FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  438.17         	|  100 %          	|
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run_training_epoch                 	|  6.5762         	|63             	|  414.3          	|  94.553         	|
run_training_batch                 	|  0.28034        	|1000           	|  280.34         	|  63.981         	|
optimizer_step_with_closure_0      	|  0.27593        	|1000           	|  275.93         	|  62.974         	|
training_step_and_backward         	|  0.20612        	|1000           	|  206.12         	|  47.04          	|
model_forward                      	|  0.11093        	|1000           	|  110.93         	|  25.318         	|
training_step                      	|  0.11072        	|1000           	|  110.72         	|  25.269         	|
backward                           	|  0.093519       	|1000           	|  93.519         	|  21.343         	|
get_train_batch                    	|  0.026149       	|1063           	|  27.796         	|  6.3437         	|
fetch_next_train_batch             	|  0.026125       	|1063           	|  27.771         	|  6.3379         	|
on_train_batch_end                 	|  0.0023556      	|1000           	|  2.3556         	|  0.53759        	|
zero_grad                          	|  0.0016265      	|1000           	|  1.6265         	|  0.3712         	|
training_batch_to_device           	|  0.00032368     	|1000           	|  0.32368        	|  0.073871       	|
on_train_batch_start               	|  9.4761e-05     	|1000           	|  0.094761       	|  0.021627       	|
on_train_end                       	|  0.051369       	|1              	|  0.051369       	|  0.011724       	|
on_after_backward                  	|  2.6933e-05     	|1000           	|  0.026933       	|  0.0061467      	|
on_train_epoch_start               	|  0.00039592     	|63             	|  0.024943       	|  0.0056926      	|
on_train_epoch_end                 	|  0.00039354     	|63             	|  0.024793       	|  0.0056583      	|
on_batch_start                     	|  2.2632e-05     	|1000           	|  0.022632       	|  0.005165       	|
on_pretrain_routine_start          	|  0.02257        	|1              	|  0.02257        	|  0.0051511      	|
on_before_zero_grad                	|  1.8805e-05     	|1000           	|  0.018805       	|  0.0042917      	|
on_batch_end                       	|  1.615e-05      	|1000           	|  0.01615        	|  0.0036857      	|
on_before_optimizer_step           	|  1.5139e-05     	|1000           	|  0.015139       	|  0.003455       	|
on_before_backward                 	|  1.3464e-05     	|1000           	|  0.013464       	|  0.0030728      	|
configure_optimizers               	|  0.011068       	|1              	|  0.011068       	|  0.002526       	|
training_step_end                  	|  7.2452e-06     	|1000           	|  0.0072452      	|  0.0016535      	|
on_train_start                     	|  0.0016989      	|1              	|  0.0016989      	|  0.00038772     	|
on_epoch_end                       	|  1.2538e-05     	|63             	|  0.00078987     	|  0.00018027     	|
on_epoch_start                     	|  1.2263e-05     	|63             	|  0.00077258     	|  0.00017632     	|
on_fit_end                         	|  6.1205e-05     	|1              	|  6.1205e-05     	|  1.3968e-05     	|
on_fit_start                       	|  4.5128e-05     	|1              	|  4.5128e-05     	|  1.0299e-05     	|
setup                              	|  3.1369e-05     	|1              	|  3.1369e-05     	|  7.159e-06      	|
on_before_accelerator_backend_setup	|  2.4375e-05     	|1              	|  2.4375e-05     	|  5.5628e-06     	|
on_configure_sharded_model         	|  2.2195e-05     	|1              	|  2.2195e-05     	|  5.0654e-06     	|
teardown                           	|  1.6628e-05     	|1              	|  1.6628e-05     	|  3.7948e-06     	|
on_pretrain_routine_end            	|  1.4795e-05     	|1              	|  1.4795e-05     	|  3.3765e-06     	|
prepare_data                       	|  9.1884e-06     	|1              	|  9.1884e-06     	|  2.097e-06      	|
configure_callbacks                	|  8.8457e-06     	|1              	|  8.8457e-06     	|  2.0188e-06     	|
configure_sharded_model            	|  8.6166e-06     	|1              	|  8.6166e-06     	|  1.9665e-06     	|
on_val_dataloader                  	|  7.9907e-06     	|1              	|  7.9907e-06     	|  1.8237e-06     	|
on_train_dataloader                	|  7.9107e-06     	|1              	|  7.9107e-06     	|  1.8054e-06     	|
