FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  384.8          	|  100 %          	|
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run_training_epoch                 	|  5.8176         	|63             	|  366.51         	|  95.248         	|
run_training_batch                 	|  0.2322         	|1000           	|  232.2          	|  60.343         	|
optimizer_step_with_closure_0      	|  0.23034        	|1000           	|  230.34         	|  59.861         	|
training_step_and_backward         	|  0.17156        	|1000           	|  171.56         	|  44.585         	|
model_forward                      	|  0.086154       	|1000           	|  86.154         	|  22.389         	|
training_step                      	|  0.085995       	|1000           	|  85.995         	|  22.348         	|
backward                           	|  0.084141       	|1000           	|  84.141         	|  21.866         	|
get_train_batch                    	|  0.027849       	|1063           	|  29.603         	|  7.6932         	|
fetch_next_train_batch             	|  0.027771       	|1063           	|  29.521         	|  7.6719         	|
on_train_batch_end                 	|  0.0014688      	|1000           	|  1.4688         	|  0.38172        	|
zero_grad                          	|  0.0012411      	|1000           	|  1.2411         	|  0.32254        	|
training_batch_to_device           	|  0.00024173     	|1000           	|  0.24173        	|  0.06282        	|
on_train_batch_start               	|  9.1035e-05     	|1000           	|  0.091035       	|  0.023658       	|
on_train_end                       	|  0.049618       	|1              	|  0.049618       	|  0.012895       	|
configure_optimizers               	|  0.021747       	|1              	|  0.021747       	|  0.0056515      	|
on_pretrain_routine_start          	|  0.021621       	|1              	|  0.021621       	|  0.0056189      	|
on_before_backward                 	|  2.0913e-05     	|1000           	|  0.020913       	|  0.0054349      	|
on_train_epoch_end                 	|  0.00032882     	|63             	|  0.020715       	|  0.0053835      	|
on_train_epoch_start               	|  0.00032543     	|63             	|  0.020502       	|  0.0053281      	|
on_batch_start                     	|  1.9058e-05     	|1000           	|  0.019058       	|  0.0049528      	|
on_after_backward                  	|  1.5353e-05     	|1000           	|  0.015353       	|  0.00399        	|
on_batch_end                       	|  1.395e-05      	|1000           	|  0.01395        	|  0.0036254      	|
on_before_zero_grad                	|  1.3454e-05     	|1000           	|  0.013454       	|  0.0034965      	|
on_before_optimizer_step           	|  1.1836e-05     	|1000           	|  0.011836       	|  0.003076       	|
training_step_end                  	|  6.1042e-06     	|1000           	|  0.0061042      	|  0.0015864      	|
on_train_start                     	|  0.0011712      	|1              	|  0.0011712      	|  0.00030436     	|
on_epoch_start                     	|  1.1096e-05     	|63             	|  0.00069903     	|  0.00018166     	|
on_epoch_end                       	|  1.0859e-05     	|63             	|  0.00068414     	|  0.00017779     	|
on_fit_end                         	|  0.00012534     	|1              	|  0.00012534     	|  3.2573e-05     	|
on_fit_start                       	|  4.31e-05       	|1              	|  4.31e-05       	|  1.1201e-05     	|
on_before_accelerator_backend_setup	|  2.4915e-05     	|1              	|  2.4915e-05     	|  6.4748e-06     	|
setup                              	|  2.2018e-05     	|1              	|  2.2018e-05     	|  5.7221e-06     	|
teardown                           	|  2.037e-05      	|1              	|  2.037e-05      	|  5.2937e-06     	|
on_configure_sharded_model         	|  1.8964e-05     	|1              	|  1.8964e-05     	|  4.9282e-06     	|
on_pretrain_routine_end            	|  1.503e-05      	|1              	|  1.503e-05      	|  3.9059e-06     	|
prepare_data                       	|  9.8757e-06     	|1              	|  9.8757e-06     	|  2.5665e-06     	|
configure_sharded_model            	|  7.9181e-06     	|1              	|  7.9181e-06     	|  2.0577e-06     	|
configure_callbacks                	|  7.1414e-06     	|1              	|  7.1414e-06     	|  1.8559e-06     	|
on_val_dataloader                  	|  6.7055e-06     	|1              	|  6.7055e-06     	|  1.7426e-06     	|
on_train_dataloader                	|  6.0312e-06     	|1              	|  6.0312e-06     	|  1.5674e-06     	|
