1387.5ms/step | 14.4 samples/s +Step 39570/44000 | Loss: 2.8802 | LR: 1.28e-05 | 1385.4ms/step | 14.4 samples/s +Step 39580/44000 | Loss: 2.8807 | LR: 1.28e-05 | 1385.7ms/step | 14.4 samples/s +Step 39590/44000 | Loss: 2.8990 | LR: 1.27e-05 | 1387.5ms/step | 14.4 samples/s +Step 39600/44000 | Loss: 2.8828 | LR: 1.27e-05 | 1386.6ms/step | 14.4 samples/s +Step 39610/44000 | Loss: 2.8755 | LR: 1.26e-05 | 1383.8ms/step | 14.5 samples/s +Step 39620/44000 | Loss: 2.9223 | LR: 1.25e-05 | 1387.5ms/step | 14.4 samples/s +Step 39630/44000 | Loss: 2.8893 | LR: 1.25e-05 | 1385.5ms/step | 14.4 samples/s +Step 39640/44000 | Loss: 2.8534 | LR: 1.24e-05 | 1387.7ms/step | 14.4 samples/s +Step 39650/44000 | Loss: 2.9096 | LR: 1.24e-05 | 1385.6ms/step | 14.4 samples/s +Step 39660/44000 | Loss: 2.9114 | LR: 1.23e-05 | 1386.1ms/step | 14.4 samples/s +Step 39670/44000 | Loss: 2.8675 | LR: 1.23e-05 | 1386.1ms/step | 14.4 samples/s +Step 39680/44000 | Loss: 2.8875 | LR: 1.22e-05 | 1387.4ms/step | 14.4 samples/s +Step 39690/44000 | Loss: 2.8873 | LR: 1.22e-05 | 1385.1ms/step | 14.4 samples/s +Step 39700/44000 | Loss: 2.8953 | LR: 1.21e-05 | 1386.8ms/step | 14.4 samples/s +Step 39710/44000 | Loss: 2.8942 | LR: 1.20e-05 | 1389.2ms/step | 14.4 samples/s +Step 39720/44000 | Loss: 2.8877 | LR: 1.20e-05 | 1384.7ms/step | 14.4 samples/s +Step 39730/44000 | Loss: 2.8617 | LR: 1.19e-05 | 1386.3ms/step | 14.4 samples/s +Step 39740/44000 | Loss: 2.8634 | LR: 1.19e-05 | 1386.4ms/step | 14.4 samples/s +Step 39750/44000 | Loss: 2.8848 | LR: 1.18e-05 | 1386.5ms/step | 14.4 samples/s +Step 39760/44000 | Loss: 2.8902 | LR: 1.18e-05 | 1387.4ms/step | 14.4 samples/s +Step 39770/44000 | Loss: 2.8870 | LR: 1.17e-05 | 1387.9ms/step | 14.4 samples/s +Step 39780/44000 | Loss: 2.8857 | LR: 1.17e-05 | 1387.8ms/step | 14.4 samples/s +Step 39790/44000 | Loss: 2.8659 | LR: 1.16e-05 | 1384.5ms/step | 14.4 samples/s +Step 39800/44000 | Loss: 2.9040 | LR: 1.15e-05 | 1386.5ms/step | 14.4 samples/s +Step 39810/44000 | Loss: 2.8938 | LR: 1.15e-05 | 1385.6ms/step | 14.4 samples/s +Step 39820/44000 | Loss: 2.8737 | LR: 1.14e-05 | 1386.2ms/step | 14.4 samples/s +Step 39830/44000 | Loss: 2.8937 | LR: 1.14e-05 | 1385.4ms/step | 14.4 samples/s +Step 39840/44000 | Loss: 2.8869 | LR: 1.13e-05 | 1387.3ms/step | 14.4 samples/s +Step 39850/44000 | Loss: 2.9141 | LR: 1.13e-05 | 1387.2ms/step | 14.4 samples/s +Step 39860/44000 | Loss: 2.8661 | LR: 1.12e-05 | 1386.4ms/step | 14.4 samples/s +Step 39870/44000 | Loss: 2.9095 | LR: 1.12e-05 | 1386.4ms/step | 14.4 samples/s +Step 39880/44000 | Loss: 2.8992 | LR: 1.11e-05 | 1385.0ms/step | 14.4 samples/s +Step 39890/44000 | Loss: 2.8913 | LR: 1.11e-05 | 1385.1ms/step | 14.4 samples/s +Step 39900/44000 | Loss: 2.8902 | LR: 1.10e-05 | 1387.3ms/step | 14.4 samples/s +Step 39910/44000 | Loss: 2.8506 | LR: 1.10e-05 | 1387.3ms/step | 14.4 samples/s +Step 39920/44000 | Loss: 2.8729 | LR: 1.09e-05 | 1386.1ms/step | 14.4 samples/s +Step 39930/44000 | Loss: 2.8647 | LR: 1.08e-05 | 1385.7ms/step | 14.4 samples/s +Step 39940/44000 | Loss: 2.8803 | LR: 1.08e-05 | 1385.4ms/step | 14.4 samples/s +Step 39950/44000 | Loss: 2.8961 | LR: 1.07e-05 | 1385.8ms/step | 14.4 samples/s +Step 39960/44000 | Loss: 2.8800 | LR: 1.07e-05 | 1386.3ms/step | 14.4 samples/s +Step 39970/44000 | Loss: 2.8477 | LR: 1.06e-05 | 1386.8ms/step | 14.4 samples/s +Step 39980/44000 | Loss: 2.9133 | LR: 1.06e-05 | 1387.8ms/step | 14.4 samples/s +Step 39990/44000 | Loss: 2.8689 | LR: 1.05e-05 | 1387.5ms/step | 14.4 samples/s +Step 40000/44000 | Loss: 2.9024 | LR: 1.05e-05 | 1385.3ms/step | 14.4 samples/s +Validation at step 40000: Loss = 2.8842, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-40000 +Step 40010/44000 | Loss: 2.8741 | LR: 1.04e-05 | 3859.8ms/step | 5.2 samples/s +Step 40020/44000 | Loss: 2.9021 | LR: 1.04e-05 | 1387.6ms/step | 14.4 samples/s +Step 40030/44000 | Loss: 2.8701 | LR: 1.03e-05 | 1388.0ms/step | 14.4 samples/s +Step 40040/44000 | Loss: 2.9019 | LR: 1.03e-05 | 1386.3ms/step | 14.4 samples/s +Step 40050/44000 | Loss: 2.8688 | LR: 1.02e-05 | 1389.3ms/step | 14.4 samples/s +Step 40060/44000 | Loss: 2.8924 | LR: 1.02e-05 | 1388.5ms/step | 14.4 samples/s +Step 40070/44000 | Loss: 2.8712 | LR: 1.01e-05 | 1389.0ms/step | 14.4 samples/s +Step 40080/44000 | Loss: 2.9008 | LR: 1.01e-05 | 1389.1ms/step | 14.4 samples/s +Step 40090/44000 | Loss: 2.8754 | LR: 1.00e-05 | 1389.7ms/step | 14.4 samples/s +Step 40100/44000 | Loss: 2.8617 | LR: 9.96e-06 | 1386.4ms/step | 14.4 samples/s +Step 40110/44000 | Loss: 2.8834 | LR: 9.91e-06 | 1387.9ms/step | 14.4 samples/s +Step 40120/44000 | Loss: 2.8952 | LR: 9.86e-06 | 1386.0ms/step | 14.4 samples/s +Step 40130/44000 | Loss: 2.8969 | LR: 9.81e-06 | 1388.0ms/step | 14.4 samples/s +Step 40140/44000 | Loss: 2.8569 | LR: 9.76e-06 | 1384.7ms/step | 14.4 samples/s +Step 40150/44000 | Loss: 2.8815 | LR: 9.71e-06 | 1383.4ms/step | 14.5 samples/s +Step 40160/44000 | Loss: 2.8717 | LR: 9.66e-06 | 1385.0ms/step | 14.4 samples/s +Step 40170/44000 | Loss: 2.8883 | LR: 9.61e-06 | 1385.2ms/step | 14.4 samples/s +Step 40180/44000 | Loss: 2.8804 | LR: 9.56e-06 | 1386.3ms/step | 14.4 samples/s +Step 40190/44000 | Loss: 2.8495 | LR: 9.51e-06 | 1387.3ms/step | 14.4 samples/s +Step 40200/44000 | Loss: 2.8784 | LR: 9.46e-06 | 1388.1ms/step | 14.4 samples/s +Step 40210/44000 | Loss: 2.8972 | LR: 9.41e-06 | 1386.7ms/step | 14.4 samples/s +Step 40220/44000 | Loss: 2.9041 | LR: 9.36e-06 | 1386.6ms/step | 14.4 samples/s +Step 40230/44000 | Loss: 2.8653 | LR: 9.32e-06 | 1385.7ms/step | 14.4 samples/s +Step 40240/44000 | Loss: 2.9003 | LR: 9.27e-06 | 1387.9ms/step | 14.4 samples/s +Step 40250/44000 | Loss: 2.8898 | LR: 9.22e-06 | 1385.8ms/step | 14.4 samples/s +Step 40260/44000 | Loss: 2.8726 | LR: 9.17e-06 | 1386.8ms/step | 14.4 samples/s +Step 40270/44000 | Loss: 2.8733 | LR: 9.12e-06 | 1386.4ms/step | 14.4 samples/s +Step 40280/44000 | Loss: 2.8780 | LR: 9.07e-06 | 1387.7ms/step | 14.4 samples/s +Step 40290/44000 | Loss: 2.9013 | LR: 9.02e-06 | 1386.9ms/step | 14.4 samples/s +Step 40300/44000 | Loss: 2.8949 | LR: 8.97e-06 | 1386.1ms/step | 14.4 samples/s +Step 40310/44000 | Loss: 2.8917 | LR: 8.93e-06 | 1387.4ms/step | 14.4 samples/s +Step 40320/44000 | Loss: 2.8912 | LR: 8.88e-06 | 1388.0ms/step | 14.4 samples/s +Step 40330/44000 | Loss: 2.8850 | LR: 8.83e-06 | 1389.0ms/step | 14.4 samples/s +Step 40340/44000 | Loss: 2.8827 | LR: 8.78e-06 | 1388.6ms/step | 14.4 samples/s +Step 40350/44000 | Loss: 2.8651 | LR: 8.74e-06 | 1388.4ms/step | 14.4 samples/s +Step 40360/44000 | Loss: 2.8887 | LR: 8.69e-06 | 1386.6ms/step | 14.4 samples/s +Step 40370/44000 | Loss: 2.8759 | LR: 8.64e-06 | 1386.7ms/step | 14.4 samples/s +Step 40380/44000 | Loss: 2.8933 | LR: 8.59e-06 | 1387.0ms/step | 14.4 samples/s +Step 40390/44000 | Loss: 2.8868 | LR: 8.55e-06 | 1387.4ms/step | 14.4 samples/s +Step 40400/44000 | Loss: 2.8926 | LR: 8.50e-06 | 1388.4ms/step | 14.4 samples/s +Step 40410/44000 | Loss: 2.8563 | LR: 8.45e-06 | 1389.2ms/step | 14.4 samples/s +Step 40420/44000 | Loss: 2.8521 | LR: 8.41e-06 | 1387.6ms/step | 14.4 samples/s +Step 40430/44000 | Loss: 2.8789 | LR: 8.36e-06 | 1387.1ms/step | 14.4 samples/s +Step 40440/44000 | Loss: 2.9021 | LR: 8.31e-06 | 1387.1ms/step | 14.4 samples/s +Step 40450/44000 | Loss: 2.8748 | LR: 8.27e-06 | 1387.0ms/step | 14.4 samples/s +Step 40460/44000 | Loss: 2.8938 | LR: 8.22e-06 | 1385.8ms/step | 14.4 samples/s +Step 40470/44000 | Loss: 2.8613 | LR: 8.17e-06 | 1387.5ms/step | 14.4 samples/s +Step 40480/44000 | Loss: 2.8787 | LR: 8.13e-06 | 1387.0ms/step | 14.4 samples/s +Step 40490/44000 | Loss: 2.9002 | LR: 8.08e-06 | 1388.3ms/step | 14.4 samples/s +Step 40500/44000 | Loss: 2.8841 | LR: 8.04e-06 | 1387.1ms/step | 14.4 samples/s +Step 40510/44000 | Loss: 2.9048 | LR: 7.99e-06 | 1386.4ms/step | 14.4 samples/s +Step 40520/44000 | Loss: 2.8589 | LR: 7.94e-06 | 1387.5ms/step | 14.4 samples/s +Step 40530/44000 | Loss: 2.9161 | LR: 7.90e-06 | 1386.2ms/step | 14.4 samples/s +Step 40540/44000 | Loss: 2.8829 | LR: 7.85e-06 | 1386.9ms/step | 14.4 samples/s +Step 40550/44000 | Loss: 2.8543 | LR: 7.81e-06 | 1386.1ms/step | 14.4 samples/s +Step 40560/44000 | Loss: 2.8901 | LR: 7.76e-06 | 1386.0ms/step | 14.4 samples/s +Step 40570/44000 | Loss: 2.8719 | LR: 7.72e-06 | 1387.8ms/step | 14.4 samples/s +Step 40580/44000 | Loss: 2.8832 | LR: 7.67e-06 | 1387.5ms/step | 14.4 samples/s +Step 40590/44000 | Loss: 2.8716 | LR: 7.63e-06 | 1387.8ms/step | 14.4 samples/s +Step 40600/44000 | Loss: 2.8678 | LR: 7.59e-06 | 1389.0ms/step | 14.4 samples/s +Step 40610/44000 | Loss: 2.8797 | LR: 7.54e-06 | 1388.7ms/step | 14.4 samples/s +Step 40620/44000 | Loss: 2.8689 | LR: 7.50e-06 | 1388.4ms/step | 14.4 samples/s +Step 40630/44000 | Loss: 2.8778 | LR: 7.45e-06 | 1387.7ms/step | 14.4 samples/s +Step 40640/44000 | Loss: 2.8867 | LR: 7.41e-06 | 1386.4ms/step | 14.4 samples/s +Step 40650/44000 | Loss: 2.8716 | LR: 7.37e-06 | 1386.0ms/step | 14.4 samples/s +Step 40660/44000 | Loss: 2.8676 | LR: 7.32e-06 | 1388.0ms/step | 14.4 samples/s +Step 40670/44000 | Loss: 2.8490 | LR: 7.28e-06 | 1389.5ms/step | 14.4 samples/s +Step 40680/44000 | Loss: 2.9116 | LR: 7.23e-06 | 1388.6ms/step | 14.4 samples/s +Step 40690/44000 | Loss: 2.9083 | LR: 7.19e-06 | 1388.0ms/step | 14.4 samples/s +Step 40700/44000 | Loss: 2.8364 | LR: 7.15e-06 | 1389.3ms/step | 14.4 samples/s +Step 40710/44000 | Loss: 2.8907 | LR: 7.10e-06 | 1389.8ms/step | 14.4 samples/s +Step 40720/44000 | Loss: 2.8559 | LR: 7.06e-06 | 1390.3ms/step | 14.4 samples/s +Step 40730/44000 | Loss: 2.8910 | LR: 7.02e-06 | 1388.3ms/step | 14.4 samples/s +Step 40740/44000 | Loss: 2.8960 | LR: 6.98e-06 | 1385.6ms/step | 14.4 samples/s +Step 40750/44000 | Loss: 2.8923 | LR: 6.93e-06 | 1386.1ms/step | 14.4 samples/s +Step 40760/44000 | Loss: 2.8657 | LR: 6.89e-06 | 1386.5ms/step | 14.4 samples/s +Step 40770/44000 | Loss: 2.8634 | LR: 6.85e-06 | 1387.9ms/step | 14.4 samples/s +Step 40780/44000 | Loss: 2.8705 | LR: 6.81e-06 | 1390.0ms/step | 14.4 samples/s +Step 40790/44000 | Loss: 2.8901 | LR: 6.77e-06 | 1388.5ms/step | 14.4 samples/s +Step 40800/44000 | Loss: 2.8497 | LR: 6.72e-06 | 1389.7ms/step | 14.4 samples/s +Step 40810/44000 | Loss: 2.9009 | LR: 6.68e-06 | 1387.9ms/step | 14.4 samples/s +Step 40820/44000 | Loss: 2.9046 | LR: 6.64e-06 | 1388.2ms/step | 14.4 samples/s +Step 40830/44000 | Loss: 2.8713 | LR: 6.60e-06 | 1388.2ms/step | 14.4 samples/s +Step 40840/44000 | Loss: 2.8916 | LR: 6.56e-06 | 1388.8ms/step | 14.4 samples/s +Step 40850/44000 | Loss: 2.8842 | LR: 6.52e-06 | 1388.8ms/step | 14.4 samples/s +Step 40860/44000 | Loss: 2.8914 | LR: 6.47e-06 | 1388.9ms/step | 14.4 samples/s +Step 40870/44000 | Loss: 2.8962 | LR: 6.43e-06 | 1385.1ms/step | 14.4 samples/s +Step 40880/44000 | Loss: 2.8940 | LR: 6.39e-06 | 1386.0ms/step | 14.4 samples/s +Step 40890/44000 | Loss: 2.9284 | LR: 6.35e-06 | 1389.9ms/step | 14.4 samples/s +Step 40900/44000 | Loss: 2.9097 | LR: 6.31e-06 | 1389.5ms/step | 14.4 samples/s +Step 40910/44000 | Loss: 2.8767 | LR: 6.27e-06 | 1387.0ms/step | 14.4 samples/s +Step 40920/44000 | Loss: 2.8637 | LR: 6.23e-06 | 1387.6ms/step | 14.4 samples/s +Step 40930/44000 | Loss: 2.9176 | LR: 6.19e-06 | 1386.5ms/step | 14.4 samples/s +Step 40940/44000 | Loss: 2.8528 | LR: 6.15e-06 | 1387.5ms/step | 14.4 samples/s +Step 40950/44000 | Loss: 2.9039 | LR: 6.11e-06 | 1385.9ms/step | 14.4 samples/s +Step 40960/44000 | Loss: 2.9002 | LR: 6.07e-06 | 1388.4ms/step | 14.4 samples/s +Step 40970/44000 | Loss: 2.8753 | LR: 6.03e-06 | 1389.4ms/step | 14.4 samples/s +Step 40980/44000 | Loss: 2.8828 | LR: 5.99e-06 | 1388.4ms/step | 14.4 samples/s +Step 40990/44000 | Loss: 2.9095 | LR: 5.95e-06 | 1387.8ms/step | 14.4 samples/s +Step 41000/44000 | Loss: 2.8660 | LR: 5.91e-06 | 1387.4ms/step | 14.4 samples/s +Validation at step 41000: Loss = 2.8841, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-41000 +Step 41010/44000 | Loss: 2.8742 | LR: 5.87e-06 | 3871.6ms/step | 5.2 samples/s +Step 41020/44000 | Loss: 2.9096 | LR: 5.83e-06 | 1386.6ms/step | 14.4 samples/s +Step 41030/44000 | Loss: 2.8840 | LR: 5.80e-06 | 1386.3ms/step | 14.4 samples/s +Step 41040/44000 | Loss: 2.8655 | LR: 5.76e-06 | 1386.5ms/step | 14.4 samples/s +Step 41050/44000 | Loss: 2.8582 | LR: 5.72e-06 | 1387.7ms/step | 14.4 samples/s +Step 41060/44000 | Loss: 2.8807 | LR: 5.68e-06 | 1387.0ms/step | 14.4 samples/s +Step 41070/44000 | Loss: 2.8820 | LR: 5.64e-06 | 1387.1ms/step | 14.4 samples/s +Step 41080/44000 | Loss: 2.8794 | LR: 5.60e-06 | 1388.8ms/step | 14.4 samples/s +Step 41090/44000 | Loss: 2.8733 | LR: 5.56e-06 | 1389.1ms/step | 14.4 samples/s +Step 41100/44000 | Loss: 2.8806 | LR: 5.53e-06 | 1388.5ms/step | 14.4 samples/s +Step 41110/44000 | Loss: 2.9053 | LR: 5.49e-06 | 1389.3ms/step | 14.4 samples/s +Step 41120/44000 | Loss: 2.8946 | LR: 5.45e-06 | 1392.7ms/step | 14.4 samples/s +Step 41130/44000 | Loss: 2.8849 | LR: 5.41e-06 | 1389.8ms/step | 14.4 samples/s +Step 41140/44000 | Loss: 2.8875 | LR: 5.38e-06 | 1385.0ms/step | 14.4 samples/s +Step 41150/44000 | Loss: 2.8729 | LR: 5.34e-06 | 1388.3ms/step | 14.4 samples/s +Step 41160/44000 | Loss: 2.8811 | LR: 5.30e-06 | 1382.6ms/step | 14.5 samples/s +Step 41170/44000 | Loss: 2.9020 | LR: 5.26e-06 | 1384.4ms/step | 14.4 samples/s +Step 41180/44000 | Loss: 2.8548 | LR: 5.23e-06 | 1388.1ms/step | 14.4 samples/s +Step 41190/44000 | Loss: 2.8862 | LR: 5.19e-06 | 1382.4ms/step | 14.5 samples/s +Step 41200/44000 | Loss: 2.8771 | LR: 5.15e-06 | 1383.5ms/step | 14.5 samples/s +Step 41210/44000 | Loss: 2.8710 | LR: 5.12e-06 | 1389.3ms/step | 14.4 samples/s +Step 41220/44000 | Loss: 2.8888 | LR: 5.08e-06 | 1386.5ms/step | 14.4 samples/s +Step 41230/44000 | Loss: 2.8975 | LR: 5.04e-06 | 1386.3ms/step | 14.4 samples/s +Step 41240/44000 | Loss: 2.8649 | LR: 5.01e-06 | 1393.4ms/step | 14.4 samples/s +Step 41250/44000 | Loss: 2.9097 | LR: 4.97e-06 | 1386.3ms/step | 14.4 samples/s +Step 41260/44000 | Loss: 2.9162 | LR: 4.94e-06 | 1385.7ms/step | 14.4 samples/s +Step 41270/44000 | Loss: 2.8529 | LR: 4.90e-06 | 1388.2ms/step | 14.4 samples/s +Step 41280/44000 | Loss: 2.8946 | LR: 4.86e-06 | 1384.3ms/step | 14.4 samples/s +Step 41290/44000 | Loss: 2.9194 | LR: 4.83e-06 | 1383.8ms/step | 14.5 samples/s +Step 41300/44000 | Loss: 2.8882 | LR: 4.79e-06 | 1388.1ms/step | 14.4 samples/s +Step 41310/44000 | Loss: 2.8842 | LR: 4.76e-06 | 1384.4ms/step | 14.4 samples/s +Step 41320/44000 | Loss: 2.8846 | LR: 4.72e-06 | 1385.7ms/step | 14.4 samples/s +Step 41330/44000 | Loss: 2.8756 | LR: 4.69e-06 | 1386.5ms/step | 14.4 samples/s +Step 41340/44000 | Loss: 2.8921 | LR: 4.65e-06 | 1384.5ms/step | 14.4 samples/s +Step 41350/44000 | Loss: 2.8871 | LR: 4.62e-06 | 1385.3ms/step | 14.4 samples/s +Step 41360/44000 | Loss: 2.8795 | LR: 4.58e-06 | 1389.9ms/step | 14.4 samples/s +Step 41370/44000 | Loss: 2.8768 | LR: 4.55e-06 | 1385.5ms/step | 14.4 samples/s +Step 41380/44000 | Loss: 2.9346 | LR: 4.51e-06 | 1386.0ms/step | 14.4 samples/s +Step 41390/44000 | Loss: 2.8717 | LR: 4.48e-06 | 1386.7ms/step | 14.4 samples/s +Step 41400/44000 | Loss: 2.8639 | LR: 4.45e-06 | 1385.7ms/step | 14.4 samples/s +Step 41410/44000 | Loss: 2.8711 | LR: 4.41e-06 | 1385.0ms/step | 14.4 samples/s +Step 41420/44000 | Loss: 2.8723 | LR: 4.38e-06 | 1389.1ms/step | 14.4 samples/s +Step 41430/44000 | Loss: 2.8777 | LR: 4.34e-06 | 1390.2ms/step | 14.4 samples/s +Step 41440/44000 | Loss: 2.8875 | LR: 4.31e-06 | 1385.9ms/step | 14.4 samples/s +Step 41450/44000 | Loss: 2.8879 | LR: 4.28e-06 | 1385.8ms/step | 14.4 samples/s +Step 41460/44000 | Loss: 2.8626 | LR: 4.24e-06 | 1389.9ms/step | 14.4 samples/s +Step 41470/44000 | Loss: 2.9012 | LR: 4.21e-06 | 1385.7ms/step | 14.4 samples/s +Step 41480/44000 | Loss: 2.8996 | LR: 4.18e-06 | 1386.5ms/step | 14.4 samples/s +Step 41490/44000 | Loss: 2.8875 | LR: 4.14e-06 | 1387.7ms/step | 14.4 samples/s +Step 41500/44000 | Loss: 2.8734 | LR: 4.11e-06 | 1383.8ms/step | 14.5 samples/s +Step 41510/44000 | Loss: 2.9020 | LR: 4.08e-06 | 1386.0ms/step | 14.4 samples/s +Step 41520/44000 | Loss: 2.8463 | LR: 4.05e-06 | 1386.7ms/step | 14.4 samples/s +Step 41530/44000 | Loss: 2.8760 | LR: 4.01e-06 | 1385.3ms/step | 14.4 samples/s +Step 41540/44000 | Loss: 2.8802 | LR: 3.98e-06 | 1388.1ms/step | 14.4 samples/s +Step 41550/44000 | Loss: 2.8710 | LR: 3.95e-06 | 1394.8ms/step | 14.3 samples/s +Step 41560/44000 | Loss: 2.8921 | LR: 3.92e-06 | 1388.0ms/step | 14.4 samples/s +Step 41570/44000 | Loss: 2.8470 | LR: 3.88e-06 | 1385.9ms/step | 14.4 samples/s +Step 41580/44000 | Loss: 2.8717 | LR: 3.85e-06 | 1389.4ms/step | 14.4 samples/s +Step 41590/44000 | Loss: 2.8526 | LR: 3.82e-06 | 1386.3ms/step | 14.4 samples/s +Step 41600/44000 | Loss: 2.8869 | LR: 3.79e-06 | 1390.1ms/step | 14.4 samples/s +Step 41610/44000 | Loss: 2.8609 | LR: 3.76e-06 | 1390.0ms/step | 14.4 samples/s +Step 41620/44000 | Loss: 2.8682 | LR: 3.73e-06 | 1384.2ms/step | 14.4 samples/s +Step 41630/44000 | Loss: 2.9098 | LR: 3.70e-06 | 1387.8ms/step | 14.4 samples/s +Step 41640/44000 | Loss: 2.8838 | LR: 3.66e-06 | 1388.3ms/step | 14.4 samples/s +Step 41650/44000 | Loss: 2.8530 | LR: 3.63e-06 | 1387.9ms/step | 14.4 samples/s +Step 41660/44000 | Loss: 2.9075 | LR: 3.60e-06 | 1386.3ms/step | 14.4 samples/s +Step 41670/44000 | Loss: 2.8719 | LR: 3.57e-06 | 1386.4ms/step | 14.4 samples/s +Step 41680/44000 | Loss: 2.8809 | LR: 3.54e-06 | 1385.2ms/step | 14.4 samples/s +Step 41690/44000 | Loss: 2.8962 | LR: 3.51e-06 | 1385.1ms/step | 14.4 samples/s +Step 41700/44000 | Loss: 2.8696 | LR: 3.48e-06 | 1385.8ms/step | 14.4 samples/s +Step 41710/44000 | Loss: 2.8620 | LR: 3.45e-06 | 1386.8ms/step | 14.4 samples/s +Step 41720/44000 | Loss: 2.8928 | LR: 3.42e-06 | 1383.5ms/step | 14.5 samples/s +Step 41730/44000 | Loss: 2.8964 | LR: 3.39e-06 | 1385.3ms/step | 14.4 samples/s +Step 41740/44000 | Loss: 2.8728 | LR: 3.36e-06 | 1386.2ms/step | 14.4 samples/s +Step 41750/44000 | Loss: 2.8962 | LR: 3.33e-06 | 1387.0ms/step | 14.4 samples/s +Step 41760/44000 | Loss: 2.8929 | LR: 3.30e-06 | 1388.5ms/step | 14.4 samples/s +Step 41770/44000 | Loss: 2.8788 | LR: 3.27e-06 | 1386.3ms/step | 14.4 samples/s +Step 41780/44000 | Loss: 2.8713 | LR: 3.24e-06 | 1385.7ms/step | 14.4 samples/s +Step 41790/44000 | Loss: 2.8624 | LR: 3.21e-06 | 1385.1ms/step | 14.4 samples/s +Step 41800/44000 | Loss: 2.9075 | LR: 3.19e-06 | 1384.9ms/step | 14.4 samples/s +Step 41810/44000 | Loss: 2.8712 | LR: 3.16e-06 | 1385.1ms/step | 14.4 samples/s +Step 41820/44000 | Loss: 2.8807 | LR: 3.13e-06 | 1386.9ms/step | 14.4 samples/s +Step 41830/44000 | Loss: 2.8919 | LR: 3.10e-06 | 1384.2ms/step | 14.4 samples/s +Step 41840/44000 | Loss: 2.8934 | LR: 3.07e-06 | 1387.4ms/step | 14.4 samples/s +Step 41850/44000 | Loss: 2.8794 | LR: 3.04e-06 | 1386.2ms/step | 14.4 samples/s +Step 41860/44000 | Loss: 2.9018 | LR: 3.01e-06 | 1388.1ms/step | 14.4 samples/s +Step 41870/44000 | Loss: 2.8869 | LR: 2.99e-06 | 1384.7ms/step | 14.4 samples/s +Step 41880/44000 | Loss: 2.8660 | LR: 2.96e-06 | 1387.7ms/step | 14.4 samples/s +Step 41890/44000 | Loss: 2.8749 | LR: 2.93e-06 | 1387.6ms/step | 14.4 samples/s +Step 41900/44000 | Loss: 2.8715 | LR: 2.90e-06 | 1384.3ms/step | 14.4 samples/s +Step 41910/44000 | Loss: 2.8830 | LR: 2.88e-06 | 1385.3ms/step | 14.4 samples/s +Step 41920/44000 | Loss: 2.9256 | LR: 2.85e-06 | 1386.3ms/step | 14.4 samples/s +Step 41930/44000 | Loss: 2.8613 | LR: 2.82e-06 | 1386.8ms/step | 14.4 samples/s +Step 41940/44000 | Loss: 2.8726 | LR: 2.79e-06 | 1385.6ms/step | 14.4 samples/s +Step 41950/44000 | Loss: 2.8873 | LR: 2.77e-06 | 1385.5ms/step | 14.4 samples/s +Step 41960/44000 | Loss: 2.8725 | LR: 2.74e-06 | 1385.7ms/step | 14.4 samples/s +Step 41970/44000 | Loss: 2.8870 | LR: 2.71e-06 | 1386.3ms/step | 14.4 samples/s +Step 41980/44000 | Loss: 2.8638 | LR: 2.69e-06 | 1386.7ms/step | 14.4 samples/s +Step 41990/44000 | Loss: 2.8649 | LR: 2.66e-06 | 1387.8ms/step | 14.4 samples/s +Step 42000/44000 | Loss: 2.8922 | LR: 2.63e-06 | 1385.8ms/step | 14.4 samples/s +Validation at step 42000: Loss = 2.8841, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-42000 +Step 42010/44000 | Loss: 2.8562 | LR: 2.61e-06 | 3888.2ms/step | 5.1 samples/s +Step 42020/44000 | Loss: 2.8788 | LR: 2.58e-06 | 1388.5ms/step | 14.4 samples/s +Step 42030/44000 | Loss: 2.8586 | LR: 2.56e-06 | 1391.2ms/step | 14.4 samples/s +Step 42040/44000 | Loss: 2.8885 | LR: 2.53e-06 | 1390.1ms/step | 14.4 samples/s +Step 42050/44000 | Loss: 2.8640 | LR: 2.50e-06 | 1389.3ms/step | 14.4 samples/s +Step 42060/44000 | Loss: 2.8720 | LR: 2.48e-06 | 1388.8ms/step | 14.4 samples/s +Step 42070/44000 | Loss: 2.8903 | LR: 2.45e-06 | 1388.6ms/step | 14.4 samples/s +Step 42080/44000 | Loss: 2.8826 | LR: 2.43e-06 | 1387.2ms/step | 14.4 samples/s +Step 42090/44000 | Loss: 2.9023 | LR: 2.40e-06 | 1388.0ms/step | 14.4 samples/s +Step 42100/44000 | Loss: 2.8829 | LR: 2.38e-06 | 1386.4ms/step | 14.4 samples/s +Step 42110/44000 | Loss: 2.8943 | LR: 2.35e-06 | 1388.8ms/step | 14.4 samples/s +Step 42120/44000 | Loss: 2.8776 | LR: 2.33e-06 | 1389.3ms/step | 14.4 samples/s +Step 42130/44000 | Loss: 2.8785 | LR: 2.30e-06 | 1391.1ms/step | 14.4 samples/s +Step 42140/44000 | Loss: 2.8801 | LR: 2.28e-06 | 1388.6ms/step | 14.4 samples/s +Step 42150/44000 | Loss: 2.8747 | LR: 2.25e-06 | 1388.4ms/step | 14.4 samples/s +Step 42160/44000 | Loss: 2.8854 | LR: 2.23e-06 | 1389.5ms/step | 14.4 samples/s +Step 42170/44000 | Loss: 2.8680 | LR: 2.21e-06 | 1388.2ms/step | 14.4 samples/s +Step 42180/44000 | Loss: 2.8868 | LR: 2.18e-06 | 1386.1ms/step | 14.4 samples/s +Step 42190/44000 | Loss: 2.8633 | LR: 2.16e-06 | 1389.7ms/step | 14.4 samples/s +Step 42200/44000 | Loss: 2.8729 | LR: 2.13e-06 | 1385.0ms/step | 14.4 samples/s +Step 42210/44000 | Loss: 2.8999 | LR: 2.11e-06 | 1385.2ms/step | 14.4 samples/s +Step 42220/44000 | Loss: 2.8987 | LR: 2.09e-06 | 1386.1ms/step | 14.4 samples/s +Step 42230/44000 | Loss: 2.9005 | LR: 2.06e-06 | 1386.0ms/step | 14.4 samples/s +Step 42240/44000 | Loss: 2.8929 | LR: 2.04e-06 | 1387.7ms/step | 14.4 samples/s +Step 42250/44000 | Loss: 2.8801 | LR: 2.02e-06 | 1386.3ms/step | 14.4 samples/s +Step 42260/44000 | Loss: 2.8660 | LR: 1.99e-06 | 1386.2ms/step | 14.4 samples/s +Step 42270/44000 | Loss: 2.8984 | LR: 1.97e-06 | 1387.8ms/step | 14.4 samples/s +Step 42280/44000 | Loss: 2.8833 | LR: 1.95e-06 | 1390.0ms/step | 14.4 samples/s +Step 42290/44000 | Loss: 2.8826 | LR: 1.93e-06 | 1390.0ms/step | 14.4 samples/s +Step 42300/44000 | Loss: 2.8684 | LR: 1.90e-06 | 1388.2ms/step | 14.4 samples/s +Step 42310/44000 | Loss: 2.8898 | LR: 1.88e-06 | 1387.3ms/step | 14.4 samples/s +Step 42320/44000 | Loss: 2.8854 | LR: 1.86e-06 | 1387.4ms/step | 14.4 samples/s +Step 42330/44000 | Loss: 2.8773 | LR: 1.84e-06 | 1388.3ms/step | 14.4 samples/s +Step 42340/44000 | Loss: 2.8710 | LR: 1.82e-06 | 1386.8ms/step | 14.4 samples/s +Step 42350/44000 | Loss: 2.8556 | LR: 1.79e-06 | 1386.8ms/step | 14.4 samples/s +Step 42360/44000 | Loss: 2.8950 | LR: 1.77e-06 | 1387.2ms/step | 14.4 samples/s +Step 42370/44000 | Loss: 2.8795 | LR: 1.75e-06 | 1390.8ms/step | 14.4 samples/s +Step 42380/44000 | Loss: 2.8525 | LR: 1.73e-06 | 1387.3ms/step | 14.4 samples/s +Step 42390/44000 | Loss: 2.8753 | LR: 1.71e-06 | 1388.0ms/step | 14.4 samples/s +Step 42400/44000 | Loss: 2.8663 | LR: 1.69e-06 | 1388.0ms/step | 14.4 samples/s +Step 42410/44000 | Loss: 2.9046 | LR: 1.67e-06 | 1386.7ms/step | 14.4 samples/s +Step 42420/44000 | Loss: 2.8780 | LR: 1.64e-06 | 1389.2ms/step | 14.4 samples/s +Step 42430/44000 | Loss: 2.8785 | LR: 1.62e-06 | 1388.8ms/step | 14.4 samples/s +Step 42440/44000 | Loss: 2.8888 | LR: 1.60e-06 | 1387.6ms/step | 14.4 samples/s +Step 42450/44000 | Loss: 2.8987 | LR: 1.58e-06 | 1391.1ms/step | 14.4 samples/s +Step 42460/44000 | Loss: 2.8645 | LR: 1.56e-06 | 1390.4ms/step | 14.4 samples/s +Step 42470/44000 | Loss: 2.8750 | LR: 1.54e-06 | 1389.8ms/step | 14.4 samples/s +Step 42480/44000 | Loss: 2.8799 | LR: 1.52e-06 | 1386.6ms/step | 14.4 samples/s +Step 42490/44000 | Loss: 2.8737 | LR: 1.50e-06 | 1389.3ms/step | 14.4 samples/s +Step 42500/44000 | Loss: 2.8911 | LR: 1.48e-06 | 1388.7ms/step | 14.4 samples/s +Step 42510/44000 | Loss: 2.8740 | LR: 1.46e-06 | 1388.0ms/step | 14.4 samples/s +Step 42520/44000 | Loss: 2.9128 | LR: 1.44e-06 | 1388.9ms/step | 14.4 samples/s +Step 42530/44000 | Loss: 2.8719 | LR: 1.42e-06 | 1387.2ms/step | 14.4 samples/s +Step 42540/44000 | Loss: 2.8820 | LR: 1.40e-06 | 1387.6ms/step | 14.4 samples/s +Step 42550/44000 | Loss: 2.8958 | LR: 1.39e-06 | 1389.6ms/step | 14.4 samples/s +Step 42560/44000 | Loss: 2.8974 | LR: 1.37e-06 | 1387.7ms/step | 14.4 samples/s +Step 42570/44000 | Loss: 2.8554 | LR: 1.35e-06 | 1388.2ms/step | 14.4 samples/s +Step 42580/44000 | Loss: 2.8868 | LR: 1.33e-06 | 1388.6ms/step | 14.4 samples/s +Step 42590/44000 | Loss: 2.8837 | LR: 1.31e-06 | 1387.5ms/step | 14.4 samples/s +Step 42600/44000 | Loss: 2.8757 | LR: 1.29e-06 | 1388.6ms/step | 14.4 samples/s +Step 42610/44000 | Loss: 2.8542 | LR: 1.27e-06 | 1389.5ms/step | 14.4 samples/s +Step 42620/44000 | Loss: 2.9059 | LR: 1.25e-06 | 1386.2ms/step | 14.4 samples/s +Step 42630/44000 | Loss: 2.9174 | LR: 1.24e-06 | 1388.1ms/step | 14.4 samples/s +Step 42640/44000 | Loss: 2.8803 | LR: 1.22e-06 | 1386.9ms/step | 14.4 samples/s +Step 42650/44000 | Loss: 2.8589 | LR: 1.20e-06 | 1391.0ms/step | 14.4 samples/s +Step 42660/44000 | Loss: 2.8708 | LR: 1.18e-06 | 1390.2ms/step | 14.4 samples/s +Step 42670/44000 | Loss: 2.8793 | LR: 1.17e-06 | 1390.2ms/step | 14.4 samples/s +Step 42680/44000 | Loss: 2.8800 | LR: 1.15e-06 | 1388.2ms/step | 14.4 samples/s +Step 42690/44000 | Loss: 2.8791 | LR: 1.13e-06 | 1389.6ms/step | 14.4 samples/s +Step 42700/44000 | Loss: 2.8635 | LR: 1.11e-06 | 1388.2ms/step | 14.4 samples/s +Step 42710/44000 | Loss: 2.8720 | LR: 1.10e-06 | 1389.3ms/step | 14.4 samples/s +Step 42720/44000 | Loss: 2.8766 | LR: 1.08e-06 | 1386.1ms/step | 14.4 samples/s +Step 42730/44000 | Loss: 2.8677 | LR: 1.06e-06 | 1390.4ms/step | 14.4 samples/s +Step 42740/44000 | Loss: 2.8857 | LR: 1.05e-06 | 1389.1ms/step | 14.4 samples/s +Step 42750/44000 | Loss: 2.8889 | LR: 1.03e-06 | 1389.2ms/step | 14.4 samples/s +Step 42760/44000 | Loss: 2.8780 | LR: 1.01e-06 | 1388.0ms/step | 14.4 samples/s +Step 42770/44000 | Loss: 2.8978 | LR: 9.97e-07 | 1390.1ms/step | 14.4 samples/s +Step 42780/44000 | Loss: 2.8568 | LR: 9.81e-07 | 1388.6ms/step | 14.4 samples/s +Step 42790/44000 | Loss: 2.8851 | LR: 9.65e-07 | 1391.2ms/step | 14.4 samples/s +Step 42800/44000 | Loss: 2.9091 | LR: 9.49e-07 | 1388.9ms/step | 14.4 samples/s +Step 42810/44000 | Loss: 2.8809 | LR: 9.33e-07 | 1387.0ms/step | 14.4 samples/s +Step 42820/44000 | Loss: 2.8690 | LR: 9.18e-07 | 1383.4ms/step | 14.5 samples/s +Step 42830/44000 | Loss: 2.8832 | LR: 9.02e-07 | 1383.0ms/step | 14.5 samples/s +Step 42840/44000 | Loss: 2.8584 | LR: 8.87e-07 | 1383.2ms/step | 14.5 samples/s +Step 42850/44000 | Loss: 2.8673 | LR: 8.72e-07 | 1385.1ms/step | 14.4 samples/s +Step 42860/44000 | Loss: 2.9021 | LR: 8.57e-07 | 1386.3ms/step | 14.4 samples/s +Step 42870/44000 | Loss: 2.8948 | LR: 8.42e-07 | 1385.6ms/step | 14.4 samples/s +Step 42880/44000 | Loss: 2.8937 | LR: 8.27e-07 | 1385.3ms/step | 14.4 samples/s +Step 42890/44000 | Loss: 2.8815 | LR: 8.12e-07 | 1386.5ms/step | 14.4 samples/s +Step 42900/44000 | Loss: 2.8585 | LR: 7.98e-07 | 1385.3ms/step | 14.4 samples/s +Step 42910/44000 | Loss: 2.8815 | LR: 7.83e-07 | 1385.3ms/step | 14.4 samples/s +Step 42920/44000 | Loss: 2.8682 | LR: 7.69e-07 | 1383.9ms/step | 14.5 samples/s +Step 42930/44000 | Loss: 2.8821 | LR: 7.55e-07 | 1384.3ms/step | 14.4 samples/s +Step 42940/44000 | Loss: 2.9021 | LR: 7.41e-07 | 1386.3ms/step | 14.4 samples/s +Step 42950/44000 | Loss: 2.8767 | LR: 7.27e-07 | 1386.2ms/step | 14.4 samples/s +Step 42960/44000 | Loss: 2.9157 | LR: 7.13e-07 | 1387.6ms/step | 14.4 samples/s +Step 42970/44000 | Loss: 2.8679 | LR: 6.99e-07 | 1386.7ms/step | 14.4 samples/s +Step 42980/44000 | Loss: 2.8726 | LR: 6.86e-07 | 1386.3ms/step | 14.4 samples/s +Step 42990/44000 | Loss: 2.8750 | LR: 6.72e-07 | 1386.7ms/step | 14.4 samples/s +Step 43000/44000 | Loss: 2.8923 | LR: 6.59e-07 | 1387.2ms/step | 14.4 samples/s +Validation at step 43000: Loss = 2.8841, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-43000 +Step 43010/44000 | Loss: 2.8599 | LR: 6.46e-07 | 3857.7ms/step | 5.2 samples/s +Step 43020/44000 | Loss: 2.8905 | LR: 6.33e-07 | 1385.0ms/step | 14.4 samples/s +Step 43030/44000 | Loss: 2.8832 | LR: 6.20e-07 | 1387.0ms/step | 14.4 samples/s +Step 43040/44000 | Loss: 2.8977 | LR: 6.08e-07 | 1387.1ms/step | 14.4 samples/s +Step 43050/44000 | Loss: 2.8804 | LR: 5.95e-07 | 1387.5ms/step | 14.4 samples/s +Step 43060/44000 | Loss: 2.8786 | LR: 5.83e-07 | 1385.3ms/step | 14.4 samples/s +Step 43070/44000 | Loss: 2.8951 | LR: 5.70e-07 | 1386.6ms/step | 14.4 samples/s +Step 43080/44000 | Loss: 2.8585 | LR: 5.58e-07 | 1389.7ms/step | 14.4 samples/s +Step 43090/44000 | Loss: 2.8445 | LR: 5.46e-07 | 1388.3ms/step | 14.4 