FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1544.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  24.145         	|63             	|  1521.2         	|  98.523         	|
run_training_batch                 	|  0.18577        	|8000           	|  1486.2         	|  96.257         	|
training_step_and_backward         	|  0.17564        	|8000           	|  1405.1         	|  91.009         	|
model_forward                      	|  0.092671       	|8000           	|  741.36         	|  48.017         	|
training_step                      	|  0.09254        	|8000           	|  740.32         	|  47.95          	|
backward                           	|  0.082792       	|8000           	|  662.34         	|  42.899         	|
optimizer_step_with_closure_0      	|  0.23398        	|1000           	|  233.98         	|  15.155         	|
get_train_batch                    	|  0.0022644      	|8063           	|  18.258         	|  1.1825         	|
fetch_next_train_batch             	|  0.0022479      	|8063           	|  18.125         	|  1.1739         	|
on_train_batch_end                 	|  0.0010823      	|8000           	|  8.6582         	|  0.56078        	|
training_batch_to_device           	|  0.00021405     	|8000           	|  1.7124         	|  0.11091        	|
zero_grad                          	|  0.0012915      	|1000           	|  1.2915         	|  0.083648       	|
on_train_batch_start               	|  9.034e-05      	|8000           	|  0.72272        	|  0.04681        	|
on_batch_start                     	|  1.5044e-05     	|8000           	|  0.12035        	|  0.0077951      	|
on_batch_end                       	|  1.3416e-05     	|8000           	|  0.10733        	|  0.0069515      	|
on_before_backward                 	|  1.2838e-05     	|8000           	|  0.10271        	|  0.0066521      	|
on_after_backward                  	|  1.1877e-05     	|8000           	|  0.095015       	|  0.006154       	|
training_step_end                  	|  5.8056e-06     	|8000           	|  0.046445       	|  0.0030082      	|
on_train_end                       	|  0.025407       	|1              	|  0.025407       	|  0.0016456      	|
on_pretrain_routine_start          	|  0.022616       	|1              	|  0.022616       	|  0.0014648      	|
on_train_epoch_start               	|  0.00030191     	|63             	|  0.01902        	|  0.0012319      	|
on_train_epoch_end                 	|  0.00029036     	|63             	|  0.018293       	|  0.0011848      	|
on_before_zero_grad                	|  1.5021e-05     	|1000           	|  0.015021       	|  0.00097291     	|
on_before_optimizer_step           	|  1.1567e-05     	|1000           	|  0.011567       	|  0.00074918     	|
configure_optimizers               	|  0.0084248      	|1              	|  0.0084248      	|  0.00054566     	|
on_train_start                     	|  0.00072762     	|1              	|  0.00072762     	|  4.7127e-05     	|
on_epoch_start                     	|  1.0531e-05     	|63             	|  0.00066346     	|  4.2972e-05     	|
on_epoch_end                       	|  1.0353e-05     	|63             	|  0.00065222     	|  4.2243e-05     	|
on_fit_end                         	|  2.2823e-05     	|1              	|  2.2823e-05     	|  1.4782e-06     	|
on_before_accelerator_backend_setup	|  1.9055e-05     	|1              	|  1.9055e-05     	|  1.2342e-06     	|
on_fit_start                       	|  1.7192e-05     	|1              	|  1.7192e-05     	|  1.1135e-06     	|
on_configure_sharded_model         	|  1.3836e-05     	|1              	|  1.3836e-05     	|  8.9614e-07     	|
setup                              	|  1.3405e-05     	|1              	|  1.3405e-05     	|  8.6823e-07     	|
teardown                           	|  1.2944e-05     	|1              	|  1.2944e-05     	|  8.3837e-07     	|
on_pretrain_routine_end            	|  1.2242e-05     	|1              	|  1.2242e-05     	|  7.929e-07      	|
prepare_data                       	|  7.3139e-06     	|1              	|  7.3139e-06     	|  4.7371e-07     	|
configure_callbacks                	|  5.9512e-06     	|1              	|  5.9512e-06     	|  3.8545e-07     	|
configure_sharded_model            	|  4.228e-06      	|1              	|  4.228e-06      	|  2.7384e-07     	|
on_train_dataloader                	|  4.217e-06      	|1              	|  4.217e-06      	|  2.7313e-07     	|
on_val_dataloader                  	|  4.1779e-06     	|1              	|  4.1779e-06     	|  2.706e-07      	|
