FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  356.82         	|  100 %          	|
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run_training_epoch                 	|  5.3006         	|63             	|  333.94         	|  93.586         	|
run_training_batch                 	|  0.31069        	|1000           	|  310.69         	|  87.072         	|
optimizer_step_with_closure_0      	|  0.30798        	|1000           	|  307.98         	|  86.311         	|
training_step_and_backward         	|  0.23145        	|1000           	|  231.45         	|  64.864         	|
model_forward                      	|  0.1436         	|1000           	|  143.6          	|  40.244         	|
training_step                      	|  0.14346        	|1000           	|  143.46         	|  40.206         	|
backward                           	|  0.086553       	|1000           	|  86.553         	|  24.257         	|
get_train_batch                    	|  0.0074465      	|1063           	|  7.9156         	|  2.2183         	|
fetch_next_train_batch             	|  0.0074277      	|1063           	|  7.8956         	|  2.2128         	|
zero_grad                          	|  0.0012713      	|1000           	|  1.2713         	|  0.35628        	|
on_train_batch_end                 	|  0.0011992      	|1000           	|  1.1992         	|  0.33609        	|
training_batch_to_device           	|  0.00022604     	|1000           	|  0.22604        	|  0.063347       	|
on_train_batch_start               	|  9.1278e-05     	|1000           	|  0.091278       	|  0.025581       	|
on_train_end                       	|  0.024625       	|1              	|  0.024625       	|  0.0069011      	|
on_pretrain_routine_start          	|  0.022441       	|1              	|  0.022441       	|  0.0062891      	|
on_train_epoch_end                 	|  0.0002925      	|63             	|  0.018427       	|  0.0051643      	|
on_train_epoch_start               	|  0.000288       	|63             	|  0.018144       	|  0.0050849      	|
on_batch_start                     	|  1.5798e-05     	|1000           	|  0.015798       	|  0.0044274      	|
on_batch_end                       	|  1.3567e-05     	|1000           	|  0.013567       	|  0.0038022      	|
on_before_zero_grad                	|  1.3331e-05     	|1000           	|  0.013331       	|  0.003736       	|
on_after_backward                  	|  1.1981e-05     	|1000           	|  0.011981       	|  0.0033578      	|
on_before_optimizer_step           	|  1.0205e-05     	|1000           	|  0.010205       	|  0.00286        	|
on_before_backward                 	|  1.0153e-05     	|1000           	|  0.010153       	|  0.0028454      	|
configure_optimizers               	|  0.0080799      	|1              	|  0.0080799      	|  0.0022644      	|
training_step_end                  	|  5.7321e-06     	|1000           	|  0.0057321      	|  0.0016064      	|
on_train_start                     	|  0.000728       	|1              	|  0.000728       	|  0.00020402     	|
on_epoch_end                       	|  1.0768e-05     	|63             	|  0.00067838     	|  0.00019012     	|
on_epoch_start                     	|  1.0547e-05     	|63             	|  0.00066446     	|  0.00018622     	|
on_fit_end                         	|  1.9867e-05     	|1              	|  1.9867e-05     	|  5.5677e-06     	|
on_before_accelerator_backend_setup	|  1.7913e-05     	|1              	|  1.7913e-05     	|  5.0201e-06     	|
on_fit_start                       	|  1.6641e-05     	|1              	|  1.6641e-05     	|  4.6637e-06     	|
setup                              	|  1.5099e-05     	|1              	|  1.5099e-05     	|  4.2315e-06     	|
on_configure_sharded_model         	|  1.4057e-05     	|1              	|  1.4057e-05     	|  3.9395e-06     	|
teardown                           	|  9.869e-06      	|1              	|  9.869e-06      	|  2.7658e-06     	|
on_pretrain_routine_end            	|  9.699e-06      	|1              	|  9.699e-06      	|  2.7182e-06     	|
prepare_data                       	|  7.0231e-06     	|1              	|  7.0231e-06     	|  1.9682e-06     	|
configure_callbacks                	|  5.2e-06        	|1              	|  5.2e-06        	|  1.4573e-06     	|
configure_sharded_model            	|  4.438e-06      	|1              	|  4.438e-06      	|  1.2437e-06     	|
on_train_dataloader                	|  4.438e-06      	|1              	|  4.438e-06      	|  1.2437e-06     	|
on_val_dataloader                  	|  4.2779e-06     	|1              	|  4.2779e-06     	|  1.1989e-06     	|
