FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  416.57         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.3173         	|63             	|  397.99         	|  95.539         	|
run_training_batch                 	|  0.27645        	|1000           	|  276.45         	|  66.362         	|
optimizer_step_with_closure_0      	|  0.27317        	|1000           	|  273.17         	|  65.575         	|
training_step_and_backward         	|  0.20856        	|1000           	|  208.56         	|  50.065         	|
model_forward                      	|  0.10525        	|1000           	|  105.25         	|  25.267         	|
training_step                      	|  0.10506        	|1000           	|  105.06         	|  25.22          	|
backward                           	|  0.10175        	|1000           	|  101.75         	|  24.426         	|
get_train_batch                    	|  0.026296       	|1063           	|  27.953         	|  6.7102         	|
fetch_next_train_batch             	|  0.026272       	|1063           	|  27.928         	|  6.7041         	|
on_train_batch_end                 	|  0.0021405      	|1000           	|  2.1405         	|  0.51383        	|
zero_grad                          	|  0.0015152      	|1000           	|  1.5152         	|  0.36373        	|
training_batch_to_device           	|  0.00025        	|1000           	|  0.25           	|  0.060013       	|
on_train_batch_start               	|  9.4146e-05     	|1000           	|  0.094146       	|  0.0226         	|
on_train_end                       	|  0.056006       	|1              	|  0.056006       	|  0.013444       	|
on_after_backward                  	|  2.6049e-05     	|1000           	|  0.026049       	|  0.0062532      	|
on_pretrain_routine_start          	|  0.022454       	|1              	|  0.022454       	|  0.0053901      	|
on_train_epoch_end                 	|  0.00034826     	|63             	|  0.02194        	|  0.0052668      	|
on_train_epoch_start               	|  0.00033246     	|63             	|  0.020945       	|  0.0050279      	|
on_batch_start                     	|  2.0894e-05     	|1000           	|  0.020894       	|  0.0050158      	|
configure_optimizers               	|  0.020043       	|1              	|  0.020043       	|  0.0048113      	|
on_before_zero_grad                	|  1.793e-05      	|1000           	|  0.01793        	|  0.0043042      	|
on_batch_end                       	|  1.5263e-05     	|1000           	|  0.015263       	|  0.003664       	|
on_before_optimizer_step           	|  1.3227e-05     	|1000           	|  0.013227       	|  0.0031751      	|
on_before_backward                 	|  1.2597e-05     	|1000           	|  0.012597       	|  0.003024       	|
training_step_end                  	|  6.9937e-06     	|1000           	|  0.0069937      	|  0.0016789      	|
on_train_start                     	|  0.0011321      	|1              	|  0.0011321      	|  0.00027177     	|
on_epoch_start                     	|  1.1727e-05     	|63             	|  0.00073881     	|  0.00017735     	|
on_epoch_end                       	|  1.1394e-05     	|63             	|  0.00071785     	|  0.00017232     	|
on_fit_end                         	|  5.0671e-05     	|1              	|  5.0671e-05     	|  1.2164e-05     	|
on_fit_start                       	|  4.5067e-05     	|1              	|  4.5067e-05     	|  1.0818e-05     	|
on_before_accelerator_backend_setup	|  2.5451e-05     	|1              	|  2.5451e-05     	|  6.1096e-06     	|
setup                              	|  2.4443e-05     	|1              	|  2.4443e-05     	|  5.8677e-06     	|
on_configure_sharded_model         	|  1.9757e-05     	|1              	|  1.9757e-05     	|  4.7427e-06     	|
teardown                           	|  1.6013e-05     	|1              	|  1.6013e-05     	|  3.844e-06      	|
on_pretrain_routine_end            	|  1.3232e-05     	|1              	|  1.3232e-05     	|  3.1764e-06     	|
prepare_data                       	|  9.0729e-06     	|1              	|  9.0729e-06     	|  2.178e-06      	|
configure_sharded_model            	|  7.6704e-06     	|1              	|  7.6704e-06     	|  1.8413e-06     	|
on_train_dataloader                	|  7.6517e-06     	|1              	|  7.6517e-06     	|  1.8368e-06     	|
on_val_dataloader                  	|  7.1172e-06     	|1              	|  7.1172e-06     	|  1.7085e-06     	|
configure_callbacks                	|  6.8042e-06     	|1              	|  6.8042e-06     	|  1.6334e-06     	|
