FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  506.89         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.96761        	|500            	|  483.81         	|  95.446         	|
run_training_batch                 	|  0.33024        	|1000           	|  330.24         	|  65.151         	|
optimizer_step_with_closure_0      	|  0.32755        	|1000           	|  327.55         	|  64.62          	|
training_step_and_backward         	|  0.24525        	|1000           	|  245.25         	|  48.383         	|
model_forward                      	|  0.15299        	|1000           	|  152.99         	|  30.182         	|
training_step                      	|  0.15283        	|1000           	|  152.83         	|  30.15          	|
backward                           	|  0.090889       	|1000           	|  90.889         	|  17.931         	|
get_train_batch                    	|  0.029631       	|1500           	|  44.446         	|  8.7683         	|
fetch_next_train_batch             	|  0.029598       	|1500           	|  44.397         	|  8.7587         	|
zero_grad                          	|  0.0013358      	|1000           	|  1.3358         	|  0.26352        	|
on_train_batch_end                 	|  0.0013178      	|1000           	|  1.3178         	|  0.25997        	|
training_batch_to_device           	|  0.00060415     	|1000           	|  0.60415        	|  0.11919        	|
on_train_epoch_start               	|  0.00027912     	|500            	|  0.13956        	|  0.027533       	|
on_train_epoch_end                 	|  0.00027325     	|500            	|  0.13662        	|  0.026953       	|
on_train_batch_start               	|  0.00010833     	|1000           	|  0.10833        	|  0.021371       	|
on_batch_start                     	|  3.3735e-05     	|1000           	|  0.033735       	|  0.0066553      	|
on_train_end                       	|  0.024283       	|1              	|  0.024283       	|  0.0047907      	|
on_pretrain_routine_start          	|  0.022614       	|1              	|  0.022614       	|  0.0044613      	|
on_before_zero_grad                	|  2.1121e-05     	|1000           	|  0.021121       	|  0.0041667      	|
on_batch_end                       	|  1.4838e-05     	|1000           	|  0.014838       	|  0.0029273      	|
on_before_backward                 	|  1.3152e-05     	|1000           	|  0.013152       	|  0.0025947      	|
on_before_optimizer_step           	|  1.2509e-05     	|1000           	|  0.012509       	|  0.0024679      	|
on_after_backward                  	|  1.1376e-05     	|1000           	|  0.011376       	|  0.0022444      	|
configure_optimizers               	|  0.0083529      	|1              	|  0.0083529      	|  0.0016479      	|
training_step_end                  	|  7.934e-06      	|1000           	|  0.007934       	|  0.0015652      	|
on_epoch_end                       	|  1.1482e-05     	|500            	|  0.0057409      	|  0.0011326      	|
on_epoch_start                     	|  1.0388e-05     	|500            	|  0.005194       	|  0.0010247      	|
on_train_start                     	|  0.00074541     	|1              	|  0.00074541     	|  0.00014706     	|
on_fit_end                         	|  2.3654e-05     	|1              	|  2.3654e-05     	|  4.6665e-06     	|
on_before_accelerator_backend_setup	|  1.9837e-05     	|1              	|  1.9837e-05     	|  3.9135e-06     	|
on_fit_start                       	|  1.6431e-05     	|1              	|  1.6431e-05     	|  3.2415e-06     	|
on_pretrain_routine_end            	|  1.4516e-05     	|1              	|  1.4516e-05     	|  2.8637e-06     	|
on_configure_sharded_model         	|  1.3244e-05     	|1              	|  1.3244e-05     	|  2.6128e-06     	|
setup                              	|  1.2674e-05     	|1              	|  1.2674e-05     	|  2.5003e-06     	|
teardown                           	|  1.087e-05      	|1              	|  1.087e-05      	|  2.1444e-06     	|
prepare_data                       	|  7.4831e-06     	|1              	|  7.4831e-06     	|  1.4763e-06     	|
on_val_dataloader                  	|  5.099e-06      	|1              	|  5.099e-06      	|  1.0059e-06     	|
configure_sharded_model            	|  4.8591e-06     	|1              	|  4.8591e-06     	|  9.586e-07      	|
configure_callbacks                	|  4.829e-06      	|1              	|  4.829e-06      	|  9.5268e-07     	|
on_train_dataloader                	|  4.4079e-06     	|1              	|  4.4079e-06     	|  8.6961e-07     	|