samples/s +Step 43100/44000 | Loss: 2.9250 | LR: 5.34e-07 | 1387.1ms/step | 14.4 samples/s +Step 43110/44000 | Loss: 2.8864 | LR: 5.22e-07 | 1386.9ms/step | 14.4 samples/s +Step 43120/44000 | Loss: 2.8471 | LR: 5.11e-07 | 1384.2ms/step | 14.4 samples/s +Step 43130/44000 | Loss: 2.8950 | LR: 4.99e-07 | 1384.4ms/step | 14.4 samples/s +Step 43140/44000 | Loss: 2.8797 | LR: 4.88e-07 | 1383.3ms/step | 14.5 samples/s +Step 43150/44000 | Loss: 2.8720 | LR: 4.76e-07 | 1384.9ms/step | 14.4 samples/s +Step 43160/44000 | Loss: 2.8940 | LR: 4.65e-07 | 1385.0ms/step | 14.4 samples/s +Step 43170/44000 | Loss: 2.8550 | LR: 4.54e-07 | 1385.6ms/step | 14.4 samples/s +Step 43180/44000 | Loss: 2.8702 | LR: 4.43e-07 | 1386.7ms/step | 14.4 samples/s +Step 43190/44000 | Loss: 2.8819 | LR: 4.33e-07 | 1386.5ms/step | 14.4 samples/s +Step 43200/44000 | Loss: 2.9005 | LR: 4.22e-07 | 1384.7ms/step | 14.4 samples/s +Step 43210/44000 | Loss: 2.8633 | LR: 4.12e-07 | 1386.0ms/step | 14.4 samples/s +Step 43220/44000 | Loss: 2.8711 | LR: 4.01e-07 | 1382.8ms/step | 14.5 samples/s +Step 43230/44000 | Loss: 2.8892 | LR: 3.91e-07 | 1384.4ms/step | 14.4 samples/s +Step 43240/44000 | Loss: 2.8794 | LR: 3.81e-07 | 1384.0ms/step | 14.5 samples/s +Step 43250/44000 | Loss: 2.8604 | LR: 3.71e-07 | 1383.6ms/step | 14.5 samples/s +Step 43260/44000 | Loss: 2.8974 | LR: 3.61e-07 | 1383.8ms/step | 14.5 samples/s +Step 43270/44000 | Loss: 2.8671 | LR: 3.51e-07 | 1385.1ms/step | 14.4 samples/s +Step 43280/44000 | Loss: 2.8643 | LR: 3.42e-07 | 1384.3ms/step | 14.4 samples/s +Step 43290/44000 | Loss: 2.8757 | LR: 3.32e-07 | 1385.7ms/step | 14.4 samples/s +Step 43300/44000 | Loss: 2.8798 | LR: 3.23e-07 | 1385.2ms/step | 14.4 samples/s +Step 43310/44000 | Loss: 2.8951 | LR: 3.14e-07 | 1385.8ms/step | 14.4 samples/s +Step 43320/44000 | Loss: 2.8826 | LR: 3.05e-07 | 1387.7ms/step | 14.4 samples/s +Step 43330/44000 | Loss: 2.8788 | LR: 2.96e-07 | 1386.5ms/step | 14.4 samples/s +Step 43340/44000 | Loss: 2.8991 | LR: 2.87e-07 | 1386.3ms/step | 14.4 samples/s +Step 43350/44000 | Loss: 2.8785 | LR: 2.79e-07 | 1387.0ms/step | 14.4 samples/s +Step 43360/44000 | Loss: 2.8989 | LR: 2.70e-07 | 1385.6ms/step | 14.4 samples/s +Step 43370/44000 | Loss: 2.8922 | LR: 2.62e-07 | 1385.4ms/step | 14.4 samples/s +Step 43380/44000 | Loss: 2.8534 | LR: 2.53e-07 | 1387.2ms/step | 14.4 samples/s +Step 43390/44000 | Loss: 2.9130 | LR: 2.45e-07 | 1386.3ms/step | 14.4 samples/s +Step 43400/44000 | Loss: 2.9090 | LR: 2.37e-07 | 1386.4ms/step | 14.4 samples/s +Step 43410/44000 | Loss: 2.8819 | LR: 2.30e-07 | 1387.4ms/step | 14.4 samples/s +Step 43420/44000 | Loss: 2.8749 | LR: 2.22e-07 | 1384.4ms/step | 14.4 samples/s +Step 43430/44000 | Loss: 2.8479 | LR: 2.14e-07 | 1387.6ms/step | 14.4 samples/s +Step 43440/44000 | Loss: 2.8899 | LR: 2.07e-07 | 1386.4ms/step | 14.4 samples/s +Step 43450/44000 | Loss: 2.8859 | LR: 1.99e-07 | 1385.9ms/step | 14.4 samples/s +Step 43460/44000 | Loss: 2.8653 | LR: 1.92e-07 | 1386.2ms/step | 14.4 samples/s +Step 43470/44000 | Loss: 2.8981 | LR: 1.85e-07 | 1388.6ms/step | 14.4 samples/s +Step 43480/44000 | Loss: 2.8722 | LR: 1.78e-07 | 1385.3ms/step | 14.4 samples/s +Step 43490/44000 | Loss: 2.8739 | LR: 1.72e-07 | 1387.9ms/step | 14.4 samples/s +Step 43500/44000 | Loss: 2.8939 | LR: 1.65e-07 | 1385.9ms/step | 14.4 samples/s +Step 43510/44000 | Loss: 2.8697 | LR: 1.58e-07 | 1387.4ms/step | 14.4 samples/s +Step 43520/44000 | Loss: 2.8786 | LR: 1.52e-07 | 1386.4ms/step | 14.4 samples/s +Step 43530/44000 | Loss: 2.8701 | LR: 1.46e-07 | 1386.4ms/step | 14.4 samples/s +Step 43540/44000 | Loss: 2.9040 | LR: 1.40e-07 | 1383.6ms/step | 14.5 samples/s +Step 43550/44000 | Loss: 2.8995 | LR: 1.34e-07 | 1384.5ms/step | 14.4 samples/s +Step 43560/44000 | Loss: 2.8619 | LR: 1.28e-07 | 1386.1ms/step | 14.4 samples/s +Step 43570/44000 | Loss: 2.8728 | LR: 1.22e-07 | 1387.5ms/step | 14.4 samples/s +Step 43580/44000 | Loss: 2.8699 | LR: 1.16e-07 | 1386.2ms/step | 14.4 samples/s +Step 43590/44000 | Loss: 2.8608 | LR: 1.11e-07 | 1386.6ms/step | 14.4 samples/s +Step 43600/44000 | Loss: 2.8921 | LR: 1.06e-07 | 1385.7ms/step | 14.4 samples/s +Step 43610/44000 | Loss: 2.8799 | LR: 1.00e-07 | 1384.9ms/step | 14.4 samples/s +Step 43620/44000 | Loss: 2.8610 | LR: 9.52e-08 | 1384.2ms/step | 14.4 samples/s +Step 43630/44000 | Loss: 2.8784 | LR: 9.03e-08 | 1385.6ms/step | 14.4 samples/s +Step 43640/44000 | Loss: 2.8943 | LR: 8.55e-08 | 1385.4ms/step | 14.4 samples/s +Step 43650/44000 | Loss: 2.9106 | LR: 8.08e-08 | 1385.3ms/step | 14.4 samples/s +Step 43660/44000 | Loss: 2.8864 | LR: 7.62e-08 | 1386.8ms/step | 14.4 samples/s +Step 43670/44000 | Loss: 2.8694 | LR: 7.18e-08 | 1385.4ms/step | 14.4 samples/s +Step 43680/44000 | Loss: 2.8847 | LR: 6.75e-08 | 1386.4ms/step | 14.4 samples/s +Step 43690/44000 | Loss: 2.8608 | LR: 6.34e-08 | 1387.1ms/step | 14.4 samples/s +Step 43700/44000 | Loss: 2.9090 | LR: 5.94e-08 | 1385.9ms/step | 14.4 samples/s +Step 43710/44000 | Loss: 2.9060 | LR: 5.55e-08 | 1386.5ms/step | 14.4 samples/s +Step 43720/44000 | Loss: 2.8702 | LR: 5.17e-08 | 1385.7ms/step | 14.4 samples/s +Step 43730/44000 | Loss: 2.9131 | LR: 4.81e-08 | 1392.8ms/step | 14.4 samples/s +Step 43740/44000 | Loss: 2.8733 | LR: 4.46e-08 | 1396.4ms/step | 14.3 samples/s +Step 43750/44000 | Loss: 2.8877 | LR: 4.12e-08 | 1386.4ms/step | 14.4 samples/s +Step 43760/44000 | Loss: 2.8721 | LR: 3.80e-08 | 1393.6ms/step | 14.4 samples/s +Step 43770/44000 | Loss: 2.8654 | LR: 3.49e-08 | 1389.4ms/step | 14.4 samples/s +Step 43780/44000 | Loss: 2.8770 | LR: 3.19e-08 | 1383.5ms/step | 14.5 samples/s +Step 43790/44000 | Loss: 2.9103 | LR: 2.91e-08 | 1384.4ms/step | 14.4 samples/s +Step 43800/44000 | Loss: 2.8981 | LR: 2.64e-08 | 1385.3ms/step | 14.4 samples/s +Step 43810/44000 | Loss: 2.8874 | LR: 2.38e-08 | 1386.9ms/step | 14.4 samples/s +Step 43820/44000 | Loss: 2.8852 | LR: 2.14e-08 | 1388.3ms/step | 14.4 samples/s +Step 43830/44000 | Loss: 2.9064 | LR: 1.91e-08 | 1385.5ms/step | 14.4 samples/s +Step 43840/44000 | Loss: 2.8546 | LR: 1.69e-08 | 1386.4ms/step | 14.4 samples/s +Step 43850/44000 | Loss: 2.8773 | LR: 1.48e-08 | 1387.1ms/step | 14.4 samples/s +Step 43860/44000 | Loss: 2.8968 | LR: 1.29e-08 | 1385.2ms/step | 14.4 samples/s +Step 43870/44000 | Loss: 2.8962 | LR: 1.11e-08 | 1383.4ms/step | 14.5 samples/s +Step 43880/44000 | Loss: 2.9242 | LR: 9.50e-09 | 1386.1ms/step | 14.4 samples/s +Step 43890/44000 | Loss: 2.8969 | LR: 7.98e-09 | 1386.4ms/step | 14.4 samples/s +Step 43900/44000 | Loss: 2.8648 | LR: 6.60e-09 | 1384.9ms/step | 14.4 samples/s +Step 43910/44000 | Loss: 2.9104 | LR: 5.34e-09 | 1385.4ms/step | 14.4 samples/s +Step 43920/44000 | Loss: 2.8815 | LR: 4.22e-09 | 1386.0ms/step | 14.4 samples/s +Step 43930/44000 | Loss: 2.8685 | LR: 3.23e-09 | 1385.1ms/step | 14.4 samples/s +Step 43940/44000 | Loss: 2.8601 | LR: 2.37e-09 | 1384.5ms/step | 14.4 samples/s +Step 43950/44000 | Loss: 2.8677 | LR: 1.65e-09 | 1385.6ms/step | 14.4 samples/s +Step 43960/44000 | Loss: 2.8915 | LR: 1.06e-09 | 1384.5ms/step | 14.4 samples/s +Step 43970/44000 | Loss: 2.8810 | LR: 5.94e-10 | 1385.7ms/step | 14.4 samples/s +Step 43980/44000 | Loss: 2.8546 | LR: 2.64e-10 | 1385.5ms/step | 14.4 samples/s +Step 43990/44000 | Loss: 2.9087 | LR: 6.60e-11 | 1385.0ms/step | 14.4 samples/s +Step 44000/44000 | Loss: 2.8718 | LR: 0.00e+00 | 1385.7ms/step | 14.4 samples/s +Validation at step 44000: Loss = 2.8841, Perplexity = 17.89 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-44000 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed46/run_20260819_153735/checkpoint-44000 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_144758-zovy63wq/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 +cuda-toolkit==13.0.2 +zstandard==0.25.0 +xxhash==3.7.0 +urllib3==2.6.3 +typing_extensions==4.15.0 +triton==3.6.0 +tqdm==4.67.3 +torchinfo==1.8.0 +sympy==1.14.0 +smmap==5.0.3 +six==1.17.0 +shellingham==1.5.4 +setuptools==81.0.0 +safetensors==0.7.0 +regex==2026.4.4 +PyYAML==6.0.3 +Pygments==2.20.0 +pyarrow==24.0.0 +psutil==7.2.2 +protobuf==7.34.1 +propcache==0.4.1 +platformdirs==4.9.6 +packaging==26.2 +nvidia-nvtx==13.0.85 +nvidia-nvshmem-cu13==3.4.5 +nvidia-nvjitlink==13.0.88 +nvidia-nccl-cu13==2.28.9 +nvidia-curand==10.4.0.35 +nvidia-cufile==1.15.1.6 +nvidia-cuda-runtime==13.0.96 +nvidia-cuda-nvrtc==13.0.88 +nvidia-cuda-cupti==13.0.85 +nvidia-cublas==13.1.0.3 +numpy==2.4.4 +networkx==3.6.1 +multidict==6.7.1 +mdurl==0.1.2 +MarkupSafe==3.0.3 +idna==3.13 +hf-xet==1.4.3 +h11==0.16.0 +fsspec==2026.2.0 +frozenlist==1.8.0 +filelock==3.29.0 +dill==0.4.1 +cuda-pathfinder==1.5.4 +click==8.3.3 +charset-normalizer==3.4.7 +certifi==2026.4.22 +attrs==26.1.0 +annotated-types==0.7.0 +annotated-doc==0.0.4 +aiohappyeyeballs==2.6.1 +yarl==1.23.0 +typing-inspection==0.4.2 +sentry-sdk==2.58.0 +requests==2.33.1 +python-dateutil==2.9.0.post0 +pydantic_core==2.46.3 +nvidia-cusparse==12.6.3.3 +nvidia-cufft==12.0.0.61 +nvidia-cudnn-cu13==9.19.0.56 +multiprocess==0.70.19 +markdown-it-py==4.0.0 +Jinja2==3.1.6 +httpcore==1.0.9 +gitdb==4.0.12 +cuda-bindings==13.2.0 +anyio==4.13.0 +aiosignal==1.4.0 +rich==15.0.0 +pydantic==2.13.3 +pandas==3.0.2 +nvidia-cusolver==12.0.4.66 +httpx==0.28.1 +GitPython==3.1.49 +aiohttp==3.13.5 +wandb==0.26.1 +typer==0.25.1 +torch==2.11.0 +huggingface_hub==1.13.0 +tokenizers==0.22.2 +datasets==4.8.5 +accelerate==1.13.0 +transformers==5.7.0 +word2number==1.1 +sqlitedict==2.1.0 +pytz==2026.2 +threadpoolctl==3.6.0 +tcolorpy==0.1.7 +tabulate==0.10.0 +scipy==1.17.1 +portalocker==3.2.0 +pathvalidate==3.3.1 +narwhals==2.22.1 +more-itertools==11.1.0 +lxml==6.1.1 +joblib==1.5.3 +colorama==0.4.6 +chardet==6.0.0.post1 +absl-py==2.4.0 +scikit-learn==1.9.0 +sacrebleu==2.6.0 +nltk==3.9.4 +mbstrdecoder==1.1.5 +typepy==1.3.5 +rouge_score==0.1.2 +DataProperty==1.1.1 +tabledata==1.3.5 +evaluate==0.4.6 +pytablewriter==1.2.1 +lm_eval==0.4.12 +pluggy==1.6.0 +iniconfig==2.3.0 +pytest==9.1.0 +py-spy==0.4.2 +pillow==12.2.0 +tifffile==2026.6.1 +imagecodecs==2026.6.26 +zipp==4.1.0 +importlib_metadata==9.0.0 +derivative==0.6.3 +pysindy==2.1.0 +pyparsing==3.3.2 +kiwisolver==1.5.0 +fonttools==4.63.0 +cycler==0.12.1 +contourpy==1.3.3 +matplotlib==3.11.0 +sortedcontainers==2.4.0 +wcwidth==0.8.2 +sigfig==1.3.19 +importlib_resources==7.1.0 +enum-tools==0.13.0 +cramjam==2.11.0 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ruben.navasardyan@mail.utoronto.ca + executable: /mloscratch/homes/navasard/conda/bin/python3.13 + git: + commit: 5637886f0cc760009989b14e68c6ae06d4827418 + remote: https://github.com/rubentium/TokenPrune.git + gpu: NVIDIA H100 80GB HBM3 + gpu_count: 4 + gpu_nvidia: + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "85520809984" + name: NVIDIA H100 80GB HBM3 + uuid: GPU-b817d241-acce-e5dd-a749-3447239c5207 + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "85520809984" + name: NVIDIA H100 80GB HBM3 + uuid: GPU-165543e5-e049-5219-e717-e1216ac960de + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "85520809984" + name: NVIDIA H100 80GB HBM3 + uuid: GPU-47444fc7-ea8c-cef6-aac8-ef408dc8047b + - architecture: Hopper + cudaCores: 16896 + memoryTotal: "85520809984" + name: NVIDIA H100 80GB HBM3 + uuid: GPU-37dc97ad-46ef-50d9-3619-3a6eaea1b6aa + host: h100-workspace-4-gpu-3-0-6 + memory: + total: "1623005732864" + os: Linux-6.8.0-124-generic-x86_64-with-glibc2.35 + program: /mloscratch/homes/navasard/sparse/SparseAtt/train.py + python: CPython 3.13.13 + root: /mloscratch/homes/navasard/sparse/SparseAtt + startedAt: "2026-08-20T19:42:09.596893Z" + writerId: 8l9cf1l8zaolhsew8f38inve9wj109an + m: [] + python_version: 3.13.13 + t: + "1": + - 1 + - 5 + - 11 + - 49 + - 51 + - 53 + - 71 + "2": + - 1 + - 5 + - 11 + - 49 + - 51 + - 53 + - 71 + "3": + - 2 + - 5 + - 13 + - 14 + - 15 + - 16 + - 61 + - 62 + "4": 3.13.13 + "5": 0.26.1 + "6": 5.7.0 + "12": 0.26.1 + "13": linux-x86_64 +attention_dropout: + value: 0 +attention_type: + value: sparse_stochastic +checkpoint_activations: + value: false +dense_mode: + value: true +dense_step_intervals: + value: null +eval_batches: + value: 50 +eval_steps: + value: 1000 +force_new_run: + value: false +gradient_accumulation_steps: + value: 10 +head_dim: + value: null +hidden_size: + value: 768 +init_from_scratch: + value: true +intermediate_size: + value: 3072 +learning_rate: + value: 0.0005 +logging_steps: + value: 10 +lr_scheduler: + value: cosine +max_grad_norm: + value: 1 +max_seq_length: + value: 8192 +max_steps: + value: 44000 +mixed_precision: + value: bf16 +model_dtype: + value: bfloat16 +model_path: + value: /mloscratch/homes/navasard/qwen3_06b_base +num_attention_heads: + value: 6 +num_epochs: + value: 1 +num_hidden_layers: + value: 28 +num_key_value_heads: + value: 2 +num_workers: + value: 8 +output_dir: + value: /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735 +per_device_batch_size: + value: 2 +resume_from_checkpoint: + value: /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-22000 +rope_train_position_scale_set: + value: + - 1 + - 0.9896339488176222 + - 0.9692159692159692 + - 0.9420289855072463 + - 0.8730158730158729 +save_steps: + value: 1000 +seed: + value: 42 +sparse_block_size: + value: 128 +sparse_layer_indices: + value: null +sparse_mask_cache_dir: + value: null +sparse_mask_pool_size: + value: 1 +sparse_mask_seed: + value: 0 +sparse_mixed_nrb_set: + value: null +sparse_num_random_blocks: + value: 31 +sparse_val_dense_compare: + value: false +strategy: + value: ddp +train_path: + value: /mloscratch/homes/navasard/data/fineweb_large/tokenized +val_path: + value: null +verbose: + value: true +wandb_enabled: + value: true +wandb_name: + value: l8k365m_dense_ropectl_a1p0_seed42 +wandb_project: + value: stochastic_sparsity +wandb_tags: + value: + - qwen3 + - 365m + - 8k + - dense + - rope-control +warmup_steps: + value: 750 +weight_decay: + value: 0.01 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/files/output.log b/epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/files/output.log new file mode 100644 index 0000000000000000000000000000000000000000..07b46158aed291d0701f90f3b9035460e6e85d79 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/files/output.log @@ -0,0 +1,2341 @@ +Starting training... +Validation at step 22000: Loss = 2.9576, Perplexity = 19.25 +wandb: WARNING Tried to log to step 22000 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Switching attention mode for step 22001: dense (dense step interval) +Step 22010/44000 | Loss: 2.9583 | LR: 2.57e-04 | 47512.8ms/step | 0.4 samples/s +wandb: WARNING Tried to log to step 22010 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22020/44000 | Loss: 2.9671 | LR: 2.56e-04 | 1369.4ms/step | 14.6 samples/s +wandb: WARNING Tried to log to step 22020 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22030/44000 | Loss: 2.9344 | LR: 2.56e-04 | 1365.5ms/step | 14.6 samples/s +wandb: WARNING Tried to log to step 22030 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22040/44000 | Loss: 2.9191 | LR: 2.56e-04 | 1366.6ms/step | 14.6 samples/s +wandb: WARNING Tried to log to step 22040 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22050/44000 | Loss: 2.9365 | LR: 2.56e-04 | 1371.7ms/step | 14.6 samples/s +wandb: WARNING Tried to log to step 22050 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22060/44000 | Loss: 2.9609 | LR: 2.56e-04 | 1373.3ms/step | 14.6 samples/s +wandb: WARNING Tried to log to step 22060 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22070/44000 | Loss: 2.8936 | LR: 2.56e-04 | 1377.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22070 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22080/44000 | Loss: 2.9269 | LR: 2.55e-04 | 1380.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22080 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22090/44000 | Loss: 2.9281 | LR: 2.55e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22090 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22100/44000 | Loss: 2.9367 | LR: 2.55e-04 | 1384.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22100 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22110/44000 | Loss: 2.9426 | LR: 2.55e-04 | 1381.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22110 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22120/44000 | Loss: 2.9360 | LR: 2.55e-04 | 1382.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22120 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22130/44000 | Loss: 2.9396 | LR: 2.54e-04 | 1382.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22130 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22140/44000 | Loss: 2.9326 | LR: 2.54e-04 | 1383.3ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22140 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22150/44000 | Loss: 2.9480 | LR: 2.54e-04 | 1382.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22150 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22160/44000 | Loss: 2.9249 | LR: 2.54e-04 | 1385.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22160 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22170/44000 | Loss: 2.9553 | LR: 2.54e-04 | 1384.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22170 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22180/44000 | Loss: 2.9451 | LR: 2.54e-04 | 1378.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22180 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22190/44000 | Loss: 2.9241 | LR: 2.53e-04 | 1380.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22190 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22200/44000 | Loss: 2.9436 | LR: 2.53e-04 | 1382.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22200 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22210/44000 | Loss: 2.9428 | LR: 2.53e-04 | 1383.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22210 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22220/44000 | Loss: 2.9152 | LR: 2.53e-04 | 1383.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22220 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22230/44000 | Loss: 2.9386 | LR: 2.53e-04 | 1385.9ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22230 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22240/44000 | Loss: 2.9109 | LR: 2.52e-04 | 1385.4ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22240 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22250/44000 | Loss: 2.9156 | LR: 2.52e-04 | 1381.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22250 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22260/44000 | Loss: 2.9508 | LR: 2.52e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22260 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22270/44000 | Loss: 2.9014 | LR: 2.52e-04 | 1382.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22270 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22280/44000 | Loss: 2.9147 | LR: 2.52e-04 | 1384.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22280 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22290/44000 | Loss: 2.9359 | LR: 2.52e-04 | 1385.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22290 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22300/44000 | Loss: 2.9341 | LR: 2.51e-04 | 1384.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22300 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22310/44000 | Loss: 2.9306 | LR: 2.51e-04 | 1385.1ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22310 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22320/44000 | Loss: 2.9498 | LR: 2.51e-04 | 1385.2ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22320 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22330/44000 | Loss: 2.9246 | LR: 2.51e-04 | 1385.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22330 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22340/44000 | Loss: 2.9240 | LR: 2.51e-04 | 1384.9ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22340 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22350/44000 | Loss: 2.9454 | LR: 2.50e-04 | 1386.1ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22350 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22360/44000 | Loss: 2.9321 | LR: 2.50e-04 | 1385.5ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22360 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22370/44000 | Loss: 2.9268 | LR: 2.50e-04 | 1385.6ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22370 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22380/44000 | Loss: 2.9323 | LR: 2.50e-04 | 1384.2ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22380 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22390/44000 | Loss: 2.9364 | LR: 2.50e-04 | 1384.1ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22390 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22400/44000 | Loss: 2.9259 | LR: 2.50e-04 | 1387.7ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22400 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22410/44000 | Loss: 2.9238 | LR: 2.49e-04 | 1384.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22410 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22420/44000 | Loss: 2.9443 | LR: 2.49e-04 | 1387.1ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22420 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22430/44000 | Loss: 2.9635 | LR: 2.49e-04 | 1384.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22430 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22440/44000 | Loss: 2.9143 | LR: 2.49e-04 | 1383.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22440 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22450/44000 | Loss: 2.9323 | LR: 2.49e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22450 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22460/44000 | Loss: 2.9562 | LR: 2.48e-04 | 1380.6ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22460 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22470/44000 | Loss: 2.9237 | LR: 2.48e-04 | 1382.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22470 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22480/44000 | Loss: 2.9097 | LR: 2.48e-04 | 1383.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22480 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22490/44000 | Loss: 2.9493 | LR: 2.48e-04 | 1383.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22490 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22500/44000 | Loss: 2.9419 | LR: 2.48e-04 | 1382.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22500 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22510/44000 | Loss: 2.9238 | LR: 2.48e-04 | 1385.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22510 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22520/44000 | Loss: 2.9178 | LR: 2.47e-04 | 1384.1ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22520 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22530/44000 | Loss: 2.9471 | LR: 2.47e-04 | 1382.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22530 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22540/44000 | Loss: 2.9163 | LR: 2.47e-04 | 1379.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22540 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22550/44000 | Loss: 2.9470 | LR: 2.47e-04 | 1381.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22550 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22560/44000 | Loss: 2.9108 | LR: 2.47e-04 | 1382.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22560 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22570/44000 | Loss: 2.8929 | LR: 2.46e-04 | 1384.9ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22570 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22580/44000 | Loss: 2.9301 | LR: 2.46e-04 | 1384.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22580 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22590/44000 | Loss: 2.9370 | LR: 2.46e-04 | 1384.2ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22590 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22600/44000 | Loss: 2.9269 | LR: 2.46e-04 | 1384.6ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22600 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22610/44000 | Loss: 2.9412 | LR: 2.46e-04 | 1385.6ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22610 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22620/44000 | Loss: 2.9180 | LR: 2.46e-04 | 1385.5ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22620 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22630/44000 | Loss: 2.9418 | LR: 2.45e-04 | 1384.1ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22630 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22640/44000 | Loss: 2.9018 | LR: 2.45e-04 | 1385.7ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22640 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22650/44000 | Loss: 2.9335 | LR: 2.45e-04 | 1383.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22650 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22660/44000 | Loss: 2.9161 | LR: 2.45e-04 | 1383.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22660 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22670/44000 | Loss: 2.9430 | LR: 2.45e-04 | 1384.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22670 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22680/44000 | Loss: 2.9121 | LR: 2.44e-04 | 1387.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22680 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22690/44000 | Loss: 2.9462 | LR: 2.44e-04 | 1386.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22690 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22700/44000 | Loss: 2.9138 | LR: 2.44e-04 | 1387.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22700 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22710/44000 | Loss: 2.9539 | LR: 2.44e-04 | 1386.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22710 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22720/44000 | Loss: 2.9345 | LR: 2.44e-04 | 1384.9ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22720 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22730/44000 | Loss: 2.9517 | LR: 2.44e-04 | 1385.9ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22730 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22740/44000 | Loss: 2.9236 | LR: 2.43e-04 | 1385.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22740 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22750/44000 | Loss: 2.9150 | LR: 2.43e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22750 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22760/44000 | Loss: 2.9197 | LR: 2.43e-04 | 1381.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22760 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22770/44000 | Loss: 2.9197 | LR: 2.43e-04 | 1379.9ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22770 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22780/44000 | Loss: 2.9143 | LR: 2.43e-04 | 1382.5ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22780 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22790/44000 | Loss: 2.9194 | LR: 2.42e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22790 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22800/44000 | Loss: 2.8953 | LR: 2.42e-04 | 1384.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22800 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22810/44000 | Loss: 2.9446 | LR: 2.42e-04 | 1384.4ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22810 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22820/44000 | Loss: 2.9264 | LR: 2.42e-04 | 1382.8ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22820 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22830/44000 | Loss: 2.9297 | LR: 2.42e-04 | 1385.