FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  424.73         	|  100 %          	|
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run_training_epoch                 	|  6.4159         	|63             	|  404.2          	|  95.167         	|
run_training_batch                 	|  0.27829        	|1000           	|  278.29         	|  65.522         	|
optimizer_step_with_closure_0      	|  0.27502        	|1000           	|  275.02         	|  64.75          	|
training_step_and_backward         	|  0.21014        	|1000           	|  210.14         	|  49.477         	|
model_forward                      	|  0.10615        	|1000           	|  106.15         	|  24.993         	|
training_step                      	|  0.10596        	|1000           	|  105.96         	|  24.947         	|
backward                           	|  0.10245        	|1000           	|  102.45         	|  24.12          	|
get_train_batch                    	|  0.026325       	|1063           	|  27.984         	|  6.5886         	|
fetch_next_train_batch             	|  0.0263         	|1063           	|  27.957         	|  6.5824         	|
on_train_batch_end                 	|  0.0021563      	|1000           	|  2.1563         	|  0.50769        	|
zero_grad                          	|  0.0015077      	|1000           	|  1.5077         	|  0.35498        	|
training_batch_to_device           	|  0.00027593     	|1000           	|  0.27593        	|  0.064966       	|
on_train_batch_start               	|  9.5253e-05     	|1000           	|  0.095253       	|  0.022427       	|
on_train_end                       	|  0.064836       	|1              	|  0.064836       	|  0.015265       	|
configure_optimizers               	|  0.035202       	|1              	|  0.035202       	|  0.0082881      	|
on_after_backward                  	|  2.8507e-05     	|1000           	|  0.028507       	|  0.0067117      	|
on_pretrain_routine_start          	|  0.024017       	|1              	|  0.024017       	|  0.0056547      	|
on_batch_start                     	|  2.289e-05      	|1000           	|  0.02289        	|  0.0053894      	|
on_train_epoch_end                 	|  0.0003467      	|63             	|  0.021842       	|  0.0051426      	|
on_train_epoch_start               	|  0.00034359     	|63             	|  0.021646       	|  0.0050964      	|
on_before_zero_grad                	|  2.0108e-05     	|1000           	|  0.020108       	|  0.0047343      	|
on_batch_end                       	|  1.563e-05      	|1000           	|  0.01563        	|  0.0036799      	|
on_before_backward                 	|  1.3086e-05     	|1000           	|  0.013086       	|  0.0030809      	|
on_before_optimizer_step           	|  1.2697e-05     	|1000           	|  0.012697       	|  0.0029894      	|
training_step_end                  	|  7.5764e-06     	|1000           	|  0.0075764      	|  0.0017838      	|
on_train_start                     	|  0.0015639      	|1              	|  0.0015639      	|  0.00036822     	|
on_epoch_end                       	|  1.1774e-05     	|63             	|  0.00074178     	|  0.00017465     	|
on_epoch_start                     	|  1.1284e-05     	|63             	|  0.00071087     	|  0.00016737     	|
on_fit_end                         	|  5.7651e-05     	|1              	|  5.7651e-05     	|  1.3573e-05     	|
on_fit_start                       	|  4.6488e-05     	|1              	|  4.6488e-05     	|  1.0945e-05     	|
on_configure_sharded_model         	|  2.8612e-05     	|1              	|  2.8612e-05     	|  6.7365e-06     	|
on_before_accelerator_backend_setup	|  2.2599e-05     	|1              	|  2.2599e-05     	|  5.3209e-06     	|
setup                              	|  2.1102e-05     	|1              	|  2.1102e-05     	|  4.9683e-06     	|
teardown                           	|  1.443e-05      	|1              	|  1.443e-05      	|  3.3974e-06     	|
on_pretrain_routine_end            	|  1.4242e-05     	|1              	|  1.4242e-05     	|  3.3531e-06     	|
configure_sharded_model            	|  1.0433e-05     	|1              	|  1.0433e-05     	|  2.4563e-06     	|
configure_callbacks                	|  9.5982e-06     	|1              	|  9.5982e-06     	|  2.2598e-06     	|
on_train_dataloader                	|  8.6892e-06     	|1              	|  8.6892e-06     	|  2.0458e-06     	|
prepare_data                       	|  8.449e-06      	|1              	|  8.449e-06      	|  1.9892e-06     	|
on_val_dataloader                  	|  8.1975e-06     	|1              	|  8.1975e-06     	|  1.93e-06       	|
