FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  430.31         	|  100 %          	|
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run_training_epoch                 	|  6.5224         	|63             	|  410.91         	|  95.491         	|
run_training_batch                 	|  0.27289        	|1000           	|  272.89         	|  63.417         	|
optimizer_step_with_closure_0      	|  0.26958        	|1000           	|  269.58         	|  62.647         	|
training_step_and_backward         	|  0.20645        	|1000           	|  206.45         	|  47.976         	|
model_forward                      	|  0.10296        	|1000           	|  102.96         	|  23.927         	|
training_step                      	|  0.10277        	|1000           	|  102.77         	|  23.883         	|
backward                           	|  0.102          	|1000           	|  102.0          	|  23.704         	|
get_train_batch                    	|  0.030643       	|1063           	|  32.574         	|  7.5698         	|
fetch_next_train_batch             	|  0.030618       	|1063           	|  32.547         	|  7.5636         	|
on_train_batch_end                 	|  0.0021545      	|1000           	|  2.1545         	|  0.50068        	|
zero_grad                          	|  0.0014487      	|1000           	|  1.4487         	|  0.33666        	|
training_batch_to_device           	|  0.00024821     	|1000           	|  0.24821        	|  0.057681       	|
on_train_end                       	|  0.11183        	|1              	|  0.11183        	|  0.025987       	|
on_train_batch_start               	|  9.4969e-05     	|1000           	|  0.094969       	|  0.02207        	|
on_pretrain_routine_start          	|  0.041037       	|1              	|  0.041037       	|  0.0095366      	|
on_after_backward                  	|  2.4963e-05     	|1000           	|  0.024963       	|  0.0058011      	|
on_train_epoch_end                 	|  0.00034104     	|63             	|  0.021486       	|  0.004993       	|
on_before_zero_grad                	|  2.094e-05      	|1000           	|  0.02094        	|  0.0048662      	|
on_train_epoch_start               	|  0.00033004     	|63             	|  0.020792       	|  0.0048319      	|
on_batch_start                     	|  2.0749e-05     	|1000           	|  0.020749       	|  0.0048219      	|
configure_optimizers               	|  0.019196       	|1              	|  0.019196       	|  0.0044609      	|
on_batch_end                       	|  1.6201e-05     	|1000           	|  0.016201       	|  0.003765       	|
on_before_optimizer_step           	|  1.3047e-05     	|1000           	|  0.013047       	|  0.0030321      	|
on_before_backward                 	|  1.2529e-05     	|1000           	|  0.012529       	|  0.0029115      	|
training_step_end                  	|  7.0111e-06     	|1000           	|  0.0070111      	|  0.0016293      	|
on_train_start                     	|  0.0010599      	|1              	|  0.0010599      	|  0.00024631     	|
on_epoch_start                     	|  1.2201e-05     	|63             	|  0.00076864     	|  0.00017862     	|
on_epoch_end                       	|  1.1284e-05     	|63             	|  0.00071092     	|  0.00016521     	|
on_fit_end                         	|  5.5745e-05     	|1              	|  5.5745e-05     	|  1.2955e-05     	|
on_fit_start                       	|  4.6251e-05     	|1              	|  4.6251e-05     	|  1.0748e-05     	|
on_before_accelerator_backend_setup	|  2.3317e-05     	|1              	|  2.3317e-05     	|  5.4185e-06     	|
on_configure_sharded_model         	|  1.8619e-05     	|1              	|  1.8619e-05     	|  4.3269e-06     	|
setup                              	|  1.8563e-05     	|1              	|  1.8563e-05     	|  4.3139e-06     	|
on_pretrain_routine_end            	|  1.505e-05      	|1              	|  1.505e-05      	|  3.4975e-06     	|
teardown                           	|  1.4231e-05     	|1              	|  1.4231e-05     	|  3.307e-06      	|
prepare_data                       	|  8.3558e-06     	|1              	|  8.3558e-06     	|  1.9418e-06     	|
on_val_dataloader                  	|  7.0762e-06     	|1              	|  7.0762e-06     	|  1.6444e-06     	|
configure_callbacks                	|  7.0632e-06     	|1              	|  7.0632e-06     	|  1.6414e-06     	|
configure_sharded_model            	|  6.7819e-06     	|1              	|  6.7819e-06     	|  1.576e-06      	|
on_train_dataloader                	|  6.5528e-06     	|1              	|  6.5528e-06     	|  1.5228e-06     	|