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22830 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22840/44000 | Loss: 2.9165 | LR: 2.42e-04 | 1382.4ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22840 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22850/44000 | Loss: 2.9333 | LR: 2.41e-04 | 1383.2ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22850 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22860/44000 | Loss: 2.9491 | LR: 2.41e-04 | 1384.8ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22860 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22870/44000 | Loss: 2.8830 | LR: 2.41e-04 | 1384.0ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22870 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22880/44000 | Loss: 2.9108 | LR: 2.41e-04 | 1382.2ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22880 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22890/44000 | Loss: 2.9332 | LR: 2.41e-04 | 1386.0ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22890 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22900/44000 | Loss: 2.9537 | LR: 2.40e-04 | 1387.6ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22900 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22910/44000 | Loss: 2.9066 | LR: 2.40e-04 | 1384.3ms/step | 14.4 samples/s +wandb: WARNING Tried to log to step 22910 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22920/44000 | Loss: 2.9458 | LR: 2.40e-04 | 1383.7ms/step | 14.5 samples/s +wandb: WARNING Tried to log to step 22920 that is less than the current step 22921. Steps must be monotonically increasing, so this data will be ignored. See https://wandb.me/define-metric to log data out of order. +Step 22930/44000 | Loss: 2.9055 | LR: 2.40e-04 | 1385.5ms/step | 14.4 samples/s +Step 22940/44000 | Loss: 2.9471 | LR: 2.40e-04 | 1386.2ms/step | 14.4 samples/s +Step 22950/44000 | Loss: 2.9295 | LR: 2.40e-04 | 1384.5ms/step | 14.4 samples/s +Step 22960/44000 | Loss: 2.9438 | LR: 2.39e-04 | 1385.1ms/step | 14.4 samples/s +Step 22970/44000 | Loss: 2.9484 | LR: 2.39e-04 | 1386.3ms/step | 14.4 samples/s +Step 22980/44000 | Loss: 2.9374 | LR: 2.39e-04 | 1384.8ms/step | 14.4 samples/s +Step 22990/44000 | Loss: 2.9610 | LR: 2.39e-04 | 1385.8ms/step | 14.4 samples/s +Step 23000/44000 | Loss: 2.9141 | LR: 2.39e-04 | 1385.7ms/step | 14.4 samples/s +Validation at step 23000: Loss = 2.9475, Perplexity = 19.06 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-23000 +Step 23010/44000 | Loss: 2.9340 | LR: 2.38e-04 | 3882.3ms/step | 5.2 samples/s +Step 23020/44000 | Loss: 2.9493 | LR: 2.38e-04 | 1383.0ms/step | 14.5 samples/s +Step 23030/44000 | Loss: 2.9375 | LR: 2.38e-04 | 1383.7ms/step | 14.5 samples/s +Step 23040/44000 | Loss: 2.9192 | LR: 2.38e-04 | 1381.6ms/step | 14.5 samples/s +Step 23050/44000 | Loss: 2.9307 | LR: 2.38e-04 | 1383.8ms/step | 14.5 samples/s +Step 23060/44000 | Loss: 2.9251 | LR: 2.38e-04 | 1387.8ms/step | 14.4 samples/s +Step 23070/44000 | Loss: 2.9253 | LR: 2.37e-04 | 1387.4ms/step | 14.4 samples/s +Step 23080/44000 | Loss: 2.9341 | LR: 2.37e-04 | 1389.0ms/step | 14.4 samples/s +Step 23090/44000 | Loss: 2.9195 | LR: 2.37e-04 | 1390.6ms/step | 14.4 samples/s +Step 23100/44000 | Loss: 2.9213 | LR: 2.37e-04 | 1389.5ms/step | 14.4 samples/s +Step 23110/44000 | Loss: 2.9005 | LR: 2.37e-04 | 1388.8ms/step | 14.4 samples/s +Step 23120/44000 | Loss: 2.8915 | LR: 2.36e-04 | 1388.5ms/step | 14.4 samples/s +Step 23130/44000 | Loss: 2.9503 | LR: 2.36e-04 | 1388.8ms/step | 14.4 samples/s +Step 23140/44000 | Loss: 2.9416 | LR: 2.36e-04 | 1389.7ms/step | 14.4 samples/s +Step 23150/44000 | Loss: 2.9287 | LR: 2.36e-04 | 1390.2ms/step | 14.4 samples/s +Step 23160/44000 | Loss: 2.9524 | LR: 2.36e-04 | 1389.9ms/step | 14.4 samples/s +Step 23170/44000 | Loss: 2.9237 | LR: 2.36e-04 | 1390.3ms/step | 14.4 samples/s +Step 23180/44000 | Loss: 2.9246 | LR: 2.35e-04 | 1388.7ms/step | 14.4 samples/s +Step 23190/44000 | Loss: 2.9266 | LR: 2.35e-04 | 1391.2ms/step | 14.4 samples/s +Step 23200/44000 | Loss: 2.9431 | LR: 2.35e-04 | 1389.9ms/step | 14.4 samples/s +Step 23210/44000 | Loss: 2.9405 | LR: 2.35e-04 | 1391.1ms/step | 14.4 samples/s +Step 23220/44000 | Loss: 2.9139 | LR: 2.35e-04 | 1388.8ms/step | 14.4 samples/s +Step 23230/44000 | Loss: 2.9178 | LR: 2.34e-04 | 1390.2ms/step | 14.4 samples/s +Step 23240/44000 | Loss: 2.9313 | LR: 2.34e-04 | 1387.4ms/step | 14.4 samples/s +Step 23250/44000 | Loss: 2.9137 | LR: 2.34e-04 | 1386.7ms/step | 14.4 samples/s +Step 23260/44000 | Loss: 2.9505 | LR: 2.34e-04 | 1387.1ms/step | 14.4 samples/s +Step 23270/44000 | Loss: 2.9194 | LR: 2.34e-04 | 1390.1ms/step | 14.4 samples/s +Step 23280/44000 | Loss: 2.9090 | LR: 2.34e-04 | 1388.4ms/step | 14.4 samples/s +Step 23290/44000 | Loss: 2.9271 | LR: 2.33e-04 | 1392.4ms/step | 14.4 samples/s +Step 23300/44000 | Loss: 2.9216 | LR: 2.33e-04 | 1387.8ms/step | 14.4 samples/s +Step 23310/44000 | Loss: 2.9164 | LR: 2.33e-04 | 1385.9ms/step | 14.4 samples/s +Step 23320/44000 | Loss: 2.9133 | LR: 2.33e-04 | 1387.0ms/step | 14.4 samples/s +Step 23330/44000 | Loss: 2.9350 | LR: 2.33e-04 | 1387.3ms/step | 14.4 samples/s +Step 23340/44000 | Loss: 2.9132 | LR: 2.32e-04 | 1388.2ms/step | 14.4 samples/s +Step 23350/44000 | Loss: 2.9419 | LR: 2.32e-04 | 1388.8ms/step | 14.4 samples/s +Step 23360/44000 | Loss: 2.9110 | LR: 2.32e-04 | 1388.0ms/step | 14.4 samples/s +Step 23370/44000 | Loss: 2.9118 | LR: 2.32e-04 | 1388.9ms/step | 14.4 samples/s +Step 23380/44000 | Loss: 2.9236 | LR: 2.32e-04 | 1384.5ms/step | 14.4 samples/s +Step 23390/44000 | Loss: 2.9466 | LR: 2.32e-04 | 1381.6ms/step | 14.5 samples/s +Step 23400/44000 | Loss: 2.9121 | LR: 2.31e-04 | 1382.8ms/step | 14.5 samples/s +Step 23410/44000 | Loss: 2.9515 | LR: 2.31e-04 | 1385.1ms/step | 14.4 samples/s +Step 23420/44000 | Loss: 2.8933 | LR: 2.31e-04 | 1388.1ms/step | 14.4 samples/s +Step 23430/44000 | Loss: 2.9176 | LR: 2.31e-04 | 1387.7ms/step | 14.4 samples/s +Step 23440/44000 | Loss: 2.9669 | LR: 2.31e-04 | 1387.0ms/step | 14.4 samples/s +Step 23450/44000 | Loss: 2.9279 | LR: 2.30e-04 | 1389.0ms/step | 14.4 samples/s +Step 23460/44000 | Loss: 2.9332 | LR: 2.30e-04 | 1387.6ms/step | 14.4 samples/s +Step 23470/44000 | Loss: 2.9133 | LR: 2.30e-04 | 1386.7ms/step | 14.4 samples/s +Step 23480/44000 | Loss: 2.9361 | LR: 2.30e-04 | 1387.0ms/step | 14.4 samples/s +Step 23490/44000 | Loss: 2.9488 | LR: 2.30e-04 | 1387.2ms/step | 14.4 samples/s +Step 23500/44000 | Loss: 2.9481 | LR: 2.30e-04 | 1387.1ms/step | 14.4 samples/s +Step 23510/44000 | Loss: 2.9310 | LR: 2.29e-04 | 1387.9ms/step | 14.4 samples/s +Step 23520/44000 | Loss: 2.9234 | LR: 2.29e-04 | 1388.5ms/step | 14.4 samples/s +Step 23530/44000 | Loss: 2.9317 | LR: 2.29e-04 | 1386.2ms/step | 14.4 samples/s +Step 23540/44000 | Loss: 2.8965 | LR: 2.29e-04 | 1391.8ms/step | 14.4 samples/s +Step 23550/44000 | Loss: 2.9559 | LR: 2.29e-04 | 1389.3ms/step | 14.4 samples/s +Step 23560/44000 | Loss: 2.9219 | LR: 2.29e-04 | 1390.8ms/step | 14.4 samples/s +Step 23570/44000 | Loss: 2.9225 | LR: 2.28e-04 | 1388.7ms/step | 14.4 samples/s +Step 23580/44000 | Loss: 2.9327 | LR: 2.28e-04 | 1390.3ms/step | 14.4 samples/s +Step 23590/44000 | Loss: 2.9100 | LR: 2.28e-04 | 1389.1ms/step | 14.4 samples/s +Step 23600/44000 | Loss: 2.9045 | LR: 2.28e-04 | 1390.1ms/step | 14.4 samples/s +Step 23610/44000 | Loss: 2.9470 | LR: 2.28e-04 | 1388.8ms/step | 14.4 samples/s +Step 23620/44000 | Loss: 2.9304 | LR: 2.27e-04 | 1389.3ms/step | 14.4 samples/s +Step 23630/44000 | Loss: 2.9065 | LR: 2.27e-04 | 1389.8ms/step | 14.4 samples/s +Step 23640/44000 | Loss: 2.9457 | LR: 2.27e-04 | 1388.8ms/step | 14.4 samples/s +Step 23650/44000 | Loss: 2.9063 | LR: 2.27e-04 | 1387.7ms/step | 14.4 samples/s +Step 23660/44000 | Loss: 2.9299 | LR: 2.27e-04 | 1385.5ms/step | 14.4 samples/s +Step 23670/44000 | Loss: 2.9211 | LR: 2.27e-04 | 1386.7ms/step | 14.4 samples/s +Step 23680/44000 | Loss: 2.9071 | LR: 2.26e-04 | 1387.2ms/step | 14.4 samples/s +Step 23690/44000 | Loss: 2.9381 | LR: 2.26e-04 | 1390.1ms/step | 14.4 samples/s +Step 23700/44000 | Loss: 2.8940 | LR: 2.26e-04 | 1390.0ms/step | 14.4 samples/s +Step 23710/44000 | Loss: 2.9449 | LR: 2.26e-04 | 1389.4ms/step | 14.4 samples/s +Step 23720/44000 | Loss: 2.9508 | LR: 2.26e-04 | 1390.7ms/step | 14.4 samples/s +Step 23730/44000 | Loss: 2.9316 | LR: 2.25e-04 | 1390.0ms/step | 14.4 samples/s +Step 23740/44000 | Loss: 2.9047 | LR: 2.25e-04 | 1382.4ms/step | 14.5 samples/s +Step 23750/44000 | Loss: 2.9200 | LR: 2.25e-04 | 1381.9ms/step | 14.5 samples/s +Step 23760/44000 | Loss: 2.9388 | LR: 2.25e-04 | 1383.3ms/step | 14.5 samples/s +Step 23770/44000 | Loss: 2.8975 | LR: 2.25e-04 | 1384.6ms/step | 14.4 samples/s +Step 23780/44000 | Loss: 2.9481 | LR: 2.25e-04 | 1385.4ms/step | 14.4 samples/s +Step 23790/44000 | Loss: 2.9033 | LR: 2.24e-04 | 1386.2ms/step | 14.4 samples/s +Step 23800/44000 | Loss: 2.9141 | LR: 2.24e-04 | 1386.2ms/step | 14.4 samples/s +Step 23810/44000 | Loss: 2.9210 | LR: 2.24e-04 | 1387.1ms/step | 14.4 samples/s +Step 23820/44000 | Loss: 2.9363 | LR: 2.24e-04 | 1386.3ms/step | 14.4 samples/s +Step 23830/44000 | Loss: 2.9153 | LR: 2.24e-04 | 1387.3ms/step | 14.4 samples/s +Step 23840/44000 | Loss: 2.9070 | LR: 2.23e-04 | 1389.4ms/step | 14.4 samples/s +Step 23850/44000 | Loss: 2.8999 | LR: 2.23e-04 | 1390.0ms/step | 14.4 samples/s +Step 23860/44000 | Loss: 2.9243 | LR: 2.23e-04 | 1389.4ms/step | 14.4 samples/s +Step 23870/44000 | Loss: 2.9140 | LR: 2.23e-04 | 1390.6ms/step | 14.4 samples/s +Step 23880/44000 | Loss: 2.9351 | LR: 2.23e-04 | 1390.3ms/step | 14.4 samples/s +Step 23890/44000 | Loss: 2.9186 | LR: 2.23e-04 | 1389.6ms/step | 14.4 samples/s +Step 23900/44000 | Loss: 2.9155 | LR: 2.22e-04 | 1390.3ms/step | 14.4 samples/s +Step 23910/44000 | Loss: 2.9082 | LR: 2.22e-04 | 1389.9ms/step | 14.4 samples/s +Step 23920/44000 | Loss: 2.9228 | LR: 2.22e-04 | 1389.8ms/step | 14.4 samples/s +Step 23930/44000 | Loss: 2.9156 | LR: 2.22e-04 | 1391.0ms/step | 14.4 samples/s +Step 23940/44000 | Loss: 2.9283 | LR: 2.22e-04 | 1389.2ms/step | 14.4 samples/s +Step 23950/44000 | Loss: 2.8991 | LR: 2.21e-04 | 1391.6ms/step | 14.4 samples/s +Step 23960/44000 | Loss: 2.8779 | LR: 2.21e-04 | 1389.5ms/step | 14.4 samples/s +Step 23970/44000 | Loss: 2.9447 | LR: 2.21e-04 | 1387.6ms/step | 14.4 samples/s +Step 23980/44000 | Loss: 2.9814 | LR: 2.21e-04 | 1385.7ms/step | 14.4 samples/s +Step 23990/44000 | Loss: 2.9057 | LR: 2.21e-04 | 1387.5ms/step | 14.4 samples/s +Step 24000/44000 | Loss: 2.9085 | LR: 2.21e-04 | 1386.0ms/step | 14.4 samples/s +Validation at step 24000: Loss = 2.9391, Perplexity = 18.90 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-24000 +Step 24010/44000 | Loss: 2.9250 | LR: 2.20e-04 | 3870.1ms/step | 5.2 samples/s +Step 24020/44000 | Loss: 2.8959 | LR: 2.20e-04 | 1384.1ms/step | 14.4 samples/s +Step 24030/44000 | Loss: 2.9137 | LR: 2.20e-04 | 1385.3ms/step | 14.4 samples/s +Step 24040/44000 | Loss: 2.9466 | LR: 2.20e-04 | 1385.9ms/step | 14.4 samples/s +Step 24050/44000 | Loss: 2.9173 | LR: 2.20e-04 | 1387.6ms/step | 14.4 samples/s +Step 24060/44000 | Loss: 2.9159 | LR: 2.19e-04 | 1386.9ms/step | 14.4 samples/s +Step 24070/44000 | Loss: 2.9349 | LR: 2.19e-04 | 1386.1ms/step | 14.4 samples/s +Step 24080/44000 | Loss: 2.9244 | LR: 2.19e-04 | 1385.6ms/step | 14.4 samples/s +Step 24090/44000 | Loss: 2.9038 | LR: 2.19e-04 | 1386.5ms/step | 14.4 samples/s +Step 24100/44000 | Loss: 2.8829 | LR: 2.19e-04 | 1386.1ms/step | 14.4 samples/s +Step 24110/44000 | Loss: 2.8918 | LR: 2.19e-04 | 1388.3ms/step | 14.4 samples/s +Step 24120/44000 | Loss: 2.9218 | LR: 2.18e-04 | 1386.9ms/step | 14.4 samples/s +Step 24130/44000 | Loss: 2.8924 | LR: 2.18e-04 | 1388.7ms/step | 14.4 samples/s +Step 24140/44000 | Loss: 2.9274 | LR: 2.18e-04 | 1389.9ms/step | 14.4 samples/s +Step 24150/44000 | Loss: 2.9251 | LR: 2.18e-04 | 1383.7ms/step | 14.5 samples/s +Step 24160/44000 | Loss: 2.8993 | LR: 2.18e-04 | 1382.6ms/step | 14.5 samples/s +Step 24170/44000 | Loss: 2.9511 | LR: 2.17e-04 | 1386.1ms/step | 14.4 samples/s +Step 24180/44000 | Loss: 2.9399 | LR: 2.17e-04 | 1386.0ms/step | 14.4 samples/s +Step 24190/44000 | Loss: 2.9200 | LR: 2.17e-04 | 1387.1ms/step | 14.4 samples/s +Step 24200/44000 | Loss: 2.9324 | LR: 2.17e-04 | 1386.9ms/step | 14.4 samples/s +Step 24210/44000 | Loss: 2.9246 | LR: 2.17e-04 | 1387.9ms/step | 14.4 samples/s +Step 24220/44000 | Loss: 2.9408 | LR: 2.17e-04 | 1386.7ms/step | 14.4 samples/s +Step 24230/44000 | Loss: 2.9295 | LR: 2.16e-04 | 1389.3ms/step | 14.4 samples/s +Step 24240/44000 | Loss: 2.9220 | LR: 2.16e-04 | 1387.1ms/step | 14.4 samples/s +Step 24250/44000 | Loss: 2.9145 | LR: 2.16e-04 | 1386.9ms/step | 14.4 samples/s +Step 24260/44000 | Loss: 2.9081 | LR: 2.16e-04 | 1387.4ms/step | 14.4 samples/s +Step 24270/44000 | Loss: 2.9106 | LR: 2.16e-04 | 1387.4ms/step | 14.4 samples/s +Step 24280/44000 | Loss: 2.8990 | LR: 2.16e-04 | 1387.5ms/step | 14.4 samples/s +Step 24290/44000 | Loss: 2.9165 | LR: 2.15e-04 | 1388.6ms/step | 14.4 samples/s +Step 24300/44000 | Loss: 2.9363 | LR: 2.15e-04 | 1385.4ms/step | 14.4 samples/s +Step 24310/44000 | Loss: 2.9121 | LR: 2.15e-04 | 1387.8ms/step | 14.4 samples/s +Step 24320/44000 | Loss: 2.9214 | LR: 2.15e-04 | 1388.9ms/step | 14.4 samples/s +Step 24330/44000 | Loss: 2.9263 | LR: 2.15e-04 | 1387.2ms/step | 14.4 samples/s +Step 24340/44000 | Loss: 2.9328 | LR: 2.14e-04 | 1388.1ms/step | 14.4 samples/s +Step 24350/44000 | Loss: 2.9066 | LR: 2.14e-04 | 1387.9ms/step | 14.4 samples/s +Step 24360/44000 | Loss: 2.8865 | LR: 2.14e-04 | 1382.9ms/step | 14.5 samples/s +Step 24370/44000 | Loss: 2.9502 | LR: 2.14e-04 | 1383.9ms/step | 14.5 samples/s +Step 24380/44000 | Loss: 2.8976 | LR: 2.14e-04 | 1386.5ms/step | 14.4 samples/s +Step 24390/44000 | Loss: 2.9116 | LR: 2.14e-04 | 1387.1ms/step | 14.4 samples/s +Step 24400/44000 | Loss: 2.9074 | LR: 2.13e-04 | 1387.1ms/step | 14.4 samples/s +Step 24410/44000 | Loss: 2.9226 | LR: 2.13e-04 | 1386.6ms/step | 14.4 samples/s +Step 24420/44000 | Loss: 2.9088 | LR: 2.13e-04 | 1388.0ms/step | 14.4 samples/s +Step 24430/44000 | Loss: 2.9394 | LR: 2.13e-04 | 1386.6ms/step | 14.4 samples/s +Step 24440/44000 | Loss: 2.8995 | LR: 2.13e-04 | 1389.4ms/step | 14.4 samples/s +Step 24450/44000 | Loss: 2.8889 | LR: 2.12e-04 | 1387.6ms/step | 14.4 samples/s +Step 24460/44000 | Loss: 2.8944 | LR: 2.12e-04 | 1388.0ms/step | 14.4 samples/s +Step 24470/44000 | Loss: 2.8970 | LR: 2.12e-04 | 1389.3ms/step | 14.4 samples/s +Step 24480/44000 | Loss: 2.8981 | LR: 2.12e-04 | 1387.2ms/step | 14.4 samples/s +Step 24490/44000 | Loss: 2.9282 | LR: 2.12e-04 | 1387.4ms/step | 14.4 samples/s +Step 24500/44000 | Loss: 2.9314 | LR: 2.12e-04 | 1387.7ms/step | 14.4 samples/s +Step 24510/44000 | Loss: 2.9201 | LR: 2.11e-04 | 1387.0ms/step | 14.4 samples/s +Step 24520/44000 | Loss: 2.9098 | LR: 2.11e-04 | 1388.0ms/step | 14.4 samples/s +Step 24530/44000 | Loss: 2.9267 | LR: 2.11e-04 | 1390.0ms/step | 14.4 samples/s +Step 24540/44000 | Loss: 2.9028 | LR: 2.11e-04 | 1387.6ms/step | 14.4 samples/s +Step 24550/44000 | Loss: 2.9210 | LR: 2.11e-04 | 1390.4ms/step | 14.4 samples/s +Step 24560/44000 | Loss: 2.9283 | LR: 2.10e-04 | 1390.9ms/step | 14.4 samples/s +Step 24570/44000 | Loss: 2.9127 | LR: 2.10e-04 | 1387.6ms/step | 14.4 samples/s +Step 24580/44000 | Loss: 2.9099 | LR: 2.10e-04 | 1384.7ms/step | 14.4 samples/s +Step 24590/44000 | Loss: 2.9035 | LR: 2.10e-04 | 1383.9ms/step | 14.5 samples/s +Step 24600/44000 | Loss: 2.9272 | LR: 2.10e-04 | 1384.5ms/step | 14.4 samples/s +Step 24610/44000 | Loss: 2.8836 | LR: 2.10e-04 | 1384.2ms/step | 14.4 samples/s +Step 24620/44000 | Loss: 2.9030 | LR: 2.09e-04 | 1385.4ms/step | 14.4 samples/s +Step 24630/44000 | Loss: 2.9202 | LR: 2.09e-04 | 1387.1ms/step | 14.4 samples/s +Step 24640/44000 | Loss: 2.8949 | LR: 2.09e-04 | 1389.1ms/step | 14.4 samples/s +Step 24650/44000 | Loss: 2.9196 | LR: 2.09e-04 | 1385.0ms/step | 14.4 samples/s +Step 24660/44000 | Loss: 2.8956 | LR: 2.09e-04 | 1386.8ms/step | 14.4 samples/s +Step 24670/44000 | Loss: 2.9199 | LR: 2.09e-04 | 1384.3ms/step | 14.4 samples/s +Step 24680/44000 | Loss: 2.9073 | LR: 2.08e-04 | 1388.2ms/step | 14.4 samples/s +Step 24690/44000 | Loss: 2.9003 | LR: 2.08e-04 | 1386.0ms/step | 14.4 samples/s +Step 24700/44000 | Loss: 2.9151 | LR: 2.08e-04 | 1385.2ms/step | 14.4 samples/s +Step 24710/44000 | Loss: 2.9242 | LR: 2.08e-04 | 1388.4ms/step | 14.4 samples/s +Step 24720/44000 | Loss: 2.8913 | LR: 2.08e-04 | 1388.6ms/step | 14.4 samples/s +Step 24730/44000 | Loss: 2.9089 | LR: 2.07e-04 | 1389.7ms/step | 14.4 samples/s +Step 24740/44000 | Loss: 2.9021 | LR: 2.07e-04 | 1388.6ms/step | 14.4 samples/s +Step 24750/44000 | Loss: 2.9384 | LR: 2.07e-04 | 1388.0ms/step | 14.4 samples/s +Step 24760/44000 | Loss: 2.8863 | LR: 2.07e-04 | 1390.5ms/step | 14.4 samples/s +Step 24770/44000 | Loss: 2.8991 | LR: 2.07e-04 | 1387.3ms/step | 14.4 samples/s +Step 24780/44000 | Loss: 2.9088 | LR: 2.07e-04 | 1390.3ms/step | 14.4 samples/s +Step 24790/44000 | Loss: 2.9498 | LR: 2.06e-04 | 1390.5ms/step | 14.4 samples/s +Step 24800/44000 | Loss: 2.9012 | LR: 2.06e-04 | 1389.3ms/step | 14.4 samples/s +Step 24810/44000 | Loss: 2.9479 | LR: 2.06e-04 | 1389.5ms/step | 14.4 samples/s +Step 24820/44000 | Loss: 2.8999 | LR: 2.06e-04 | 1390.6ms/step | 14.4 samples/s +Step 24830/44000 | Loss: 2.8973 | LR: 2.06e-04 | 1391.8ms/step | 14.4 samples/s +Step 24840/44000 | Loss: 2.9375 | LR: 2.05e-04 | 1388.3ms/step | 14.4 samples/s +Step 24850/44000 | Loss: 2.9278 | LR: 2.05e-04 | 1390.0ms/step | 14.4 samples/s +Step 24860/44000 | Loss: 2.8944 | LR: 2.05e-04 | 1388.7ms/step | 14.4 samples/s +Step 24870/44000 | Loss: 2.9049 | LR: 2.05e-04 | 1388.1ms/step | 14.4 samples/s +Step 24880/44000 | Loss: 2.8999 | LR: 2.05e-04 | 1387.8ms/step | 14.4 samples/s +Step 24890/44000 | Loss: 2.9290 | LR: 2.05e-04 | 1389.1ms/step | 14.4 samples/s +Step 24900/44000 | Loss: 2.9158 | LR: 2.04e-04 | 1386.8ms/step | 14.4 samples/s +Step 24910/44000 | Loss: 2.9076 | LR: 2.04e-04 | 1389.3ms/step | 14.4 samples/s +Step 24920/44000 | Loss: 2.9003 | LR: 2.04e-04 | 1389.7ms/step | 14.4 samples/s +Step 24930/44000 | Loss: 2.9170 | LR: 2.04e-04 | 1388.0ms/step | 14.4 samples/s +Step 24940/44000 | Loss: 2.9083 | LR: 2.04e-04 | 1386.0ms/step | 14.4 samples/s +Step 24950/44000 | Loss: 2.9182 | LR: 2.04e-04 | 1388.0ms/step | 14.4 samples/s +Step 24960/44000 | Loss: 2.9180 | LR: 2.03e-04 | 1388.6ms/step | 14.4 samples/s +Step 24970/44000 | Loss: 2.9220 | LR: 2.03e-04 | 1388.9ms/step | 14.4 samples/s +Step 24980/44000 | Loss: 2.9141 | LR: 2.03e-04 | 1388.5ms/step | 14.4 samples/s +Step 24990/44000 | Loss: 2.9060 | LR: 2.03e-04 | 1386.4ms/step | 14.4 samples/s +Step 25000/44000 | Loss: 2.9404 | LR: 2.03e-04 | 1390.2ms/step | 14.4 samples/s +Validation at step 25000: Loss = 2.9313, Perplexity = 18.75 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-25000 +Step 25010/44000 | Loss: 2.8940 | LR: 2.02e-04 | 3877.0ms/step | 5.2 samples/s +Step 25020/44000 | Loss: 2.9154 | LR: 2.02e-04 | 1383.0ms/step | 14.5 samples/s +Step 25030/44000 | Loss: 2.8896 | LR: 2.02e-04 | 1385.9ms/step | 14.4 samples/s +Step 25040/44000 | Loss: 2.9064 | LR: 2.02e-04 | 1384.1ms/step | 14.4 samples/s +Step 25050/44000 | Loss: 2.8936 | LR: 2.02e-04 | 1383.4ms/step | 14.5 samples/s +Step 25060/44000 | Loss: 2.9050 | LR: 2.02e-04 | 1385.2ms/step | 14.4 samples/s +Step 25070/44000 | Loss: 2.9195 | LR: 2.01e-04 | 1386.7ms/step | 14.4 samples/s +Step 25080/44000 | Loss: 2.9314 | LR: 2.01e-04 | 1386.7ms/step | 14.4 samples/s +Step 25090/44000 | Loss: 2.8992 | LR: 2.01e-04 | 1386.3ms/step | 14.4 samples/s +Step 25100/44000 | Loss: 2.9127 | LR: 2.01e-04 | 1390.0ms/step | 14.4 samples/s +Step 25110/44000 | Loss: 2.9463 | LR: 2.01e-04 | 1389.8ms/step | 14.4 samples/s +Step 25120/44000 | Loss: 2.8897 | LR: 2.00e-04 | 1388.9ms/step | 14.4 samples/s +Step 25130/44000 | Loss: 2.9295 | LR: 2.00e-04 | 1391.4ms/step | 14.4 samples/s +Step 25140/44000 | Loss: 2.9106 | LR: 2.00e-04 | 1389.0ms/step | 14.4 samples/s +Step 25150/44000 | Loss: 2.8911 | LR: 2.00e-04 | 1382.9ms/step | 14.5 samples/s +Step 25160/44000 | Loss: 2.9347 | LR: 2.00e-04 | 1382.0ms/step | 14.5 samples/s +Step 25170/44000 | Loss: 2.9319 | LR: 2.00e-04 | 1383.6ms/step | 14.5 samples/s +Step 25180/44000 | Loss: 2.8915 | LR: 1.99e-04 | 1386.2ms/step | 14.4 samples/s +Step 25190/44000 | Loss: 2.8948 | LR: 1.99e-04 | 1385.8ms/step | 14.4 samples/s +Step 25200/44000 | Loss: 2.9195 | LR: 1.99e-04 | 1387.6ms/step | 14.4 samples/s +Step 25210/44000 | Loss: 2.9094 | LR: 1.99e-04 | 1386.7ms/step | 14.4 samples/s +Step 25220/44000 | Loss: 2.8831 | LR: 1.99e-04 | 1381.0ms/step | 14.5 samples/s +Step 25230/44000 | Loss: 2.9342 | LR: 1.99e-04 | 1384.7ms/step | 14.4 samples/s +Step 25240/44000 | Loss: 2.8970 | LR: 1.98e-04 | 1384.7ms/step | 14.4 samples/s +Step 25250/44000 | Loss: 2.9152 | LR: 1.98e-04 | 1387.8ms/step | 14.4 samples/s +Step 25260/44000 | Loss: 2.9181 | LR: 1.98e-04 | 1388.1ms/step | 14.4 samples/s +Step 25270/44000 | Loss: 2.8759 | LR: 1.98e-04 | 1388.3ms/step | 14.4 samples/s +Step 25280/44000 | Loss: 2.9461 | LR: 1.98e-04 | 1387.7ms/step | 14.4 samples/s +Step 25290/44000 | Loss: 2.9380 | LR: 1.97e-04 | 1390.1ms/step | 14.4 samples/s +Step 25300/44000 | Loss: 2.9265 | LR: 1.97e-04 | 1387.6ms/step | 14.4 samples/s +Step 25310/44000 | Loss: 2.8727 | LR: 1.97e-04 | 1388.9ms/step | 14.4 samples/s +Step 25320/44000 | Loss: 2.9119 | LR: 1.97e-04 | 1390.7ms/step | 14.4 samples/s +Step 25330/44000 | Loss: 2.9071 | LR: 1.97e-04 | 1388.6ms/step | 14.4 samples/s +Step 25340/44000 | Loss: 2.9267 | LR: 1.97e-04 | 1391.1ms/step | 14.4 samples/s +Step 25350/44000 | Loss: 2.8874 | LR: 1.96e-04 | 1391.2ms/step | 14.4 samples/s +Step 25360/44000 | Loss: 2.9121 | LR: 1.96e-04 | 1387.0ms/step | 14.4 samples/s +Step 25370/44000 | Loss: 2.8990 | LR: 1.96e-04 | 1385.6ms/step | 14.4 samples/s +Step 25380/44000 | Loss: 2.9292 | LR: 1.96e-04 | 1384.4ms/step | 14.4 samples/s +Step 25390/44000 | Loss: 2.9040 | LR: 1.96e-04 | 1386.0ms/step | 14.4 samples/s +Step 25400/44000 | Loss: 2.9383 | LR: 1.96e-04 | 1386.4ms/step | 14.4 samples/s +Step 25410/44000 | Loss: 2.9287 | LR: 1.95e-04 | 1389.2ms/step | 14.4 samples/s +Step 25420/44000 | Loss: 2.9242 | LR: 1.95e-04 | 1388.8ms/step | 14.4 samples/s +Step 25430/44000 | Loss: 2.9230 | LR: 1.95e-04 | 1383.1ms/step | 14.5 samples/s +Step 25440/44000 | Loss: 2.8979 | LR: 1.95e-04 | 1383.1ms/step | 14.5 samples/s +Step 25450/44000 | Loss: 2.9264 | LR: 1.95e-04 | 1382.8ms/step | 14.5 samples/s +Step 25460/44000 | Loss: 2.9233 | LR: 1.94e-04 | 1387.5ms/step | 14.4 samples/s +Step 25470/44000 | Loss: 2.8961 | LR: 1.94e-04 | 1386.5ms/step | 14.4 samples/s +Step 25480/44000 | Loss: 2.9183 | LR: 1.94e-04 | 1387.6ms/step | 14.4 samples/s +Step 25490/44000 | Loss: 2.9025 | LR: 1.94e-04 | 1388.4ms/step | 14.4 samples/s +Step 25500/44000 | Loss: 2.8950 | LR: 1.94e-04 | 1385.3ms/step | 14.4 samples/s +Step 25510/44000 | Loss: 2.9057 | LR: 1.94e-04 | 1382.5ms/step | 14.5 samples/s +Step 25520/44000 | Loss: 2.9071 | LR: 1.93e-04 | 1385.2ms/step | 14.4 samples/s +Step 25530/44000 | Loss: 2.8836 | LR: 1.93e-04 | 1389.4ms/step | 14.4 samples/s +Step 25540/44000 | Loss: 2.8866 | LR: 1.93e-04 | 1388.3ms/step | 14.4 samples/s +Step 25550/44000 | Loss: 2.8971 | LR: 1.93e-04 | 1389.5ms/step | 14.4 samples/s +Step 25560/44000 | Loss: 2.9332 | LR: 1.93e-04 | 1388.3ms/step | 14.4 samples/s +Step 25570/44000 | Loss: 2.9446 | LR: 1.92e-04 | 1386.3ms/step | 14.4 samples/s +Step 25580/44000 | Loss: 2.8976 | LR: 1.92e-04 | 1386.5ms/step | 14.4 samples/s +Step 25590/44000 | Loss: 2.8964 | LR: 1.92e-04 | 1390.1ms/step | 14.4 samples/s +Step 25600/44000 | Loss: 2.9022 | LR: 1.92e-04 | 1386.6ms/step | 14.4 samples/s +Step 25610/44000 | Loss: 2.8939 | LR: 1.92e-04 | 1385.2ms/step | 14.4 samples/s +Step 25620/44000 | Loss: 2.9185 | LR: 1.92e-04 | 1382.4ms/step | 14.5 samples/s +Step 25630/44000 | Loss: 2.9158 | LR: 1.91e-04 | 1382.7ms/step | 14.5 samples/s +Step 25640/44000 | Loss: 2.9090 | LR: 1.91e-04 | 1381.9ms/step | 14.5 samples/s +Step 25650/44000 | Loss: 2.9012 | LR: 1.91e-04 | 1385.4ms/step | 14.4 samples/s +Step 25660/44000 | Loss: 2.9006 | LR: 1.91e-04 | 1389.6ms/step | 14.4 samples/s +Step 25670/44000 | Loss: 2.9123 | LR: 1.91e-04 | 1391.7ms/step | 14.4 samples/s +Step 25680/44000 | Loss: 2.9093 | LR: 1.91e-04 | 1388.6ms/step | 14.4 samples/s +Step 25690/44000 | Loss: 2.8681 | LR: 1.90e-04 | 1386.3ms/step | 14.4 samples/s +Step 25700/44000 | Loss: 2.9207 | LR: 1.90e-04 | 1389.5ms/step | 14.4 samples/s +Step 25710/44000 | Loss: 2.8756 | LR: 1.90e-04 | 1388.2ms/step | 14.4 samples/s +Step 25720/44000 | Loss: 2.8841 | LR: 1.90e-04 | 1388.1ms/step | 14.4 samples/s +Step 25730/44000 | Loss: 2.9116 | LR: 1.90e-04 | 1389.6ms/step | 14.4 samples/s +Step 25740/44000 | Loss: 2.9168 | LR: 1.89e-04 | 1390.3ms/step | 14.4 samples/s +Step 25750/44000 | Loss: 2.9027 | LR: 1.89e-04 | 1388.1ms/step | 14.4 samples/s +Step 25760/44000 | Loss: 2.8945 | LR: 1.89e-04 | 1389.7ms/step | 14.4 samples/s +Step 25770/44000 | Loss: 2.9072 | LR: 1.89e-04 | 1388.8ms/step | 14.4 samples/s +Step 25780/44000 | Loss: 2.8752 | LR: 1.89e-04 | 1386.0ms/step | 14.4 samples/s +Step 25790/44000 | Loss: 2.9141 | LR: 1.89e-04 | 1382.9ms/step | 14.5 samples/s +Step 25800/44000 | Loss: 2.9038 | LR: 1.88e-04 | 1386.4ms/step | 14.4 samples/s +Step 25810/44000 | Loss: 2.8994 | LR: 1.88e-04 | 1387.6ms/step | 14.4 samples/s +Step 25820/44000 | Loss: 2.9121 | LR: 1.88e-04 | 1388.5ms/step | 14.4 samples/s +Step 25830/44000 | Loss: 2.9106 | LR: 1.88e-04 | 1389.6ms/step | 14.4 samples/s +Step 25840/44000 | Loss: 2.8807 | LR: 1.88e-04 | 1384.4ms/step | 14.4 samples/s +Step 25850/44000 | Loss: 2.9465 | LR: 1.88e-04 | 1381.8ms/step | 14.5 samples/s +Step 25860/44000 | Loss: 2.9061 | LR: 1.87e-04 | 1385.8ms/step | 14.4 samples/s +Step 25870/44000 | Loss: 2.9142 | LR: 1.87e-04 | 1385.3ms/step | 14.4 samples/s +Step 25880/44000 | Loss: 2.9020 | LR: 1.87e-04 | 1388.4ms/step | 14.4 samples/s +Step 25890/44000 | Loss: 2.9544 | LR: 1.87e-04 | 1387.3ms/step | 14.4 samples/s +Step 25900/44000 | Loss: 2.9231 | LR: 1.87e-04 | 1387.4ms/step | 14.4 samples/s +Step 25910/44000 | Loss: 2.9154 | LR: 1.87e-04 | 1387.8ms/step | 14.4 samples/s +Step 25920/44000 | Loss: 2.9220 | LR: 1.86e-04 | 1389.1ms/step | 14.4 samples/s +Step 25930/44000 | Loss: 2.9108 | LR: 1.86e-04 | 1387.0ms/step | 14.4 samples/s +Step 25940/44000 | Loss: 2.8775 | LR: 1.86e-04 | 1388.2ms/step | 14.4 samples/s +Step 25950/44000 | Loss: 2.9198 | LR: 1.86e-04 | 1389.7ms/step | 14.4 samples/s +Step 25960/44000 | Loss: 2.8903 | LR: 1.86e-04 | 1390.0ms/step | 14.4 samples/s +Step 25970/44000 | Loss: 2.8955 | LR: 1.85e-04 | 1388.4ms/step | 14.4 samples/s +Step 25980/44000 | Loss: 2.8876 | LR: 1.85e-04 | 1389.5ms/step | 14.4 samples/s +Step 25990/44000 | Loss: 2.9075 | LR: 1.85e-04 | 1389.7ms/step | 14.4 samples/s +Step 26000/44000 | Loss: 2.9409 | LR: 1.85e-04 | 1388.8ms/step | 14.4 samples/s +Validation at step 26000: Loss = 2.9242, Perplexity = 18.62 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-26000 +Step 26010/44000 | Loss: 2.8978 | LR: 1.85e-04 | 3879.1ms/step | 5.2 samples/s +Step 26020/44000 | Loss: 2.9204 | LR: 1.85e-04 | 1382.8ms/step | 14.5 samples/s +Step 26030/44000 | Loss: 2.8974 | LR: 1.84e-04 | 1381.0ms/step | 14.5 samples/s +Step 26040/44000 | Loss: 2.9172 | LR: 1.84e-04 | 1384.3ms/step | 14.4 samples/s +Step 26050/44000 | Loss: 2.9038 | LR: 1.84e-04 | 1383.0ms/step | 14.5 samples/s +Step 26060/44000 | Loss: 2.9146 | LR: 1.84e-04 | 1381.6ms/step | 14.5 samples/s +Step 26070/44000 | Loss: 2.9192 | LR: 1.84e-04 | 1385.1ms/step | 14.4 samples/s +Step 26080/44000 | Loss: 2.9149 | LR: 1.84e-04 | 1387.0ms/step | 14.4 samples/s +Step 26090/44000 | Loss: 2.9047 | LR: 1.83e-04 | 1390.4ms/step | 14.4 samples/s +Step 26100/44000 | Loss: 2.8820 | LR: 1.83e-04 | 1387.7ms/step | 14.4 samples/s +Step 26110/44000 | Loss: 2.9241 | LR: 1.83e-04 | 1391.1ms/step | 14.4 samples/s +Step 26120/44000 | Loss: 2.9272 | LR: 1.83e-04 | 1388.1ms/step | 14.4 samples/s +Step 26130/44000 | Loss: 2.8681 | LR: 1.83e-04 | 1385.1ms/step | 14.4 samples/s +Step 26140/44000 | Loss: 2.9112 | LR: 1.82e-04 | 1387.9ms/step | 14.4 samples/s +Step 26150/44000 | Loss: 2.9228 | LR: 1.82e-04 | 1386.2ms/step | 14.4 samples/s +Step 26160/44000 | Loss: 2.8907 | LR: 1.82e-04 | 1387.5ms/step | 14.4 samples/s +Step 26170/44000 | Loss: 2.9081 | LR: 1.82e-04 | 1388.1ms/step | 14.4 samples/s +Step 26180/44000 | Loss: 2.9241 | LR: 1.82e-04 | 1389.6ms/step | 14.4 samples/s +Step 26190/44000 | Loss: 2.9203 | LR: 1.82e-04 | 1390.9ms/step | 14.4 samples/s +Step 26200/44000 | Loss: 2.9110 | LR: 1.81e-04 | 1384.9ms/step | 14.4 samples/s +Step 26210/44000 | Loss: 2.9037 | LR: 1.81e-04 | 1387.7ms/step | 14.4 samples/s +Step 26220/44000 | Loss: 2.8710 | LR: 1.81e-04 | 1389.0ms/step | 14.4 samples/s +Step 26230/44000 | Loss: 2.8933 | LR: 1.81e-04 | 1391.6ms/step | 14.4 samples/s +Step 26240/44000 | Loss: 2.8805 | LR: 1.81e-04 | 1391.0ms/step | 14.4 samples/s +Step 26250/44000 | Loss: 2.9260 | LR: 1.81e-04 | 1389.4ms/step | 14.4 samples/s +Step 26260/44000 | Loss: 2.9194 | LR: 1.80e-04 | 1388.9ms/step | 14.4 samples/s +Step 26270/44000 | Loss: 2.9159 | LR: 1.80e-04 | 1384.1ms/step | 14.4 samples/s +Step 26280/44000 | Loss: 2.8634 | LR: 1.80e-04 | 1385.3ms/step | 14.4 samples/s +Step 26290/44000 | Loss: 2.8985 | LR: 1.80e-04 | 1389.7ms/step | 14.4 samples/s +Step 26300/44000 | Loss: 2.8969 | LR: 1.80e-04 | 1389.9ms/step | 14.4 samples/s +Step 26310/44000 | Loss: 2.9211 | LR: 1.80e-04 | 1394.2ms/step | 14.3 samples/s +Step 26320/44000 | Loss: 2.8555 | LR: 1.79e-04 | 1390.3ms/step | 14.4 samples/s +Step 26330/44000 | Loss: 2.9124 | LR: 1.79e-04 | 1389.8ms/step | 14.4 samples/s +Step 26340/44000 | Loss: 2.9089 | LR: 1.79e-04 | 1387.6ms/step | 14.4 samples/s +Step 26350/44000 | Loss: 2.9061 | LR: 1.79e-04 | 1385.4ms/step | 14.4 samples/s +Step 26360/44000 | Loss: 2.9054 | LR: 1.79e-04 | 1385.1ms/step | 14.4 samples/s +Step 26370/44000 | Loss: 2.9187 | LR: 1.78e-04 | 1390.0ms/step | 14.4 samples/s +Step 26380/44000 | Loss: 2.9012 | LR: 1.78e-04 | 1391.7ms/step | 14.4 samples/s +Step 26390/44000 | Loss: 2.9080 | LR: 1.78e-04 | 1390.1ms/step | 14.4 samples/s +Step 26400/44000 | Loss: 2.9144 | LR: 1.78e-04 | 1391.9ms/step | 14.4 samples/s +Step 26410/44000 | Loss: 2.9029 | LR: 1.78e-04 | 1386.6ms/step | 14.4 samples/s +Step 26420/44000 | Loss: 2.9129 | LR: 1.78e-04 | 1387.6ms/step | 14.4 samples/s +Step 26430/44000 | Loss: 2.8996 | LR: 1.77e-04 | 1385.9ms/step | 14.4 samples/s +Step 26440/44000 | Loss: 2.8625 | LR: 1.77e-04 | 1388.1ms/step | 14.4 samples/s +Step 26450/44000 | Loss: 2.8722 | LR: 1.77e-04 | 1388.8ms/step | 14.4 samples/s +Step 26460/44000 | Loss: 2.9066 | LR: 1.77e-04 | 1390.4ms/step | 14.4 samples/s +Step 26470/44000 | Loss: 2.9077 | LR: 1.77e-04 | 1390.9ms/step | 14.4 samples/s +Step 26480/44000 | Loss: 2.8982 | LR: 1.77e-04 | 1390.0ms/step | 14.4 samples/s +Step 26490/44000 | Loss: 2.9130 | LR: 1.76e-04 | 1395.9ms/step | 14.3 samples/s +Step 26500/44000 | Loss: 2.9036 | LR: 1.76e-04 | 1391.9ms/step | 14.4 samples/s +Step 26510/44000 | Loss: 2.8873 | LR: 1.76e-04 | 1393.0ms/step | 14.4 samples/s +Step 26520/44000 | Loss: 2.8863 | LR: 1.76e-04 | 1394.2ms/step | 14.3 samples/s +Step 26530/44000 | Loss: 2.9155 | LR: 1.76e-04 | 1390.8ms/step | 14.4 samples/s +Step 26540/44000 | Loss: 2.9291 | LR: 1.76e-04 | 1389.1ms/step | 14.4 samples/s +Step 26550/44000 | Loss: 2.8675 | LR: 1.75e-04 | 1390.8ms/step | 14.4 samples/s +Step 26560/44000 | Loss: 2.9215 | LR: 1.75e-04 | 1390.6ms/step | 14.4 samples/s +Step 26570/44000 | Loss: 2.9080 | LR: 1.75e-04 | 1391.6ms/step | 14.4 samples/s +Step 26580/44000 | Loss: 2.9089 | LR: 1.75e-04 | 1391.8ms/step | 14.4 samples/s +Step 26590/44000 | Loss: 2.9008 | LR: 1.75e-04 | 1394.1ms/step | 14.3 samples/s +Step 26600/44000 | Loss: 2.8793 | LR: 1.74e-04 | 1388.1ms/step | 14.4 samples/s +Step 26610/44000 | Loss: 2.8875 | LR: 1.74e-04 | 1389.1ms/step | 14.4 samples/s +Step 26620/44000 | Loss: 2.9202 | LR: 1.74e-04 | 1392.5ms/step | 14.4 samples/s +Step 26630/44000 | Loss: 2.9346 | LR: 1.74e-04 | 1387.6ms/step | 14.4 samples/s +Step 26640/44000 | Loss: 2.8946 | LR: 1.74e-04 | 1393.2ms/step | 14.4 samples/s +Step 26650/44000 | Loss: 2.9078 | LR: 1.74e-04 | 1390.3ms/step | 14.4 samples/s +Step 26660/44000 | Loss: 2.8875 | LR: 1.73e-04 | 1390.2ms/step | 14.4 samples/s +Step 26670/44000 | Loss: 2.9096 | LR: 1.73e-04 | 1389.7ms/step | 14.4 samples/s +Step 26680/44000 | Loss: 2.9150 | LR: 1.73e-04 | 1391.4ms/step | 14.4 samples/s +Step 26690/44000 | Loss: 2.9120 | LR: 1.73e-04 | 1387.9ms/step | 14.4 samples/s +Step 26700/44000 | Loss: 2.8745 | LR: 1.73e-04 | 1382.2ms/step | 14.5 samples/s +Step 26710/44000 | Loss: 2.9310 | LR: 1.73e-04 | 1382.3ms/step | 14.5 samples/s +Step 26720/44000 | Loss: 2.9244 | LR: 1.72e-04 | 1383.7ms/step | 14.5 samples/s +Step 26730/44000 | Loss: 2.9050 | LR: 1.72e-04 | 1385.9ms/step | 14.4 samples/s +Step 26740/44000 | Loss: 2.9233 | LR: 1.72e-04 | 1389.2ms/step | 14.4 samples/s +Step 26750/44000 | Loss: 2.8961 | LR: 1.72e-04 | 1390.1ms/step | 14.4 samples/s +Step 26760/44000 | Loss: 2.9166 | LR: 1.72e-04 | 1388.0ms/step | 14.4 samples/s +Step 26770/44000 | Loss: 2.9170 | LR: 1.72e-04 | 1383.8ms/step | 14.5 samples/s +Step 26780/44000 | Loss: 2.9039 | LR: 1.71e-04 | 1384.1ms/step | 14.5 samples/s +Step 26790/44000 | Loss: 2.9118 | LR: 1.71e-04 | 1387.5ms/step | 14.4 samples/s +Step 26800/44000 | Loss: 2.8748 | LR: 1.71e-04 | 1391.8ms/step | 14.4 samples/s +Step 26810/44000 | Loss: 2.9100 | LR: 1.71e-04 | 1389.9ms/step | 14.4 samples/s +Step 26820/44000 | Loss: 2.8856 | LR: 1.71e-04 | 1391.7ms/step | 14.4 samples/s +Step 26830/44000 | Loss: 2.9272 | LR: 1.71e-04 | 1386.2ms/step | 14.4 samples/s +Step 26840/44000 | Loss: 2.9023 | LR: 1.70e-04 | 1385.2ms/step | 14.4 samples/s +Step 26850/44000 | Loss: 2.9140 | LR: 1.70e-04 | 1385.2ms/step | 14.4 samples/s +Step 26860/44000 | Loss: 2.8883 | LR: 1.70e-04 | 1388.7ms/step | 14.4 samples/s +Step 26870/44000 | Loss: 2.8856 | LR: 1.70e-04 | 1386.1ms/step | 14.4 samples/s +Step 26880/44000 | Loss: 2.8741 | LR: 1.70e-04 | 1386.8ms/step | 14.4 samples/s +Step 26890/44000 | Loss: 2.9033 | LR: 1.69e-04 | 1388.5ms/step | 14.4 samples/s +Step 26900/44000 | Loss: 2.8832 | LR: 1.69e-04 | 1390.7ms/step | 14.4 samples/s +Step 26910/44000 | Loss: 2.8877 | LR: 1.69e-04 | 1386.1ms/step | 14.4 samples/s +Step 26920/44000 | Loss: 2.8863 | LR: 1.69e-04 | 1388.0ms/step | 14.4 samples/s +Step 26930/44000 | Loss: 2.9310 | LR: 1.69e-04 | 1387.1ms/step | 14.4 samples/s +Step 26940/44000 | Loss: 2.9075 | LR: 1.69e-04 | 1389.3ms/step | 14.4 samples/s +Step 26950/44000 | Loss: 2.9327 | LR: 1.68e-04 | 1389.8ms/step | 14.4 samples/s +Step 26960/44000 | Loss: 2.9021 | LR: 1.68e-04 | 1387.6ms/step | 14.4 samples/s +Step 26970/44000 | Loss: 2.9063 | LR: 1.68e-04 | 1389.4ms/step | 14.4 samples/s +Step 26980/44000 | Loss: 2.9122 | LR: 1.68e-04 | 1384.1ms/step | 14.4 samples/s +Step 26990/44000 | Loss: 2.8942 | LR: 1.68e-04 | 1382.8ms/step | 14.5 samples/s +Step 27000/44000 | Loss: 2.8919 | LR: 1.68e-04 | 1384.7ms/step | 14.4 samples/s +Validation at step 27000: Loss = 2.9191, Perplexity = 18.52 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-27000 +Step 27010/44000 | Loss: 2.8957 | LR: 1.67e-04 | 3895.4ms/step | 5.1 samples/s +Step 27020/44000 | Loss: 2.8926 | LR: 1.67e-04 | 1383.1ms/step | 14.5 samples/s +Step 27030/44000 | Loss: 2.9187 | LR: 1.67e-04 | 1383.8ms/step | 14.5 samples/s +Step 27040/44000 | Loss: 2.8965 | LR: 1.67e-04 | 1381.9ms/step | 14.5 samples/s +Step 27050/44000 | Loss: 2.8712 | LR: 1.67e-04 | 1384.3ms/step | 14.4 samples/s +Step 27060/44000 | Loss: 2.8714 | LR: 1.67e-04 | 1385.4ms/step | 14.4 samples/s +Step 27070/44000 | Loss: 2.8926 | LR: 1.66e-04 | 1386.5ms/step | 14.4 samples/s +Step 27080/44000 | Loss: 2.9169 | LR: 1.66e-04 | 1386.3ms/step | 14.4 samples/s +Step 27090/44000 | Loss: 2.9079 | LR: 1.66e-04 | 1386.6ms/step | 14.4 samples/s +Step 27100/44000 | Loss: 2.9144 | LR: 1.66e-04 | 1388.5ms/step | 14.4 samples/s +Step 27110/44000 | Loss: 2.8956 | LR: 1.66e-04 | 1388.5ms/step | 14.4 samples/s +Step 27120/44000 | Loss: 2.9192 | LR: 1.66e-04 | 1389.6ms/step | 14.4 samples/s +Step 27130/44000 | Loss: 2.9150 | LR: 1.65e-04 | 1389.4ms/step | 14.4 samples/s +Step 27140/44000 | Loss: 2.8855 | LR: 1.65e-04 | 1391.2ms/step | 14.4 samples/s +Step 27150/44000 | Loss: 2.9002 | LR: 1.65e-04 | 1388.9ms/step | 14.4 samples/s +Step 27160/44000 | Loss: 2.8923 | LR: 1.65e-04 | 1387.9ms/step | 14.4 samples/s +Step 27170/44000 | Loss: 2.9203 | LR: 1.65e-04 | 1386.5ms/step | 14.4 samples/s +Step 27180/44000 | Loss: 2.9109 | LR: 1.65e-04 | 1388.4ms/step | 14.4 samples/s +Step 27190/44000 | Loss: 2.8886 | LR: 1.64e-04 | 1386.4ms/step | 14.4 samples/s +Step 27200/44000 | Loss: 2.9301 | LR: 1.64e-04 | 1386.7ms/step | 14.4 samples/s +Step 27210/44000 | Loss: 2.9171 | LR: 1.64e-04 | 1387.9ms/step | 14.4 samples/s +Step 27220/44000 | Loss: 2.9352 | LR: 1.64e-04 | 1387.4ms/step | 14.4 samples/s +Step 27230/44000 | Loss: 2.8672 | LR: 1.64e-04 | 1387.6ms/step | 14.4 samples/s +Step 27240/44000 | Loss: 2.8860 | LR: 1.63e-04 | 1388.5ms/step | 14.4 samples/s +Step 27250/44000 | Loss: 2.8956 | LR: 1.63e-04 | 1384.6ms/step | 14.4 samples/s +Step 27260/44000 | Loss: 2.8551 | LR: 1.63e-04 | 1385.6ms/step | 14.4 samples/s +Step 27270/44000 | Loss: 2.9050 | LR: 1.63e-04 | 1381.5ms/step | 14.5 samples/s +Step 27280/44000 | Loss: 2.8731 | LR: 1.63e-04 | 1386.0ms/step | 14.4 samples/s +Step 27290/44000 | Loss: 2.9109 | LR: 1.63e-04 | 1385.5ms/step | 14.4 samples/s +Step 27300/44000 | Loss: 2.9064 | LR: 1.62e-04 | 1388.7ms/step | 14.4 samples/s +Step 27310/44000 | Loss: 2.8730 | LR: 1.62e-04 | 1389.7ms/step | 14.4 samples/s +Step 27320/44000 | Loss: 2.8917 | LR: 1.62e-04 | 1386.0ms/step | 14.4 samples/s +Step 27330/44000 | Loss: 2.8751 | LR: 1.62e-04 | 1382.6ms/step | 14.5 samples/s +Step 27340/44000 | Loss: 2.9169 | LR: 1.62e-04 | 1384.4ms/step | 14.4 samples/s +Step 27350/44000 | Loss: 2.9129 | LR: 1.62e-04 | 1386.0ms/step | 14.4 samples/s +Step 27360/44000 | Loss: 2.8831 | LR: 1.61e-04 | 1384.8ms/step | 14.4 samples/s +Step 27370/44000 | Loss: 2.9072 | LR: 1.61e-04 | 1386.6ms/step | 14.4 samples/s +Step 27380/44000 | Loss: 2.9111 | LR: 1.61e-04 | 1390.4ms/step | 14.4 samples/s +Step 27390/44000 | Loss: 2.9265 | LR: 1.61e-04 | 1388.6ms/step | 14.4 samples/s +Step 27400/44000 | Loss: 2.8628 | LR: 1.61e-04 | 1387.1ms/step | 14.4 samples/s +Step 27410/44000 | Loss: 2.8955 | LR: 1.61e-04 | 1386.8ms/step | 14.4 samples/s +Step 27420/44000 | Loss: 2.8877 | LR: 1.60e-04 | 1386.6ms/step | 14.4 samples/s +Step 27430/44000 | Loss: 2.8757 | LR: 1.60e-04 | 1389.7ms/step | 14.4 samples/s +Step 27440/44000 | Loss: 2.9053 | LR: 1.60e-04 | 1388.4ms/step | 14.4 samples/s +Step 27450/44000 | Loss: 2.8941 | LR: 1.60e-04 | 1387.6ms/step | 14.4 samples/s +Step 27460/44000 | Loss: 2.9038 | LR: 1.60e-04 | 1387.6ms/step | 14.4 samples/s +Step 27470/44000 | Loss: 2.8813 | LR: 1.60e-04 | 1385.0ms/step | 14.4 samples/s +Step 27480/44000 | Loss: 2.9181 | LR: 1.59e-04 | 1388.1ms/step | 14.4 samples/s +Step 27490/44000 | Loss: 2.9032 | LR: 1.59e-04 | 1385.8ms/step | 14.4 samples/s +Step 27500/44000 | Loss: 2.9017 | LR: 1.59e-04 | 1386.7ms/step | 14.4 samples/s +Step 27510/44000 | Loss: 2.9155 | LR: 1.59e-04 | 1387.6ms/step | 14.4 samples/s +Step 27520/44000 | Loss: 2.9154 | LR: 1.59e-04 | 1386.4ms/step | 14.4 samples/s +Step 27530/44000 | Loss: 2.9061 | LR: 1.59e-04 | 1385.8ms/step | 14.4 samples/s +Step 27540/44000 | Loss: 2.9301 | LR: 1.58e-04 | 1383.4ms/step | 14.5 samples/s +Step 27550/44000 | Loss: 2.9007 | LR: 1.58e-04 | 1380.5ms/step | 14.5 samples/s +Step 27560/44000 | Loss: 2.9056 | LR: 1.58e-04 | 1383.5ms/step | 14.5 samples/s +Step 27570/44000 | Loss: 2.8961 | LR: 1.58e-04 | 1386.9ms/step | 14.4 samples/s +Step 27580/44000 | Loss: 2.8942 | LR: 1.58e-04 | 1387.5ms/step | 14.4 samples/s +Step 27590/44000 | Loss: 2.8724 | LR: 1.58e-04 | 1388.8ms/step | 14.4 samples/s +Step 27600/44000 | Loss: 2.8887 | LR: 1.57e-04 | 1389.8ms/step | 14.4 samples/s +Step 27610/44000 | Loss: 2.8992 | LR: 1.57e-04 | 1391.4ms/step | 14.4 samples/s +Step 27620/44000 | Loss: 2.9247 | LR: 1.57e-04 | 1388.0ms/step | 14.4 samples/s +Step 27630/44000 | Loss: 2.8815 | LR: 1.57e-04 | 1389.7ms/step | 14.4 samples/s +Step 27640/44000 | Loss: 2.9177 | LR: 1.57e-04 | 1387.5ms/step | 14.4 samples/s +Step 27650/44000 | Loss: 2.9229 | LR: 1.57e-04 | 1387.7ms/step | 14.4 samples/s +Step 27660/44000 | Loss: 2.8957 | LR: 1.56e-04 | 1385.9ms/step | 14.4 samples/s +Step 27670/44000 | Loss: 2.9035 | LR: 1.56e-04 | 1389.1ms/step | 14.4 samples/s +Step 27680/44000 | Loss: 2.8998 | LR: 1.56e-04 | 1388.8ms/step | 14.4 samples/s +Step 27690/44000 | Loss: 2.9314 | LR: 1.56e-04 | 1386.2ms/step | 14.4 samples/s +Step 27700/44000 | Loss: 2.8857 | LR: 1.56e-04 | 1389.8ms/step | 14.4 samples/s +Step 27710/44000 | Loss: 2.8886 | LR: 1.56e-04 | 1390.0ms/step | 14.4 samples/s +Step 27720/44000 | Loss: 2.8889 | LR: 1.55e-04 | 1389.5ms/step | 14.4 samples/s +Step 27730/44000 | Loss: 2.8982 | LR: 1.55e-04 | 1390.5ms/step | 14.4 samples/s +Step 27740/44000 | Loss: 2.9031 | LR: 1.55e-04 | 1387.9ms/step | 14.4 samples/s +Step 27750/44000 | Loss: 2.8981 | LR: 1.55e-04 | 1390.3ms/step | 14.4 samples/s +Step 27760/44000 | Loss: 2.8989 | LR: 1.55e-04 | 1388.2ms/step | 14.4 samples/s +Step 27770/44000 | Loss: 2.9058 | LR: 1.55e-04 | 1389.5ms/step | 14.4 samples/s +Step 27780/44000 | Loss: 2.8855 | LR: 1.54e-04 | 1387.1ms/step | 14.4 samples/s +Step 27790/44000 | Loss: 2.9117 | LR: 1.54e-04 | 1387.2ms/step | 14.4 samples/s +Step 27800/44000 | Loss: 2.8928 | LR: 1.54e-04 | 1388.4ms/step | 14.4 samples/s +Step 27810/44000 | Loss: 2.8803 | LR: 1.54e-04 | 1389.0ms/step | 14.4 samples/s +Step 27820/44000 | Loss: 2.8904 | LR: 1.54e-04 | 1386.7ms/step | 14.4 samples/s +Step 27830/44000 | Loss: 2.9310 | LR: 1.54e-04 | 1387.5ms/step | 14.4 samples/s +Step 27840/44000 | Loss: 2.9210 | LR: 1.53e-04 | 1388.6ms/step | 14.4 samples/s +Step 27850/44000 | Loss: 2.9085 | LR: 1.53e-04 | 1387.9ms/step | 14.4 samples/s +Step 27860/44000 | Loss: 2.8914 | LR: 1.53e-04 | 1391.4ms/step | 14.4 samples/s +Step 27870/44000 | Loss: 2.8737 | LR: 1.53e-04 | 1388.4ms/step | 14.4 samples/s +Step 27880/44000 | Loss: 2.8976 | LR: 1.53e-04 | 1390.1ms/step | 14.4 samples/s +Step 27890/44000 | Loss: 2.8877 | LR: 1.53e-04 | 1387.5ms/step | 14.4 samples/s +Step 27900/44000 | Loss: 2.8999 | LR: 1.52e-04 | 1390.2ms/step | 14.4 samples/s +Step 27910/44000 | Loss: 2.8934 | LR: 1.52e-04 | 1383.1ms/step | 14.5 samples/s +Step 27920/44000 | Loss: 2.9019 | LR: 1.52e-04 | 1381.6ms/step | 14.5 samples/s +Step 27930/44000 | Loss: 2.9347 | LR: 1.52e-04 | 1383.9ms/step | 14.5 samples/s +Step 27940/44000 | Loss: 2.8792 | LR: 1.52e-04 | 1384.5ms/step | 14.4 samples/s +Step 27950/44000 | Loss: 2.9169 | LR: 1.52e-04 | 1385.3ms/step | 14.4 samples/s +Step 27960/44000 | Loss: 2.8785 | LR: 1.51e-04 | 1388.2ms/step | 14.4 samples/s +Step 27970/44000 | Loss: 2.9161 | LR: 1.51e-04 | 1388.5ms/step | 14.4 samples/s +Step 27980/44000 | Loss: 2.8752 | LR: 1.51e-04 | 1387.4ms/step | 14.4 samples/s +Step 27990/44000 | Loss: 2.9100 | LR: 1.51e-04 | 1388.8ms/step | 14.4 samples/s +Step 28000/44000 | Loss: 2.9041 | LR: 1.51e-04 | 1390.2ms/step | 14.4 samples/s +Validation at step 28000: Loss = 2.9139, Perplexity = 18.43 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-28000 +Step 28010/44000 | Loss: 2.8903 | LR: 1.51e-04 | 3872.8ms/step | 5.2 samples/s +Step 28020/44000 | Loss: 2.8792 | LR: 1.50e-04 | 1384.5ms/step | 14.4 samples/s +Step 28030/44000 | Loss: 2.8772 | LR: 1.50e-04 | 1385.8ms/step | 14.4 samples/s +Step 28040/44000 | Loss: 2.9011 | LR: 1.50e-04 | 1387.4ms/step | 14.4 samples/s +Step 28050/44000 | Loss: 2.8814 | LR: 1.50e-04 | 1386.3ms/step | 14.4 samples/s +Step 28060/44000 | Loss: 2.9152 | LR: 1.50e-04 | 1384.3ms/step | 14.4 samples/s +Step 28070/44000 | Loss: 2.8903 | LR: 1.50e-04 | 1385.1ms/step | 14.4 samples/s +Step 28080/44000 | Loss: 2.9020 | LR: 1.49e-04 | 1384.0ms/step | 14.5 samples/s +Step 28090/44000 | Loss: 2.8717 | LR: 1.49e-04 | 1385.6ms/step | 14.4 samples/s +Step 28100/44000 | Loss: 2.8887 | LR: 1.49e-04 | 1387.1ms/step | 14.4 samples/s +Step 28110/44000 | Loss: 2.8857 | LR: 1.49e-04 | 1388.5ms/step | 14.4 samples/s +Step 28120/44000 | Loss: 2.8994 | LR: 1.49e-04 | 1388.0ms/step | 14.4 samples/s +Step 28130/44000 | Loss: 2.8838 | LR: 1.49e-04 | 1387.6ms/step | 14.4 samples/s +Step 28140/44000 | Loss: 2.8879 | LR: 1.48e-04 | 1386.4ms/step | 14.4 samples/s +Step 28150/44000 | Loss: 2.8870 | LR: 1.48e-04 | 1387.6ms/step | 14.4 samples/s +Step 28160/44000 | Loss: 2.9044 | LR: 1.48e-04 | 1388.1ms/step | 14.4 samples/s +Step 28170/44000 | Loss: 2.8992 | LR: 1.48e-04 | 1390.1ms/step | 14.4 samples/s +Step 28180/44000 | Loss: 2.8794 | LR: 1.48e-04 | 1388.7ms/step | 14.4 samples/s +Step 28190/44000 | Loss: 2.9097 | LR: 1.48e-04 | 1391.4ms/step | 14.4 samples/s +Step 28200/44000 | Loss: 2.9236 | LR: 1.47e-04 | 1389.0ms/step | 14.4 samples/s +Step 28210/44000 | Loss: 2.8994 | LR: 1.47e-04 | 1387.0ms/step | 14.4 samples/s +Step 28220/44000 | Loss: 2.8921 | LR: 1.47e-04 | 1387.2ms/step | 14.4 samples/s +Step 28230/44000 | Loss: 2.9065 | LR: 1.47e-04 | 1387.9ms/step | 14.4 samples/s +Step 28240/44000 | Loss: 2.8871 | LR: 1.47e-04 | 1388.5ms/step | 14.4 samples/s +Step 28250/44000 | Loss: 2.9248 | LR: 1.47e-04 | 1388.4ms/step | 14.4 samples/s +Step 28260/44000 | Loss: 2.8884 | LR: 1.46e-04 | 1388.0ms/step | 14.4 samples/s +Step 28270/44000 | Loss: 2.8830 | LR: 1.46e-04 | 1388.6ms/step | 14.4 samples/s +Step 28280/44000 | Loss: 2.9037 | LR: 1.46e-04 | 1386.5ms/step | 14.4 samples/s +Step 28290/44000 | Loss: 2.8891 | LR: 1.46e-04 | 1386.9ms/step | 14.4 samples/s +Step 28300/44000 | Loss: 2.8547 | LR: 1.46e-04 | 1389.9ms/step | 14.4 samples/s +Step 28310/44000 | Loss: 2.9036 | LR: 1.46e-04 | 1390.3ms/step | 14.4 samples/s +Step 28320/44000 | Loss: 2.8940 | LR: 1.45e-04 | 1388.7ms/step | 14.4 samples/s +Step 28330/44000 | Loss: 2.8740 | LR: 1.45e-04 | 1387.4ms/step | 14.4 samples/s +Step 28340/44000 | Loss: 2.9064 | LR: 1.45e-04 | 1387.5ms/step | 14.4 samples/s +Step 28350/44000 | Loss: 2.9238 | LR: 1.45e-04 | 1388.3ms/step | 14.4 samples/s +Step 28360/44000 | Loss: 2.9078 | LR: 1.45e-04 | 1390.0ms/step | 14.4 samples/s +Step 28370/44000 | Loss: 2.8919 | LR: 1.45e-04 | 1388.4ms/step | 14.4 samples/s +Step 28380/44000 | Loss: 2.9038 | LR: 1.44e-04 | 1391.0ms/step | 14.4 samples/s +Step 28390/44000 | Loss: 2.9285 | LR: 1.44e-04 | 1388.2ms/step | 14.4 samples/s +Step 28400/44000 | Loss: 2.8904 | LR: 1.44e-04 | 1386.5ms/step | 14.4 samples/s +Step 28410/44000 | Loss: 2.8781 | LR: 1.44e-04 | 1389.8ms/step | 14.4 samples/s +Step 28420/44000 | Loss: 2.8929 | LR: 1.44e-04 | 1387.3ms/step | 14.4 samples/s +Step 28430/44000 | Loss: 2.8968 | LR: 1.44e-04 | 1390.3ms/step | 14.4 samples/s +Step 28440/44000 | Loss: 2.9232 | LR: 1.43e-04 | 1388.4ms/step | 14.4 samples/s +Step 28450/44000 | Loss: 2.8913 | LR: 1.43e-04 | 1388.2ms/step | 14.4 samples/s +Step 28460/44000 | Loss: 2.8802 | LR: 1.43e-04 | 1389.8ms/step | 14.4 samples/s +Step 28470/44000 | Loss: 2.8744 | LR: 1.43e-04 | 1390.1ms/step | 14.4 samples/s +Step 28480/44000 | Loss: 2.8916 | LR: 1.43e-04 | 1388.4ms/step | 14.4 samples/s +Step 28490/44000 | Loss: 2.8928 | LR: 1.43e-04 | 1388.6ms/step | 14.4 samples/s +Step 28500/44000 | Loss: 2.8918 | LR: 1.42e-04 | 1388.1ms/step | 14.4 samples/s +Step 28510/44000 | Loss: 2.9014 | LR: 1.42e-04 | 1388.3ms/step | 14.4 samples/s +Step 28520/44000 | Loss: 2.8855 | LR: 1.42e-04 | 1387.4ms/step | 14.4 samples/s +Step 28530/44000 | Loss: 2.8978 | LR: 1.42e-04 | 1390.9ms/step | 14.4 samples/s +Step 28540/44000 | Loss: 2.8654 | LR: 1.42e-04 | 1389.5ms/step | 14.4 samples/s +Step 28550/44000 | Loss: 2.8617 | LR: 1.42e-04 | 1389.6ms/step | 14.4 samples/s +Step 28560/44000 | Loss: 2.8934 | LR: 1.41e-04 | 1392.7ms/step | 14.4 samples/s +Step 28570/44000 | Loss: 2.8677 | LR: 1.41e-04 | 1389.6ms/step | 14.4 samples/s +Step 28580/44000 | Loss: 2.9139 | LR: 1.41e-04 | 1389.0ms/step | 14.4 samples/s +Step 28590/44000 | Loss: 2.8514 | LR: 1.41e-04 | 1389.0ms/step | 14.4 samples/s +Step 28600/44000 | Loss: 2.8896 | LR: 1.41e-04 | 1387.1ms/step | 14.4 samples/s +Step 28610/44000 | Loss: 2.8986 | LR: 1.41e-04 | 1388.9ms/step | 14.4 samples/s +Step 28620/44000 | Loss: 2.8613 | LR: 1.40e-04 | 1388.8ms/step | 14.4 samples/s +Step 28630/44000 | Loss: 2.9111 | LR: 1.40e-04 | 1390.3ms/step | 14.4 samples/s +Step 28640/44000 | Loss: 2.8862 | LR: 1.40e-04 | 1390.0ms/step | 14.4 samples/s +Step 28650/44000 | Loss: 2.8828 | LR: 1.40e-04 | 1389.2ms/step | 14.4 samples/s +Step 28660/44000 | Loss: 2.9386 | LR: 1.40e-04 | 1389.7ms/step | 14.4 samples/s +Step 28670/44000 | Loss: 2.9358 | LR: 1.40e-04 | 1388.3ms/step | 14.4 samples/s +Step 28680/44000 | Loss: 2.8718 | LR: 1.39e-04 | 1389.3ms/step | 14.4 samples/s +Step 28690/44000 | Loss: 2.8894 | LR: 1.39e-04 | 1390.5ms/step | 14.4 samples/s +Step 28700/44000 | Loss: 2.8986 | LR: 1.39e-04 | 1388.7ms/step | 14.4 samples/s +Step 28710/44000 | Loss: 2.9227 | LR: 1.39e-04 | 1386.3ms/step | 14.4 samples/s +Step 28720/44000 | Loss: 2.8455 | LR: 1.39e-04 | 1390.2ms/step | 14.4 samples/s +Step 28730/44000 | Loss: 2.8641 | LR: 1.39e-04 | 1387.7ms/step | 14.4 samples/s +Step 28740/44000 | Loss: 2.8677 | LR: 1.38e-04 | 1389.2ms/step | 14.4 samples/s +Step 28750/44000 | Loss: 2.8918 | LR: 1.38e-04 | 1386.1ms/step | 14.4 samples/s +Step 28760/44000 | Loss: 2.9200 | LR: 1.38e-04 | 1386.1ms/step | 14.4 samples/s +Step 28770/44000 | Loss: 2.8805 | LR: 1.38e-04 | 1386.7ms/step | 14.4 samples/s +Step 28780/44000 | Loss: 2.9067 | LR: 1.38e-04 | 1388.3ms/step | 14.4 samples/s +Step 28790/44000 | Loss: 2.9107 | LR: 1.38e-04 | 1386.4ms/step | 14.4 samples/s +Step 28800/44000 | Loss: 2.9115 | LR: 1.38e-04 | 1388.5ms/step | 14.4 samples/s +Step 28810/44000 | Loss: 2.9154 | LR: 1.37e-04 | 1389.7ms/step | 14.4 samples/s +Step 28820/44000 | Loss: 2.8951 | LR: 1.37e-04 | 1388.9ms/step | 14.4 samples/s +Step 28830/44000 | Loss: 2.8989 | LR: 1.37e-04 | 1390.2ms/step | 14.4 samples/s +Step 28840/44000 | Loss: 2.8786 | LR: 1.37e-04 | 1389.8ms/step | 14.4 samples/s +Step 28850/44000 | Loss: 2.8838 | LR: 1.37e-04 | 1388.0ms/step | 14.4 samples/s +Step 28860/44000 | Loss: 2.8934 | LR: 1.37e-04 | 1390.4ms/step | 14.4 samples/s +Step 28870/44000 | Loss: 2.8777 | LR: 1.36e-04 | 1388.0ms/step | 14.4 samples/s +Step 28880/44000 | Loss: 2.9050 | LR: 1.36e-04 | 1389.1ms/step | 14.4 samples/s +Step 28890/44000 | Loss: 2.9043 | LR: 1.36e-04 | 1390.7ms/step | 14.4 samples/s +Step 28900/44000 | Loss: 2.9026 | LR: 1.36e-04 | 1389.2ms/step | 14.4 samples/s +Step 28910/44000 | Loss: 2.8989 | LR: 1.36e-04 | 1388.2ms/step | 14.4 samples/s +Step 28920/44000 | Loss: 2.8994 | LR: 1.36e-04 | 1390.9ms/step | 14.4 samples/s +Step 28930/44000 | Loss: 2.8867 | LR: 1.35e-04 | 1390.7ms/step | 14.4 samples/s +Step 28940/44000 | Loss: 2.9041 | LR: 1.35e-04 | 1389.3ms/step | 14.4 samples/s +Step 28950/44000 | Loss: 2.8846 | LR: 1.35e-04 | 1387.6ms/step | 14.4 samples/s +Step 28960/44000 | Loss: 2.8940 | LR: 1.35e-04 | 1387.6ms/step | 14.4 samples/s +Step 28970/44000 | Loss: 2.8953 | LR: 1.35e-04 | 1388.6ms/step | 14.4 samples/s +Step 28980/44000 | Loss: 2.9191 | LR: 1.35e-04 | 1388.2ms/step | 14.4 samples/s +Step 28990/44000 | Loss: 2.8847 | LR: 1.34e-04 | 1387.6ms/step | 14.4 samples/s +Step 29000/44000 | Loss: 2.8841 | LR: 1.34e-04 | 1388.2ms/step | 14.4 samples/s +Validation at step 29000: Loss = 2.9101, Perplexity = 18.36 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-29000 +Step 29010/44000 | Loss: 2.9114 | LR: 1.34e-04 | 3870.0ms/step | 5.2 samples/s +Step 29020/44000 | Loss: 2.8950 | LR: 1.34e-04 | 1386.2ms/step | 14.4 samples/s +Step 29030/44000 | Loss: 2.8918 | LR: 1.34e-04 | 1389.7ms/step | 14.4 samples/s +Step 29040/44000 | Loss: 2.9111 | LR: 1.34e-04 | 1392.2ms/step | 14.4 samples/s +Step 29050/44000 | Loss: 2.9091 | LR: 1.33e-04 | 1391.5ms/step | 14.4 samples/s +Step 29060/44000 | Loss: 2.9006 | LR: 1.33e-04 | 1394.6ms/step | 14.3 samples/s +Step 29070/44000 | Loss: 2.8924 | LR: 1.33e-04 | 1391.8ms/step | 14.4 samples/s +Step 29080/44000 | Loss: 2.9101 | LR: 1.33e-04 | 1392.1ms/step | 14.4 samples/s +Step 29090/44000 | Loss: 2.9258 | LR: 1.33e-04 | 1391.9ms/step | 14.4 samples/s +Step 29100/44000 | Loss: 2.8619 | LR: 1.33e-04 | 1390.3ms/step | 14.4 samples/s +Step 29110/44000 | Loss: 2.8986 | LR: 1.33e-04 | 1392.2ms/step | 14.4 samples/s +Step 29120/44000 | Loss: 2.9033 | LR: 1.32e-04 | 1390.7ms/step | 14.4 samples/s +Step 29130/44000 | Loss: 2.8942 | LR: 1.32e-04 | 1391.3ms/step | 14.4 samples/s +Step 29140/44000 | Loss: 2.8680 | LR: 1.32e-04 | 1389.6ms/step | 14.4 samples/s +Step 29150/44000 | Loss: 2.8945 | LR: 1.32e-04 | 1390.1ms/step | 14.4 samples/s +Step 29160/44000 | Loss: 2.9038 | LR: 1.32e-04 | 1391.6ms/step | 14.4 samples/s +Step 29170/44000 | Loss: 2.8750 | LR: 1.32e-04 | 1391.6ms/step | 14.4 samples/s +Step 29180/44000 | Loss: 2.8602 | LR: 1.31e-04 | 1389.5ms/step | 14.4 samples/s +Step 29190/44000 | Loss: 2.9160 | LR: 1.31e-04 | 1387.7ms/step | 14.4 samples/s +Step 29200/44000 | Loss: 2.8628 | LR: 1.31e-04 | 1389.7ms/step | 14.4 samples/s +Step 29210/44000 | Loss: 2.8926 | LR: 1.31e-04 | 1394.3ms/step | 14.3 samples/s +Step 29220/44000 | Loss: 2.9184 | LR: 1.31e-04 | 1391.8ms/step | 14.4 samples/s +Step 29230/44000 | Loss: 2.9383 | LR: 1.31e-04 | 1393.7ms/step | 14.3 samples/s +Step 29240/44000 | Loss: 2.9057 | LR: 1.30e-04 | 1393.2ms/step | 14.4 samples/s +Step 29250/44000 | Loss: 2.9065 | LR: 1.30e-04 | 1390.8ms/step | 14.4 samples/s +Step 29260/44000 | Loss: 2.8726 | LR: 1.30e-04 | 1390.2ms/step | 14.4 samples/s +Step 29270/44000 | Loss: 2.8713 | LR: 1.30e-04 | 1390.2ms/step | 14.4 samples/s +Step 29280/44000 | Loss: 2.8890 | LR: 1.30e-04 | 1389.8ms/step | 14.4 samples/s +Step 29290/44000 | Loss: 2.8910 | LR: 1.30e-04 | 1389.9ms/step | 14.4 samples/s +Step 29300/44000 | Loss: 2.8895 | LR: 1.29e-04 | 1390.1ms/step | 14.4 samples/s +Step 29310/44000 | Loss: 2.9014 | LR: 1.29e-04 | 1392.0ms/step | 14.4 samples/s +Step 29320/44000 | Loss: 2.9060 | LR: 1.29e-04 | 1390.0ms/step | 14.4 samples/s +Step 29330/44000 | Loss: 2.8936 | LR: 1.29e-04 | 1390.6ms/step | 14.4 samples/s +Step 29340/44000 | Loss: 2.8685 | LR: 1.29e-04 | 1389.5ms/step | 14.4 samples/s +Step 29350/44000 | Loss: 2.8956 | LR: 1.29e-04 | 1389.8ms/step | 14.4 samples/s +Step 29360/44000 | Loss: 2.8908 | LR: 1.29e-04 | 1390.4ms/step | 14.4 samples/s +Step 29370/44000 | Loss: 2.9028 | LR: 1.28e-04 | 1392.0ms/step | 14.4 samples/s +Step 29380/44000 | Loss: 2.8984 | LR: 1.28e-04 | 1389.2ms/step | 14.4 samples/s +Step 29390/44000 | Loss: 2.8711 | LR: 1.28e-04 | 1387.2ms/step | 14.4 samples/s +Step 29400/44000 | Loss: 2.8709 | LR: 1.28e-04 | 1391.5ms/step | 14.4 samples/s +Step 29410/44000 | Loss: 2.8617 | LR: 1.28e-04 | 1393.7ms/step | 14.4 samples/s +Step 29420/44000 | Loss: 2.8856 | LR: 1.28e-04 | 1391.6ms/step | 14.4 samples/s +Step 29430/44000 | Loss: 2.8784 | LR: 1.27e-04 | 1392.6ms/step | 14.4 samples/s +Step 29440/44000 | Loss: 2.8949 | LR: 1.27e-04 | 1392.1ms/step | 14.4 samples/s +Step 29450/44000 | Loss: 2.8836 | LR: 1.27e-04 | 1393.0ms/step | 14.4 samples/s +Step 29460/44000 | Loss: 2.8763 | LR: 1.27e-04 | 1393.0ms/step | 14.4 samples/s +Step 29470/44000 | Loss: 2.8637 | LR: 1.27e-04 | 1391.7ms/step | 14.4 samples/s +Step 29480/44000 | Loss: 2.8890 | LR: 1.27e-04 | 1390.9ms/step | 14.4 samples/s +Step 29490/44000 | Loss: 2.8724 | LR: 1.26e-04 | 1390.2ms/step | 14.4 samples/s +Step 29500/44000 | Loss: 2.8640 | LR: 1.26e-04 | 1393.0ms/step | 14.4 samples/s +Step 29510/44000 | Loss: 2.8967 | LR: 1.26e-04 | 1394.4ms/step | 14.3 samples/s +Step 29520/44000 | Loss: 2.9036 | LR: 1.26e-04 | 1390.2ms/step | 14.4 samples/s +Step 29530/44000 | Loss: 2.8940 | LR: 1.26e-04 | 1389.5ms/step | 14.4 samples/s +Step 29540/44000 | Loss: 2.8883 | LR: 1.26e-04 | 1391.0ms/step | 14.4 samples/s +Step 29550/44000 | Loss: 2.8595 | LR: 1.26e-04 | 1391.4ms/step | 14.4 samples/s +Step 29560/44000 | Loss: 2.8839 | LR: 1.25e-04 | 1393.5ms/step | 14.4 samples/s +Step 29570/44000 | Loss: 2.8899 | LR: 1.25e-04 | 1394.3ms/step | 14.3 samples/s +Step 29580/44000 | Loss: 2.8870 | LR: 1.25e-04 | 1392.0ms/step | 14.4 samples/s +Step 29590/44000 | Loss: 2.8852 | LR: 1.25e-04 | 1390.2ms/step | 14.4 samples/s +Step 29600/44000 | Loss: 2.8603 | LR: 1.25e-04 | 1390.2ms/step | 14.4 samples/s +Step 29610/44000 | Loss: 2.8868 | LR: 1.25e-04 | 1391.1ms/step | 14.4 samples/s +Step 29620/44000 | Loss: 2.8879 | LR: 1.24e-04 | 1391.4ms/step | 14.4 samples/s +Step 29630/44000 | Loss: 2.8813 | LR: 1.24e-04 | 1390.6ms/step | 14.4 samples/s +Step 29640/44000 | Loss: 2.8419 | LR: 1.24e-04 | 1392.5ms/step | 14.4 samples/s +Step 29650/44000 | Loss: 2.8661 | LR: 1.24e-04 | 1394.7ms/step | 14.3 samples/s +Step 29660/44000 | Loss: 2.9160 | LR: 1.24e-04 | 1393.6ms/step | 14.4 samples/s +Step 29670/44000 | Loss: 2.8800 | LR: 1.24e-04 | 1394.4ms/step | 14.3 samples/s +Step 29680/44000 | Loss: 2.8881 | LR: 1.23e-04 | 1391.5ms/step | 14.4 samples/s +Step 29690/44000 | Loss: 2.8894 | LR: 1.23e-04 | 1392.1ms/step | 14.4 samples/s +Step 29700/44000 | Loss: 2.8863 | LR: 1.23e-04 | 1391.7ms/step | 14.4 samples/s +Step 29710/44000 | Loss: 2.8972 | LR: 1.23e-04 | 1388.1ms/step | 14.4 samples/s +Step 29720/44000 | Loss: 2.8919 | LR: 1.23e-04 | 1391.4ms/step | 14.4 samples/s +Step 29730/44000 | Loss: 2.8928 | LR: 1.23e-04 | 1388.1ms/step | 14.4 samples/s +Step 29740/44000 | Loss: 2.8495 | LR: 1.23e-04 | 1390.8ms/step | 14.4 samples/s +Step 29750/44000 | Loss: 2.8779 | LR: 1.22e-04 | 1389.7ms/step | 14.4 samples/s +Step 29760/44000 | Loss: 2.8786 | LR: 1.22e-04 | 1389.0ms/step | 14.4 samples/s +Step 29770/44000 | Loss: 2.9072 | LR: 1.22e-04 | 1381.7ms/step | 14.5 samples/s +Step 29780/44000 | Loss: 2.9113 | LR: 1.22e-04 | 1383.7ms/step | 14.5 samples/s +Step 29790/44000 | Loss: 2.8857 | LR: 1.22e-04 | 1385.9ms/step | 14.4 samples/s +Step 29800/44000 | Loss: 2.9218 | LR: 1.22e-04 | 1387.1ms/step | 14.4 samples/s +Step 29810/44000 | Loss: 2.8822 | LR: 1.21e-04 | 1384.8ms/step | 14.4 samples/s +Step 29820/44000 | Loss: 2.8558 | LR: 1.21e-04 | 1387.9ms/step | 14.4 samples/s +Step 29830/44000 | Loss: 2.8728 | LR: 1.21e-04 | 1392.2ms/step | 14.4 samples/s +Step 29840/44000 | Loss: 2.8763 | LR: 1.21e-04 | 1389.6ms/step | 14.4 samples/s +Step 29850/44000 | Loss: 2.8480 | LR: 1.21e-04 | 1388.9ms/step | 14.4 samples/s +Step 29860/44000 | Loss: 2.9055 | LR: 1.21e-04 | 1389.3ms/step | 14.4 samples/s +Step 29870/44000 | Loss: 2.9019 | LR: 1.21e-04 | 1392.4ms/step | 14.4 samples/s +Step 29880/44000 | Loss: 2.8795 | LR: 1.20e-04 | 1389.9ms/step | 14.4 samples/s +Step 29890/44000 | Loss: 2.8969 | LR: 1.20e-04 | 1390.8ms/step | 14.4 samples/s +Step 29900/44000 | Loss: 2.9183 | LR: 1.20e-04 | 1393.2ms/step | 14.4 samples/s +Step 29910/44000 | Loss: 2.9204 | LR: 1.20e-04 | 1390.2ms/step | 14.4 samples/s +Step 29920/44000 | Loss: 2.8996 | LR: 1.20e-04 | 1390.0ms/step | 14.4 samples/s +Step 29930/44000 | Loss: 2.8786 | LR: 1.20e-04 | 1390.0ms/step | 14.4 samples/s +Step 29940/44000 | Loss: 2.9008 | LR: 1.19e-04 | 1388.1ms/step | 14.4 samples/s +Step 29950/44000 | Loss: 2.8870 | LR: 1.19e-04 | 1389.8ms/step | 14.4 samples/s +Step 29960/44000 | Loss: 2.9071 | LR: 1.19e-04 | 1389.7ms/step | 14.4 samples/s +Step 29970/44000 | Loss: 2.8632 | LR: 1.19e-04 | 1388.9ms/step | 14.4 samples/s +Step 29980/44000 | Loss: 2.8613 | LR: 1.19e-04 | 1389.0ms/step | 14.4 samples/s +Step 29990/44000 | Loss: 2.8889 | LR: 1.19e-04 | 1394.3ms/step | 14.3 samples/s +Step 30000/44000 | Loss: 2.8997 | LR: 1.19e-04 | 1392.8ms/step | 14.4 samples/s +Validation at step 30000: Loss = 2.9055, Perplexity = 18.27 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-30000 +Step 30010/44000 | Loss: 2.8375 | LR: 1.18e-04 | 3889.5ms/step | 5.1 samples/s +Step 30020/44000 | Loss: 2.8893 | LR: 1.18e-04 | 1384.1ms/step | 14.5 samples/s +Step 30030/44000 | Loss: 2.8680 | LR: 1.18e-04 | 1383.9ms/step | 14.5 samples/s +Step 30040/44000 | Loss: 2.8942 | LR: 1.18e-04 | 1385.8ms/step | 14.4 samples/s +Step 30050/44000 | Loss: 2.8807 | LR: 1.18e-04 | 1386.2ms/step | 14.4 samples/s +Step 30060/44000 | Loss: 2.9115 | LR: 1.18e-04 | 1388.5ms/step | 14.4 samples/s +Step 30070/44000 | Loss: 2.9025 | LR: 1.17e-04 | 1388.1ms/step | 14.4 samples/s +Step 30080/44000 | Loss: 2.9155 | LR: 1.17e-04 | 1390.3ms/step | 14.4 samples/s +Step 30090/44000 | Loss: 2.8823 | LR: 1.17e-04 | 1387.3ms/step | 14.4 samples/s +Step 30100/44000 | Loss: 2.8566 | LR: 1.17e-04 | 1387.9ms/step | 14.4 samples/s +Step 30110/44000 | Loss: 2.8638 | LR: 1.17e-04 | 1387.0ms/step | 14.4 samples/s +Step 30120/44000 | Loss: 2.8741 | LR: 1.17e-04 | 1387.1ms/step | 14.4 samples/s +Step 30130/44000 | Loss: 2.8752 | LR: 1.17e-04 | 1386.7ms/step | 14.4 samples/s +Step 30140/44000 | Loss: 2.8715 | LR: 1.16e-04 | 1387.6ms/step | 14.4 samples/s +Step 30150/44000 | Loss: 2.8878 | LR: 1.16e-04 | 1388.5ms/step | 14.4 samples/s +Step 30160/44000 | Loss: 2.8867 | LR: 1.16e-04 | 1388.6ms/step | 14.4 samples/s +Step 30170/44000 | Loss: 2.8818 | LR: 1.16e-04 | 1388.4ms/step | 14.4 samples/s +Step 30180/44000 | Loss: 2.8944 | LR: 1.16e-04 | 1390.1ms/step | 14.4 samples/s +Step 30190/44000 | Loss: 2.8701 | LR: 1.16e-04 | 1389.0ms/step | 14.4 samples/s +Step 30200/44000 | Loss: 2.8962 | LR: 1.15e-04 | 1387.2ms/step | 14.4 samples/s +Step 30210/44000 | Loss: 2.8872 | LR: 1.15e-04 | 1391.6ms/step | 14.4 samples/s +Step 30220/44000 | Loss: 2.8797 | LR: 1.15e-04 | 1387.2ms/step | 14.4 samples/s +Step 30230/44000 | Loss: 2.8959 | LR: 1.15e-04 | 1390.9ms/step | 14.4 samples/s +Step 30240/44000 | Loss: 2.8836 | LR: 1.15e-04 | 1390.8ms/step | 14.4 samples/s +Step 30250/44000 | Loss: 2.8929 | LR: 1.15e-04 | 1389.5ms/step | 14.4 samples/s +Step 30260/44000 | Loss: 2.8959 | LR: 1.15e-04 | 1390.1ms/step | 14.4 samples/s +Step 30270/44000 | Loss: 2.8810 | LR: 1.14e-04 | 1389.9ms/step | 14.4 samples/s +Step 30280/44000 | Loss: 2.8956 | LR: 1.14e-04 | 1388.1ms/step | 14.4 samples/s +Step 30290/44000 | Loss: 2.8955 | LR: 1.14e-04 | 1390.1ms/step | 14.4 samples/s +Step 30300/44000 | Loss: 2.8862 | LR: 1.14e-04 | 1389.6ms/step | 14.4 samples/s +Step 30310/44000 | Loss: 2.8888 | LR: 1.14e-04 | 1387.4ms/step | 14.4 samples/s +Step 30320/44000 | Loss: 2.9055 | LR: 1.14e-04 | 1387.0ms/step | 14.4 samples/s +Step 30330/44000 | Loss: 2.8977 | LR: 1.13e-04 | 1387.9ms/step | 14.4 samples/s +Step 30340/44000 | Loss: 2.8795 | LR: 1.13e-04 | 1389.6ms/step | 14.4 samples/s +Step 30350/44000 | Loss: 2.8914 | LR: 1.13e-04 | 1387.7ms/step | 14.4 samples/s +Step 30360/44000 | Loss: 2.8886 | LR: 1.13e-04 | 1389.8ms/step | 14.4 samples/s +Step 30370/44000 | Loss: 2.9092 | LR: 1.13e-04 | 1391.8ms/step | 14.4 samples/s +Step 30380/44000 | Loss: 2.8974 | LR: 1.13e-04 | 1389.6ms/step | 14.4 samples/s +Step 30390/44000 | Loss: 2.8653 | LR: 1.13e-04 | 1386.4ms/step | 14.4 samples/s +Step 30400/44000 | Loss: 2.8737 | LR: 1.12e-04 | 1389.3ms/step | 14.4 samples/s +Step 30410/44000 | Loss: 2.9015 | LR: 1.12e-04 | 1389.8ms/step | 14.4 samples/s +Step 30420/44000 | Loss: 2.9023 | LR: 1.12e-04 | 1387.6ms/step | 14.4 samples/s +Step 30430/44000 | Loss: 2.8922 | LR: 1.12e-04 | 1388.6ms/step | 14.4 samples/s +Step 30440/44000 | Loss: 2.9127 | LR: 1.12e-04 | 1388.2ms/step | 14.4 samples/s +Step 30450/44000 | Loss: 2.8889 | LR: 1.12e-04 | 1387.6ms/step | 14.4 samples/s +Step 30460/44000 | Loss: 2.8951 | LR: 1.11e-04 | 1387.8ms/step | 14.4 samples/s +Step 30470/44000 | Loss: 2.8690 | LR: 1.11e-04 | 1387.2ms/step | 14.4 samples/s +Step 30480/44000 | Loss: 2.9215 | LR: 1.11e-04 | 1387.3ms/step | 14.4 samples/s +Step 30490/44000 | Loss: 2.9014 | LR: 1.11e-04 | 1387.6ms/step | 14.4 samples/s +Step 30500/44000 | Loss: 2.8717 | LR: 1.11e-04 | 1386.5ms/step | 14.4 samples/s +Step 30510/44000 | Loss: 2.8900 | LR: 1.11e-04 | 1385.8ms/step | 14.4 samples/s +Step 30520/44000 | Loss: 2.8814 | LR: 1.11e-04 | 1387.5ms/step | 14.4 samples/s +Step 30530/44000 | Loss: 2.8928 | LR: 1.10e-04 | 1388.5ms/step | 14.4 samples/s +Step 30540/44000 | Loss: 2.9057 | LR: 1.10e-04 | 1386.2ms/step | 14.4 samples/s +Step 30550/44000 | Loss: 2.8901 | LR: 1.10e-04 | 1383.7ms/step | 14.5 samples/s +Step 30560/44000 | Loss: 2.8716 | LR: 1.10e-04 | 1382.4ms/step | 14.5 samples/s +Step 30570/44000 | Loss: 2.8672 | LR: 1.10e-04 | 1384.3ms/step | 14.4 samples/s +Step 30580/44000 | Loss: 2.8989 | LR: 1.10e-04 | 1384.4ms/step | 14.4 samples/s +Step 30590/44000 | Loss: 2.8541 | LR: 1.10e-04 | 1384.5ms/step | 14.4 samples/s +Step 30600/44000 | Loss: 2.8897 | LR: 1.09e-04 | 1386.6ms/step | 14.4 samples/s +Step 30610/44000 | Loss: 2.8698 | LR: 1.09e-04 | 1385.3ms/step | 14.4 samples/s +Step 30620/44000 | Loss: 2.8835 | LR: 1.09e-04 | 1387.2ms/step | 14.4 samples/s +Step 30630/44000 | Loss: 2.8691 | LR: 1.09e-04 | 1387.4ms/step | 14.4 samples/s +Step 30640/44000 | Loss: 2.8879 | LR: 1.09e-04 | 1386.6ms/step | 14.4 samples/s +Step 30650/44000 | Loss: 2.8941 | LR: 1.09e-04 | 1387.3ms/step | 14.4 samples/s +Step 30660/44000 | Loss: 2.8950 | LR: 1.08e-04 | 1388.2ms/step | 14.4 samples/s +Step 30670/44000 | Loss: 2.8697 | LR: 1.08e-04 | 1389.2ms/step | 14.4 samples/s +Step 30680/44000 | Loss: 2.8795 | LR: 1.08e-04 | 1389.1ms/step | 14.4 samples/s +Step 30690/44000 | Loss: 2.9185 | LR: 1.08e-04 | 1389.7ms/step | 14.4 samples/s +Step 30700/44000 | Loss: 2.8992 | LR: 1.08e-04 | 1393.7ms/step | 14.4 samples/s +Step 30710/44000 | Loss: 2.8831 | LR: 1.08e-04 | 1390.2ms/step | 14.4 samples/s +Step 30720/44000 | Loss: 2.8670 | LR: 1.08e-04 | 1390.2ms/step | 14.4 samples/s +Step 30730/44000 | Loss: 2.8977 | LR: 1.07e-04 | 1386.7ms/step | 14.4 samples/s +Step 30740/44000 | Loss: 2.8798 | LR: 1.07e-04 | 1388.8ms/step | 14.4 samples/s +Step 30750/44000 | Loss: 2.8600 | LR: 1.07e-04 | 1388.3ms/step | 14.4 samples/s +Step 30760/44000 | Loss: 2.8990 | LR: 1.07e-04 | 1388.0ms/step | 14.4 samples/s +Step 30770/44000 | Loss: 2.9046 | LR: 1.07e-04 | 1388.5ms/step | 14.4 samples/s +Step 30780/44000 | Loss: 2.8626 | LR: 1.07e-04 | 1389.6ms/step | 14.4 samples/s +Step 30790/44000 | Loss: 2.8802 | LR: 1.07e-04 | 1389.8ms/step | 14.4 samples/s +Step 30800/44000 | Loss: 2.8739 | LR: 1.06e-04 | 1388.6ms/step | 14.4 samples/s +Step 30810/44000 | Loss: 2.8996 | LR: 1.06e-04 | 1389.9ms/step | 14.4 samples/s +Step 30820/44000 | Loss: 2.9075 | LR: 1.06e-04 | 1388.1ms/step | 14.4 samples/s +Step 30830/44000 | Loss: 2.8712 | LR: 1.06e-04 | 1389.7ms/step | 14.4 samples/s +Step 30840/44000 | Loss: 2.9017 | LR: 1.06e-04 | 1389.6ms/step | 14.4 samples/s +Step 30850/44000 | Loss: 2.8828 | LR: 1.06e-04 | 1385.7ms/step | 14.4 samples/s +Step 30860/44000 | Loss: 2.8802 | LR: 1.05e-04 | 1387.0ms/step | 14.4 samples/s +Step 30870/44000 | Loss: 2.9094 | LR: 1.05e-04 | 1389.9ms/step | 14.4 samples/s +Step 30880/44000 | Loss: 2.9025 | LR: 1.05e-04 | 1387.9ms/step | 14.4 samples/s +Step 30890/44000 | Loss: 2.8913 | LR: 1.05e-04 | 1387.9ms/step | 14.4 samples/s +Step 30900/44000 | Loss: 2.8944 | LR: 1.05e-04 | 1390.3ms/step | 14.4 samples/s +Step 30910/44000 | Loss: 2.8731 | LR: 1.05e-04 | 1390.8ms/step | 14.4 samples/s +Step 30920/44000 | Loss: 2.8818 | LR: 1.05e-04 | 1389.2ms/step | 14.4 samples/s +Step 30930/44000 | Loss: 2.8713 | LR: 1.04e-04 | 1389.9ms/step | 14.4 samples/s +Step 30940/44000 | Loss: 2.8861 | LR: 1.04e-04 | 1389.8ms/step | 14.4 samples/s +Step 30950/44000 | Loss: 2.8797 | LR: 1.04e-04 | 1386.7ms/step | 14.4 samples/s +Step 30960/44000 | Loss: 2.9038 | LR: 1.04e-04 | 1387.5ms/step | 14.4 samples/s +Step 30970/44000 | Loss: 2.8796 | LR: 1.04e-04 | 1384.6ms/step | 14.4 samples/s +Step 30980/44000 | Loss: 2.8631 | LR: 1.04e-04 | 1381.1ms/step | 14.5 samples/s +Step 30990/44000 | Loss: 2.8849 | LR: 1.04e-04 | 1386.4ms/step | 14.4 samples/s +Step 31000/44000 | Loss: 2.9002 | LR: 1.03e-04 | 1387.1ms/step | 14.4 samples/s +Validation at step 31000: Loss = 2.9021, Perplexity = 18.21 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-31000 +Step 31010/44000 | Loss: 2.8710 | LR: 1.03e-04 | 3870.9ms/step | 5.2 samples/s +Step 31020/44000 | Loss: 2.8847 | LR: 1.03e-04 | 1380.6ms/step | 14.5 samples/s +Step 31030/44000 | Loss: 2.8715 | LR: 1.03e-04 | 1379.7ms/step | 14.5 samples/s +Step 31040/44000 | Loss: 2.9058 | LR: 1.03e-04 | 1384.3ms/step | 14.4 samples/s +Step 31050/44000 | Loss: 2.8673 | LR: 1.03e-04 | 1383.9ms/step | 14.5 samples/s +Step 31060/44000 | Loss: 2.9049 | LR: 1.03e-04 | 1385.2ms/step | 14.4 samples/s +Step 31070/44000 | Loss: 2.8600 | LR: 1.02e-04 | 1388.4ms/step | 14.4 samples/s +Step 31080/44000 | Loss: 2.8839 | LR: 1.02e-04 | 1387.9ms/step | 14.4 samples/s +Step 31090/44000 | Loss: 2.8774 | LR: 1.02e-04 | 1386.0ms/step | 14.4 samples/s +Step 31100/44000 | Loss: 2.8729 | LR: 1.02e-04 | 1386.8ms/step | 14.4 samples/s +Step 31110/44000 | Loss: 2.8844 | LR: 1.02e-04 | 1387.2ms/step | 14.4 samples/s +Step 31120/44000 | Loss: 2.8856 | LR: 1.02e-04 | 1388.2ms/step | 14.4 samples/s +Step 31130/44000 | Loss: 2.8547 | LR: 1.02e-04 | 1387.7ms/step | 14.4 samples/s +Step 31140/44000 | Loss: 2.8889 | LR: 1.01e-04 | 1391.3ms/step | 14.4 samples/s +Step 31150/44000 | Loss: 2.8796 | LR: 1.01e-04 | 1390.1ms/step | 14.4 samples/s +Step 31160/44000 | Loss: 2.8610 | LR: 1.01e-04 | 1388.6ms/step | 14.4 samples/s +Step 31170/44000 | Loss: 2.8617 | LR: 1.01e-04 | 1390.2ms/step | 14.4 samples/s +Step 31180/44000 | Loss: 2.8988 | LR: 1.01e-04 | 1390.6ms/step | 14.4 samples/s +Step 31190/44000 | Loss: 2.8807 | LR: 1.01e-04 | 1389.5ms/step | 14.4 samples/s +Step 31200/44000 | Loss: 2.8703 | LR: 1.00e-04 | 1389.0ms/step | 14.4 samples/s +Step 31210/44000 | Loss: 2.8781 | LR: 1.00e-04 | 1390.9ms/step | 14.4 samples/s +Step 31220/44000 | Loss: 2.8824 | LR: 1.00e-04 | 1391.7ms/step | 14.4 samples/s +Step 31230/44000 | Loss: 2.8657 | LR: 1.00e-04 | 1387.2ms/step | 14.4 samples/s +Step 31240/44000 | Loss: 2.8647 | LR: 9.99e-05 | 1388.5ms/step | 14.4 samples/s +Step 31250/44000 | Loss: 2.8766 | LR: 9.98e-05 | 1388.1ms/step | 14.4 samples/s +Step 31260/44000 | Loss: 2.8960 | LR: 9.96e-05 | 1390.5ms/step | 14.4 samples/s +Step 31270/44000 | Loss: 2.8820 | LR: 9.95e-05 | 1389.6ms/step | 14.4 samples/s +Step 31280/44000 | Loss: 2.8885 | LR: 9.93e-05 | 1389.6ms/step | 14.4 samples/s +Step 31290/44000 | Loss: 2.8765 | LR: 9.92e-05 | 1387.6ms/step | 14.4 samples/s +Step 31300/44000 | Loss: 2.9010 | LR: 9.90e-05 | 1388.3ms/step | 14.4 samples/s +Step 31310/44000 | Loss: 2.8738 | LR: 9.89e-05 | 1386.5ms/step | 14.4 samples/s +Step 31320/44000 | Loss: 2.8699 | LR: 9.88e-05 | 1388.0ms/step | 14.4 samples/s +Step 31330/44000 | Loss: 2.8863 | LR: 9.86e-05 | 1388.1ms/step | 14.4 samples/s +Step 31340/44000 | Loss: 2.8888 | LR: 9.85e-05 | 1391.4ms/step | 14.4 samples/s +Step 31350/44000 | Loss: 2.8926 | LR: 9.83e-05 | 1387.6ms/step | 14.4 samples/s +Step 31360/44000 | Loss: 2.8904 | LR: 9.82e-05 | 1389.7ms/step | 14.4 samples/s +Step 31370/44000 | Loss: 2.8816 | LR: 9.80e-05 | 1388.7ms/step | 14.4 samples/s +Step 31380/44000 | Loss: 2.8486 | LR: 9.79e-05 | 1390.5ms/step | 14.4 samples/s +Step 31390/44000 | Loss: 2.8640 | LR: 9.77e-05 | 1388.0ms/step | 14.4 samples/s +Step 31400/44000 | Loss: 2.8953 | LR: 9.76e-05 | 1388.1ms/step | 14.4 samples/s +Step 31410/44000 | Loss: 2.8631 | LR: 9.75e-05 | 1388.7ms/step | 14.4 samples/s +Step 31420/44000 | Loss: 2.8873 | LR: 9.73e-05 | 1389.2ms/step | 14.4 samples/s +Step 31430/44000 | Loss: 2.8792 | LR: 9.72e-05 | 1388.6ms/step | 14.4 samples/s +Step 31440/44000 | Loss: 2.8629 | LR: 9.70e-05 | 1389.6ms/step | 14.4 samples/s +Step 31450/44000 | Loss: 2.8645 | LR: 9.69e-05 | 1386.8ms/step | 14.4 samples/s +Step 31460/44000 | Loss: 2.8998 | LR: 9.67e-05 | 1389.2ms/step | 14.4 samples/s +Step 31470/44000 | Loss: 2.8567 | LR: 9.66e-05 | 1390.6ms/step | 14.4 samples/s +Step 31480/44000 | Loss: 2.8650 | LR: 9.65e-05 | 1389.6ms/step | 14.4 samples/s +Step 31490/44000 | Loss: 2.8957 | LR: 9.63e-05 | 1389.9ms/step | 14.4 samples/s +Step 31500/44000 | Loss: 2.8600 | LR: 9.62e-05 | 1388.4ms/step | 14.4 samples/s +Step 31510/44000 | Loss: 2.8882 | LR: 9.60e-05 | 1391.1ms/step | 14.4 samples/s +Step 31520/44000 | Loss: 2.8774 | LR: 9.59e-05 | 1387.9ms/step | 14.4 samples/s +Step 31530/44000 | Loss: 2.8914 | LR: 9.57e-05 | 1388.4ms/step | 14.4 samples/s +Step 31540/44000 | Loss: 2.8734 | LR: 9.56e-05 | 1389.6ms/step | 14.4 samples/s +Step 31550/44000 | Loss: 2.8738 | LR: 9.54e-05 | 1390.9ms/step | 14.4 samples/s +Step 31560/44000 | Loss: 2.8673 | LR: 9.53e-05 | 1387.2ms/step | 14.4 samples/s +Step 31570/44000 | Loss: 2.8752 | LR: 9.52e-05 | 1389.0ms/step | 14.4 samples/s +Step 31580/44000 | Loss: 2.9203 | LR: 9.50e-05 | 1390.1ms/step | 14.4 samples/s +Step 31590/44000 | Loss: 2.8932 | LR: 9.49e-05 | 1389.7ms/step | 14.4 samples/s +Step 31600/44000 | Loss: 2.8756 | LR: 9.47e-05 | 1388.6ms/step | 14.4 samples/s +Step 31610/44000 | Loss: 2.8560 | LR: 9.46e-05 | 1387.7ms/step | 14.4 samples/s +Step 31620/44000 | Loss: 2.8843 | LR: 9.45e-05 | 1388.6ms/step | 14.4 samples/s +Step 31630/44000 | Loss: 2.8744 | LR: 9.43e-05 | 1387.9ms/step | 14.4 samples/s +Step 31640/44000 | Loss: 2.9025 | LR: 9.42e-05 | 1385.7ms/step | 14.4 samples/s +Step 31650/44000 | Loss: 2.8749 | LR: 9.40e-05 | 1387.4ms/step | 14.4 samples/s +Step 31660/44000 | Loss: 2.8778 | LR: 9.39e-05 | 1386.6ms/step | 14.4 samples/s +Step 31670/44000 | Loss: 2.8481 | LR: 9.37e-05 | 1385.7ms/step | 14.4 samples/s +Step 31680/44000 | Loss: 2.8957 | LR: 9.36e-05 | 1386.6ms/step | 14.4 samples/s +Step 31690/44000 | Loss: 2.8642 | LR: 9.35e-05 | 1387.8ms/step | 14.4 samples/s +Step 31700/44000 | Loss: 2.9018 | LR: 9.33e-05 | 1387.5ms/step | 14.4 samples/s +Step 31710/44000 | Loss: 2.8890 | LR: 9.32e-05 | 1388.1ms/step | 14.4 samples/s +Step 31720/44000 | Loss: 2.8939 | LR: 9.30e-05 | 1389.1ms/step | 14.4 samples/s +Step 31730/44000 | Loss: 2.8917 | LR: 9.29e-05 | 1388.2ms/step | 14.4 samples/s +Step 31740/44000 | Loss: 2.8620 | LR: 9.28e-05 | 1390.8ms/step | 14.4 samples/s +Step 31750/44000 | Loss: 2.8850 | LR: 9.26e-05 | 1387.8ms/step | 14.4 samples/s +Step 31760/44000 | Loss: 2.8831 | LR: 9.25e-05 | 1385.9ms/step | 14.4 samples/s +Step 31770/44000 | Loss: 2.8967 | LR: 9.23e-05 | 1388.0ms/step | 14.4 samples/s +Step 31780/44000 | Loss: 2.9068 | LR: 9.22e-05 | 1388.0ms/step | 14.4 samples/s +Step 31790/44000 | Loss: 2.8982 | LR: 9.20e-05 | 1388.1ms/step | 14.4 samples/s +Step 31800/44000 | Loss: 2.9102 | LR: 9.19e-05 | 1389.9ms/step | 14.4 samples/s +Step 31810/44000 | Loss: 2.9484 | LR: 9.18e-05 | 1389.9ms/step | 14.4 samples/s +Step 31820/44000 | Loss: 2.8768 | LR: 9.16e-05 | 1386.5ms/step | 14.4 samples/s +Step 31830/44000 | Loss: 2.8722 | LR: 9.15e-05 | 1389.9ms/step | 14.4 samples/s +Step 31840/44000 | Loss: 2.8852 | LR: 9.13e-05 | 1385.7ms/step | 14.4 samples/s +Step 31850/44000 | Loss: 2.8771 | LR: 9.12e-05 | 1389.1ms/step | 14.4 samples/s +Step 31860/44000 | Loss: 2.8992 | LR: 9.11e-05 | 1389.8ms/step | 14.4 samples/s +Step 31870/44000 | Loss: 2.9042 | LR: 9.09e-05 | 1387.6ms/step | 14.4 samples/s +Step 31880/44000 | Loss: 2.8933 | LR: 9.08e-05 | 1393.0ms/step | 14.4 samples/s +Step 31890/44000 | Loss: 2.9126 | LR: 9.06e-05 | 1391.4ms/step | 14.4 samples/s +Step 31900/44000 | Loss: 2.8699 | LR: 9.05e-05 | 1387.7ms/step | 14.4 samples/s +Step 31910/44000 | Loss: 2.8897 | LR: 9.04e-05 | 1389.6ms/step | 14.4 samples/s +Step 31920/44000 | Loss: 2.8826 | LR: 9.02e-05 | 1388.3ms/step | 14.4 samples/s +Step 31930/44000 | Loss: 2.9148 | LR: 9.01e-05 | 1389.8ms/step | 14.4 samples/s +Step 31940/44000 | Loss: 2.8967 | LR: 8.99e-05 | 1388.2ms/step | 14.4 samples/s +Step 31950/44000 | Loss: 2.8909 | LR: 8.98e-05 | 1390.2ms/step | 14.4 samples/s +Step 31960/44000 | Loss: 2.8776 | LR: 8.97e-05 | 1389.4ms/step | 14.4 samples/s +Step 31970/44000 | Loss: 2.8676 | LR: 8.95e-05 | 1388.2ms/step | 14.4 samples/s +Step 31980/44000 | Loss: 2.8986 | LR: 8.94e-05 | 1390.6ms/step | 14.4 samples/s +Step 31990/44000 | Loss: 2.8912 | LR: 8.92e-05 | 1388.4ms/step | 14.4 samples/s +Step 32000/44000 | Loss: 2.8907 | LR: 8.91e-05 | 1388.3ms/step | 14.4 samples/s +Validation at step 32000: Loss = 2.9000, Perplexity = 18.17 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-32000 +Step 32010/44000 | Loss: 2.8957 | LR: 8.90e-05 | 3871.4ms/step | 5.2 samples/s +Step 32020/44000 | Loss: 2.8994 | LR: 8.88e-05 | 1388.3ms/step | 14.4 samples/s +Step 32030/44000 | Loss: 2.8800 | LR: 8.87e-05 | 1387.2ms/step | 14.4 samples/s +Step 32040/44000 | Loss: 2.8857 | LR: 8.86e-05 | 1388.8ms/step | 14.4 samples/s +Step 32050/44000 | Loss: 2.8947 | LR: 8.84e-05 | 1389.4ms/step | 14.4 samples/s +Step 32060/44000 | Loss: 2.9213 | LR: 8.83e-05 | 1389.8ms/step | 14.4 samples/s +Step 32070/44000 | Loss: 2.8721 | LR: 8.81e-05 | 1393.7ms/step | 14.4 samples/s +Step 32080/44000 | Loss: 2.8848 | LR: 8.80e-05 | 1393.9ms/step | 14.3 samples/s +Step 32090/44000 | Loss: 2.8793 | LR: 8.79e-05 | 1392.3ms/step | 14.4 samples/s +Step 32100/44000 | Loss: 2.8476 | LR: 8.77e-05 | 1381.3ms/step | 14.5 samples/s +Step 32110/44000 | Loss: 2.8983 | LR: 8.76e-05 | 1377.9ms/step | 14.5 samples/s +Step 32120/44000 | Loss: 2.9057 | LR: 8.74e-05 | 1382.2ms/step | 14.5 samples/s +Step 32130/44000 | Loss: 2.8994 | LR: 8.73e-05 | 1383.4ms/step | 14.5 samples/s +Step 32140/44000 | Loss: 2.8674 | LR: 8.72e-05 | 1387.1ms/step | 14.4 samples/s +Step 32150/44000 | Loss: 2.8452 | LR: 8.70e-05 | 1384.3ms/step | 14.4 samples/s +Step 32160/44000 | Loss: 2.8705 | LR: 8.69e-05 | 1386.1ms/step | 14.4 samples/s +Step 32170/44000 | Loss: 2.8451 | LR: 8.68e-05 | 1386.4ms/step | 14.4 samples/s +Step 32180/44000 | Loss: 2.8771 | LR: 8.66e-05 | 1387.9ms/step | 14.4 samples/s +Step 32190/44000 | Loss: 2.9090 | LR: 8.65e-05 | 1387.9ms/step | 14.4 samples/s +Step 32200/44000 | Loss: 2.8988 | LR: 8.63e-05 | 1389.8ms/step | 14.4 samples/s +Step 32210/44000 | Loss: 2.8853 | LR: 8.62e-05 | 1389.6ms/step | 14.4 samples/s +Step 32220/44000 | Loss: 2.8977 | LR: 8.61e-05 | 1389.7ms/step | 14.4 samples/s +Step 32230/44000 | Loss: 2.8862 | LR: 8.59e-05 | 1386.9ms/step | 14.4 samples/s +Step 32240/44000 | Loss: 2.8511 | LR: 8.58e-05 | 1387.8ms/step | 14.4 samples/s +Step 32250/44000 | Loss: 2.8916 | LR: 8.57e-05 | 1387.3ms/step | 14.4 samples/s +Step 32260/44000 | Loss: 2.8569 | LR: 8.55e-05 | 1390.7ms/step | 14.4 samples/s +Step 32270/44000 | Loss: 2.8808 | LR: 8.54e-05 | 1388.1ms/step | 14.4 samples/s +Step 32280/44000 | Loss: 2.8503 | LR: 8.53e-05 | 1389.6ms/step | 14.4 samples/s +Step 32290/44000 | Loss: 2.8662 | LR: 8.51e-05 | 1390.0ms/step | 14.4 samples/s +Step 32300/44000 | Loss: 2.8385 | LR: 8.50e-05 | 1388.2ms/step | 14.4 samples/s +Step 32310/44000 | Loss: 2.8813 | LR: 8.48e-05 | 1390.0ms/step | 14.4 samples/s +Step 32320/44000 | Loss: 2.8826 | LR: 8.47e-05 | 1386.2ms/step | 14.4 samples/s +Step 32330/44000 | Loss: 2.9109 | LR: 8.46e-05 | 1386.4ms/step | 14.4 samples/s +Step 32340/44000 | Loss: 2.8816 | LR: 8.44e-05 | 1389.3ms/step | 14.4 samples/s +Step 32350/44000 | Loss: 2.8842 | LR: 8.43e-05 | 1388.4ms/step | 14.4 samples/s +Step 32360/44000 | Loss: 2.8847 | LR: 8.42e-05 | 1389.6ms/step | 14.4 samples/s +Step 32370/44000 | Loss: 2.8683 | LR: 8.40e-05 | 1389.6ms/step | 14.4 samples/s +Step 32380/44000 | Loss: 2.8444 | LR: 8.39e-05 | 1386.6ms/step | 14.4 samples/s +Step 32390/44000 | Loss: 2.8697 | LR: 8.38e-05 | 1387.8ms/step | 14.4 samples/s +Step 32400/44000 | Loss: 2.8971 | LR: 8.36e-05 | 1387.1ms/step | 14.4 samples/s +Step 32410/44000 | Loss: 2.8757 | LR: 8.35e-05 | 1387.1ms/step | 14.4 samples/s +Step 32420/44000 | Loss: 2.8640 | LR: 8.33e-05 | 1386.0ms/step | 14.4 samples/s +Step 32430/44000 | Loss: 2.8853 | LR: 8.32e-05 | 1384.2ms/step | 14.4 samples/s +Step 32440/44000 | Loss: 2.8977 | LR: 8.31e-05 | 1383.0ms/step | 14.5 samples/s +Step 32450/44000 | Loss: 2.9129 | LR: 8.29e-05 | 1386.5ms/step | 14.4 samples/s +Step 32460/44000 | Loss: 2.8739 | LR: 8.28e-05 | 1388.0ms/step | 14.4 samples/s +Step 32470/44000 | Loss: 2.8885 | LR: 8.27e-05 | 1386.2ms/step | 14.4 samples/s +Step 32480/44000 | Loss: 2.9002 | LR: 8.25e-05 | 1387.2ms/step | 14.4 samples/s +Step 32490/44000 | Loss: 2.8924 | LR: 8.24e-05 | 1388.8ms/step | 14.4 samples/s +Step 32500/44000 | Loss: 2.9139 | LR: 8.23e-05 | 1389.1ms/step | 14.4 samples/s +Step 32510/44000 | Loss: 2.8780 | LR: 8.21e-05 | 1388.3ms/step | 14.4 samples/s +Step 32520/44000 | Loss: 2.8933 | LR: 8.20e-05 | 1387.0ms/step | 14.4 samples/s +Step 32530/44000 | Loss: 2.8807 | LR: 8.19e-05 | 1386.1ms/step | 14.4 samples/s +Step 32540/44000 | Loss: 2.8600 | LR: 8.17e-05 | 1387.9ms/step | 14.4 samples/s +Step 32550/44000 | Loss: 2.8820 | LR: 8.16e-05 | 1390.3ms/step | 14.4 samples/s +Step 32560/44000 | Loss: 2.8584 | LR: 8.15e-05 | 1390.1ms/step | 14.4 samples/s +Step 32570/44000 | Loss: 2.8925 | LR: 8.13e-05 | 1391.2ms/step | 14.4 samples/s +Step 32580/44000 | Loss: 2.8644 | LR: 8.12e-05 | 1390.9ms/step | 14.4 samples/s +Step 32590/44000 | Loss: 2.9014 | LR: 8.11e-05 | 1389.3ms/step | 14.4 samples/s +Step 32600/44000 | Loss: 2.8689 | LR: 8.09e-05 | 1387.3ms/step | 14.4 samples/s +Step 32610/44000 | Loss: 2.8907 | LR: 8.08e-05 | 1380.6ms/step | 14.5 samples/s +Step 32620/44000 | Loss: 2.8770 | LR: 8.07e-05 | 1382.2ms/step | 14.5 samples/s +Step 32630/44000 | Loss: 2.8929 | LR: 8.05e-05 | 1386.4ms/step | 14.4 samples/s +Step 32640/44000 | Loss: 2.8419 | LR: 8.04e-05 | 1388.7ms/step | 14.4 samples/s +Step 32650/44000 | Loss: 2.8729 | LR: 8.03e-05 | 1386.8ms/step | 14.4 samples/s +Step 32660/44000 | Loss: 2.8688 | LR: 8.01e-05 | 1387.6ms/step | 14.4 samples/s +Step 32670/44000 | Loss: 2.8957 | LR: 8.00e-05 | 1386.9ms/step | 14.4 samples/s +Step 32680/44000 | Loss: 2.8906 | LR: 7.99e-05 | 1386.2ms/step | 14.4 samples/s +Step 32690/44000 | Loss: 2.8457 | LR: 7.97e-05 | 1387.3ms/step | 14.4 samples/s +Step 32700/44000 | Loss: 2.8814 | LR: 7.96e-05 | 1390.1ms/step | 14.4 samples/s +Step 32710/44000 | Loss: 2.8744 | LR: 7.95e-05 | 1388.2ms/step | 14.4 samples/s +Step 32720/44000 | Loss: 2.8814 | LR: 7.93e-05 | 1389.7ms/step | 14.4 samples/s +Step 32730/44000 | Loss: 2.8694 | LR: 7.92e-05 | 1389.8ms/step | 14.4 samples/s +Step 32740/44000 | Loss: 2.8758 | LR: 7.91e-05 | 1386.8ms/step | 14.4 samples/s +Step 32750/44000 | Loss: 2.8714 | LR: 7.89e-05 | 1387.6ms/step | 14.4 samples/s +Step 32760/44000 | Loss: 2.8892 | LR: 7.88e-05 | 1387.3ms/step | 14.4 samples/s +Step 32770/44000 | Loss: 2.8884 | LR: 7.87e-05 | 1389.6ms/step | 14.4 samples/s +Step 32780/44000 | Loss: 2.8934 | LR: 7.85e-05 | 1389.0ms/step | 14.4 samples/s +Step 32790/44000 | Loss: 2.8814 | LR: 7.84e-05 | 1388.3ms/step | 14.4 samples/s +Step 32800/44000 | Loss: 2.8941 | LR: 7.83e-05 | 1385.5ms/step | 14.4 samples/s +Step 32810/44000 | Loss: 2.8895 | LR: 7.81e-05 | 1385.7ms/step | 14.4 samples/s +Step 32820/44000 | Loss: 2.9053 | LR: 7.80e-05 | 1387.8ms/step | 14.4 samples/s +Step 32830/44000 | Loss: 2.8670 | LR: 7.79e-05 | 1384.8ms/step | 14.4 samples/s +Step 32840/44000 | Loss: 2.9140 | LR: 7.77e-05 | 1383.8ms/step | 14.5 samples/s +Step 32850/44000 | Loss: 2.8739 | LR: 7.76e-05 | 1384.2ms/step | 14.4 samples/s +Step 32860/44000 | Loss: 2.8665 | LR: 7.75e-05 | 1384.1ms/step | 14.4 samples/s +Step 32870/44000 | Loss: 2.8594 | LR: 7.73e-05 | 1390.5ms/step | 14.4 samples/s +Step 32880/44000 | Loss: 2.8813 | LR: 7.72e-05 | 1386.3ms/step | 14.4 samples/s +Step 32890/44000 | Loss: 2.8679 | LR: 7.71e-05 | 1386.8ms/step | 14.4 samples/s +Step 32900/44000 | Loss: 2.8839 | LR: 7.70e-05 | 1388.6ms/step | 14.4 samples/s +Step 32910/44000 | Loss: 2.8577 | LR: 7.68e-05 | 1389.4ms/step | 14.4 samples/s +Step 32920/44000 | Loss: 2.8843 | LR: 7.67e-05 | 1386.4ms/step | 14.4 samples/s +Step 32930/44000 | Loss: 2.8524 | LR: 7.66e-05 | 1388.0ms/step | 14.4 samples/s +Step 32940/44000 | Loss: 2.8742 | LR: 7.64e-05 | 1388.4ms/step | 14.4 samples/s +Step 32950/44000 | Loss: 2.8936 | LR: 7.63e-05 | 1387.3ms/step | 14.4 samples/s +Step 32960/44000 | Loss: 2.8892 | LR: 7.62e-05 | 1387.4ms/step | 14.4 samples/s +Step 32970/44000 | Loss: 2.8579 | LR: 7.60e-05 | 1388.7ms/step | 14.4 samples/s +Step 32980/44000 | Loss: 2.8501 | LR: 7.59e-05 | 1391.9ms/step | 14.4 samples/s +Step 32990/44000 | Loss: 2.8855 | LR: 7.58e-05 | 1388.2ms/step | 14.4 samples/s +Step 33000/44000 | Loss: 2.8921 | LR: 7.56e-05 | 1391.3ms/step | 14.4 samples/s +Validation at step 33000: Loss = 2.8979, Perplexity = 18.14 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-33000 +Step 33010/44000 | Loss: 2.8589 | LR: 7.55e-05 | 3951.1ms/step | 5.1 samples/s +Step 33020/44000 | Loss: 2.8912 | LR: 7.54e-05 | 1385.6ms/step | 14.4 samples/s +Step 33030/44000 | Loss: 2.8464 | LR: 7.53e-05 | 1385.9ms/step | 14.4 samples/s +Step 33040/44000 | Loss: 2.8880 | LR: 7.51e-05 | 1388.3ms/step | 14.4 samples/s +Step 33050/44000 | Loss: 2.9020 | LR: 7.50e-05 | 1387.7ms/step | 14.4 samples/s +Step 33060/44000 | Loss: 2.9202 | LR: 7.49e-05 | 1388.2ms/step | 14.4 samples/s +Step 33070/44000 | Loss: 2.8864 | LR: 7.47e-05 | 1391.8ms/step | 14.4 samples/s +Step 33080/44000 | Loss: 2.8542 | LR: 7.46e-05 | 1388.8ms/step | 14.4 samples/s +Step 33090/44000 | Loss: 2.8590 | LR: 7.45e-05 | 1383.7ms/step | 14.5 samples/s +Step 33100/44000 | Loss: 2.8682 | LR: 7.44e-05 | 1379.7ms/step | 14.5 samples/s +Step 33110/44000 | Loss: 2.8799 | LR: 7.42e-05 | 1380.1ms/step | 14.5 samples/s +Step 33120/44000 | Loss: 2.8675 | LR: 7.41e-05 | 1381.9ms/step | 14.5 samples/s +Step 33130/44000 | Loss: 2.8900 | LR: 7.40e-05 | 1383.6ms/step | 14.5 samples/s +Step 33140/44000 | Loss: 2.8862 | LR: 7.38e-05 | 1384.6ms/step | 14.4 samples/s +Step 33150/44000 | Loss: 2.8812 | LR: 7.37e-05 | 1386.1ms/step | 14.4 samples/s +Step 33160/44000 | Loss: 2.8858 | LR: 7.36e-05 | 1387.7ms/step | 14.4 samples/s +Step 33170/44000 | Loss: 2.8848 | LR: 7.34e-05 | 1387.9ms/step | 14.4 samples/s +Step 33180/44000 | Loss: 2.8987 | LR: 7.33e-05 | 1387.1ms/step | 14.4 samples/s +Step 33190/44000 | Loss: 2.8795 | LR: 7.32e-05 | 1389.7ms/step | 14.4 samples/s +Step 33200/44000 | Loss: 2.8937 | LR: 7.31e-05 | 1389.2ms/step | 14.4 samples/s +Step 33210/44000 | Loss: 2.8922 | LR: 7.29e-05 | 1388.6ms/step | 14.4 samples/s +Step 33220/44000 | Loss: 2.8767 | LR: 7.28e-05 | 1391.5ms/step | 14.4 samples/s +Step 33230/44000 | Loss: 2.9103 | LR: 7.27e-05 | 1391.9ms/step | 14.4 samples/s +Step 33240/44000 | Loss: 2.8982 | LR: 7.26e-05 | 1389.8ms/step | 14.4 samples/s +Step 33250/44000 | Loss: 2.8619 | LR: 7.24e-05 | 1392.5ms/step | 14.4 samples/s +Step 33260/44000 | Loss: 2.8559 | LR: 7.23e-05 | 1392.1ms/step | 14.4 samples/s +Step 33270/44000 | Loss: 2.8498 | LR: 7.22e-05 | 1397.9ms/step | 14.3 samples/s +Step 33280/44000 | Loss: 2.8712 | LR: 7.20e-05 | 1393.3ms/step | 14.4 samples/s +Step 33290/44000 | Loss: 2.8983 | LR: 7.19e-05 | 1387.2ms/step | 14.4 samples/s +Step 33300/44000 | Loss: 2.8878 | LR: 7.18e-05 | 1391.3ms/step | 14.4 samples/s +Step 33310/44000 | Loss: 2.8840 | LR: 7.17e-05 | 1388.7ms/step | 14.4 samples/s +Step 33320/44000 | Loss: 2.8569 | LR: 7.15e-05 | 1391.8ms/step | 14.4 samples/s +Step 33330/44000 | Loss: 2.8986 | LR: 7.14e-05 | 1390.0ms/step | 14.4 samples/s +Step 33340/44000 | Loss: 2.8678 | LR: 7.13e-05 | 1391.2ms/step | 14.4 samples/s +Step 33350/44000 | Loss: 2.8866 | LR: 7.11e-05 | 1389.6ms/step | 14.4 samples/s +Step 33360/44000 | Loss: 2.8772 | LR: 7.10e-05 | 1390.8ms/step | 14.4 samples/s +Step 33370/44000 | Loss: 2.8926 | LR: 7.09e-05 | 1388.8ms/step | 14.4 samples/s +Step 33380/44000 | Loss: 2.8654 | LR: 7.08e-05 | 1391.6ms/step | 14.4 samples/s +Step 33390/44000 | Loss: 2.8861 | LR: 7.06e-05 | 1387.4ms/step | 14.4 samples/s +Step 33400/44000 | Loss: 2.8704 | LR: 7.05e-05 | 1388.6ms/step | 14.4 samples/s +Step 33410/44000 | Loss: 2.8680 | LR: 7.04e-05 | 1387.9ms/step | 14.4 samples/s +Step 33420/44000 | Loss: 2.8868 | LR: 7.03e-05 | 1388.9ms/step | 14.4 samples/s +Step 33430/44000 | Loss: 2.8680 | LR: 7.01e-05 | 1390.5ms/step | 14.4 samples/s +Step 33440/44000 | Loss: 2.8459 | LR: 7.00e-05 | 1386.3ms/step | 14.4 samples/s +Step 33450/44000 | Loss: 2.8798 | LR: 6.99e-05 | 1387.1ms/step | 14.4 samples/s +Step 33460/44000 | Loss: 