FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2525         	|63             	|  330.91         	|  93.497         	|
run_training_batch                 	|  0.30772        	|1000           	|  307.72         	|  86.946         	|
optimizer_step_with_closure_0      	|  0.30496        	|1000           	|  304.96         	|  86.167         	|
training_step_and_backward         	|  0.22911        	|1000           	|  229.11         	|  64.735         	|
model_forward                      	|  0.14104        	|1000           	|  141.04         	|  39.851         	|
training_step                      	|  0.14091        	|1000           	|  140.91         	|  39.812         	|
backward                           	|  0.086736       	|1000           	|  86.736         	|  24.507         	|
get_train_batch                    	|  0.0074017      	|1063           	|  7.868          	|  2.2231         	|
fetch_next_train_batch             	|  0.0073826      	|1063           	|  7.8477         	|  2.2174         	|
zero_grad                          	|  0.001309       	|1000           	|  1.309          	|  0.36986        	|
on_train_batch_end                 	|  0.001187       	|1000           	|  1.187          	|  0.33539        	|
training_batch_to_device           	|  0.00022577     	|1000           	|  0.22577        	|  0.063792       	|
on_train_batch_start               	|  9.1612e-05     	|1000           	|  0.091612       	|  0.025885       	|
on_train_end                       	|  0.025021       	|1              	|  0.025021       	|  0.0070696      	|
on_pretrain_routine_start          	|  0.0225         	|1              	|  0.0225         	|  0.0063573      	|
on_train_epoch_end                 	|  0.00028519     	|63             	|  0.017967       	|  0.0050765      	|
on_train_epoch_start               	|  0.00028062     	|63             	|  0.017679       	|  0.0049951      	|
on_batch_start                     	|  1.5653e-05     	|1000           	|  0.015653       	|  0.0044226      	|
on_before_zero_grad                	|  1.3346e-05     	|1000           	|  0.013346       	|  0.0037709      	|
on_batch_end                       	|  1.2843e-05     	|1000           	|  0.012843       	|  0.0036288      	|
on_after_backward                  	|  1.1281e-05     	|1000           	|  0.011281       	|  0.0031873      	|
on_before_backward                 	|  1.0509e-05     	|1000           	|  0.010509       	|  0.0029693      	|
on_before_optimizer_step           	|  1.0401e-05     	|1000           	|  0.010401       	|  0.0029387      	|
configure_optimizers               	|  0.0085205      	|1              	|  0.0085205      	|  0.0024075      	|
training_step_end                  	|  5.8612e-06     	|1000           	|  0.0058612      	|  0.0016561      	|
on_train_start                     	|  0.00074025     	|1              	|  0.00074025     	|  0.00020916     	|
on_epoch_start                     	|  1.0314e-05     	|63             	|  0.00064978     	|  0.00018359     	|
on_epoch_end                       	|  1.0296e-05     	|63             	|  0.00064868     	|  0.00018328     	|
on_fit_end                         	|  2.4946e-05     	|1              	|  2.4946e-05     	|  7.0485e-06     	|
on_before_accelerator_backend_setup	|  1.7794e-05     	|1              	|  1.7794e-05     	|  5.0277e-06     	|
on_fit_start                       	|  1.7032e-05     	|1              	|  1.7032e-05     	|  4.8123e-06     	|
on_configure_sharded_model         	|  1.4347e-05     	|1              	|  1.4347e-05     	|  4.0537e-06     	|
setup                              	|  1.3735e-05     	|1              	|  1.3735e-05     	|  3.8808e-06     	|
teardown                           	|  1.1391e-05     	|1              	|  1.1391e-05     	|  3.2185e-06     	|
on_pretrain_routine_end            	|  9.9189e-06     	|1              	|  9.9189e-06     	|  2.8026e-06     	|
prepare_data                       	|  7.0831e-06     	|1              	|  7.0831e-06     	|  2.0013e-06     	|
configure_callbacks                	|  5.882e-06      	|1              	|  5.882e-06      	|  1.6619e-06     	|
configure_sharded_model            	|  5.0589e-06     	|1              	|  5.0589e-06     	|  1.4294e-06     	|
on_val_dataloader                  	|  4.729e-06      	|1              	|  4.729e-06      	|  1.3362e-06     	|
on_train_dataloader                	|  4.278e-06      	|1              	|  4.278e-06      	|  1.2087e-06     	|
