FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  510.87         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.7709         	|63             	|  489.57         	|  95.83          	|
run_training_batch                 	|  0.36787        	|1000           	|  367.87         	|  72.009         	|
optimizer_step_with_closure_0      	|  0.36527        	|1000           	|  365.27         	|  71.499         	|
training_step_and_backward         	|  0.26114        	|1000           	|  261.14         	|  51.117         	|
model_forward                      	|  0.13503        	|1000           	|  135.03         	|  26.432         	|
training_step                      	|  0.13486        	|1000           	|  134.86         	|  26.398         	|
backward                           	|  0.1247         	|1000           	|  124.7          	|  24.41          	|
get_train_batch                    	|  0.025041       	|1063           	|  26.618         	|  5.2104         	|
fetch_next_train_batch             	|  0.025017       	|1063           	|  26.593         	|  5.2054         	|
on_train_batch_end                 	|  0.0017765      	|1000           	|  1.7765         	|  0.34774        	|
zero_grad                          	|  0.0013767      	|1000           	|  1.3767         	|  0.26948        	|
training_batch_to_device           	|  0.00029166     	|1000           	|  0.29166        	|  0.05709        	|
on_train_batch_start               	|  9.4649e-05     	|1000           	|  0.094649       	|  0.018527       	|
on_train_end                       	|  0.043628       	|1              	|  0.043628       	|  0.0085399      	|
on_train_epoch_end                 	|  0.0003671      	|63             	|  0.023127       	|  0.004527       	|
on_train_epoch_start               	|  0.00035224     	|63             	|  0.022191       	|  0.0043438      	|
on_pretrain_routine_start          	|  0.021464       	|1              	|  0.021464       	|  0.0042014      	|
on_after_backward                  	|  2.1317e-05     	|1000           	|  0.021317       	|  0.0041726      	|
on_batch_start                     	|  1.9865e-05     	|1000           	|  0.019865       	|  0.0038884      	|
on_before_zero_grad                	|  1.5598e-05     	|1000           	|  0.015598       	|  0.0030533      	|
on_batch_end                       	|  1.5453e-05     	|1000           	|  0.015453       	|  0.0030248      	|
on_before_optimizer_step           	|  1.2657e-05     	|1000           	|  0.012657       	|  0.0024776      	|
on_before_backward                 	|  1.2048e-05     	|1000           	|  0.012048       	|  0.0023584      	|
configure_optimizers               	|  0.010135       	|1              	|  0.010135       	|  0.0019838      	|
training_step_end                  	|  6.3548e-06     	|1000           	|  0.0063548      	|  0.0012439      	|
on_train_start                     	|  0.0015439      	|1              	|  0.0015439      	|  0.00030221     	|
on_epoch_end                       	|  1.2085e-05     	|63             	|  0.00076136     	|  0.00014903     	|
on_epoch_start                     	|  1.1113e-05     	|63             	|  0.00070012     	|  0.00013704     	|
on_fit_end                         	|  5.8359e-05     	|1              	|  5.8359e-05     	|  1.1423e-05     	|
on_fit_start                       	|  4.1932e-05     	|1              	|  4.1932e-05     	|  8.2079e-06     	|
on_before_accelerator_backend_setup	|  3.2831e-05     	|1              	|  3.2831e-05     	|  6.4265e-06     	|
on_configure_sharded_model         	|  2.4719e-05     	|1              	|  2.4719e-05     	|  4.8386e-06     	|
setup                              	|  2.2959e-05     	|1              	|  2.2959e-05     	|  4.4941e-06     	|
teardown                           	|  1.6553e-05     	|1              	|  1.6553e-05     	|  3.2402e-06     	|
on_pretrain_routine_end            	|  1.3938e-05     	|1              	|  1.3938e-05     	|  2.7283e-06     	|
prepare_data                       	|  9.7137e-06     	|1              	|  9.7137e-06     	|  1.9014e-06     	|
configure_callbacks                	|  8.326e-06      	|1              	|  8.326e-06      	|  1.6298e-06     	|
configure_sharded_model            	|  7.5102e-06     	|1              	|  7.5102e-06     	|  1.4701e-06     	|
on_val_dataloader                  	|  7.1116e-06     	|1              	|  7.1116e-06     	|  1.3921e-06     	|
on_train_dataloader                	|  5.7034e-06     	|1              	|  5.7034e-06     	|  1.1164e-06     	|