2.8822 | LR: 6.98e-05 | 1387.5ms/step | 14.4 samples/s +Step 33470/44000 | Loss: 2.9203 | LR: 6.96e-05 | 1389.7ms/step | 14.4 samples/s +Step 33480/44000 | Loss: 2.8798 | LR: 6.95e-05 | 1390.1ms/step | 14.4 samples/s +Step 33490/44000 | Loss: 2.8674 | LR: 6.94e-05 | 1388.0ms/step | 14.4 samples/s +Step 33500/44000 | Loss: 2.9191 | LR: 6.93e-05 | 1388.5ms/step | 14.4 samples/s +Step 33510/44000 | Loss: 2.8922 | LR: 6.91e-05 | 1387.4ms/step | 14.4 samples/s +Step 33520/44000 | Loss: 2.8512 | LR: 6.90e-05 | 1387.8ms/step | 14.4 samples/s +Step 33530/44000 | Loss: 2.8735 | LR: 6.89e-05 | 1388.1ms/step | 14.4 samples/s +Step 33540/44000 | Loss: 2.8292 | LR: 6.88e-05 | 1389.3ms/step | 14.4 samples/s +Step 33550/44000 | Loss: 2.8954 | LR: 6.86e-05 | 1390.9ms/step | 14.4 samples/s +Step 33560/44000 | Loss: 2.8862 | LR: 6.85e-05 | 1393.4ms/step | 14.4 samples/s +Step 33570/44000 | Loss: 2.8742 | LR: 6.84e-05 | 1390.2ms/step | 14.4 samples/s +Step 33580/44000 | Loss: 2.8807 | LR: 6.83e-05 | 1392.4ms/step | 14.4 samples/s +Step 33590/44000 | Loss: 2.9003 | LR: 6.81e-05 | 1393.7ms/step | 14.3 samples/s +Step 33600/44000 | Loss: 2.8779 | LR: 6.80e-05 | 1388.4ms/step | 14.4 samples/s +Step 33610/44000 | Loss: 2.8675 | LR: 6.79e-05 | 1389.8ms/step | 14.4 samples/s +Step 33620/44000 | Loss: 2.8822 | LR: 6.78e-05 | 1391.7ms/step | 14.4 samples/s +Step 33630/44000 | Loss: 2.8955 | LR: 6.76e-05 | 1389.6ms/step | 14.4 samples/s +Step 33640/44000 | Loss: 2.9068 | LR: 6.75e-05 | 1386.2ms/step | 14.4 samples/s +Step 33650/44000 | Loss: 2.8588 | LR: 6.74e-05 | 1387.8ms/step | 14.4 samples/s +Step 33660/44000 | Loss: 2.8661 | LR: 6.73e-05 | 1386.5ms/step | 14.4 samples/s +Step 33670/44000 | Loss: 2.8690 | LR: 6.71e-05 | 1390.4ms/step | 14.4 samples/s +Step 33680/44000 | Loss: 2.8796 | LR: 6.70e-05 | 1384.9ms/step | 14.4 samples/s +Step 33690/44000 | Loss: 2.8649 | LR: 6.69e-05 | 1384.7ms/step | 14.4 samples/s +Step 33700/44000 | Loss: 2.8658 | LR: 6.68e-05 | 1384.1ms/step | 14.4 samples/s +Step 33710/44000 | Loss: 2.8813 | LR: 6.66e-05 | 1384.0ms/step | 14.5 samples/s +Step 33720/44000 | Loss: 2.9005 | LR: 6.65e-05 | 1386.1ms/step | 14.4 samples/s +Step 33730/44000 | Loss: 2.8819 | LR: 6.64e-05 | 1385.5ms/step | 14.4 samples/s +Step 33740/44000 | Loss: 2.8712 | LR: 6.63e-05 | 1388.9ms/step | 14.4 samples/s +Step 33750/44000 | Loss: 2.8923 | LR: 6.61e-05 | 1388.1ms/step | 14.4 samples/s +Step 33760/44000 | Loss: 2.8978 | LR: 6.60e-05 | 1388.7ms/step | 14.4 samples/s +Step 33770/44000 | Loss: 2.8791 | LR: 6.59e-05 | 1388.9ms/step | 14.4 samples/s +Step 33780/44000 | Loss: 2.8657 | LR: 6.58e-05 | 1388.5ms/step | 14.4 samples/s +Step 33790/44000 | Loss: 2.8807 | LR: 6.57e-05 | 1387.4ms/step | 14.4 samples/s +Step 33800/44000 | Loss: 2.8487 | LR: 6.55e-05 | 1386.4ms/step | 14.4 samples/s +Step 33810/44000 | Loss: 2.8738 | LR: 6.54e-05 | 1384.8ms/step | 14.4 samples/s +Step 33820/44000 | Loss: 2.8522 | LR: 6.53e-05 | 1386.6ms/step | 14.4 samples/s +Step 33830/44000 | Loss: 2.8923 | LR: 6.52e-05 | 1385.6ms/step | 14.4 samples/s +Step 33840/44000 | Loss: 2.9078 | LR: 6.50e-05 | 1383.8ms/step | 14.5 samples/s +Step 33850/44000 | Loss: 2.9077 | LR: 6.49e-05 | 1387.5ms/step | 14.4 samples/s +Step 33860/44000 | Loss: 2.8954 | LR: 6.48e-05 | 1387.5ms/step | 14.4 samples/s +Step 33870/44000 | Loss: 2.8665 | LR: 6.47e-05 | 1385.9ms/step | 14.4 samples/s +Step 33880/44000 | Loss: 2.8760 | LR: 6.46e-05 | 1387.9ms/step | 14.4 samples/s +Step 33890/44000 | Loss: 2.8716 | LR: 6.44e-05 | 1388.5ms/step | 14.4 samples/s +Step 33900/44000 | Loss: 2.8897 | LR: 6.43e-05 | 1385.4ms/step | 14.4 samples/s +Step 33910/44000 | Loss: 2.8897 | LR: 6.42e-05 | 1386.4ms/step | 14.4 samples/s +Step 33920/44000 | Loss: 2.8765 | LR: 6.41e-05 | 1386.9ms/step | 14.4 samples/s +Step 33930/44000 | Loss: 2.9081 | LR: 6.40e-05 | 1387.9ms/step | 14.4 samples/s +Step 33940/44000 | Loss: 2.8913 | LR: 6.38e-05 | 1384.1ms/step | 14.4 samples/s +Step 33950/44000 | Loss: 2.8927 | LR: 6.37e-05 | 1387.6ms/step | 14.4 samples/s +Step 33960/44000 | Loss: 2.8908 | LR: 6.36e-05 | 1387.4ms/step | 14.4 samples/s +Step 33970/44000 | Loss: 2.8539 | LR: 6.35e-05 | 1388.2ms/step | 14.4 samples/s +Step 33980/44000 | Loss: 2.8731 | LR: 6.33e-05 | 1387.9ms/step | 14.4 samples/s +Step 33990/44000 | Loss: 2.8965 | LR: 6.32e-05 | 1390.1ms/step | 14.4 samples/s +Step 34000/44000 | Loss: 2.8592 | LR: 6.31e-05 | 1391.9ms/step | 14.4 samples/s +Validation at step 34000: Loss = 2.8964, Perplexity = 18.11 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-34000 +Step 34010/44000 | Loss: 2.8976 | LR: 6.30e-05 | 3897.9ms/step | 5.1 samples/s +Step 34020/44000 | Loss: 2.8771 | LR: 6.29e-05 | 1386.7ms/step | 14.4 samples/s +Step 34030/44000 | Loss: 2.8458 | LR: 6.27e-05 | 1383.3ms/step | 14.5 samples/s +Step 34040/44000 | Loss: 2.8732 | LR: 6.26e-05 | 1385.5ms/step | 14.4 samples/s +Step 34050/44000 | Loss: 2.8919 | LR: 6.25e-05 | 1384.9ms/step | 14.4 samples/s +Step 34060/44000 | Loss: 2.8759 | LR: 6.24e-05 | 1385.2ms/step | 14.4 samples/s +Step 34070/44000 | Loss: 2.8685 | LR: 6.23e-05 | 1384.5ms/step | 14.4 samples/s +Step 34080/44000 | Loss: 2.8746 | LR: 6.21e-05 | 1386.7ms/step | 14.4 samples/s +Step 34090/44000 | Loss: 2.8856 | LR: 6.20e-05 | 1387.2ms/step | 14.4 samples/s +Step 34100/44000 | Loss: 2.8633 | LR: 6.19e-05 | 1384.3ms/step | 14.4 samples/s +Step 34110/44000 | Loss: 2.8659 | LR: 6.18e-05 | 1384.0ms/step | 14.5 samples/s +Step 34120/44000 | Loss: 2.8773 | LR: 6.17e-05 | 1385.4ms/step | 14.4 samples/s +Step 34130/44000 | Loss: 2.8954 | LR: 6.15e-05 | 1385.6ms/step | 14.4 samples/s +Step 34140/44000 | Loss: 2.8640 | LR: 6.14e-05 | 1383.0ms/step | 14.5 samples/s +Step 34150/44000 | Loss: 2.8770 | LR: 6.13e-05 | 1383.1ms/step | 14.5 samples/s +Step 34160/44000 | Loss: 2.8636 | LR: 6.12e-05 | 1386.4ms/step | 14.4 samples/s +Step 34170/44000 | Loss: 2.8972 | LR: 6.11e-05 | 1386.5ms/step | 14.4 samples/s +Step 34180/44000 | Loss: 2.8874 | LR: 6.09e-05 | 1384.9ms/step | 14.4 samples/s +Step 34190/44000 | Loss: 2.8886 | LR: 6.08e-05 | 1386.6ms/step | 14.4 samples/s +Step 34200/44000 | Loss: 2.9075 | LR: 6.07e-05 | 1386.1ms/step | 14.4 samples/s +Step 34210/44000 | Loss: 2.8864 | LR: 6.06e-05 | 1387.4ms/step | 14.4 samples/s +Step 34220/44000 | Loss: 2.8992 | LR: 6.05e-05 | 1389.9ms/step | 14.4 samples/s +Step 34230/44000 | Loss: 2.8440 | LR: 6.04e-05 | 1390.7ms/step | 14.4 samples/s +Step 34240/44000 | Loss: 2.8911 | LR: 6.02e-05 | 1389.5ms/step | 14.4 samples/s +Step 34250/44000 | Loss: 2.8992 | LR: 6.01e-05 | 1390.7ms/step | 14.4 samples/s +Step 34260/44000 | Loss: 2.8731 | LR: 6.00e-05 | 1391.2ms/step | 14.4 samples/s +Step 34270/44000 | Loss: 2.8771 | LR: 5.99e-05 | 1388.8ms/step | 14.4 samples/s +Step 34280/44000 | Loss: 2.8454 | LR: 5.98e-05 | 1386.2ms/step | 14.4 samples/s +Step 34290/44000 | Loss: 2.8929 | LR: 5.96e-05 | 1389.8ms/step | 14.4 samples/s +Step 34300/44000 | Loss: 2.8379 | LR: 5.95e-05 | 1385.8ms/step | 14.4 samples/s +Step 34310/44000 | Loss: 2.9047 | LR: 5.94e-05 | 1386.3ms/step | 14.4 samples/s +Step 34320/44000 | Loss: 2.8628 | LR: 5.93e-05 | 1386.4ms/step | 14.4 samples/s +Step 34330/44000 | Loss: 2.8597 | LR: 5.92e-05 | 1389.6ms/step | 14.4 samples/s +Step 34340/44000 | Loss: 2.8668 | LR: 5.91e-05 | 1393.6ms/step | 14.4 samples/s +Step 34350/44000 | Loss: 2.8700 | LR: 5.89e-05 | 1390.2ms/step | 14.4 samples/s +Step 34360/44000 | Loss: 2.8771 | LR: 5.88e-05 | 1388.2ms/step | 14.4 samples/s +Step 34370/44000 | Loss: 2.8900 | LR: 5.87e-05 | 1390.0ms/step | 14.4 samples/s +Step 34380/44000 | Loss: 2.8776 | LR: 5.86e-05 | 1387.7ms/step | 14.4 samples/s +Step 34390/44000 | Loss: 2.8713 | LR: 5.85e-05 | 1389.9ms/step | 14.4 samples/s +Step 34400/44000 | Loss: 2.8270 | LR: 5.84e-05 | 1388.0ms/step | 14.4 samples/s +Step 34410/44000 | Loss: 2.8604 | LR: 5.82e-05 | 1390.6ms/step | 14.4 samples/s +Step 34420/44000 | Loss: 2.8790 | LR: 5.81e-05 | 1386.6ms/step | 14.4 samples/s +Step 34430/44000 | Loss: 2.8755 | LR: 5.80e-05 | 1381.1ms/step | 14.5 samples/s +Step 34440/44000 | Loss: 2.8752 | LR: 5.79e-05 | 1382.8ms/step | 14.5 samples/s +Step 34450/44000 | Loss: 2.8969 | LR: 5.78e-05 | 1384.0ms/step | 14.5 samples/s +Step 34460/44000 | Loss: 2.8837 | LR: 5.77e-05 | 1385.2ms/step | 14.4 samples/s +Step 34470/44000 | Loss: 2.8835 | LR: 5.75e-05 | 1383.9ms/step | 14.5 samples/s +Step 34480/44000 | Loss: 2.8828 | LR: 5.74e-05 | 1385.2ms/step | 14.4 samples/s +Step 34490/44000 | Loss: 2.8833 | LR: 5.73e-05 | 1387.2ms/step | 14.4 samples/s +Step 34500/44000 | Loss: 2.8611 | LR: 5.72e-05 | 1388.0ms/step | 14.4 samples/s +Step 34510/44000 | Loss: 2.8820 | LR: 5.71e-05 | 1385.8ms/step | 14.4 samples/s +Step 34520/44000 | Loss: 2.8809 | LR: 5.70e-05 | 1386.3ms/step | 14.4 samples/s +Step 34530/44000 | Loss: 2.8701 | LR: 5.69e-05 | 1388.4ms/step | 14.4 samples/s +Step 34540/44000 | Loss: 2.8761 | LR: 5.67e-05 | 1387.0ms/step | 14.4 samples/s +Step 34550/44000 | Loss: 2.8948 | LR: 5.66e-05 | 1389.0ms/step | 14.4 samples/s +Step 34560/44000 | Loss: 2.8670 | LR: 5.65e-05 | 1383.4ms/step | 14.5 samples/s +Step 34570/44000 | Loss: 2.8554 | LR: 5.64e-05 | 1383.1ms/step | 14.5 samples/s +Step 34580/44000 | Loss: 2.8369 | LR: 5.63e-05 | 1384.7ms/step | 14.4 samples/s +Step 34590/44000 | Loss: 2.8902 | LR: 5.62e-05 | 1385.5ms/step | 14.4 samples/s +Step 34600/44000 | Loss: 2.9033 | LR: 5.60e-05 | 1388.2ms/step | 14.4 samples/s +Step 34610/44000 | Loss: 2.8789 | LR: 5.59e-05 | 1390.0ms/step | 14.4 samples/s +Step 34620/44000 | Loss: 2.8545 | LR: 5.58e-05 | 1390.6ms/step | 14.4 samples/s +Step 34630/44000 | Loss: 2.8844 | LR: 5.57e-05 | 1384.5ms/step | 14.4 samples/s +Step 34640/44000 | Loss: 2.8629 | LR: 5.56e-05 | 1379.4ms/step | 14.5 samples/s +Step 34650/44000 | Loss: 2.8700 | LR: 5.55e-05 | 1383.3ms/step | 14.5 samples/s +Step 34660/44000 | Loss: 2.8464 | LR: 5.54e-05 | 1384.9ms/step | 14.4 samples/s +Step 34670/44000 | Loss: 2.8968 | LR: 5.52e-05 | 1382.7ms/step | 14.5 samples/s +Step 34680/44000 | Loss: 2.8696 | LR: 5.51e-05 | 1383.4ms/step | 14.5 samples/s +Step 34690/44000 | Loss: 2.9061 | LR: 5.50e-05 | 1383.5ms/step | 14.5 samples/s +Step 34700/44000 | Loss: 2.8843 | LR: 5.49e-05 | 1386.6ms/step | 14.4 samples/s +Step 34710/44000 | Loss: 2.8641 | LR: 5.48e-05 | 1385.8ms/step | 14.4 samples/s +Step 34720/44000 | Loss: 2.8644 | LR: 5.47e-05 | 1386.2ms/step | 14.4 samples/s +Step 34730/44000 | Loss: 2.8869 | LR: 5.46e-05 | 1391.6ms/step | 14.4 samples/s +Step 34740/44000 | Loss: 2.8805 | LR: 5.45e-05 | 1387.9ms/step | 14.4 samples/s +Step 34750/44000 | Loss: 2.8490 | LR: 5.43e-05 | 1388.4ms/step | 14.4 samples/s +Step 34760/44000 | Loss: 2.8678 | LR: 5.42e-05 | 1388.7ms/step | 14.4 samples/s +Step 34770/44000 | Loss: 2.8836 | LR: 5.41e-05 | 1390.9ms/step | 14.4 samples/s +Step 34780/44000 | Loss: 2.8526 | LR: 5.40e-05 | 1391.6ms/step | 14.4 samples/s +Step 34790/44000 | Loss: 2.9066 | LR: 5.39e-05 | 1389.4ms/step | 14.4 samples/s +Step 34800/44000 | Loss: 2.8859 | LR: 5.38e-05 | 1387.3ms/step | 14.4 samples/s +Step 34810/44000 | Loss: 2.8651 | LR: 5.37e-05 | 1386.7ms/step | 14.4 samples/s +Step 34820/44000 | Loss: 2.8737 | LR: 5.36e-05 | 1389.3ms/step | 14.4 samples/s +Step 34830/44000 | Loss: 2.8887 | LR: 5.34e-05 | 1388.3ms/step | 14.4 samples/s +Step 34840/44000 | Loss: 2.8513 | LR: 5.33e-05 | 1390.6ms/step | 14.4 samples/s +Step 34850/44000 | Loss: 2.8953 | LR: 5.32e-05 | 1391.2ms/step | 14.4 samples/s +Step 34860/44000 | Loss: 2.8701 | LR: 5.31e-05 | 1391.4ms/step | 14.4 samples/s +Step 34870/44000 | Loss: 2.8734 | LR: 5.30e-05 | 1388.3ms/step | 14.4 samples/s +Step 34880/44000 | Loss: 2.8512 | LR: 5.29e-05 | 1389.6ms/step | 14.4 samples/s +Step 34890/44000 | Loss: 2.8637 | LR: 5.28e-05 | 1392.1ms/step | 14.4 samples/s +Step 34900/44000 | Loss: 2.8884 | LR: 5.27e-05 | 1388.6ms/step | 14.4 samples/s +Step 34910/44000 | Loss: 2.9033 | LR: 5.25e-05 | 1387.8ms/step | 14.4 samples/s +Step 34920/44000 | Loss: 2.8867 | LR: 5.24e-05 | 1388.2ms/step | 14.4 samples/s +Step 34930/44000 | Loss: 2.8728 | LR: 5.23e-05 | 1387.9ms/step | 14.4 samples/s +Step 34940/44000 | Loss: 2.8778 | LR: 5.22e-05 | 1386.2ms/step | 14.4 samples/s +Step 34950/44000 | Loss: 2.8676 | LR: 5.21e-05 | 1388.7ms/step | 14.4 samples/s +Step 34960/44000 | Loss: 2.8997 | LR: 5.20e-05 | 1388.5ms/step | 14.4 samples/s +Step 34970/44000 | Loss: 2.8654 | LR: 5.19e-05 | 1389.3ms/step | 14.4 samples/s +Step 34980/44000 | Loss: 2.8897 | LR: 5.18e-05 | 1387.8ms/step | 14.4 samples/s +Step 34990/44000 | Loss: 2.8649 | LR: 5.17e-05 | 1389.9ms/step | 14.4 samples/s +Step 35000/44000 | Loss: 2.8808 | LR: 5.15e-05 | 1390.4ms/step | 14.4 samples/s +Validation at step 35000: Loss = 2.8953, Perplexity = 18.09 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-35000 +Step 35010/44000 | Loss: 2.8775 | LR: 5.14e-05 | 3866.1ms/step | 5.2 samples/s +Step 35020/44000 | Loss: 2.8696 | LR: 5.13e-05 | 1384.1ms/step | 14.5 samples/s +Step 35030/44000 | Loss: 2.8647 | LR: 5.12e-05 | 1386.8ms/step | 14.4 samples/s +Step 35040/44000 | Loss: 2.8653 | LR: 5.11e-05 | 1386.8ms/step | 14.4 samples/s +Step 35050/44000 | Loss: 2.8739 | LR: 5.10e-05 | 1389.7ms/step | 14.4 samples/s +Step 35060/44000 | Loss: 2.8996 | LR: 5.09e-05 | 1388.3ms/step | 14.4 samples/s +Step 35070/44000 | Loss: 2.8713 | LR: 5.08e-05 | 1388.6ms/step | 14.4 samples/s +Step 35080/44000 | Loss: 2.8683 | LR: 5.07e-05 | 1390.0ms/step | 14.4 samples/s +Step 35090/44000 | Loss: 2.8913 | LR: 5.06e-05 | 1387.1ms/step | 14.4 samples/s +Step 35100/44000 | Loss: 2.9003 | LR: 5.04e-05 | 1388.1ms/step | 14.4 samples/s +Step 35110/44000 | Loss: 2.8673 | LR: 5.03e-05 | 1386.1ms/step | 14.4 samples/s +Step 35120/44000 | Loss: 2.8740 | LR: 5.02e-05 | 1386.0ms/step | 14.4 samples/s +Step 35130/44000 | Loss: 2.8851 | LR: 5.01e-05 | 1387.6ms/step | 14.4 samples/s +Step 35140/44000 | Loss: 2.8800 | LR: 5.00e-05 | 1384.8ms/step | 14.4 samples/s +Step 35150/44000 | Loss: 2.8609 | LR: 4.99e-05 | 1385.1ms/step | 14.4 samples/s +Step 35160/44000 | Loss: 2.8701 | LR: 4.98e-05 | 1386.7ms/step | 14.4 samples/s +Step 35170/44000 | Loss: 2.8588 | LR: 4.97e-05 | 1389.8ms/step | 14.4 samples/s +Step 35180/44000 | Loss: 2.8874 | LR: 4.96e-05 | 1386.0ms/step | 14.4 samples/s +Step 35190/44000 | Loss: 2.8755 | LR: 4.95e-05 | 1387.9ms/step | 14.4 samples/s +Step 35200/44000 | Loss: 2.8962 | LR: 4.94e-05 | 1388.4ms/step | 14.4 samples/s +Step 35210/44000 | Loss: 2.8996 | LR: 4.93e-05 | 1388.0ms/step | 14.4 samples/s +Step 35220/44000 | Loss: 2.8918 | LR: 4.91e-05 | 1387.0ms/step | 14.4 samples/s +Step 35230/44000 | Loss: 2.8518 | LR: 4.90e-05 | 1387.7ms/step | 14.4 samples/s +Step 35240/44000 | Loss: 2.8674 | LR: 4.89e-05 | 1388.3ms/step | 14.4 samples/s +Step 35250/44000 | Loss: 2.8683 | LR: 4.88e-05 | 1389.0ms/step | 14.4 samples/s +Step 35260/44000 | Loss: 2.8763 | LR: 4.87e-05 | 1387.7ms/step | 14.4 samples/s +Step 35270/44000 | Loss: 2.8784 | LR: 4.86e-05 | 1386.9ms/step | 14.4 samples/s +Step 35280/44000 | Loss: 2.8768 | LR: 4.85e-05 | 1389.2ms/step | 14.4 samples/s +Step 35290/44000 | Loss: 2.8335 | LR: 4.84e-05 | 1388.2ms/step | 14.4 samples/s +Step 35300/44000 | Loss: 2.8998 | LR: 4.83e-05 | 1385.7ms/step | 14.4 samples/s +Step 35310/44000 | Loss: 2.8811 | LR: 4.82e-05 | 1386.3ms/step | 14.4 samples/s +Step 35320/44000 | Loss: 2.8809 | LR: 4.81e-05 | 1387.1ms/step | 14.4 samples/s +Step 35330/44000 | Loss: 2.8791 | LR: 4.80e-05 | 1386.7ms/step | 14.4 samples/s +Step 35340/44000 | Loss: 2.8838 | LR: 4.79e-05 | 1386.1ms/step | 14.4 samples/s +Step 35350/44000 | Loss: 2.8602 | LR: 4.77e-05 | 1386.7ms/step | 14.4 samples/s +Step 35360/44000 | Loss: 2.8949 | LR: 4.76e-05 | 1385.9ms/step | 14.4 samples/s +Step 35370/44000 | Loss: 2.9239 | LR: 4.75e-05 | 1390.5ms/step | 14.4 samples/s +Step 35380/44000 | Loss: 2.8625 | LR: 4.74e-05 | 1389.0ms/step | 14.4 samples/s +Step 35390/44000 | Loss: 2.8833 | LR: 4.73e-05 | 1388.4ms/step | 14.4 samples/s +Step 35400/44000 | Loss: 2.9221 | LR: 4.72e-05 | 1389.1ms/step | 14.4 samples/s +Step 35410/44000 | Loss: 2.8653 | LR: 4.71e-05 | 1388.3ms/step | 14.4 samples/s +Step 35420/44000 | Loss: 2.8611 | LR: 4.70e-05 | 1390.0ms/step | 14.4 samples/s +Step 35430/44000 | Loss: 2.8657 | LR: 4.69e-05 | 1387.9ms/step | 14.4 samples/s +Step 35440/44000 | Loss: 2.9124 | LR: 4.68e-05 | 1385.8ms/step | 14.4 samples/s +Step 35450/44000 | Loss: 2.8945 | LR: 4.67e-05 | 1388.4ms/step | 14.4 samples/s +Step 35460/44000 | Loss: 2.8844 | LR: 4.66e-05 | 1388.5ms/step | 14.4 samples/s +Step 35470/44000 | Loss: 2.8936 | LR: 4.65e-05 | 1386.1ms/step | 14.4 samples/s +Step 35480/44000 | Loss: 2.8998 | LR: 4.64e-05 | 1386.4ms/step | 14.4 samples/s +Step 35490/44000 | Loss: 2.8955 | LR: 4.63e-05 | 1384.9ms/step | 14.4 samples/s +Step 35500/44000 | Loss: 2.8911 | LR: 4.62e-05 | 1385.5ms/step | 14.4 samples/s +Step 35510/44000 | Loss: 2.9132 | LR: 4.61e-05 | 1384.5ms/step | 14.4 samples/s +Step 35520/44000 | Loss: 2.8840 | LR: 4.59e-05 | 1385.0ms/step | 14.4 samples/s +Step 35530/44000 | Loss: 2.8902 | LR: 4.58e-05 | 1387.8ms/step | 14.4 samples/s +Step 35540/44000 | Loss: 2.9003 | LR: 4.57e-05 | 1384.1ms/step | 14.4 samples/s +Step 35550/44000 | Loss: 2.8939 | LR: 4.56e-05 | 1386.2ms/step | 14.4 samples/s +Step 35560/44000 | Loss: 2.8510 | LR: 4.55e-05 | 1386.2ms/step | 14.4 samples/s +Step 35570/44000 | Loss: 2.8725 | LR: 4.54e-05 | 1384.7ms/step | 14.4 samples/s +Step 35580/44000 | Loss: 2.8915 | LR: 4.53e-05 | 1381.7ms/step | 14.5 samples/s +Step 35590/44000 | Loss: 2.8758 | LR: 4.52e-05 | 1386.0ms/step | 14.4 samples/s +Step 35600/44000 | Loss: 2.8682 | LR: 4.51e-05 | 1385.9ms/step | 14.4 samples/s +Step 35610/44000 | Loss: 2.8637 | LR: 4.50e-05 | 1386.6ms/step | 14.4 samples/s +Step 35620/44000 | Loss: 2.8906 | LR: 4.49e-05 | 1387.2ms/step | 14.4 samples/s +Step 35630/44000 | Loss: 2.8711 | LR: 4.48e-05 | 1387.9ms/step | 14.4 samples/s +Step 35640/44000 | Loss: 2.8626 | LR: 4.47e-05 | 1385.9ms/step | 14.4 samples/s +Step 35650/44000 | Loss: 2.8467 | LR: 4.46e-05 | 1386.9ms/step | 14.4 samples/s +Step 35660/44000 | Loss: 2.8830 | LR: 4.45e-05 | 1384.8ms/step | 14.4 samples/s +Step 35670/44000 | Loss: 2.8871 | LR: 4.44e-05 | 1385.4ms/step | 14.4 samples/s +Step 35680/44000 | Loss: 2.8975 | LR: 4.43e-05 | 1385.9ms/step | 14.4 samples/s +Step 35690/44000 | Loss: 2.8685 | LR: 4.42e-05 | 1387.5ms/step | 14.4 samples/s +Step 35700/44000 | Loss: 2.8862 | LR: 4.41e-05 | 1385.5ms/step | 14.4 samples/s +Step 35710/44000 | Loss: 2.9071 | LR: 4.40e-05 | 1381.9ms/step | 14.5 samples/s +Step 35720/44000 | Loss: 2.8830 | LR: 4.39e-05 | 1380.6ms/step | 14.5 samples/s +Step 35730/44000 | Loss: 2.8391 | LR: 4.38e-05 | 1384.6ms/step | 14.4 samples/s +Step 35740/44000 | Loss: 2.8704 | LR: 4.37e-05 | 1385.9ms/step | 14.4 samples/s +Step 35750/44000 | Loss: 2.8559 | LR: 4.36e-05 | 1387.9ms/step | 14.4 samples/s +Step 35760/44000 | Loss: 2.8639 | LR: 4.35e-05 | 1387.6ms/step | 14.4 samples/s +Step 35770/44000 | Loss: 2.8855 | LR: 4.34e-05 | 1388.0ms/step | 14.4 samples/s +Step 35780/44000 | Loss: 2.8777 | LR: 4.33e-05 | 1387.5ms/step | 14.4 samples/s +Step 35790/44000 | Loss: 2.8773 | LR: 4.32e-05 | 1386.3ms/step | 14.4 samples/s +Step 35800/44000 | Loss: 2.8695 | LR: 4.31e-05 | 1387.0ms/step | 14.4 samples/s +Step 35810/44000 | Loss: 2.8973 | LR: 4.29e-05 | 1385.2ms/step | 14.4 samples/s +Step 35820/44000 | Loss: 2.9211 | LR: 4.28e-05 | 1388.5ms/step | 14.4 samples/s +Step 35830/44000 | Loss: 2.8468 | LR: 4.27e-05 | 1388.2ms/step | 14.4 samples/s +Step 35840/44000 | Loss: 2.8605 | LR: 4.26e-05 | 1385.9ms/step | 14.4 samples/s +Step 35850/44000 | Loss: 2.8619 | LR: 4.25e-05 | 1385.0ms/step | 14.4 samples/s +Step 35860/44000 | Loss: 2.8362 | LR: 4.24e-05 | 1385.2ms/step | 14.4 samples/s +Step 35870/44000 | Loss: 2.8618 | LR: 4.23e-05 | 1386.7ms/step | 14.4 samples/s +Step 35880/44000 | Loss: 2.8547 | LR: 4.22e-05 | 1387.6ms/step | 14.4 samples/s +Step 35890/44000 | Loss: 2.8796 | LR: 4.21e-05 | 1386.5ms/step | 14.4 samples/s +Step 35900/44000 | Loss: 2.9049 | LR: 4.20e-05 | 1384.9ms/step | 14.4 samples/s +Step 35910/44000 | Loss: 2.8586 | LR: 4.19e-05 | 1388.3ms/step | 14.4 samples/s +Step 35920/44000 | Loss: 2.8632 | LR: 4.18e-05 | 1388.6ms/step | 14.4 samples/s +Step 35930/44000 | Loss: 2.8826 | LR: 4.17e-05 | 1387.1ms/step | 14.4 samples/s +Step 35940/44000 | Loss: 2.8865 | LR: 4.16e-05 | 1390.4ms/step | 14.4 samples/s +Step 35950/44000 | Loss: 2.8538 | LR: 4.15e-05 | 1386.0ms/step | 14.4 samples/s +Step 35960/44000 | Loss: 2.8799 | LR: 4.14e-05 | 1389.2ms/step | 14.4 samples/s +Step 35970/44000 | Loss: 2.8923 | LR: 4.13e-05 | 1388.3ms/step | 14.4 samples/s +Step 35980/44000 | Loss: 2.8884 | LR: 4.12e-05 | 1388.3ms/step | 14.4 samples/s +Step 35990/44000 | Loss: 2.9025 | LR: 4.11e-05 | 1386.2ms/step | 14.4 samples/s +Step 36000/44000 | Loss: 2.9106 | LR: 4.10e-05 | 1387.8ms/step | 14.4 samples/s +Validation at step 36000: Loss = 2.8944, Perplexity = 18.07 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-36000 +Step 36010/44000 | Loss: 2.8724 | LR: 4.09e-05 | 3872.0ms/step | 5.2 samples/s +Step 36020/44000 | Loss: 2.8643 | LR: 4.08e-05 | 1386.1ms/step | 14.4 samples/s +Step 36030/44000 | Loss: 2.8746 | LR: 4.07e-05 | 1386.4ms/step | 14.4 samples/s +Step 36040/44000 | Loss: 2.8636 | LR: 4.06e-05 | 1388.4ms/step | 14.4 samples/s +Step 36050/44000 | Loss: 2.8868 | LR: 4.05e-05 | 1386.5ms/step | 14.4 samples/s +Step 36060/44000 | Loss: 2.8924 | LR: 4.04e-05 | 1385.2ms/step | 14.4 samples/s +Step 36070/44000 | Loss: 2.8794 | LR: 4.03e-05 | 1388.7ms/step | 14.4 samples/s +Step 36080/44000 | Loss: 2.8659 | LR: 4.02e-05 | 1385.0ms/step | 14.4 samples/s +Step 36090/44000 | Loss: 2.8766 | LR: 4.01e-05 | 1376.9ms/step | 14.5 samples/s +Step 36100/44000 | Loss: 2.8961 | LR: 4.00e-05 | 1377.6ms/step | 14.5 samples/s +Step 36110/44000 | Loss: 2.8739 | LR: 3.99e-05 | 1382.8ms/step | 14.5 samples/s +Step 36120/44000 | Loss: 2.8873 | LR: 3.98e-05 | 1383.0ms/step | 14.5 samples/s +Step 36130/44000 | Loss: 2.8888 | LR: 3.97e-05 | 1385.1ms/step | 14.4 samples/s +Step 36140/44000 | Loss: 2.8773 | LR: 3.97e-05 | 1384.9ms/step | 14.4 samples/s +Step 36150/44000 | Loss: 2.8703 | LR: 3.96e-05 | 1386.9ms/step | 14.4 samples/s +Step 36160/44000 | Loss: 2.9119 | LR: 3.95e-05 | 1386.7ms/step | 14.4 samples/s +Step 36170/44000 | Loss: 2.8808 | LR: 3.94e-05 | 1393.4ms/step | 14.4 samples/s +Step 36180/44000 | Loss: 2.8676 | LR: 3.93e-05 | 1387.0ms/step | 14.4 samples/s +Step 36190/44000 | Loss: 2.8855 | LR: 3.92e-05 | 1386.1ms/step | 14.4 samples/s +Step 36200/44000 | Loss: 2.8517 | LR: 3.91e-05 | 1389.5ms/step | 14.4 samples/s +Step 36210/44000 | Loss: 2.8439 | LR: 3.90e-05 | 1382.0ms/step | 14.5 samples/s +Step 36220/44000 | Loss: 2.8994 | LR: 3.89e-05 | 1379.6ms/step | 14.5 samples/s +Step 36230/44000 | Loss: 2.8882 | LR: 3.88e-05 | 1382.4ms/step | 14.5 samples/s +Step 36240/44000 | Loss: 2.8717 | LR: 3.87e-05 | 1395.8ms/step | 14.3 samples/s +Step 36250/44000 | Loss: 2.8725 | LR: 3.86e-05 | 1390.3ms/step | 14.4 samples/s +Step 36260/44000 | Loss: 2.8872 | LR: 3.85e-05 | 1392.2ms/step | 14.4 samples/s +Step 36270/44000 | Loss: 2.8849 | LR: 3.84e-05 | 1396.1ms/step | 14.3 samples/s +Step 36280/44000 | Loss: 2.8724 | LR: 3.83e-05 | 1399.8ms/step | 14.3 samples/s +Step 36290/44000 | Loss: 2.8683 | LR: 3.82e-05 | 1399.1ms/step | 14.3 samples/s +Step 36300/44000 | Loss: 2.8778 | LR: 3.81e-05 | 1399.2ms/step | 14.3 samples/s +Step 36310/44000 | Loss: 2.8703 | LR: 3.80e-05 | 1399.7ms/step | 14.3 samples/s +Step 36320/44000 | Loss: 2.8300 | LR: 3.79e-05 | 1397.9ms/step | 14.3 samples/s +Step 36330/44000 | Loss: 2.8445 | LR: 3.78e-05 | 1398.1ms/step | 14.3 samples/s +Step 36340/44000 | Loss: 2.8659 | LR: 3.77e-05 | 1395.4ms/step | 14.3 samples/s +Step 36350/44000 | Loss: 2.8618 | LR: 3.76e-05 | 1394.6ms/step | 14.3 samples/s +Step 36360/44000 | Loss: 2.9026 | LR: 3.75e-05 | 1398.1ms/step | 14.3 samples/s +Step 36370/44000 | Loss: 2.8609 | LR: 3.74e-05 | 1399.8ms/step | 14.3 samples/s +Step 36380/44000 | Loss: 2.8805 | LR: 3.73e-05 | 1398.5ms/step | 14.3 samples/s +Step 36390/44000 | Loss: 2.8652 | LR: 3.72e-05 | 1399.6ms/step | 14.3 samples/s +Step 36400/44000 | Loss: 2.8861 | LR: 3.71e-05 | 1397.1ms/step | 14.3 samples/s +Step 36410/44000 | Loss: 2.8740 | LR: 3.70e-05 | 1397.0ms/step | 14.3 samples/s +Step 36420/44000 | Loss: 2.8898 | LR: 3.69e-05 | 1397.7ms/step | 14.3 samples/s +Step 36430/44000 | Loss: 2.8879 | LR: 3.69e-05 | 1396.4ms/step | 14.3 samples/s +Step 36440/44000 | Loss: 2.8783 | LR: 3.68e-05 | 1396.2ms/step | 14.3 samples/s +Step 36450/44000 | Loss: 2.8686 | LR: 3.67e-05 | 1395.8ms/step | 14.3 samples/s +Step 36460/44000 | Loss: 2.8975 | LR: 3.66e-05 | 1391.8ms/step | 14.4 samples/s +Step 36470/44000 | Loss: 2.8620 | LR: 3.65e-05 | 1396.0ms/step | 14.3 samples/s +Step 36480/44000 | Loss: 2.8764 | LR: 3.64e-05 | 1395.3ms/step | 14.3 samples/s +Step 36490/44000 | Loss: 2.8717 | LR: 3.63e-05 | 1394.0ms/step | 14.3 samples/s +Step 36500/44000 | Loss: 2.8842 | LR: 3.62e-05 | 1396.8ms/step | 14.3 samples/s +Step 36510/44000 | Loss: 2.8509 | LR: 3.61e-05 | 1398.3ms/step | 14.3 samples/s +Step 36520/44000 | Loss: 2.8739 | LR: 3.60e-05 | 1398.9ms/step | 14.3 samples/s +Step 36530/44000 | Loss: 2.8722 | LR: 3.59e-05 | 1399.2ms/step | 14.3 samples/s +Step 36540/44000 | Loss: 2.8604 | LR: 3.58e-05 | 1395.7ms/step | 14.3 samples/s +Step 36550/44000 | Loss: 2.8976 | LR: 3.57e-05 | 1396.0ms/step | 14.3 samples/s +Step 36560/44000 | Loss: 2.8928 | LR: 3.56e-05 | 1399.3ms/step | 14.3 samples/s +Step 36570/44000 | Loss: 2.9031 | LR: 3.55e-05 | 1396.2ms/step | 14.3 samples/s +Step 36580/44000 | Loss: 2.8734 | LR: 3.54e-05 | 1396.8ms/step | 14.3 samples/s +Step 36590/44000 | Loss: 2.8814 | LR: 3.53e-05 | 1399.7ms/step | 14.3 samples/s +Step 36600/44000 | Loss: 2.8668 | LR: 3.53e-05 | 1395.9ms/step | 14.3 samples/s +Step 36610/44000 | Loss: 2.8945 | LR: 3.52e-05 | 1398.5ms/step | 14.3 samples/s +Step 36620/44000 | Loss: 2.8842 | LR: 3.51e-05 | 1395.8ms/step | 14.3 samples/s +Step 36630/44000 | Loss: 2.8814 | LR: 3.50e-05 | 1391.9ms/step | 14.4 samples/s +Step 36640/44000 | Loss: 2.8690 | LR: 3.49e-05 | 1398.2ms/step | 14.3 samples/s +Step 36650/44000 | Loss: 2.8659 | LR: 3.48e-05 | 1397.9ms/step | 14.3 samples/s +Step 36660/44000 | Loss: 2.9269 | LR: 3.47e-05 | 1400.0ms/step | 14.3 samples/s +Step 36670/44000 | Loss: 2.8710 | LR: 3.46e-05 | 1395.0ms/step | 14.3 samples/s +Step 36680/44000 | Loss: 2.8941 | LR: 3.45e-05 | 1399.3ms/step | 14.3 samples/s +Step 36690/44000 | Loss: 2.8945 | LR: 3.44e-05 | 1396.2ms/step | 14.3 samples/s +Step 36700/44000 | Loss: 2.8700 | LR: 3.43e-05 | 1395.9ms/step | 14.3 samples/s +Step 36710/44000 | Loss: 2.8617 | LR: 3.42e-05 | 1396.0ms/step | 14.3 samples/s +Step 36720/44000 | Loss: 2.8748 | LR: 3.41e-05 | 1400.0ms/step | 14.3 samples/s +Step 36730/44000 | Loss: 2.8687 | LR: 3.41e-05 | 1391.2ms/step | 14.4 samples/s +Step 36740/44000 | Loss: 2.9037 | LR: 3.40e-05 | 1392.3ms/step | 14.4 samples/s +Step 36750/44000 | Loss: 2.8764 | LR: 3.39e-05 | 1392.7ms/step | 14.4 samples/s +Step 36760/44000 | Loss: 2.8746 | LR: 3.38e-05 | 1395.0ms/step | 14.3 samples/s +Step 36770/44000 | Loss: 2.9035 | LR: 3.37e-05 | 1396.5ms/step | 14.3 samples/s +Step 36780/44000 | Loss: 2.8756 | LR: 3.36e-05 | 1394.4ms/step | 14.3 samples/s +Step 36790/44000 | Loss: 2.8562 | LR: 3.35e-05 | 1396.1ms/step | 14.3 samples/s +Step 36800/44000 | Loss: 2.8787 | LR: 3.34e-05 | 1394.0ms/step | 14.3 samples/s +Step 36810/44000 | Loss: 2.8978 | LR: 3.33e-05 | 1397.5ms/step | 14.3 samples/s +Step 36820/44000 | Loss: 2.9138 | LR: 3.32e-05 | 1394.4ms/step | 14.3 samples/s +Step 36830/44000 | Loss: 2.9074 | LR: 3.31e-05 | 1396.1ms/step | 14.3 samples/s +Step 36840/44000 | Loss: 2.9045 | LR: 3.31e-05 | 1393.7ms/step | 14.4 samples/s +Step 36850/44000 | Loss: 2.8979 | LR: 3.30e-05 | 1396.4ms/step | 14.3 samples/s +Step 36860/44000 | Loss: 2.8673 | LR: 3.29e-05 | 1398.1ms/step | 14.3 samples/s +Step 36870/44000 | Loss: 2.8732 | LR: 3.28e-05 | 1396.7ms/step | 14.3 samples/s +Step 36880/44000 | Loss: 2.8964 | LR: 3.27e-05 | 1395.5ms/step | 14.3 samples/s +Step 36890/44000 | Loss: 2.8973 | LR: 3.26e-05 | 1395.2ms/step | 14.3 samples/s +Step 36900/44000 | Loss: 2.8590 | LR: 3.25e-05 | 1396.6ms/step | 14.3 samples/s +Step 36910/44000 | Loss: 2.8748 | LR: 3.24e-05 | 1398.2ms/step | 14.3 samples/s +Step 36920/44000 | Loss: 2.8576 | LR: 3.23e-05 | 1399.6ms/step | 14.3 samples/s +Step 36930/44000 | Loss: 2.8741 | LR: 3.22e-05 | 1398.2ms/step | 14.3 samples/s +Step 36940/44000 | Loss: 2.8940 | LR: 3.22e-05 | 1394.1ms/step | 14.3 samples/s +Step 36950/44000 | Loss: 2.8864 | LR: 3.21e-05 | 1397.8ms/step | 14.3 samples/s +Step 36960/44000 | Loss: 2.8891 | LR: 3.20e-05 | 1397.9ms/step | 14.3 samples/s +Step 36970/44000 | Loss: 2.8831 | LR: 3.19e-05 | 1394.4ms/step | 14.3 samples/s +Step 36980/44000 | Loss: 2.9009 | LR: 3.18e-05 | 1399.0ms/step | 14.3 samples/s +Step 36990/44000 | Loss: 2.8759 | LR: 3.17e-05 | 1395.5ms/step | 14.3 samples/s +Step 