FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  422.73         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.3799         	|63             	|  401.93         	|  95.08          	|
run_training_batch                 	|  0.27661        	|1000           	|  276.61         	|  65.433         	|
optimizer_step_with_closure_0      	|  0.27329        	|1000           	|  273.29         	|  64.65          	|
training_step_and_backward         	|  0.20776        	|1000           	|  207.76         	|  49.146         	|
model_forward                      	|  0.10564        	|1000           	|  105.64         	|  24.99          	|
training_step                      	|  0.10545        	|1000           	|  105.45         	|  24.945         	|
backward                           	|  0.1006         	|1000           	|  100.6          	|  23.797         	|
get_train_batch                    	|  0.025452       	|1063           	|  27.055         	|  6.4001         	|
fetch_next_train_batch             	|  0.025413       	|1063           	|  27.014         	|  6.3903         	|
on_train_batch_end                 	|  0.0022161      	|1000           	|  2.2161         	|  0.52423        	|
zero_grad                          	|  0.001485       	|1000           	|  1.485          	|  0.35129        	|
training_batch_to_device           	|  0.00026033     	|1000           	|  0.26033        	|  0.061582       	|
on_train_batch_start               	|  9.636e-05      	|1000           	|  0.09636        	|  0.022795       	|
on_train_end                       	|  0.054696       	|1              	|  0.054696       	|  0.012939       	|
on_after_backward                  	|  2.6416e-05     	|1000           	|  0.026416       	|  0.0062489      	|
on_pretrain_routine_start          	|  0.024681       	|1              	|  0.024681       	|  0.0058386      	|
on_train_epoch_end                 	|  0.00036686     	|63             	|  0.023112       	|  0.0054673      	|
on_train_epoch_start               	|  0.00036097     	|63             	|  0.022741       	|  0.0053796      	|
configure_optimizers               	|  0.022699       	|1              	|  0.022699       	|  0.0053695      	|
on_batch_start                     	|  2.0912e-05     	|1000           	|  0.020912       	|  0.0049468      	|
on_before_zero_grad                	|  1.8986e-05     	|1000           	|  0.018986       	|  0.0044912      	|
on_batch_end                       	|  1.558e-05      	|1000           	|  0.01558        	|  0.0036856      	|
on_before_optimizer_step           	|  1.4245e-05     	|1000           	|  0.014245       	|  0.0033697      	|
on_before_backward                 	|  1.3449e-05     	|1000           	|  0.013449       	|  0.0031815      	|
training_step_end                  	|  7.4831e-06     	|1000           	|  0.0074831      	|  0.0017702      	|
on_train_start                     	|  0.0011911      	|1              	|  0.0011911      	|  0.00028177     	|
on_epoch_end                       	|  1.3264e-05     	|63             	|  0.00083561     	|  0.00019767     	|
on_epoch_start                     	|  1.0949e-05     	|63             	|  0.00068978     	|  0.00016317     	|
on_fit_end                         	|  5.934e-05      	|1              	|  5.934e-05      	|  1.4037e-05     	|
on_fit_start                       	|  4.9816e-05     	|1              	|  4.9816e-05     	|  1.1784e-05     	|
on_before_accelerator_backend_setup	|  3.3759e-05     	|1              	|  3.3759e-05     	|  7.9858e-06     	|
setup                              	|  2.7139e-05     	|1              	|  2.7139e-05     	|  6.4199e-06     	|
on_configure_sharded_model         	|  2.6088e-05     	|1              	|  2.6088e-05     	|  6.1713e-06     	|
on_pretrain_routine_end            	|  1.6734e-05     	|1              	|  1.6734e-05     	|  3.9585e-06     	|
teardown                           	|  1.6412e-05     	|1              	|  1.6412e-05     	|  3.8823e-06     	|
prepare_data                       	|  1.2973e-05     	|1              	|  1.2973e-05     	|  3.0689e-06     	|
configure_callbacks                	|  1.1073e-05     	|1              	|  1.1073e-05     	|  2.6195e-06     	|
on_val_dataloader                  	|  1.0738e-05     	|1              	|  1.0738e-05     	|  2.5402e-06     	|
on_train_dataloader                	|  1.0148e-05     	|1              	|  1.0148e-05     	|  2.4005e-06     	|
configure_sharded_model            	|  8.3447e-06     	|1              	|  8.3447e-06     	|  1.974e-06      	|
