FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  373.17         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.949         	|25             	|  348.73         	|  93.45          	|
run_training_batch                 	|  0.29343        	|1000           	|  293.43         	|  78.631         	|
optimizer_step_with_closure_0      	|  0.28968        	|1000           	|  289.68         	|  77.627         	|
training_step_and_backward         	|  0.22427        	|1000           	|  224.27         	|  60.098         	|
backward                           	|  0.1116         	|1000           	|  111.6          	|  29.906         	|
model_forward                      	|  0.11106        	|1000           	|  111.06         	|  29.761         	|
training_step                      	|  0.11085        	|1000           	|  110.85         	|  29.705         	|
get_train_batch                    	|  0.011975       	|1025           	|  12.275         	|  3.2893         	|
fetch_next_train_batch             	|  0.011948       	|1025           	|  12.247         	|  3.2818         	|
on_train_batch_end                 	|  0.0027348      	|1000           	|  2.7348         	|  0.73285        	|
zero_grad                          	|  0.0015704      	|1000           	|  1.5704         	|  0.42083        	|
training_batch_to_device           	|  0.00034131     	|1000           	|  0.34131        	|  0.091462       	|
on_train_batch_start               	|  9.7425e-05     	|1000           	|  0.097425       	|  0.026107       	|
on_train_end                       	|  0.044182       	|1              	|  0.044182       	|  0.01184        	|
on_after_backward                  	|  2.7696e-05     	|1000           	|  0.027696       	|  0.0074219      	|
on_pretrain_routine_start          	|  0.024046       	|1              	|  0.024046       	|  0.0064438      	|
on_batch_start                     	|  2.2545e-05     	|1000           	|  0.022545       	|  0.0060415      	|
on_before_zero_grad                	|  1.8721e-05     	|1000           	|  0.018721       	|  0.0050167      	|
on_batch_end                       	|  1.7127e-05     	|1000           	|  0.017127       	|  0.0045897      	|
on_before_optimizer_step           	|  1.4149e-05     	|1000           	|  0.014149       	|  0.0037917      	|
on_before_backward                 	|  1.3711e-05     	|1000           	|  0.013711       	|  0.0036743      	|
on_train_epoch_end                 	|  0.00048423     	|25             	|  0.012106       	|  0.0032441      	|
on_train_epoch_start               	|  0.00044199     	|25             	|  0.01105        	|  0.002961       	|
configure_optimizers               	|  0.011037       	|1              	|  0.011037       	|  0.0029576      	|
training_step_end                  	|  7.1865e-06     	|1000           	|  0.0071865      	|  0.0019258      	|
on_train_start                     	|  0.0011587      	|1              	|  0.0011587      	|  0.00031051     	|
on_epoch_end                       	|  1.2495e-05     	|25             	|  0.00031237     	|  8.3707e-05     	|
on_epoch_start                     	|  1.1776e-05     	|25             	|  0.00029439     	|  7.889e-05      	|
on_fit_end                         	|  6.3268e-05     	|1              	|  6.3268e-05     	|  1.6954e-05     	|
on_fit_start                       	|  4.1705e-05     	|1              	|  4.1705e-05     	|  1.1176e-05     	|
on_before_accelerator_backend_setup	|  3.3848e-05     	|1              	|  3.3848e-05     	|  9.0704e-06     	|
setup                              	|  2.5643e-05     	|1              	|  2.5643e-05     	|  6.8717e-06     	|
teardown                           	|  2.0569e-05     	|1              	|  2.0569e-05     	|  5.512e-06      	|
on_configure_sharded_model         	|  2.0193e-05     	|1              	|  2.0193e-05     	|  5.4112e-06     	|
on_pretrain_routine_end            	|  1.5931e-05     	|1              	|  1.5931e-05     	|  4.2691e-06     	|
prepare_data                       	|  1.3418e-05     	|1              	|  1.3418e-05     	|  3.5958e-06     	|
configure_sharded_model            	|  1.3173e-05     	|1              	|  1.3173e-05     	|  3.5299e-06     	|
on_train_dataloader                	|  1.2858e-05     	|1              	|  1.2858e-05     	|  3.4456e-06     	|
on_val_dataloader                  	|  8.0206e-06     	|1              	|  8.0206e-06     	|  2.1493e-06     	|
configure_callbacks                	|  6.2659e-06     	|1              	|  6.2659e-06     	|  1.6791e-06     	|