37000/44000 | Loss: 2.8833 | LR: 3.16e-05 | 1397.2ms/step | 14.3 samples/s +Validation at step 37000: Loss = 2.8939, Perplexity = 18.06 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-37000 +Step 37010/44000 | Loss: 2.8575 | LR: 3.15e-05 | 3934.0ms/step | 5.1 samples/s +Step 37020/44000 | Loss: 2.8864 | LR: 3.15e-05 | 1390.1ms/step | 14.4 samples/s +Step 37030/44000 | Loss: 2.8456 | LR: 3.14e-05 | 1396.2ms/step | 14.3 samples/s +Step 37040/44000 | Loss: 2.8619 | LR: 3.13e-05 | 1396.0ms/step | 14.3 samples/s +Step 37050/44000 | Loss: 2.8784 | LR: 3.12e-05 | 1395.9ms/step | 14.3 samples/s +Step 37060/44000 | Loss: 2.8555 | LR: 3.11e-05 | 1398.1ms/step | 14.3 samples/s +Step 37070/44000 | Loss: 2.8884 | LR: 3.10e-05 | 1397.8ms/step | 14.3 samples/s +Step 37080/44000 | Loss: 2.8519 | LR: 3.09e-05 | 1398.2ms/step | 14.3 samples/s +Step 37090/44000 | Loss: 2.8587 | LR: 3.08e-05 | 1396.0ms/step | 14.3 samples/s +Step 37100/44000 | Loss: 2.8916 | LR: 3.07e-05 | 1394.1ms/step | 14.3 samples/s +Step 37110/44000 | Loss: 2.9098 | LR: 3.07e-05 | 1391.6ms/step | 14.4 samples/s +Step 37120/44000 | Loss: 2.8573 | LR: 3.06e-05 | 1394.4ms/step | 14.3 samples/s +Step 37130/44000 | Loss: 2.8747 | LR: 3.05e-05 | 1389.6ms/step | 14.4 samples/s +Step 37140/44000 | Loss: 2.8856 | LR: 3.04e-05 | 1391.8ms/step | 14.4 samples/s +Step 37150/44000 | Loss: 2.9027 | LR: 3.03e-05 | 1390.5ms/step | 14.4 samples/s +Step 37160/44000 | Loss: 2.8784 | LR: 3.02e-05 | 1393.0ms/step | 14.4 samples/s +Step 37170/44000 | Loss: 2.8813 | LR: 3.01e-05 | 1390.7ms/step | 14.4 samples/s +Step 37180/44000 | Loss: 2.8662 | LR: 3.01e-05 | 1388.7ms/step | 14.4 samples/s +Step 37190/44000 | Loss: 2.8911 | LR: 3.00e-05 | 1389.3ms/step | 14.4 samples/s +Step 37200/44000 | Loss: 2.8746 | LR: 2.99e-05 | 1389.6ms/step | 14.4 samples/s +Step 37210/44000 | Loss: 2.8460 | LR: 2.98e-05 | 1392.6ms/step | 14.4 samples/s +Step 37220/44000 | Loss: 2.8648 | LR: 2.97e-05 | 1392.1ms/step | 14.4 samples/s +Step 37230/44000 | Loss: 2.8647 | LR: 2.96e-05 | 1390.6ms/step | 14.4 samples/s +Step 37240/44000 | Loss: 2.8473 | LR: 2.95e-05 | 1386.4ms/step | 14.4 samples/s +Step 37250/44000 | Loss: 2.8457 | LR: 2.95e-05 | 1384.9ms/step | 14.4 samples/s +Step 37260/44000 | Loss: 2.8714 | LR: 2.94e-05 | 1387.6ms/step | 14.4 samples/s +Step 37270/44000 | Loss: 2.8803 | LR: 2.93e-05 | 1388.2ms/step | 14.4 samples/s +Step 37280/44000 | Loss: 2.8754 | LR: 2.92e-05 | 1388.6ms/step | 14.4 samples/s +Step 37290/44000 | Loss: 2.9006 | LR: 2.91e-05 | 1391.9ms/step | 14.4 samples/s +Step 37300/44000 | Loss: 2.8685 | LR: 2.90e-05 | 1391.0ms/step | 14.4 samples/s +Step 37310/44000 | Loss: 2.8874 | LR: 2.89e-05 | 1390.7ms/step | 14.4 samples/s +Step 37320/44000 | Loss: 2.8800 | LR: 2.89e-05 | 1393.7ms/step | 14.4 samples/s +Step 37330/44000 | Loss: 2.8351 | LR: 2.88e-05 | 1391.1ms/step | 14.4 samples/s +Step 37340/44000 | Loss: 2.8762 | LR: 2.87e-05 | 1391.4ms/step | 14.4 samples/s +Step 37350/44000 | Loss: 2.8645 | LR: 2.86e-05 | 1391.6ms/step | 14.4 samples/s +Step 37360/44000 | Loss: 2.8797 | LR: 2.85e-05 | 1392.4ms/step | 14.4 samples/s +Step 37370/44000 | Loss: 2.8752 | LR: 2.84e-05 | 1392.2ms/step | 14.4 samples/s +Step 37380/44000 | Loss: 2.8611 | LR: 2.84e-05 | 1388.4ms/step | 14.4 samples/s +Step 37390/44000 | Loss: 2.8496 | LR: 2.83e-05 | 1388.8ms/step | 14.4 samples/s +Step 37400/44000 | Loss: 2.9013 | LR: 2.82e-05 | 1390.8ms/step | 14.4 samples/s +Step 37410/44000 | Loss: 2.8810 | LR: 2.81e-05 | 1392.8ms/step | 14.4 samples/s +Step 37420/44000 | Loss: 2.8903 | LR: 2.80e-05 | 1393.7ms/step | 14.3 samples/s +Step 37430/44000 | Loss: 2.9075 | LR: 2.79e-05 | 1391.3ms/step | 14.4 samples/s +Step 37440/44000 | Loss: 2.8619 | LR: 2.78e-05 | 1389.9ms/step | 14.4 samples/s +Step 37450/44000 | Loss: 2.8550 | LR: 2.78e-05 | 1390.5ms/step | 14.4 samples/s +Step 37460/44000 | Loss: 2.8830 | LR: 2.77e-05 | 1391.6ms/step | 14.4 samples/s +Step 37470/44000 | Loss: 2.8695 | LR: 2.76e-05 | 1389.5ms/step | 14.4 samples/s +Step 37480/44000 | Loss: 2.8697 | LR: 2.75e-05 | 1390.0ms/step | 14.4 samples/s +Step 37490/44000 | Loss: 2.8923 | LR: 2.74e-05 | 1392.1ms/step | 14.4 samples/s +Step 37500/44000 | Loss: 2.8658 | LR: 2.74e-05 | 1394.1ms/step | 14.3 samples/s +Step 37510/44000 | Loss: 2.8941 | LR: 2.73e-05 | 1392.1ms/step | 14.4 samples/s +Step 37520/44000 | Loss: 2.8868 | LR: 2.72e-05 | 1394.0ms/step | 14.3 samples/s +Step 37530/44000 | Loss: 2.8989 | LR: 2.71e-05 | 1396.1ms/step | 14.3 samples/s +Step 37540/44000 | Loss: 2.8726 | LR: 2.70e-05 | 1392.0ms/step | 14.4 samples/s +Step 37550/44000 | Loss: 2.8523 | LR: 2.69e-05 | 1385.0ms/step | 14.4 samples/s +Step 37560/44000 | Loss: 2.8610 | LR: 2.69e-05 | 1387.7ms/step | 14.4 samples/s +Step 37570/44000 | Loss: 2.8671 | LR: 2.68e-05 | 1387.1ms/step | 14.4 samples/s +Step 37580/44000 | Loss: 2.8868 | LR: 2.67e-05 | 1389.2ms/step | 14.4 samples/s +Step 37590/44000 | Loss: 2.8709 | LR: 2.66e-05 | 1388.9ms/step | 14.4 samples/s +Step 37600/44000 | Loss: 2.8567 | LR: 2.65e-05 | 1388.2ms/step | 14.4 samples/s +Step 37610/44000 | Loss: 2.8926 | LR: 2.65e-05 | 1392.2ms/step | 14.4 samples/s +Step 37620/44000 | Loss: 2.8762 | LR: 2.64e-05 | 1391.9ms/step | 14.4 samples/s +Step 37630/44000 | Loss: 2.8875 | LR: 2.63e-05 | 1391.9ms/step | 14.4 samples/s +Step 37640/44000 | Loss: 2.8970 | LR: 2.62e-05 | 1392.5ms/step | 14.4 samples/s +Step 37650/44000 | Loss: 2.8923 | LR: 2.61e-05 | 1392.1ms/step | 14.4 samples/s +Step 37660/44000 | Loss: 2.8622 | LR: 2.60e-05 | 1389.4ms/step | 14.4 samples/s +Step 37670/44000 | Loss: 2.8939 | LR: 2.60e-05 | 1390.3ms/step | 14.4 samples/s +Step 37680/44000 | Loss: 2.8916 | LR: 2.59e-05 | 1397.3ms/step | 14.3 samples/s +Step 37690/44000 | Loss: 2.8935 | LR: 2.58e-05 | 1392.5ms/step | 14.4 samples/s +Step 37700/44000 | Loss: 2.8979 | LR: 2.57e-05 | 1393.7ms/step | 14.4 samples/s +Step 37710/44000 | Loss: 2.8620 | LR: 2.56e-05 | 1392.1ms/step | 14.4 samples/s +Step 37720/44000 | Loss: 2.8706 | LR: 2.56e-05 | 1386.9ms/step | 14.4 samples/s +Step 37730/44000 | Loss: 2.8522 | LR: 2.55e-05 | 1388.2ms/step | 14.4 samples/s +Step 37740/44000 | Loss: 2.8663 | LR: 2.54e-05 | 1390.1ms/step | 14.4 samples/s +Step 37750/44000 | Loss: 2.8821 | LR: 2.53e-05 | 1389.0ms/step | 14.4 samples/s +Step 37760/44000 | Loss: 2.8973 | LR: 2.52e-05 | 1384.1ms/step | 14.5 samples/s +Step 37770/44000 | Loss: 2.8565 | LR: 2.52e-05 | 1385.6ms/step | 14.4 samples/s +Step 37780/44000 | Loss: 2.8717 | LR: 2.51e-05 | 1385.7ms/step | 14.4 samples/s +Step 37790/44000 | Loss: 2.8501 | LR: 2.50e-05 | 1388.1ms/step | 14.4 samples/s +Step 37800/44000 | Loss: 2.8845 | LR: 2.49e-05 | 1388.3ms/step | 14.4 samples/s +Step 37810/44000 | Loss: 2.8881 | LR: 2.48e-05 | 1391.4ms/step | 14.4 samples/s +Step 37820/44000 | Loss: 2.8721 | LR: 2.48e-05 | 1390.1ms/step | 14.4 samples/s +Step 37830/44000 | Loss: 2.8687 | LR: 2.47e-05 | 1391.4ms/step | 14.4 samples/s +Step 37840/44000 | Loss: 2.9119 | LR: 2.46e-05 | 1390.1ms/step | 14.4 samples/s +Step 37850/44000 | Loss: 2.8716 | LR: 2.45e-05 | 1393.3ms/step | 14.4 samples/s +Step 37860/44000 | Loss: 2.8677 | LR: 2.45e-05 | 1391.9ms/step | 14.4 samples/s +Step 37870/44000 | Loss: 2.8863 | LR: 2.44e-05 | 1394.4ms/step | 14.3 samples/s +Step 37880/44000 | Loss: 2.8665 | LR: 2.43e-05 | 1394.0ms/step | 14.3 samples/s +Step 37890/44000 | Loss: 2.8838 | LR: 2.42e-05 | 1396.0ms/step | 14.3 samples/s +Step 37900/44000 | Loss: 2.8767 | LR: 2.41e-05 | 1399.9ms/step | 14.3 samples/s +Step 37910/44000 | Loss: 2.8772 | LR: 2.41e-05 | 1390.2ms/step | 14.4 samples/s +Step 37920/44000 | Loss: 2.8485 | LR: 2.40e-05 | 1387.5ms/step | 14.4 samples/s +Step 37930/44000 | Loss: 2.8881 | LR: 2.39e-05 | 1390.1ms/step | 14.4 samples/s +Step 37940/44000 | Loss: 2.8664 | LR: 2.38e-05 | 1390.0ms/step | 14.4 samples/s +Step 37950/44000 | Loss: 2.8580 | LR: 2.38e-05 | 1390.4ms/step | 14.4 samples/s +Step 37960/44000 | Loss: 2.8657 | LR: 2.37e-05 | 1394.1ms/step | 14.3 samples/s +Step 37970/44000 | Loss: 2.8535 | LR: 2.36e-05 | 1395.9ms/step | 14.3 samples/s +Step 37980/44000 | Loss: 2.8896 | LR: 2.35e-05 | 1395.6ms/step | 14.3 samples/s +Step 37990/44000 | Loss: 2.8799 | LR: 2.34e-05 | 1395.3ms/step | 14.3 samples/s +Step 38000/44000 | Loss: 2.8806 | LR: 2.34e-05 | 1395.0ms/step | 14.3 samples/s +Validation at step 38000: Loss = 2.8935, Perplexity = 18.06 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-38000 +Step 38010/44000 | Loss: 2.8892 | LR: 2.33e-05 | 3901.8ms/step | 5.1 samples/s +Step 38020/44000 | Loss: 2.8364 | LR: 2.32e-05 | 1384.3ms/step | 14.4 samples/s +Step 38030/44000 | Loss: 2.8455 | LR: 2.31e-05 | 1389.3ms/step | 14.4 samples/s +Step 38040/44000 | Loss: 2.8794 | LR: 2.31e-05 | 1387.7ms/step | 14.4 samples/s +Step 38050/44000 | Loss: 2.8755 | LR: 2.30e-05 | 1390.3ms/step | 14.4 samples/s +Step 38060/44000 | Loss: 2.8660 | LR: 2.29e-05 | 1390.6ms/step | 14.4 samples/s +Step 38070/44000 | Loss: 2.8540 | LR: 2.28e-05 | 1391.0ms/step | 14.4 samples/s +Step 38080/44000 | Loss: 2.8673 | LR: 2.28e-05 | 1389.1ms/step | 14.4 samples/s +Step 38090/44000 | Loss: 2.9043 | LR: 2.27e-05 | 1391.8ms/step | 14.4 samples/s +Step 38100/44000 | Loss: 2.8630 | LR: 2.26e-05 | 1396.1ms/step | 14.3 samples/s +Step 38110/44000 | Loss: 2.8862 | LR: 2.25e-05 | 1393.3ms/step | 14.4 samples/s +Step 38120/44000 | Loss: 2.8194 | LR: 2.25e-05 | 1394.6ms/step | 14.3 samples/s +Step 38130/44000 | Loss: 2.8885 | LR: 2.24e-05 | 1392.2ms/step | 14.4 samples/s +Step 38140/44000 | Loss: 2.8894 | LR: 2.23e-05 | 1389.8ms/step | 14.4 samples/s +Step 38150/44000 | Loss: 2.8763 | LR: 2.22e-05 | 1392.0ms/step | 14.4 samples/s +Step 38160/44000 | Loss: 2.8759 | LR: 2.22e-05 | 1390.9ms/step | 14.4 samples/s +Step 38170/44000 | Loss: 2.8806 | LR: 2.21e-05 | 1388.4ms/step | 14.4 samples/s +Step 38180/44000 | Loss: 2.8766 | LR: 2.20e-05 | 1392.2ms/step | 14.4 samples/s +Step 38190/44000 | Loss: 2.8642 | LR: 2.19e-05 | 1389.8ms/step | 14.4 samples/s +Step 38200/44000 | Loss: 2.8764 | LR: 2.19e-05 | 1387.5ms/step | 14.4 samples/s +Step 38210/44000 | Loss: 2.9138 | LR: 2.18e-05 | 1389.3ms/step | 14.4 samples/s +Step 38220/44000 | Loss: 2.8997 | LR: 2.17e-05 | 1392.9ms/step | 14.4 samples/s +Step 38230/44000 | Loss: 2.8687 | LR: 2.16e-05 | 1392.2ms/step | 14.4 samples/s +Step 38240/44000 | Loss: 2.8941 | LR: 2.16e-05 | 1389.7ms/step | 14.4 samples/s +Step 38250/44000 | Loss: 2.8678 | LR: 2.15e-05 | 1393.2ms/step | 14.4 samples/s +Step 38260/44000 | Loss: 2.8873 | LR: 2.14e-05 | 1392.3ms/step | 14.4 samples/s +Step 38270/44000 | Loss: 2.8705 | LR: 2.13e-05 | 1390.4ms/step | 14.4 samples/s +Step 38280/44000 | Loss: 2.9018 | LR: 2.13e-05 | 1387.3ms/step | 14.4 samples/s +Step 38290/44000 | Loss: 2.8759 | LR: 2.12e-05 | 1387.3ms/step | 14.4 samples/s +Step 38300/44000 | Loss: 2.8564 | LR: 2.11e-05 | 1391.2ms/step | 14.4 samples/s +Step 38310/44000 | Loss: 2.8983 | LR: 2.11e-05 | 1391.3ms/step | 14.4 samples/s +Step 38320/44000 | Loss: 2.8798 | LR: 2.10e-05 | 1388.5ms/step | 14.4 samples/s +Step 38330/44000 | Loss: 2.8771 | LR: 2.09e-05 | 1389.8ms/step | 14.4 samples/s +Step 38340/44000 | Loss: 2.8557 | LR: 2.08e-05 | 1390.4ms/step | 14.4 samples/s +Step 38350/44000 | Loss: 2.8748 | LR: 2.08e-05 | 1391.8ms/step | 14.4 samples/s +Step 38360/44000 | Loss: 2.8501 | LR: 2.07e-05 | 1391.9ms/step | 14.4 samples/s +Step 38370/44000 | Loss: 2.9411 | LR: 2.06e-05 | 1393.6ms/step | 14.4 samples/s +Step 38380/44000 | Loss: 2.8875 | LR: 2.05e-05 | 1388.4ms/step | 14.4 samples/s +Step 38390/44000 | Loss: 2.8605 | LR: 2.05e-05 | 1392.1ms/step | 14.4 samples/s +Step 38400/44000 | Loss: 2.8584 | LR: 2.04e-05 | 1393.6ms/step | 14.4 samples/s +Step 38410/44000 | Loss: 2.8557 | LR: 2.03e-05 | 1392.1ms/step | 14.4 samples/s +Step 38420/44000 | Loss: 2.8600 | LR: 2.03e-05 | 1388.4ms/step | 14.4 samples/s +Step 38430/44000 | Loss: 2.8199 | LR: 2.02e-05 | 1390.1ms/step | 14.4 samples/s +Step 38440/44000 | Loss: 2.8869 | LR: 2.01e-05 | 1391.4ms/step | 14.4 samples/s +Step 38450/44000 | Loss: 2.8897 | LR: 2.00e-05 | 1390.2ms/step | 14.4 samples/s +Step 38460/44000 | Loss: 2.8698 | LR: 2.00e-05 | 1390.1ms/step | 14.4 samples/s +Step 38470/44000 | Loss: 2.8766 | LR: 1.99e-05 | 1391.9ms/step | 14.4 samples/s +Step 38480/44000 | Loss: 2.8886 | LR: 1.98e-05 | 1392.3ms/step | 14.4 samples/s +Step 38490/44000 | Loss: 2.8543 | LR: 1.98e-05 | 1392.8ms/step | 14.4 samples/s +Step 38500/44000 | Loss: 2.8902 | LR: 1.97e-05 | 1391.2ms/step | 14.4 samples/s +Step 38510/44000 | Loss: 2.8630 | LR: 1.96e-05 | 1393.4ms/step | 14.4 samples/s +Step 38520/44000 | Loss: 2.8968 | LR: 1.95e-05 | 1390.3ms/step | 14.4 samples/s +Step 38530/44000 | Loss: 2.8799 | LR: 1.95e-05 | 1388.3ms/step | 14.4 samples/s +Step 38540/44000 | Loss: 2.8537 | LR: 1.94e-05 | 1389.6ms/step | 14.4 samples/s +Step 38550/44000 | Loss: 2.8794 | LR: 1.93e-05 | 1389.4ms/step | 14.4 samples/s +Step 38560/44000 | Loss: 2.8836 | LR: 1.93e-05 | 1388.7ms/step | 14.4 samples/s +Step 38570/44000 | Loss: 2.8803 | LR: 1.92e-05 | 1391.3ms/step | 14.4 samples/s +Step 38580/44000 | Loss: 2.9048 | LR: 1.91e-05 | 1389.2ms/step | 14.4 samples/s +Step 38590/44000 | Loss: 2.8557 | LR: 1.91e-05 | 1393.2ms/step | 14.4 samples/s +Step 38600/44000 | Loss: 2.8697 | LR: 1.90e-05 | 1389.9ms/step | 14.4 samples/s +Step 38610/44000 | Loss: 2.8523 | LR: 1.89e-05 | 1389.2ms/step | 14.4 samples/s +Step 38620/44000 | Loss: 2.8515 | LR: 1.88e-05 | 1393.6ms/step | 14.4 samples/s +Step 38630/44000 | Loss: 2.8926 | LR: 1.88e-05 | 1392.9ms/step | 14.4 samples/s +Step 38640/44000 | Loss: 2.8693 | LR: 1.87e-05 | 1391.0ms/step | 14.4 samples/s +Step 38650/44000 | Loss: 2.8489 | LR: 1.86e-05 | 1392.8ms/step | 14.4 samples/s +Step 38660/44000 | Loss: 2.8792 | LR: 1.86e-05 | 1389.1ms/step | 14.4 samples/s +Step 38670/44000 | Loss: 2.8810 | LR: 1.85e-05 | 1391.8ms/step | 14.4 samples/s +Step 38680/44000 | Loss: 2.8855 | LR: 1.84e-05 | 1390.2ms/step | 14.4 samples/s +Step 38690/44000 | Loss: 2.8816 | LR: 1.84e-05 | 1391.9ms/step | 14.4 samples/s +Step 38700/44000 | Loss: 2.8587 | LR: 1.83e-05 | 1387.2ms/step | 14.4 samples/s +Step 38710/44000 | Loss: 2.8598 | LR: 1.82e-05 | 1392.8ms/step | 14.4 samples/s +Step 38720/44000 | Loss: 2.8584 | LR: 1.82e-05 | 1391.5ms/step | 14.4 samples/s +Step 38730/44000 | Loss: 2.9088 | LR: 1.81e-05 | 1392.1ms/step | 14.4 samples/s +Step 38740/44000 | Loss: 2.8452 | LR: 1.80e-05 | 1388.4ms/step | 14.4 samples/s +Step 38750/44000 | Loss: 2.8768 | LR: 1.80e-05 | 1388.7ms/step | 14.4 samples/s +Step 38760/44000 | Loss: 2.8517 | LR: 1.79e-05 | 1389.0ms/step | 14.4 samples/s +Step 38770/44000 | Loss: 2.8887 | LR: 1.78e-05 | 1389.8ms/step | 14.4 samples/s +Step 38780/44000 | Loss: 2.8755 | LR: 1.78e-05 | 1388.3ms/step | 14.4 samples/s +Step 38790/44000 | Loss: 2.8613 | LR: 1.77e-05 | 1388.5ms/step | 14.4 samples/s +Step 38800/44000 | Loss: 2.8962 | LR: 1.76e-05 | 1390.1ms/step | 14.4 samples/s +Step 38810/44000 | Loss: 2.8870 | LR: 1.76e-05 | 1391.5ms/step | 14.4 samples/s +Step 38820/44000 | Loss: 2.8775 | LR: 1.75e-05 | 1386.4ms/step | 14.4 samples/s +Step 38830/44000 | Loss: 2.8669 | LR: 1.74e-05 | 1389.8ms/step | 14.4 samples/s +Step 38840/44000 | Loss: 2.8769 | LR: 1.74e-05 | 1391.2ms/step | 14.4 samples/s +Step 38850/44000 | Loss: 2.8293 | LR: 1.73e-05 | 1392.7ms/step | 14.4 samples/s +Step 38860/44000 | Loss: 2.9117 | LR: 1.72e-05 | 1394.1ms/step | 14.3 samples/s +Step 38870/44000 | Loss: 2.8687 | LR: 1.72e-05 | 1390.8ms/step | 14.4 samples/s +Step 38880/44000 | Loss: 2.8892 | LR: 1.71e-05 | 1389.7ms/step | 14.4 samples/s +Step 38890/44000 | Loss: 2.8772 | LR: 1.70e-05 | 1390.3ms/step | 14.4 samples/s +Step 38900/44000 | Loss: 2.8818 | LR: 1.70e-05 | 1391.6ms/step | 14.4 samples/s +Step 38910/44000 | Loss: 2.8464 | LR: 1.69e-05 | 1391.9ms/step | 14.4 samples/s +Step 38920/44000 | Loss: 2.8989 | LR: 1.68e-05 | 1391.3ms/step | 14.4 samples/s +Step 38930/44000 | Loss: 2.9211 | LR: 1.68e-05 | 1392.8ms/step | 14.4 samples/s +Step 38940/44000 | Loss: 2.8595 | LR: 1.67e-05 | 1392.6ms/step | 14.4 samples/s +Step 38950/44000 | Loss: 2.9032 | LR: 1.66e-05 | 1393.3ms/step | 14.4 samples/s +Step 38960/44000 | Loss: 2.8701 | LR: 1.66e-05 | 1393.4ms/step | 14.4 samples/s +Step 38970/44000 | Loss: 2.9141 | LR: 1.65e-05 | 1392.6ms/step | 14.4 samples/s +Step 38980/44000 | Loss: 2.8572 | LR: 1.64e-05 | 1395.9ms/step | 14.3 samples/s +Step 38990/44000 | Loss: 2.9012 | LR: 1.64e-05 | 1394.7ms/step | 14.3 samples/s +Step 39000/44000 | Loss: 2.8568 | LR: 1.63e-05 | 1391.1ms/step | 14.4 samples/s +Validation at step 39000: Loss = 2.8933, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-39000 +Step 39010/44000 | Loss: 2.8947 | LR: 1.62e-05 | 3896.6ms/step | 5.1 samples/s +Step 39020/44000 | Loss: 2.8652 | LR: 1.62e-05 | 1383.8ms/step | 14.5 samples/s +Step 39030/44000 | Loss: 2.8546 | LR: 1.61e-05 | 1385.9ms/step | 14.4 samples/s +Step 39040/44000 | Loss: 2.8962 | LR: 1.61e-05 | 1386.9ms/step | 14.4 samples/s +Step 39050/44000 | Loss: 2.8814 | LR: 1.60e-05 | 1386.0ms/step | 14.4 samples/s +Step 39060/44000 | Loss: 2.8731 | LR: 1.59e-05 | 1386.4ms/step | 14.4 samples/s +Step 39070/44000 | Loss: 2.8751 | LR: 1.59e-05 | 1390.7ms/step | 14.4 samples/s +Step 39080/44000 | Loss: 2.9002 | LR: 1.58e-05 | 1391.6ms/step | 14.4 samples/s +Step 39090/44000 | Loss: 2.8531 | LR: 1.57e-05 | 1384.7ms/step | 14.4 samples/s +Step 39100/44000 | Loss: 2.8646 | LR: 1.57e-05 | 1381.3ms/step | 14.5 samples/s +Step 39110/44000 | Loss: 2.8874 | LR: 1.56e-05 | 1386.3ms/step | 14.4 samples/s +Step 39120/44000 | Loss: 2.8493 | LR: 1.55e-05 | 1388.4ms/step | 14.4 samples/s +Step 39130/44000 | Loss: 2.8916 | LR: 1.55e-05 | 1389.6ms/step | 14.4 samples/s +Step 39140/44000 | Loss: 2.8829 | LR: 1.54e-05 | 1387.0ms/step | 14.4 samples/s +Step 39150/44000 | Loss: 2.8668 | LR: 1.54e-05 | 1384.6ms/step | 14.4 samples/s +Step 39160/44000 | Loss: 2.8911 | LR: 1.53e-05 | 1384.5ms/step | 14.4 samples/s +Step 39170/44000 | Loss: 2.8927 | LR: 1.52e-05 | 1390.2ms/step | 14.4 samples/s +Step 39180/44000 | Loss: 2.8913 | LR: 1.52e-05 | 1391.8ms/step | 14.4 samples/s +Step 39190/44000 | Loss: 2.8934 | LR: 1.51e-05 | 1390.8ms/step | 14.4 samples/s +Step 39200/44000 | Loss: 2.8883 | LR: 1.50e-05 | 1391.3ms/step | 14.4 samples/s +Step 39210/44000 | Loss: 2.8897 | LR: 1.50e-05 | 1391.7ms/step | 14.4 samples/s +Step 39220/44000 | Loss: 2.8841 | LR: 1.49e-05 | 1391.4ms/step | 14.4 samples/s +Step 39230/44000 | Loss: 2.8784 | LR: 1.49e-05 | 1392.9ms/step | 14.4 samples/s +Step 39240/44000 | Loss: 2.8853 | LR: 1.48e-05 | 1391.9ms/step | 14.4 samples/s +Step 39250/44000 | Loss: 2.8860 | LR: 1.47e-05 | 1391.4ms/step | 14.4 samples/s +Step 39260/44000 | Loss: 2.8570 | LR: 1.47e-05 | 1390.8ms/step | 14.4 samples/s +Step 39270/44000 | Loss: 2.8857 | LR: 1.46e-05 | 1392.5ms/step | 14.4 samples/s +Step 39280/44000 | Loss: 2.8866 | LR: 1.46e-05 | 1391.3ms/step | 14.4 samples/s +Step 39290/44000 | Loss: 2.8972 | LR: 1.45e-05 | 1390.4ms/step | 14.4 samples/s +Step 39300/44000 | Loss: 2.8952 | LR: 1.44e-05 | 1395.4ms/step | 14.3 samples/s +Step 39310/44000 | Loss: 2.9174 | LR: 1.44e-05 | 1394.5ms/step | 14.3 samples/s +Step 39320/44000 | Loss: 2.8685 | LR: 1.43e-05 | 1398.1ms/step | 14.3 samples/s +Step 39330/44000 | Loss: 2.8524 | LR: 1.42e-05 | 1396.1ms/step | 14.3 samples/s +Step 39340/44000 | Loss: 2.9131 | LR: 1.42e-05 | 1393.7ms/step | 14.4 samples/s +Step 39350/44000 | Loss: 2.8874 | LR: 1.41e-05 | 1392.6ms/step | 14.4 samples/s +Step 39360/44000 | Loss: 2.8949 | LR: 1.41e-05 | 1393.6ms/step | 14.4 samples/s +Step 39370/44000 | Loss: 2.8901 | LR: 1.40e-05 | 1397.7ms/step | 14.3 samples/s +Step 39380/44000 | Loss: 2.8821 | LR: 1.39e-05 | 1394.3ms/step | 14.3 samples/s +Step 39390/44000 | Loss: 2.8509 | LR: 1.39e-05 | 1396.1ms/step | 14.3 samples/s +Step 39400/44000 | Loss: 2.8711 | LR: 1.38e-05 | 1394.0ms/step | 14.3 samples/s +Step 39410/44000 | Loss: 2.8925 | LR: 1.38e-05 | 1396.2ms/step | 14.3 samples/s +Step 39420/44000 | Loss: 2.8488 | LR: 1.37e-05 | 1397.1ms/step | 14.3 samples/s +Step 39430/44000 | Loss: 2.8585 | LR: 1.36e-05 | 1390.5ms/step | 14.4 samples/s +Step 39440/44000 | Loss: 2.8940 | LR: 1.36e-05 | 1389.9ms/step | 14.4 samples/s +Step 39450/44000 | Loss: 2.8702 | LR: 1.35e-05 | 1391.1ms/step | 14.4 samples/s +Step 39460/44000 | Loss: 2.8502 | LR: 1.35e-05 | 1391.4ms/step | 14.4 samples/s +Step 39470/44000 | Loss: 2.8427 | LR: 1.34e-05 | 1389.8ms/step | 14.4 samples/s +Step 39480/44000 | Loss: 2.9046 | LR: 1.34e-05 | 1391.0ms/step | 14.4 samples/s +Step 39490/44000 | Loss: 2.8894 | LR: 1.33e-05 | 1384.9ms/step | 14.4 samples/s +Step 39500/44000 | Loss: 2.8542 | LR: 1.32e-05 | 1383.5ms/step | 14.5 samples/s +Step 39510/44000 | Loss: 2.9126 | LR: 1.32e-05 | 1388.3ms/step | 14.4 samples/s +Step 39520/44000 | Loss: 2.8939 | LR: 1.31e-05 | 1390.4ms/step | 14.4 samples/s +Step 39530/44000 | Loss: 2.9131 | LR: 1.31e-05 | 1393.0ms/step | 14.4 samples/s +Step 39540/44000 | Loss: 2.8801 | LR: 1.30e-05 | 1389.1ms/step | 14.4 samples/s +Step 39550/44000 | Loss: 2.8511 | LR: 1.29e-05 | 1391.6ms/step | 14.4 samples/s +Step 39560/44000 | Loss: 2.8858 | LR: 1.29e-05 | 1392.2ms/step | 14.4 samples/s +Step 39570/44000 | Loss: 2.8603 | LR: 1.28e-05 | 1394.9ms/step | 14.3 samples/s +Step 39580/44000 | Loss: 2.8594 | LR: 1.28e-05 | 1388.9ms/step | 14.4 samples/s +Step 39590/44000 | Loss: 2.8874 | LR: 1.27e-05 | 1388.6ms/step | 14.4 samples/s +Step 39600/44000 | Loss: 2.8752 | LR: 1.27e-05 | 1390.3ms/step | 14.4 samples/s +Step 39610/44000 | Loss: 2.8531 | LR: 1.26e-05 | 1389.5ms/step | 14.4 samples/s +Step 39620/44000 | Loss: 2.8864 | LR: 1.25e-05 | 1389.0ms/step | 14.4 samples/s +Step 39630/44000 | Loss: 2.8838 | LR: 1.25e-05 | 1388.9ms/step | 14.4 samples/s +Step 39640/44000 | Loss: 2.8570 | LR: 1.24e-05 | 1393.7ms/step | 14.4 samples/s +Step 39650/44000 | Loss: 2.9064 | LR: 1.24e-05 | 1388.9ms/step | 14.4 samples/s +Step 39660/44000 | Loss: 2.8450 | LR: 1.23e-05 | 1393.6ms/step | 14.4 samples/s +Step 39670/44000 | Loss: 2.8757 | LR: 1.23e-05 | 1391.6ms/step | 14.4 samples/s +Step 39680/44000 | Loss: 2.8856 | LR: 1.22e-05 | 1394.3ms/step | 14.3 samples/s +Step 39690/44000 | Loss: 2.9022 | LR: 1.22e-05 | 1393.3ms/step | 14.4 samples/s +Step 39700/44000 | Loss: 2.8743 | LR: 1.21e-05 | 1391.0ms/step | 14.4 samples/s +Step 39710/44000 | Loss: 2.8794 | LR: 1.20e-05 | 1389.7ms/step | 14.4 samples/s +Step 39720/44000 | Loss: 2.8556 | LR: 1.20e-05 | 1391.8ms/step | 14.4 samples/s +Step 39730/44000 | Loss: 2.8915 | LR: 1.19e-05 | 1390.3ms/step | 14.4 samples/s +Step 39740/44000 | Loss: 2.8625 | LR: 1.19e-05 | 1389.6ms/step | 14.4 samples/s +Step 39750/44000 | Loss: 2.9093 | LR: 1.18e-05 | 1385.8ms/step | 14.4 samples/s +Step 39760/44000 | Loss: 2.8546 | LR: 1.18e-05 | 1390.1ms/step | 14.4 samples/s +Step 39770/44000 | Loss: 2.9094 | LR: 1.17e-05 | 1390.1ms/step | 14.4 samples/s +Step 39780/44000 | Loss: 2.8895 | LR: 1.17e-05 | 1392.0ms/step | 14.4 samples/s +Step 39790/44000 | Loss: 2.8696 | LR: 1.16e-05 | 1390.5ms/step | 14.4 samples/s +Step 39800/44000 | Loss: 2.8621 | LR: 1.15e-05 | 1390.1ms/step | 14.4 samples/s +Step 39810/44000 | Loss: 2.8592 | LR: 1.15e-05 | 1391.6ms/step | 14.4 samples/s +Step 39820/44000 | Loss: 2.8746 | LR: 1.14e-05 | 1389.8ms/step | 14.4 samples/s +Step 39830/44000 | Loss: 2.8728 | LR: 1.14e-05 | 1393.9ms/step | 14.3 samples/s +Step 39840/44000 | Loss: 2.8724 | LR: 1.13e-05 | 1391.7ms/step | 14.4 samples/s +Step 39850/44000 | Loss: 2.8997 | LR: 1.13e-05 | 1390.8ms/step | 14.4 samples/s +Step 39860/44000 | Loss: 2.8718 | LR: 1.12e-05 | 1392.6ms/step | 14.4 samples/s +Step 39870/44000 | Loss: 2.8755 | LR: 1.12e-05 | 1393.8ms/step | 14.3 samples/s +Step 39880/44000 | Loss: 2.8823 | LR: 1.11e-05 | 1393.5ms/step | 14.4 samples/s +Step 39890/44000 | Loss: 2.8768 | LR: 1.11e-05 | 1391.9ms/step | 14.4 samples/s +Step 39900/44000 | Loss: 2.8586 | LR: 1.10e-05 | 1388.0ms/step | 14.4 samples/s +Step 39910/44000 | Loss: 2.8533 | LR: 1.10e-05 | 1389.9ms/step | 14.4 samples/s +Step 39920/44000 | Loss: 2.8738 | LR: 1.09e-05 | 1389.9ms/step | 14.4 samples/s +Step 39930/44000 | Loss: 2.8912 | LR: 1.08e-05 | 1388.6ms/step | 14.4 samples/s +Step 39940/44000 | Loss: 2.8589 | LR: 1.08e-05 | 1391.1ms/step | 14.4 samples/s +Step 39950/44000 | Loss: 2.8503 | LR: 1.07e-05 | 1388.9ms/step | 14.4 samples/s +Step 39960/44000 | Loss: 2.8661 | LR: 1.07e-05 | 1388.0ms/step | 14.4 samples/s +Step 39970/44000 | Loss: 2.8953 | LR: 1.06e-05 | 1389.8ms/step | 14.4 samples/s +Step 39980/44000 | Loss: 2.8817 | LR: 1.06e-05 | 1389.4ms/step | 14.4 samples/s +Step 39990/44000 | Loss: 2.8851 | LR: 1.05e-05 | 1388.7ms/step | 14.4 samples/s +Step 40000/44000 | Loss: 2.8925 | LR: 1.05e-05 | 1390.0ms/step | 14.4 samples/s +Validation at step 40000: Loss = 2.8932, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-40000 +Step 40010/44000 | Loss: 2.8844 | LR: 1.04e-05 | 3907.1ms/step | 5.1 samples/s +Step 40020/44000 | Loss: 2.8873 | LR: 1.04e-05 | 1383.3ms/step | 14.5 samples/s +Step 40030/44000 | Loss: 2.8781 | LR: 1.03e-05 | 1383.9ms/step | 14.5 samples/s +Step 40040/44000 | Loss: 2.8222 | LR: 1.03e-05 | 1383.6ms/step | 14.5 samples/s +Step 40050/44000 | Loss: 2.9019 | LR: 1.02e-05 | 1386.7ms/step | 14.4 samples/s +Step 40060/44000 | Loss: 2.8504 | LR: 1.02e-05 | 1384.8ms/step | 14.4 samples/s +Step 40070/44000 | Loss: 2.8552 | LR: 1.01e-05 | 1388.9ms/step | 14.4 samples/s +Step 40080/44000 | Loss: 2.8806 | LR: 1.01e-05 | 1390.9ms/step | 14.4 samples/s +Step 40090/44000 | Loss: 2.8492 | LR: 1.00e-05 | 1391.1ms/step | 14.4 samples/s +Step 40100/44000 | Loss: 2.8780 | LR: 9.96e-06 | 1393.3ms/step | 14.4 samples/s +Step 40110/44000 | Loss: 2.8836 | LR: 9.91e-06 | 1392.7ms/step | 14.4 samples/s +Step 40120/44000 | Loss: 2.8806 | LR: 9.86e-06 | 1394.0ms/step | 14.3 samples/s +Step 40130/44000 | Loss: 2.9010 | LR: 9.81e-06 | 1387.5ms/step | 14.4 samples/s +Step 40140/44000 | Loss: 2.8649 | LR: 9.76e-06 | 1385.9ms/step | 14.4 samples/s +Step 40150/44000 | Loss: 2.8951 | LR: 9.71e-06 | 1384.2ms/step | 14.4 samples/s +Step 40160/44000 | Loss: 2.8933 | LR: 9.66e-06 | 1385.5ms/step | 14.4 samples/s +Step 40170/44000 | Loss: 2.8978 | LR: 9.61e-06 | 1387.5ms/step | 14.4 samples/s +Step 40180/44000 | Loss: 2.8556 | LR: 9.56e-06 | 1389.8ms/step | 14.4 samples/s +Step 40190/44000 | Loss: 2.8769 | LR: 9.51e-06 | 1390.6ms/step | 14.4 samples/s +Step 40200/44000 | Loss: 2.8725 | LR: 9.46e-06 | 1390.3ms/step | 14.4 samples/s +Step 40210/44000 | Loss: 2.8702 | LR: 9.41e-06 | 1390.6ms/step | 14.4 samples/s +Step 40220/44000 | Loss: 2.8599 | LR: 9.36e-06 | 1390.0ms/step | 14.4 samples/s +Step 40230/44000 | Loss: 2.8580 | LR: 9.32e-06 | 1391.6ms/step | 14.4 samples/s +Step 40240/44000 | Loss: 2.8529 | LR: 9.27e-06 | 1392.2ms/step | 14.4 samples/s +Step 40250/44000 | Loss: 2.8539 | LR: 9.22e-06 | 1390.3ms/step | 14.4 samples/s +Step 40260/44000 | Loss: 2.8881 | LR: 9.17e-06 | 1392.7ms/step | 14.4 samples/s +Step 40270/44000 | Loss: 2.8714 | LR: 9.12e-06 | 1392.5ms/step | 14.4 samples/s +Step 40280/44000 | Loss: 2.8898 | LR: 9.07e-06 | 1393.9ms/step | 14.3 samples/s +Step 40290/44000 | Loss: 2.8865 | LR: 9.02e-06 | 1390.9ms/step | 14.4 samples/s +Step 40300/44000 | Loss: 2.8628 | LR: 8.97e-06 | 1393.3ms/step | 14.4 samples/s +Step 40310/44000 | Loss: 2.8938 | LR: 8.93e-06 | 1393.9ms/step | 14.3 samples/s +Step 40320/44000 | Loss: 2.8454 | LR: 8.88e-06 | 1390.7ms/step | 14.4 samples/s +Step 40330/44000 | Loss: 2.8895 | LR: 8.83e-06 | 1392.5ms/step | 14.4 samples/s +Step 40340/44000 | Loss: 2.8826 | LR: 8.78e-06 | 1390.8ms/step | 14.4 samples/s +Step 40350/44000 | Loss: 2.8875 | LR: 8.74e-06 | 1390.5ms/step | 14.4 samples/s +Step 40360/44000 | Loss: 2.8998 | LR: 8.69e-06 | 1390.2ms/step | 14.4 samples/s +Step 40370/44000 | Loss: 2.8901 | LR: 8.64e-06 | 1390.1ms/step | 14.4 samples/s +Step 40380/44000 | Loss: 2.8822 | LR: 8.59e-06 | 1391.5ms/step | 14.4 samples/s +Step 40390/44000 | Loss: 2.8661 | LR: 8.55e-06 | 1391.7ms/step | 14.4 samples/s +Step 40400/44000 | Loss: 2.8632 | LR: 8.50e-06 | 1393.0ms/step | 14.4 samples/s +Step 40410/44000 | Loss: 2.8757 | LR: 8.45e-06 | 1391.8ms/step | 14.4 samples/s +Step 40420/44000 | Loss: 2.8851 | LR: 8.41e-06 | 1395.7ms/step | 14.3 samples/s +Step 40430/44000 | Loss: 2.8831 | LR: 8.36e-06 | 1392.2ms/step | 14.4 samples/s +Step 40440/44000 | Loss: 2.8908 | LR: 8.31e-06 | 1391.5ms/step | 14.4 samples/s +Step 40450/44000 | Loss: 2.8610 | LR: 8.27e-06 | 1390.6ms/step | 14.4 samples/s +Step 40460/44000 | Loss: 2.8849 | LR: 8.22e-06 | 1391.6ms/step | 14.4 samples/s +Step 40470/44000 | Loss: 2.8606 | LR: 8.17e-06 | 1389.9ms/step | 14.4 samples/s +Step 40480/44000 | Loss: 2.8727 | LR: 8.13e-06 | 1392.0ms/step | 14.4 samples/s +Step 40490/44000 | Loss: 2.8681 | LR: 8.08e-06 | 1390.6ms/step | 14.4 samples/s +Step 40500/44000 | Loss: 2.8676 | LR: 8.04e-06 | 1390.6ms/step | 14.4 samples/s +Step 40510/44000 | Loss: 2.8815 | LR: 7.99e-06 | 1390.1ms/step | 14.4 samples/s +Step 40520/44000 | Loss: 2.8755 | LR: 7.94e-06 | 1391.0ms/step | 14.4 