FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  436.41         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.6037         	|63             	|  416.03         	|  95.33          	|
run_training_batch                 	|  0.27596        	|1000           	|  275.96         	|  63.235         	|
optimizer_step_with_closure_0      	|  0.27253        	|1000           	|  272.53         	|  62.448         	|
training_step_and_backward         	|  0.20809        	|1000           	|  208.09         	|  47.683         	|
model_forward                      	|  0.10493        	|1000           	|  104.93         	|  24.045         	|
training_step                      	|  0.10472        	|1000           	|  104.72         	|  23.997         	|
backward                           	|  0.10158        	|1000           	|  101.58         	|  23.277         	|
get_train_batch                    	|  0.029758       	|1063           	|  31.633         	|  7.2483         	|
fetch_next_train_batch             	|  0.029733       	|1063           	|  31.606         	|  7.2423         	|
on_train_batch_end                 	|  0.0022581      	|1000           	|  2.2581         	|  0.51743        	|
zero_grad                          	|  0.0014975      	|1000           	|  1.4975         	|  0.34314        	|
training_batch_to_device           	|  0.00025201     	|1000           	|  0.25201        	|  0.057746       	|
on_train_batch_start               	|  0.00011275     	|1000           	|  0.11275        	|  0.025835       	|
on_train_end                       	|  0.065222       	|1              	|  0.065222       	|  0.014945       	|
on_batch_start                     	|  4.1294e-05     	|1000           	|  0.041294       	|  0.0094622      	|
on_after_backward                  	|  2.6585e-05     	|1000           	|  0.026585       	|  0.0060918      	|
on_pretrain_routine_start          	|  0.026243       	|1              	|  0.026243       	|  0.0060134      	|
training_step_end                  	|  2.4657e-05     	|1000           	|  0.024657       	|  0.00565        	|
configure_optimizers               	|  0.023397       	|1              	|  0.023397       	|  0.0053611      	|
on_train_epoch_start               	|  0.00033987     	|63             	|  0.021412       	|  0.0049064      	|
on_train_epoch_end                 	|  0.00033844     	|63             	|  0.021322       	|  0.0048858      	|
on_before_zero_grad                	|  1.7987e-05     	|1000           	|  0.017987       	|  0.0041216      	|
on_batch_end                       	|  1.5543e-05     	|1000           	|  0.015543       	|  0.0035615      	|
on_before_optimizer_step           	|  1.4411e-05     	|1000           	|  0.014411       	|  0.0033021      	|
on_before_backward                 	|  1.2766e-05     	|1000           	|  0.012766       	|  0.0029253      	|
on_train_start                     	|  0.0011399      	|1              	|  0.0011399      	|  0.00026121     	|
on_epoch_start                     	|  1.2047e-05     	|63             	|  0.00075895     	|  0.00017391     	|
on_epoch_end                       	|  1.1094e-05     	|63             	|  0.00069894     	|  0.00016016     	|
on_fit_end                         	|  5.856e-05      	|1              	|  5.856e-05      	|  1.3418e-05     	|
on_fit_start                       	|  5.5363e-05     	|1              	|  5.5363e-05     	|  1.2686e-05     	|
on_before_accelerator_backend_setup	|  2.6951e-05     	|1              	|  2.6951e-05     	|  6.1755e-06     	|
on_configure_sharded_model         	|  2.6191e-05     	|1              	|  2.6191e-05     	|  6.0014e-06     	|
setup                              	|  2.4103e-05     	|1              	|  2.4103e-05     	|  5.5229e-06     	|
teardown                           	|  1.5011e-05     	|1              	|  1.5011e-05     	|  3.4397e-06     	|
on_pretrain_routine_end            	|  1.4033e-05     	|1              	|  1.4033e-05     	|  3.2156e-06     	|
prepare_data                       	|  1.1187e-05     	|1              	|  1.1187e-05     	|  2.5634e-06     	|
configure_sharded_model            	|  1.1001e-05     	|1              	|  1.1001e-05     	|  2.5207e-06     	|
on_train_dataloader                	|  8.1118e-06     	|1              	|  8.1118e-06     	|  1.8588e-06     	|
configure_callbacks                	|  7.7337e-06     	|1              	|  7.7337e-06     	|  1.7721e-06     	|
on_val_dataloader                  	|  6.8564e-06     	|1              	|  6.8564e-06     	|  1.5711e-06     	|
