FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  338.5          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.512         	|21             	|  325.76         	|  96.236         	|
run_training_batch                 	|  0.31097        	|1000           	|  310.97         	|  91.868         	|
optimizer_step_with_closure_0      	|  0.30807        	|1000           	|  308.07         	|  91.012         	|
training_step_and_backward         	|  0.23585        	|1000           	|  235.85         	|  69.675         	|
backward                           	|  0.11841        	|1000           	|  118.41         	|  34.982         	|
model_forward                      	|  0.1159         	|1000           	|  115.9          	|  34.239         	|
training_step                      	|  0.1157         	|1000           	|  115.7          	|  34.18          	|
get_train_batch                    	|  0.0047849      	|1021           	|  4.8854         	|  1.4433         	|
fetch_next_train_batch             	|  0.0047634      	|1021           	|  4.8634         	|  1.4368         	|
on_train_batch_end                 	|  0.001939       	|1000           	|  1.939          	|  0.57283        	|
zero_grad                          	|  0.0015036      	|1000           	|  1.5036         	|  0.44419        	|
training_batch_to_device           	|  0.000297       	|1000           	|  0.297          	|  0.087741       	|
on_train_batch_start               	|  0.00010924     	|1000           	|  0.10924        	|  0.032272       	|
on_pretrain_routine_start          	|  0.028787       	|1              	|  0.028787       	|  0.0085045      	|
on_train_end                       	|  0.024817       	|1              	|  0.024817       	|  0.0073316      	|
on_batch_start                     	|  2.0819e-05     	|1000           	|  0.020819       	|  0.0061503      	|
on_after_backward                  	|  1.9604e-05     	|1000           	|  0.019604       	|  0.0057916      	|
on_before_zero_grad                	|  1.5623e-05     	|1000           	|  0.015623       	|  0.0046155      	|
on_batch_end                       	|  1.5595e-05     	|1000           	|  0.015595       	|  0.0046072      	|
on_before_optimizer_step           	|  1.3368e-05     	|1000           	|  0.013368       	|  0.0039491      	|
on_before_backward                 	|  1.2061e-05     	|1000           	|  0.012061       	|  0.003563       	|
on_train_epoch_start               	|  0.00048386     	|21             	|  0.010161       	|  0.0030018      	|
on_train_epoch_end                 	|  0.00047674     	|21             	|  0.010011       	|  0.0029576      	|
configure_optimizers               	|  0.0094273      	|1              	|  0.0094273      	|  0.002785       	|
training_step_end                  	|  6.4562e-06     	|1000           	|  0.0064562      	|  0.0019073      	|
on_train_start                     	|  0.0017707      	|1              	|  0.0017707      	|  0.00052311     	|
on_epoch_end                       	|  1.1096e-05     	|21             	|  0.00023301     	|  6.8837e-05     	|
on_epoch_start                     	|  1.0586e-05     	|21             	|  0.00022231     	|  6.5675e-05     	|
on_pretrain_routine_end            	|  2.828e-05      	|1              	|  2.828e-05      	|  8.3546e-06     	|
on_fit_end                         	|  2.7993e-05     	|1              	|  2.7993e-05     	|  8.2698e-06     	|
setup                              	|  2.6381e-05     	|1              	|  2.6381e-05     	|  7.7935e-06     	|
on_before_accelerator_backend_setup	|  2.2104e-05     	|1              	|  2.2104e-05     	|  6.53e-06       	|
on_configure_sharded_model         	|  2.0119e-05     	|1              	|  2.0119e-05     	|  5.9436e-06     	|
on_fit_start                       	|  1.9853e-05     	|1              	|  1.9853e-05     	|  5.865e-06      	|
teardown                           	|  1.1326e-05     	|1              	|  1.1326e-05     	|  3.346e-06      	|
on_train_dataloader                	|  1.07e-05       	|1              	|  1.07e-05       	|  3.161e-06      	|
on_val_dataloader                  	|  9.938e-06      	|1              	|  9.938e-06      	|  2.9359e-06     	|
prepare_data                       	|  8.201e-06      	|1              	|  8.201e-06      	|  2.4228e-06     	|
configure_sharded_model            	|  7.158e-06      	|1              	|  7.158e-06      	|  2.1146e-06     	|
configure_callbacks                	|  6.97e-06       	|1              	|  6.97e-06       	|  2.0591e-06     	|
