FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  433.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.5967         	|63             	|  415.59         	|  95.793         	|
run_training_batch                 	|  0.27693        	|1000           	|  276.93         	|  63.832         	|
optimizer_step_with_closure_0      	|  0.27364        	|1000           	|  273.64         	|  63.073         	|
training_step_and_backward         	|  0.20986        	|1000           	|  209.86         	|  48.373         	|
backward                           	|  0.10436        	|1000           	|  104.36         	|  24.055         	|
model_forward                      	|  0.104          	|1000           	|  104.0          	|  23.973         	|
training_step                      	|  0.10382        	|1000           	|  103.82         	|  23.929         	|
get_train_batch                    	|  0.031041       	|1063           	|  32.997         	|  7.6057         	|
fetch_next_train_batch             	|  0.031018       	|1063           	|  32.972         	|  7.5999         	|
on_train_batch_end                 	|  0.0021581      	|1000           	|  2.1581         	|  0.49744        	|
zero_grad                          	|  0.0014634      	|1000           	|  1.4634         	|  0.33731        	|
training_batch_to_device           	|  0.00029049     	|1000           	|  0.29049        	|  0.066958       	|
on_train_batch_start               	|  9.6319e-05     	|1000           	|  0.096319       	|  0.022201       	|
on_train_end                       	|  0.057606       	|1              	|  0.057606       	|  0.013278       	|
on_after_backward                  	|  4.3917e-05     	|1000           	|  0.043917       	|  0.010123       	|
configure_optimizers               	|  0.039837       	|1              	|  0.039837       	|  0.0091825      	|
on_before_backward                 	|  2.8633e-05     	|1000           	|  0.028633       	|  0.0065999      	|
on_pretrain_routine_start          	|  0.027096       	|1              	|  0.027096       	|  0.0062456      	|
on_batch_start                     	|  2.2355e-05     	|1000           	|  0.022355       	|  0.0051529      	|
on_train_epoch_end                 	|  0.0003463      	|63             	|  0.021817       	|  0.0050288      	|
on_train_epoch_start               	|  0.0003194      	|63             	|  0.020122       	|  0.0046382      	|
on_before_zero_grad                	|  1.816e-05      	|1000           	|  0.01816        	|  0.0041859      	|
on_batch_end                       	|  1.7031e-05     	|1000           	|  0.017031       	|  0.0039256      	|
on_before_optimizer_step           	|  1.2978e-05     	|1000           	|  0.012978       	|  0.0029914      	|
training_step_end                  	|  7.4812e-06     	|1000           	|  0.0074812      	|  0.0017244      	|
on_train_start                     	|  0.0011824      	|1              	|  0.0011824      	|  0.00027255     	|
on_epoch_end                       	|  1.1636e-05     	|63             	|  0.00073308     	|  0.00016898     	|
on_epoch_start                     	|  1.1066e-05     	|63             	|  0.00069716     	|  0.0001607      	|
on_fit_end                         	|  0.00014988     	|1              	|  0.00014988     	|  3.4547e-05     	|
teardown                           	|  4.2912e-05     	|1              	|  4.2912e-05     	|  9.8911e-06     	|
on_fit_start                       	|  4.2332e-05     	|1              	|  4.2332e-05     	|  9.7576e-06     	|
on_before_accelerator_backend_setup	|  2.5712e-05     	|1              	|  2.5712e-05     	|  5.9266e-06     	|
setup                              	|  2.3317e-05     	|1              	|  2.3317e-05     	|  5.3744e-06     	|
on_configure_sharded_model         	|  2.1094e-05     	|1              	|  2.1094e-05     	|  4.8622e-06     	|
on_pretrain_routine_end            	|  1.4832e-05     	|1              	|  1.4832e-05     	|  3.4188e-06     	|
prepare_data                       	|  1.0414e-05     	|1              	|  1.0414e-05     	|  2.4004e-06     	|
configure_sharded_model            	|  8.2348e-06     	|1              	|  8.2348e-06     	|  1.8981e-06     	|
on_val_dataloader                  	|  7.7467e-06     	|1              	|  7.7467e-06     	|  1.7856e-06     	|
configure_callbacks                	|  7.5866e-06     	|1              	|  7.5866e-06     	|  1.7487e-06     	|
on_train_dataloader                	|  7.4822e-06     	|1              	|  7.4822e-06     	|  1.7246e-06     	|
