FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  432.57         	|  100 %          	|
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run_training_epoch                 	|  6.4657         	|63             	|  407.34         	|  94.168         	|
run_training_batch                 	|  0.27501        	|1000           	|  275.01         	|  63.576         	|
optimizer_step_with_closure_0      	|  0.27054        	|1000           	|  270.54         	|  62.542         	|
training_step_and_backward         	|  0.20338        	|1000           	|  203.38         	|  47.016         	|
model_forward                      	|  0.10743        	|1000           	|  107.43         	|  24.834         	|
training_step                      	|  0.10723        	|1000           	|  107.23         	|  24.789         	|
backward                           	|  0.09434        	|1000           	|  94.34          	|  21.809         	|
get_train_batch                    	|  0.024967       	|1063           	|  26.54          	|  6.1353         	|
fetch_next_train_batch             	|  0.024943       	|1063           	|  26.514         	|  6.1295         	|
on_train_batch_end                 	|  0.0023606      	|1000           	|  2.3606         	|  0.5457         	|
zero_grad                          	|  0.0015751      	|1000           	|  1.5751         	|  0.36411        	|
training_batch_to_device           	|  0.00025973     	|1000           	|  0.25973        	|  0.060043       	|
on_train_batch_start               	|  9.4206e-05     	|1000           	|  0.094206       	|  0.021778       	|
on_train_end                       	|  0.049445       	|1              	|  0.049445       	|  0.011431       	|
on_pretrain_routine_start          	|  0.027112       	|1              	|  0.027112       	|  0.0062676      	|
on_after_backward                  	|  2.5583e-05     	|1000           	|  0.025583       	|  0.0059141      	|
on_train_epoch_start               	|  0.00037338     	|63             	|  0.023523       	|  0.0054379      	|
on_train_epoch_end                 	|  0.00034559     	|63             	|  0.021772       	|  0.0050331      	|
on_batch_start                     	|  2.1605e-05     	|1000           	|  0.021605       	|  0.0049945      	|
on_before_zero_grad                	|  1.7679e-05     	|1000           	|  0.017679       	|  0.0040868      	|
on_batch_end                       	|  1.5826e-05     	|1000           	|  0.015826       	|  0.0036587      	|
on_before_optimizer_step           	|  1.393e-05      	|1000           	|  0.01393        	|  0.0032203      	|
on_before_backward                 	|  1.3924e-05     	|1000           	|  0.013924       	|  0.0032189      	|
configure_optimizers               	|  0.012843       	|1              	|  0.012843       	|  0.002969       	|
training_step_end                  	|  6.8573e-06     	|1000           	|  0.0068573      	|  0.0015852      	|
on_train_start                     	|  0.0015106      	|1              	|  0.0015106      	|  0.00034921     	|
on_epoch_end                       	|  1.2158e-05     	|63             	|  0.00076594     	|  0.00017707     	|
on_epoch_start                     	|  1.0918e-05     	|63             	|  0.00068782     	|  0.00015901     	|
on_fit_end                         	|  5.6671e-05     	|1              	|  5.6671e-05     	|  1.3101e-05     	|
on_fit_start                       	|  4.4784e-05     	|1              	|  4.4784e-05     	|  1.0353e-05     	|
on_before_accelerator_backend_setup	|  2.5844e-05     	|1              	|  2.5844e-05     	|  5.9745e-06     	|
setup                              	|  2.2963e-05     	|1              	|  2.2963e-05     	|  5.3084e-06     	|
on_configure_sharded_model         	|  2.1463e-05     	|1              	|  2.1463e-05     	|  4.9618e-06     	|
teardown                           	|  1.7241e-05     	|1              	|  1.7241e-05     	|  3.9856e-06     	|
on_pretrain_routine_end            	|  1.5596e-05     	|1              	|  1.5596e-05     	|  3.6054e-06     	|
prepare_data                       	|  9.533e-06      	|1              	|  9.533e-06      	|  2.2038e-06     	|
on_val_dataloader                  	|  9.2555e-06     	|1              	|  9.2555e-06     	|  2.1396e-06     	|
on_train_dataloader                	|  9.0692e-06     	|1              	|  9.0692e-06     	|  2.0966e-06     	|
configure_callbacks                	|  7.9907e-06     	|1              	|  7.9907e-06     	|  1.8473e-06     	|
configure_sharded_model            	|  7.3779e-06     	|1              	|  7.3779e-06     	|  1.7056e-06     	|