samples/s +Step 40530/44000 | Loss: 2.9016 | LR: 7.90e-06 | 1392.8ms/step | 14.4 samples/s +Step 40540/44000 | Loss: 2.8892 | LR: 7.85e-06 | 1391.7ms/step | 14.4 samples/s +Step 40550/44000 | Loss: 2.8689 | LR: 7.81e-06 | 1392.7ms/step | 14.4 samples/s +Step 40560/44000 | Loss: 2.9003 | LR: 7.76e-06 | 1391.6ms/step | 14.4 samples/s +Step 40570/44000 | Loss: 2.8794 | LR: 7.72e-06 | 1393.1ms/step | 14.4 samples/s +Step 40580/44000 | Loss: 2.9050 | LR: 7.67e-06 | 1391.8ms/step | 14.4 samples/s +Step 40590/44000 | Loss: 2.8815 | LR: 7.63e-06 | 1385.3ms/step | 14.4 samples/s +Step 40600/44000 | Loss: 2.8516 | LR: 7.59e-06 | 1391.2ms/step | 14.4 samples/s +Step 40610/44000 | Loss: 2.9093 | LR: 7.54e-06 | 1390.9ms/step | 14.4 samples/s +Step 40620/44000 | Loss: 2.8574 | LR: 7.50e-06 | 1392.7ms/step | 14.4 samples/s +Step 40630/44000 | Loss: 2.8951 | LR: 7.45e-06 | 1394.4ms/step | 14.3 samples/s +Step 40640/44000 | Loss: 2.8896 | LR: 7.41e-06 | 1393.1ms/step | 14.4 samples/s +Step 40650/44000 | Loss: 2.8713 | LR: 7.37e-06 | 1394.9ms/step | 14.3 samples/s +Step 40660/44000 | Loss: 2.8839 | LR: 7.32e-06 | 1394.0ms/step | 14.3 samples/s +Step 40670/44000 | Loss: 2.8707 | LR: 7.28e-06 | 1393.7ms/step | 14.4 samples/s +Step 40680/44000 | Loss: 2.8698 | LR: 7.23e-06 | 1391.9ms/step | 14.4 samples/s +Step 40690/44000 | Loss: 2.8515 | LR: 7.19e-06 | 1386.7ms/step | 14.4 samples/s +Step 40700/44000 | Loss: 2.8526 | LR: 7.15e-06 | 1389.1ms/step | 14.4 samples/s +Step 40710/44000 | Loss: 2.8913 | LR: 7.10e-06 | 1389.4ms/step | 14.4 samples/s +Step 40720/44000 | Loss: 2.8828 | LR: 7.06e-06 | 1389.7ms/step | 14.4 samples/s +Step 40730/44000 | Loss: 2.8367 | LR: 7.02e-06 | 1391.2ms/step | 14.4 samples/s +Step 40740/44000 | Loss: 2.8955 | LR: 6.98e-06 | 1391.6ms/step | 14.4 samples/s +Step 40750/44000 | Loss: 2.8749 | LR: 6.93e-06 | 1394.5ms/step | 14.3 samples/s +Step 40760/44000 | Loss: 2.8540 | LR: 6.89e-06 | 1391.2ms/step | 14.4 samples/s +Step 40770/44000 | Loss: 2.8693 | LR: 6.85e-06 | 1383.6ms/step | 14.5 samples/s +Step 40780/44000 | Loss: 2.8643 | LR: 6.81e-06 | 1386.4ms/step | 14.4 samples/s +Step 40790/44000 | Loss: 2.8642 | LR: 6.77e-06 | 1386.4ms/step | 14.4 samples/s +Step 40800/44000 | Loss: 2.8988 | LR: 6.72e-06 | 1389.4ms/step | 14.4 samples/s +Step 40810/44000 | Loss: 2.8759 | LR: 6.68e-06 | 1391.0ms/step | 14.4 samples/s +Step 40820/44000 | Loss: 2.9023 | LR: 6.64e-06 | 1391.9ms/step | 14.4 samples/s +Step 40830/44000 | Loss: 2.9053 | LR: 6.60e-06 | 1388.5ms/step | 14.4 samples/s +Step 40840/44000 | Loss: 2.8831 | LR: 6.56e-06 | 1387.2ms/step | 14.4 samples/s +Step 40850/44000 | Loss: 2.8747 | LR: 6.52e-06 | 1385.8ms/step | 14.4 samples/s +Step 40860/44000 | Loss: 2.8709 | LR: 6.47e-06 | 1392.0ms/step | 14.4 samples/s +Step 40870/44000 | Loss: 2.8637 | LR: 6.43e-06 | 1389.7ms/step | 14.4 samples/s +Step 40880/44000 | Loss: 2.8730 | LR: 6.39e-06 | 1389.1ms/step | 14.4 samples/s +Step 40890/44000 | Loss: 2.9075 | LR: 6.35e-06 | 1390.5ms/step | 14.4 samples/s +Step 40900/44000 | Loss: 2.8544 | LR: 6.31e-06 | 1390.8ms/step | 14.4 samples/s +Step 40910/44000 | Loss: 2.8381 | LR: 6.27e-06 | 1390.7ms/step | 14.4 samples/s +Step 40920/44000 | Loss: 2.8986 | LR: 6.23e-06 | 1389.3ms/step | 14.4 samples/s +Step 40930/44000 | Loss: 2.8585 | LR: 6.19e-06 | 1394.6ms/step | 14.3 samples/s +Step 40940/44000 | Loss: 2.8782 | LR: 6.15e-06 | 1390.3ms/step | 14.4 samples/s +Step 40950/44000 | Loss: 2.8861 | LR: 6.11e-06 | 1389.9ms/step | 14.4 samples/s +Step 40960/44000 | Loss: 2.8602 | LR: 6.07e-06 | 1390.0ms/step | 14.4 samples/s +Step 40970/44000 | Loss: 2.8908 | LR: 6.03e-06 | 1393.7ms/step | 14.4 samples/s +Step 40980/44000 | Loss: 2.8388 | LR: 5.99e-06 | 1390.2ms/step | 14.4 samples/s +Step 40990/44000 | Loss: 2.8564 | LR: 5.95e-06 | 1392.0ms/step | 14.4 samples/s +Step 41000/44000 | Loss: 2.9035 | LR: 5.91e-06 | 1389.9ms/step | 14.4 samples/s +Validation at step 41000: Loss = 2.8932, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-41000 +Step 41010/44000 | Loss: 2.8622 | LR: 5.87e-06 | 3917.6ms/step | 5.1 samples/s +Step 41020/44000 | Loss: 2.8813 | LR: 5.83e-06 | 1390.6ms/step | 14.4 samples/s +Step 41030/44000 | Loss: 2.8954 | LR: 5.80e-06 | 1392.1ms/step | 14.4 samples/s +Step 41040/44000 | Loss: 2.8731 | LR: 5.76e-06 | 1389.9ms/step | 14.4 samples/s +Step 41050/44000 | Loss: 2.9039 | LR: 5.72e-06 | 1394.0ms/step | 14.3 samples/s +Step 41060/44000 | Loss: 2.8496 | LR: 5.68e-06 | 1393.5ms/step | 14.4 samples/s +Step 41070/44000 | Loss: 2.8844 | LR: 5.64e-06 | 1390.0ms/step | 14.4 samples/s +Step 41080/44000 | Loss: 2.8594 | LR: 5.60e-06 | 1390.2ms/step | 14.4 samples/s +Step 41090/44000 | Loss: 2.8742 | LR: 5.56e-06 | 1393.8ms/step | 14.3 samples/s +Step 41100/44000 | Loss: 2.8853 | LR: 5.53e-06 | 1392.1ms/step | 14.4 samples/s +Step 41110/44000 | Loss: 2.8846 | LR: 5.49e-06 | 1390.7ms/step | 14.4 samples/s +Step 41120/44000 | Loss: 2.8738 | LR: 5.45e-06 | 1394.9ms/step | 14.3 samples/s +Step 41130/44000 | Loss: 2.9037 | LR: 5.41e-06 | 1392.7ms/step | 14.4 samples/s +Step 41140/44000 | Loss: 2.8909 | LR: 5.38e-06 | 1393.7ms/step | 14.3 samples/s +Step 41150/44000 | Loss: 2.8785 | LR: 5.34e-06 | 1386.9ms/step | 14.4 samples/s +Step 41160/44000 | Loss: 2.9106 | LR: 5.30e-06 | 1385.4ms/step | 14.4 samples/s +Step 41170/44000 | Loss: 2.8591 | LR: 5.26e-06 | 1386.3ms/step | 14.4 samples/s +Step 41180/44000 | Loss: 2.8833 | LR: 5.23e-06 | 1387.2ms/step | 14.4 samples/s +Step 41190/44000 | Loss: 2.8992 | LR: 5.19e-06 | 1388.7ms/step | 14.4 samples/s +Step 41200/44000 | Loss: 2.8267 | LR: 5.15e-06 | 1387.4ms/step | 14.4 samples/s +Step 41210/44000 | Loss: 2.8574 | LR: 5.12e-06 | 1387.5ms/step | 14.4 samples/s +Step 41220/44000 | Loss: 2.8276 | LR: 5.08e-06 | 1387.7ms/step | 14.4 samples/s +Step 41230/44000 | Loss: 2.8602 | LR: 5.04e-06 | 1389.2ms/step | 14.4 samples/s +Step 41240/44000 | Loss: 2.8704 | LR: 5.01e-06 | 1394.0ms/step | 14.3 samples/s +Step 41250/44000 | Loss: 2.8730 | LR: 4.97e-06 | 1390.2ms/step | 14.4 samples/s +Step 41260/44000 | Loss: 2.8634 | LR: 4.94e-06 | 1393.6ms/step | 14.4 samples/s +Step 41270/44000 | Loss: 2.8769 | LR: 4.90e-06 | 1395.9ms/step | 14.3 samples/s +Step 41280/44000 | Loss: 2.8915 | LR: 4.86e-06 | 1389.2ms/step | 14.4 samples/s +Step 41290/44000 | Loss: 2.8834 | LR: 4.83e-06 | 1385.4ms/step | 14.4 samples/s +Step 41300/44000 | Loss: 2.8558 | LR: 4.79e-06 | 1383.0ms/step | 14.5 samples/s +Step 41310/44000 | Loss: 2.8556 | LR: 4.76e-06 | 1383.9ms/step | 14.5 samples/s +Step 41320/44000 | Loss: 2.8908 | LR: 4.72e-06 | 1386.7ms/step | 14.4 samples/s +Step 41330/44000 | Loss: 2.8667 | LR: 4.69e-06 | 1389.9ms/step | 14.4 samples/s +Step 41340/44000 | Loss: 2.8603 | LR: 4.65e-06 | 1390.3ms/step | 14.4 samples/s +Step 41350/44000 | Loss: 2.8766 | LR: 4.62e-06 | 1385.9ms/step | 14.4 samples/s +Step 41360/44000 | Loss: 2.8372 | LR: 4.58e-06 | 1387.9ms/step | 14.4 samples/s +Step 41370/44000 | Loss: 2.8705 | LR: 4.55e-06 | 1390.3ms/step | 14.4 samples/s +Step 41380/44000 | Loss: 2.8552 | LR: 4.51e-06 | 1389.5ms/step | 14.4 samples/s +Step 41390/44000 | Loss: 2.8883 | LR: 4.48e-06 | 1390.7ms/step | 14.4 samples/s +Step 41400/44000 | Loss: 2.8757 | LR: 4.45e-06 | 1391.0ms/step | 14.4 samples/s +Step 41410/44000 | Loss: 2.8729 | LR: 4.41e-06 | 1392.7ms/step | 14.4 samples/s +Step 41420/44000 | Loss: 2.8896 | LR: 4.38e-06 | 1390.7ms/step | 14.4 samples/s +Step 41430/44000 | Loss: 2.8997 | LR: 4.34e-06 | 1395.0ms/step | 14.3 samples/s +Step 41440/44000 | Loss: 2.8649 | LR: 4.31e-06 | 1390.2ms/step | 14.4 samples/s +Step 41450/44000 | Loss: 2.8786 | LR: 4.28e-06 | 1391.0ms/step | 14.4 samples/s +Step 41460/44000 | Loss: 2.8738 | LR: 4.24e-06 | 1393.2ms/step | 14.4 samples/s +Step 41470/44000 | Loss: 2.8786 | LR: 4.21e-06 | 1393.9ms/step | 14.3 samples/s +Step 41480/44000 | Loss: 2.8707 | LR: 4.18e-06 | 1398.2ms/step | 14.3 samples/s +Step 41490/44000 | Loss: 2.8933 | LR: 4.14e-06 | 1395.8ms/step | 14.3 samples/s +Step 41500/44000 | Loss: 2.8739 | LR: 4.11e-06 | 1394.1ms/step | 14.3 samples/s +Step 41510/44000 | Loss: 2.8782 | LR: 4.08e-06 | 1391.9ms/step | 14.4 samples/s +Step 41520/44000 | Loss: 2.8912 | LR: 4.05e-06 | 1392.3ms/step | 14.4 samples/s +Step 41530/44000 | Loss: 2.8707 | LR: 4.01e-06 | 1392.0ms/step | 14.4 samples/s +Step 41540/44000 | Loss: 2.8728 | LR: 3.98e-06 | 1393.7ms/step | 14.4 samples/s +Step 41550/44000 | Loss: 2.9004 | LR: 3.95e-06 | 1393.0ms/step | 14.4 samples/s +Step 41560/44000 | Loss: 2.8553 | LR: 3.92e-06 | 1394.4ms/step | 14.3 samples/s +Step 41570/44000 | Loss: 2.8651 | LR: 3.88e-06 | 1394.4ms/step | 14.3 samples/s +Step 41580/44000 | Loss: 2.8620 | LR: 3.85e-06 | 1394.2ms/step | 14.3 samples/s +Step 41590/44000 | Loss: 2.8442 | LR: 3.82e-06 | 1396.0ms/step | 14.3 samples/s +Step 41600/44000 | Loss: 2.8576 | LR: 3.79e-06 | 1392.5ms/step | 14.4 samples/s +Step 41610/44000 | Loss: 2.8672 | LR: 3.76e-06 | 1389.2ms/step | 14.4 samples/s +Step 41620/44000 | Loss: 2.8788 | LR: 3.73e-06 | 1392.2ms/step | 14.4 samples/s +Step 41630/44000 | Loss: 2.8308 | LR: 3.70e-06 | 1395.5ms/step | 14.3 samples/s +Step 41640/44000 | Loss: 2.8832 | LR: 3.66e-06 | 1394.4ms/step | 14.3 samples/s +Step 41650/44000 | Loss: 2.9099 | LR: 3.63e-06 | 1392.4ms/step | 14.4 samples/s +Step 41660/44000 | Loss: 2.8851 | LR: 3.60e-06 | 1395.8ms/step | 14.3 samples/s +Step 41670/44000 | Loss: 2.8899 | LR: 3.57e-06 | 1394.2ms/step | 14.3 samples/s +Step 41680/44000 | Loss: 2.8720 | LR: 3.54e-06 | 1391.3ms/step | 14.4 samples/s +Step 41690/44000 | Loss: 2.8552 | LR: 3.51e-06 | 1394.7ms/step | 14.3 samples/s +Step 41700/44000 | Loss: 2.8746 | LR: 3.48e-06 | 1398.0ms/step | 14.3 samples/s +Step 41710/44000 | Loss: 2.8527 | LR: 3.45e-06 | 1396.3ms/step | 14.3 samples/s +Step 41720/44000 | Loss: 2.9077 | LR: 3.42e-06 | 1393.9ms/step | 14.3 samples/s +Step 41730/44000 | Loss: 2.8822 | LR: 3.39e-06 | 1392.0ms/step | 14.4 samples/s +Step 41740/44000 | Loss: 2.8577 | LR: 3.36e-06 | 1394.0ms/step | 14.3 samples/s +Step 41750/44000 | Loss: 2.8634 | LR: 3.33e-06 | 1390.2ms/step | 14.4 samples/s +Step 41760/44000 | Loss: 2.8572 | LR: 3.30e-06 | 1391.9ms/step | 14.4 samples/s +Step 41770/44000 | Loss: 2.8718 | LR: 3.27e-06 | 1389.7ms/step | 14.4 samples/s +Step 41780/44000 | Loss: 2.8746 | LR: 3.24e-06 | 1392.1ms/step | 14.4 samples/s +Step 41790/44000 | Loss: 2.8719 | LR: 3.21e-06 | 1387.9ms/step | 14.4 samples/s +Step 41800/44000 | Loss: 2.8734 | LR: 3.19e-06 | 1384.5ms/step | 14.4 samples/s +Step 41810/44000 | Loss: 2.8676 | LR: 3.16e-06 | 1387.2ms/step | 14.4 samples/s +Step 41820/44000 | Loss: 2.8695 | LR: 3.13e-06 | 1386.7ms/step | 14.4 samples/s +Step 41830/44000 | Loss: 2.8578 | LR: 3.10e-06 | 1385.0ms/step | 14.4 samples/s +Step 41840/44000 | Loss: 2.8810 | LR: 3.07e-06 | 1380.9ms/step | 14.5 samples/s +Step 41850/44000 | Loss: 2.8821 | LR: 3.04e-06 | 1381.7ms/step | 14.5 samples/s +Step 41860/44000 | Loss: 2.8620 | LR: 3.01e-06 | 1384.0ms/step | 14.5 samples/s +Step 41870/44000 | Loss: 2.8584 | LR: 2.99e-06 | 1385.8ms/step | 14.4 samples/s +Step 41880/44000 | Loss: 2.8582 | LR: 2.96e-06 | 1385.9ms/step | 14.4 samples/s +Step 41890/44000 | Loss: 2.8535 | LR: 2.93e-06 | 1388.4ms/step | 14.4 samples/s +Step 41900/44000 | Loss: 2.8705 | LR: 2.90e-06 | 1388.1ms/step | 14.4 samples/s +Step 41910/44000 | Loss: 2.8750 | LR: 2.88e-06 | 1388.0ms/step | 14.4 samples/s +Step 41920/44000 | Loss: 2.8837 | LR: 2.85e-06 | 1384.5ms/step | 14.4 samples/s +Step 41930/44000 | Loss: 2.9012 | LR: 2.82e-06 | 1387.8ms/step | 14.4 samples/s +Step 41940/44000 | Loss: 2.8890 | LR: 2.79e-06 | 1386.2ms/step | 14.4 samples/s +Step 41950/44000 | Loss: 2.8545 | LR: 2.77e-06 | 1386.9ms/step | 14.4 samples/s +Step 41960/44000 | Loss: 2.8651 | LR: 2.74e-06 | 1386.5ms/step | 14.4 samples/s +Step 41970/44000 | Loss: 2.8553 | LR: 2.71e-06 | 1384.1ms/step | 14.4 samples/s +Step 41980/44000 | Loss: 2.8760 | LR: 2.69e-06 | 1384.7ms/step | 14.4 samples/s +Step 41990/44000 | Loss: 2.8580 | LR: 2.66e-06 | 1383.6ms/step | 14.5 samples/s +Step 42000/44000 | Loss: 2.8513 | LR: 2.63e-06 | 1383.8ms/step | 14.5 samples/s +Validation at step 42000: Loss = 2.8932, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-42000 +Step 42010/44000 | Loss: 2.8927 | LR: 2.61e-06 | 3882.0ms/step | 5.2 samples/s +Step 42020/44000 | Loss: 2.8725 | LR: 2.58e-06 | 1382.4ms/step | 14.5 samples/s +Step 42030/44000 | Loss: 2.8596 | LR: 2.56e-06 | 1385.4ms/step | 14.4 samples/s +Step 42040/44000 | Loss: 2.8512 | LR: 2.53e-06 | 1389.2ms/step | 14.4 samples/s +Step 42050/44000 | Loss: 2.8824 | LR: 2.50e-06 | 1384.9ms/step | 14.4 samples/s +Step 42060/44000 | Loss: 2.8893 | LR: 2.48e-06 | 1380.4ms/step | 14.5 samples/s +Step 42070/44000 | Loss: 2.9021 | LR: 2.45e-06 | 1380.9ms/step | 14.5 samples/s +Step 42080/44000 | Loss: 2.8750 | LR: 2.43e-06 | 1383.1ms/step | 14.5 samples/s +Step 42090/44000 | Loss: 2.8624 | LR: 2.40e-06 | 1383.9ms/step | 14.5 samples/s +Step 42100/44000 | Loss: 2.8681 | LR: 2.38e-06 | 1389.4ms/step | 14.4 samples/s +Step 42110/44000 | Loss: 2.9014 | LR: 2.35e-06 | 1391.3ms/step | 14.4 samples/s +Step 42120/44000 | Loss: 2.8877 | LR: 2.33e-06 | 1388.8ms/step | 14.4 samples/s +Step 42130/44000 | Loss: 2.8834 | LR: 2.30e-06 | 1384.5ms/step | 14.4 samples/s +Step 42140/44000 | Loss: 2.8532 | LR: 2.28e-06 | 1388.8ms/step | 14.4 samples/s +Step 42150/44000 | Loss: 2.8798 | LR: 2.25e-06 | 1387.4ms/step | 14.4 samples/s +Step 42160/44000 | Loss: 2.8928 | LR: 2.23e-06 | 1386.2ms/step | 14.4 samples/s +Step 42170/44000 | Loss: 2.8673 | LR: 2.21e-06 | 1386.7ms/step | 14.4 samples/s +Step 42180/44000 | Loss: 2.8920 | LR: 2.18e-06 | 1390.2ms/step | 14.4 samples/s +Step 42190/44000 | Loss: 2.9013 | LR: 2.16e-06 | 1386.8ms/step | 14.4 samples/s +Step 42200/44000 | Loss: 2.8541 | LR: 2.13e-06 | 1389.8ms/step | 14.4 samples/s +Step 42210/44000 | Loss: 2.9160 | LR: 2.11e-06 | 1389.9ms/step | 14.4 samples/s +Step 42220/44000 | Loss: 2.8863 | LR: 2.09e-06 | 1390.8ms/step | 14.4 samples/s +Step 42230/44000 | Loss: 2.8585 | LR: 2.06e-06 | 1387.5ms/step | 14.4 samples/s +Step 42240/44000 | Loss: 2.8588 | LR: 2.04e-06 | 1384.6ms/step | 14.4 samples/s +Step 42250/44000 | Loss: 2.8202 | LR: 2.02e-06 | 1387.0ms/step | 14.4 samples/s +Step 42260/44000 | Loss: 2.8412 | LR: 1.99e-06 | 1384.5ms/step | 14.4 samples/s +Step 42270/44000 | Loss: 2.8860 | LR: 1.97e-06 | 1389.3ms/step | 14.4 samples/s +Step 42280/44000 | Loss: 2.8573 | LR: 1.95e-06 | 1387.2ms/step | 14.4 samples/s +Step 42290/44000 | Loss: 2.8346 | LR: 1.93e-06 | 1388.1ms/step | 14.4 samples/s +Step 42300/44000 | Loss: 2.8943 | LR: 1.90e-06 | 1386.6ms/step | 14.4 samples/s +Step 42310/44000 | Loss: 2.8987 | LR: 1.88e-06 | 1389.1ms/step | 14.4 samples/s +Step 42320/44000 | Loss: 2.8600 | LR: 1.86e-06 | 1388.5ms/step | 14.4 samples/s +Step 42330/44000 | Loss: 2.8971 | LR: 1.84e-06 | 1388.1ms/step | 14.4 samples/s +Step 42340/44000 | Loss: 2.8737 | LR: 1.82e-06 | 1388.7ms/step | 14.4 samples/s +Step 42350/44000 | Loss: 2.8633 | LR: 1.79e-06 | 1387.2ms/step | 14.4 samples/s +Step 42360/44000 | Loss: 2.8974 | LR: 1.77e-06 | 1389.6ms/step | 14.4 samples/s +Step 42370/44000 | Loss: 2.8771 | LR: 1.75e-06 | 1387.8ms/step | 14.4 samples/s +Step 42380/44000 | Loss: 2.8636 | LR: 1.73e-06 | 1383.0ms/step | 14.5 samples/s +Step 42390/44000 | Loss: 2.8558 | LR: 1.71e-06 | 1385.7ms/step | 14.4 samples/s +Step 42400/44000 | Loss: 2.8882 | LR: 1.69e-06 | 1386.3ms/step | 14.4 samples/s +Step 42410/44000 | Loss: 2.8562 | LR: 1.67e-06 | 1390.2ms/step | 14.4 samples/s +Step 42420/44000 | Loss: 2.8590 | LR: 1.64e-06 | 1387.2ms/step | 14.4 samples/s +Step 42430/44000 | Loss: 2.8724 | LR: 1.62e-06 | 1390.8ms/step | 14.4 samples/s +Step 42440/44000 | Loss: 2.9016 | LR: 1.60e-06 | 1386.0ms/step | 14.4 samples/s +Step 42450/44000 | Loss: 2.8811 | LR: 1.58e-06 | 1386.8ms/step | 14.4 samples/s +Step 42460/44000 | Loss: 2.8782 | LR: 1.56e-06 | 1387.0ms/step | 14.4 samples/s +Step 42470/44000 | Loss: 2.8933 | LR: 1.54e-06 | 1388.9ms/step | 14.4 samples/s +Step 42480/44000 | Loss: 2.8676 | LR: 1.52e-06 | 1388.1ms/step | 14.4 samples/s +Step 42490/44000 | Loss: 2.8768 | LR: 1.50e-06 | 1386.4ms/step | 14.4 samples/s +Step 42500/44000 | Loss: 2.8437 | LR: 1.48e-06 | 1389.9ms/step | 14.4 samples/s +Step 42510/44000 | Loss: 2.8689 | LR: 1.46e-06 | 1387.9ms/step | 14.4 samples/s +Step 42520/44000 | Loss: 2.8593 | LR: 1.44e-06 | 1390.1ms/step | 14.4 samples/s +Step 42530/44000 | Loss: 2.8789 | LR: 1.42e-06 | 1389.4ms/step | 14.4 samples/s +Step 42540/44000 | Loss: 2.8812 | LR: 1.40e-06 | 1385.1ms/step | 14.4 samples/s +Step 42550/44000 | Loss: 2.8786 | LR: 1.39e-06 | 1387.5ms/step | 14.4 samples/s +Step 42560/44000 | Loss: 2.8770 | LR: 1.37e-06 | 1385.8ms/step | 14.4 samples/s +Step 42570/44000 | Loss: 2.8566 | LR: 1.35e-06 | 1386.4ms/step | 14.4 samples/s +Step 42580/44000 | Loss: 2.8683 | LR: 1.33e-06 | 1387.8ms/step | 14.4 samples/s +Step 42590/44000 | Loss: 2.8722 | LR: 1.31e-06 | 1388.2ms/step | 14.4 samples/s +Step 42600/44000 | Loss: 2.8686 | LR: 1.29e-06 | 1387.6ms/step | 14.4 samples/s +Step 42610/44000 | Loss: 2.8871 | LR: 1.27e-06 | 1384.6ms/step | 14.4 samples/s +Step 42620/44000 | Loss: 2.8680 | LR: 1.25e-06 | 1385.7ms/step | 14.4 samples/s +Step 42630/44000 | Loss: 2.8857 | LR: 1.24e-06 | 1383.6ms/step | 14.5 samples/s +Step 42640/44000 | Loss: 2.8685 | LR: 1.22e-06 | 1386.6ms/step | 14.4 samples/s +Step 42650/44000 | Loss: 2.8544 | LR: 1.20e-06 | 1387.7ms/step | 14.4 samples/s +Step 42660/44000 | Loss: 2.8800 | LR: 1.18e-06 | 1388.0ms/step | 14.4 samples/s +Step 42670/44000 | Loss: 2.8842 | LR: 1.17e-06 | 1389.8ms/step | 14.4 samples/s +Step 42680/44000 | Loss: 2.9042 | LR: 1.15e-06 | 1390.4ms/step | 14.4 samples/s +Step 42690/44000 | Loss: 2.9117 | LR: 1.13e-06 | 1389.8ms/step | 14.4 samples/s +Step 42700/44000 | Loss: 2.8790 | LR: 1.11e-06 | 1391.2ms/step | 14.4 samples/s +Step 42710/44000 | Loss: 2.8680 | LR: 1.10e-06 | 1389.2ms/step | 14.4 samples/s +Step 42720/44000 | Loss: 2.8622 | LR: 1.08e-06 | 1388.7ms/step | 14.4 samples/s +Step 42730/44000 | Loss: 2.8868 | LR: 1.06e-06 | 1388.5ms/step | 14.4 samples/s +Step 42740/44000 | Loss: 2.8803 | LR: 1.05e-06 | 1388.4ms/step | 14.4 samples/s +Step 42750/44000 | Loss: 2.8942 | LR: 1.03e-06 | 1390.9ms/step | 14.4 samples/s +Step 42760/44000 | Loss: 2.8804 | LR: 1.01e-06 | 1386.3ms/step | 14.4 samples/s +Step 42770/44000 | Loss: 2.8254 | LR: 9.97e-07 | 1390.2ms/step | 14.4 samples/s +Step 42780/44000 | Loss: 2.9064 | LR: 9.81e-07 | 1385.0ms/step | 14.4 samples/s +Step 42790/44000 | Loss: 2.8707 | LR: 9.65e-07 | 1384.3ms/step | 14.4 samples/s +Step 42800/44000 | Loss: 2.8858 | LR: 9.49e-07 | 1383.4ms/step | 14.5 samples/s +Step 42810/44000 | Loss: 2.8744 | LR: 9.33e-07 | 1386.0ms/step | 14.4 samples/s +Step 42820/44000 | Loss: 2.8698 | LR: 9.18e-07 | 1383.0ms/step | 14.5 samples/s +Step 42830/44000 | Loss: 2.8646 | LR: 9.02e-07 | 1387.8ms/step | 14.4 samples/s +Step 42840/44000 | Loss: 2.8882 | LR: 8.87e-07 | 1387.0ms/step | 14.4 samples/s +Step 42850/44000 | Loss: 2.8694 | LR: 8.72e-07 | 1383.4ms/step | 14.5 samples/s +Step 42860/44000 | Loss: 2.8608 | LR: 8.57e-07 | 1383.1ms/step | 14.5 samples/s +Step 42870/44000 | Loss: 2.9129 | LR: 8.42e-07 | 1383.5ms/step | 14.5 samples/s +Step 42880/44000 | Loss: 2.8380 | LR: 8.27e-07 | 1386.8ms/step | 14.4 samples/s +Step 42890/44000 | Loss: 2.8471 | LR: 8.12e-07 | 1389.2ms/step | 14.4 samples/s +Step 42900/44000 | Loss: 2.8894 | LR: 7.98e-07 | 1390.6ms/step | 14.4 samples/s +Step 42910/44000 | Loss: 2.8903 | LR: 7.83e-07 | 1389.9ms/step | 14.4 samples/s +Step 42920/44000 | Loss: 2.9041 | LR: 7.69e-07 | 1384.3ms/step | 14.4 samples/s +Step 42930/44000 | Loss: 2.8915 | LR: 7.55e-07 | 1385.7ms/step | 14.4 samples/s +Step 42940/44000 | Loss: 2.8768 | LR: 7.41e-07 | 1387.9ms/step | 14.4 samples/s +Step 42950/44000 | Loss: 2.8448 | LR: 7.27e-07 | 1385.5ms/step | 14.4 samples/s +Step 42960/44000 | Loss: 2.8629 | LR: 7.13e-07 | 1388.4ms/step | 14.4 samples/s +Step 42970/44000 | Loss: 2.8638 | LR: 6.99e-07 | 1387.0ms/step | 14.4 samples/s +Step 42980/44000 | Loss: 2.8687 | LR: 6.86e-07 | 1384.9ms/step | 14.4 samples/s +Step 42990/44000 | Loss: 2.8776 | LR: 6.72e-07 | 1382.9ms/step | 14.5 samples/s +Step 43000/44000 | Loss: 2.8482 | LR: 6.59e-07 | 1387.4ms/step | 14.4 samples/s +Validation at step 43000: Loss = 2.8932, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-43000 +Step 43010/44000 | Loss: 2.8762 | LR: 6.46e-07 | 3878.0ms/step | 5.2 samples/s +Step 43020/44000 | Loss: 2.8538 | LR: 6.33e-07 | 1386.2ms/step | 14.4 samples/s +Step 43030/44000 | Loss: 2.8983 | LR: 6.20e-07 | 1387.9ms/step | 14.4 samples/s +Step 43040/44000 | Loss: 2.8662 | LR: 6.08e-07 | 1387.1ms/step | 14.4 samples/s +Step 43050/44000 | Loss: 2.8993 | LR: 5.95e-07 | 1384.8ms/step | 14.4 samples/s +Step 43060/44000 | Loss: 2.8743 | LR: 5.83e-07 | 1385.8ms/step | 14.4 samples/s +Step 43070/44000 | Loss: 2.8635 | LR: 5.70e-07 | 1386.5ms/step | 14.4 samples/s +Step 43080/44000 | Loss: 2.8953 | LR: 5.58e-07 | 1385.6ms/step | 14.4 samples/s +Step 43090/44000 | Loss: 2.8613 | LR: 5.46e-07 | 1383.7ms/step | 14.5 samples/s +Step 43100/44000 | Loss: 2.8966 | LR: 5.34e-07 | 1382.4ms/step | 14.5 samples/s +Step 43110/44000 | Loss: 2.8646 | LR: 5.22e-07 | 1386.1ms/step | 14.4 samples/s +Step 43120/44000 | Loss: 2.8743 | LR: 5.11e-07 | 1383.9ms/step | 14.5 samples/s +Step 43130/44000 | Loss: 2.8799 | LR: 4.99e-07 | 1383.7ms/step | 14.5 samples/s +Step 43140/44000 | Loss: 2.8943 | LR: 4.88e-07 | 1384.1ms/step | 14.4 samples/s +Step 43150/44000 | Loss: 2.8780 | LR: 4.76e-07 | 1384.6ms/step | 14.4 samples/s +Step 43160/44000 | Loss: 2.8713 | LR: 4.65e-07 | 1380.4ms/step | 14.5 samples/s +Step 43170/44000 | Loss: 2.8352 | LR: 4.54e-07 | 1379.3ms/step | 14.5 samples/s +Step 43180/44000 | Loss: 2.8809 | LR: 4.43e-07 | 1379.5ms/step | 14.5 samples/s +Step 43190/44000 | Loss: 2.8520 | LR: 4.33e-07 | 1376.5ms/step | 14.5 samples/s +Step 43200/44000 | Loss: 2.8446 | LR: 4.22e-07 | 1376.0ms/step | 14.5 samples/s +Step 43210/44000 | Loss: 2.8762 | LR: 4.12e-07 | 1374.3ms/step | 14.6 samples/s +Step 43220/44000 | Loss: 2.8931 | LR: 4.01e-07 | 1374.5ms/step | 14.6 samples/s +Step 43230/44000 | Loss: 2.8956 | LR: 3.91e-07 | 1373.3ms/step | 14.6 samples/s +Step 43240/44000 | Loss: 2.8759 | LR: 3.81e-07 | 1372.2ms/step | 14.6 samples/s +Step 43250/44000 | Loss: 2.8894 | LR: 3.71e-07 | 1370.6ms/step | 14.6 samples/s +Step 43260/44000 | Loss: 2.8815 | LR: 3.61e-07 | 1372.1ms/step | 14.6 samples/s +Step 43270/44000 | Loss: 2.8743 | LR: 3.51e-07 | 1370.9ms/step | 14.6 samples/s +Step 43280/44000 | Loss: 2.8719 | LR: 3.42e-07 | 1370.7ms/step | 14.6 samples/s +Step 43290/44000 | Loss: 2.8461 | LR: 3.32e-07 | 1371.1ms/step | 14.6 samples/s +Step 43300/44000 | Loss: 2.8490 | LR: 3.23e-07 | 1372.2ms/step | 14.6 samples/s +Step 43310/44000 | Loss: 2.8785 | LR: 3.14e-07 | 1374.1ms/step | 14.6 samples/s +Step 43320/44000 | Loss: 2.8808 | LR: 3.05e-07 | 1372.4ms/step | 14.6 samples/s +Step 43330/44000 | Loss: 2.8779 | LR: 2.96e-07 | 1371.4ms/step | 14.6 samples/s +Step 43340/44000 | Loss: 2.8851 | LR: 2.87e-07 | 1369.7ms/step | 14.6 samples/s +Step 43350/44000 | Loss: 2.8918 | LR: 2.79e-07 | 1370.7ms/step | 14.6 samples/s +Step 43360/44000 | Loss: 2.8739 | LR: 2.70e-07 | 1370.5ms/step | 14.6 samples/s +Step 43370/44000 | Loss: 2.8704 | LR: 2.62e-07 | 1368.3ms/step | 14.6 samples/s +Step 43380/44000 | Loss: 2.8356 | LR: 2.53e-07 | 1370.3ms/step | 14.6 samples/s +Step 43390/44000 | Loss: 2.8735 | LR: 2.45e-07 | 1368.9ms/step | 14.6 samples/s +Step 43400/44000 | Loss: 2.8840 | LR: 2.37e-07 | 1370.7ms/step | 14.6 samples/s +Step 43410/44000 | Loss: 2.8932 | LR: 2.30e-07 | 1369.4ms/step | 14.6 samples/s +Step 43420/44000 | Loss: 2.8463 | LR: 2.22e-07 | 1369.4ms/step | 14.6 samples/s +Step 43430/44000 | Loss: 2.8533 | LR: 2.14e-07 | 1370.0ms/step | 14.6 samples/s +Step 43440/44000 | Loss: 2.8526 | LR: 2.07e-07 | 1368.2ms/step | 14.6 samples/s +Step 43450/44000 | Loss: 2.8406 | LR: 1.99e-07 | 1369.0ms/step | 14.6 samples/s +Step 43460/44000 | Loss: 2.8534 | LR: 1.92e-07 | 1371.6ms/step | 14.6 samples/s +Step 43470/44000 | Loss: 2.8994 | LR: 1.85e-07 | 1370.4ms/step | 14.6 samples/s +Step 43480/44000 | Loss: 2.9044 | LR: 1.78e-07 | 1370.0ms/step | 14.6 samples/s +Step 43490/44000 | Loss: 2.8706 | LR: 1.72e-07 | 1370.4ms/step | 14.6 samples/s +Step 43500/44000 | Loss: 2.8768 | LR: 1.65e-07 | 1369.8ms/step | 14.6 samples/s +Step 43510/44000 | Loss: 2.8626 | LR: 1.58e-07 | 1372.6ms/step | 14.6 samples/s +Step 43520/44000 | Loss: 2.8787 | LR: 1.52e-07 | 1370.5ms/step | 14.6 samples/s +Step 43530/44000 | Loss: 2.8932 | LR: 1.46e-07 | 1370.1ms/step | 14.6 samples/s +Step 43540/44000 | Loss: 2.8739 | LR: 1.40e-07 | 1371.1ms/step | 14.6 samples/s +Step 43550/44000 | Loss: 2.8532 | LR: 1.34e-07 | 1370.8ms/step | 14.6 samples/s +Step 43560/44000 | Loss: 2.8791 | LR: 1.28e-07 | 1371.9ms/step | 14.6 samples/s +Step 43570/44000 | Loss: 2.9063 | LR: 1.22e-07 | 1370.2ms/step | 14.6 samples/s +Step 43580/44000 | Loss: 2.8655 | LR: 1.16e-07 | 1370.2ms/step | 14.6 samples/s +Step 43590/44000 | Loss: 2.8370 | LR: 1.11e-07 | 1371.8ms/step | 14.6 samples/s +Step 43600/44000 | Loss: 2.8959 | LR: 1.06e-07 | 1371.3ms/step | 14.6 samples/s +Step 43610/44000 | Loss: 2.8245 | LR: 1.00e-07 | 1370.7ms/step | 14.6 samples/s +Step 43620/44000 | Loss: 2.9060 | LR: 9.52e-08 | 1370.7ms/step | 14.6 samples/s +Step 43630/44000 | Loss: 2.8973 | LR: 9.03e-08 | 1369.7ms/step | 14.6 samples/s +Step 43640/44000 | Loss: 2.8711 | LR: 8.55e-08 | 1369.8ms/step | 14.6 samples/s +Step 43650/44000 | Loss: 2.8787 | LR: 8.08e-08 | 1372.1ms/step | 14.6 samples/s +Step 43660/44000 | Loss: 2.9128 | LR: 7.62e-08 | 1377.3ms/step | 14.5 samples/s +Step 43670/44000 | Loss: 2.8480 | LR: 7.18e-08 | 1370.3ms/step | 14.6 samples/s +Step 43680/44000 | Loss: 2.8817 | LR: 6.75e-08 | 1377.9ms/step | 14.5 samples/s +Step 43690/44000 | Loss: 2.8719 | LR: 6.34e-08 | 1373.0ms/step | 14.6 samples/s +Step 43700/44000 | Loss: 2.8675 | LR: 5.94e-08 | 1373.3ms/step | 14.6 samples/s +Step 43710/44000 | Loss: 2.8751 | LR: 5.55e-08 | 1372.2ms/step | 14.6 samples/s +Step 43720/44000 | Loss: 2.8479 | LR: 5.17e-08 | 1371.9ms/step | 14.6 samples/s +Step 43730/44000 | Loss: 2.8505 | LR: 4.81e-08 | 1373.7ms/step | 14.6 samples/s +Step 43740/44000 | Loss: 2.8878 | LR: 4.46e-08 | 1377.0ms/step | 14.5 samples/s +Step 43750/44000 | Loss: 2.8788 | LR: 4.12e-08 | 1368.4ms/step | 14.6 samples/s +Step 43760/44000 | Loss: 2.8777 | LR: 3.80e-08 | 1369.1ms/step | 14.6 samples/s +Step 43770/44000 | Loss: 2.8844 | LR: 3.49e-08 | 1369.5ms/step | 14.6 samples/s +Step 43780/44000 | Loss: 2.8793 | LR: 3.19e-08 | 1371.7ms/step | 14.6 samples/s +Step 43790/44000 | Loss: 2.8675 | LR: 2.91e-08 | 1373.1ms/step | 14.6 samples/s +Step 43800/44000 | Loss: 2.9167 | LR: 2.64e-08 | 1375.2ms/step | 14.5 samples/s +Step 43810/44000 | Loss: 2.8641 | LR: 2.38e-08 | 1373.2ms/step 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43940/44000 | Loss: 2.8581 | LR: 2.37e-09 | 1370.2ms/step | 14.6 samples/s +Step 43950/44000 | Loss: 2.8573 | LR: 1.65e-09 | 1372.4ms/step | 14.6 samples/s +Step 43960/44000 | Loss: 2.8817 | LR: 1.06e-09 | 1371.3ms/step | 14.6 samples/s +Step 43970/44000 | Loss: 2.8890 | LR: 5.94e-10 | 1370.4ms/step | 14.6 samples/s +Step 43980/44000 | Loss: 2.8942 | LR: 2.64e-10 | 1371.2ms/step | 14.6 samples/s +Step 43990/44000 | Loss: 2.8547 | LR: 6.60e-11 | 1371.0ms/step | 14.6 samples/s +Step 44000/44000 | Loss: 2.8999 | LR: 0.00e+00 | 1369.6ms/step | 14.6 samples/s +Validation at step 44000: Loss = 2.8932, Perplexity = 18.05 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-44000 +Saved checkpoint to /mloscratch/homes/navasard/sparse/checkpoints/l8k365m_dense_ropectl_a1p0_seed42/run_20260819_153735/checkpoint-44000 diff --git a/epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/files/requirements.txt b/epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/files/requirements.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c3e38c4cce87cb53d52f45f6ac8cbf8688a7d92 --- /dev/null +++ b/epfl_final/SparseAtt/wandb/run-20260820_194209-jqstnvej/files/requirements.txt @@ -0,0 +1,142 @@ +pip==26.0.1 +nvidia-cusparselt-cu13==0.8.0 +mpmath==1.3.0 +cuda-toolkit==13.0.2 +zstandard==0.25.0 +xxhash==3.7.0 +urllib3==2.6.3 +typing_extensions==4.15.0 +triton==3.6.0 +tqdm==4.67.3 +torchinfo==1.8.0 +sympy==1.14.0 +smmap==5.0.3 +six==1.17.0 +shellingham==1.5.4 +setuptools==81.0.0 +safetensors==0.7.0 +regex==2026.4.4 +PyYAML==6.0.3 +Pygments==2.20.0 +pyarrow==24.0.0 +psutil==7.2.2 +protobuf==7.34.1 +propcache==0.4.1 +platformdirs==4.9.6 +packaging==26.2 +nvidia-nvtx==13.0.85 +nvidia-nvshmem-cu13==3.4.5 +nvidia-nvjitlink==13.0.88 +nvidia-nccl-cu13==2.28.9 +nvidia-curand==10.4.0.35 +nvidia-cufile==1.15.1.6 +nvidia-cuda-runtime==13.0.96 +nvidia-cuda-nvrtc==13.0.88 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04:08:12,646 INFO MainThread:147 [wandb_run.py:_footer_sync_info():3889] logging synced files