FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  481.94         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.3365         	|63             	|  462.2          	|  95.904         	|
run_training_batch                 	|  0.28876        	|1000           	|  288.76         	|  59.916         	|
optimizer_step_with_closure_0      	|  0.28518        	|1000           	|  285.18         	|  59.173         	|
training_step_and_backward         	|  0.21927        	|1000           	|  219.27         	|  45.497         	|
backward                           	|  0.10937        	|1000           	|  109.37         	|  22.694         	|
model_forward                      	|  0.1083         	|1000           	|  108.3          	|  22.472         	|
training_step                      	|  0.1081         	|1000           	|  108.1          	|  22.431         	|
get_train_batch                    	|  0.031177       	|1063           	|  33.141         	|  6.8767         	|
fetch_next_train_batch             	|  0.031152       	|1063           	|  33.115         	|  6.8712         	|
on_train_batch_end                 	|  0.0024758      	|1000           	|  2.4758         	|  0.51371        	|
zero_grad                          	|  0.0015626      	|1000           	|  1.5626         	|  0.32423        	|
training_batch_to_device           	|  0.00031203     	|1000           	|  0.31203        	|  0.064744       	|
on_train_batch_start               	|  9.742e-05      	|1000           	|  0.09742        	|  0.020214       	|
on_train_end                       	|  0.069578       	|1              	|  0.069578       	|  0.014437       	|
on_train_epoch_end                 	|  0.00048225     	|63             	|  0.030382       	|  0.0063041      	|
on_after_backward                  	|  2.7573e-05     	|1000           	|  0.027573       	|  0.0057214      	|
on_train_epoch_start               	|  0.00039288     	|63             	|  0.024751       	|  0.0051358      	|
on_pretrain_routine_start          	|  0.024709       	|1              	|  0.024709       	|  0.005127       	|
on_batch_start                     	|  2.383e-05      	|1000           	|  0.02383        	|  0.0049447      	|
on_before_zero_grad                	|  1.9114e-05     	|1000           	|  0.019114       	|  0.0039661      	|
on_batch_end                       	|  1.6229e-05     	|1000           	|  0.016229       	|  0.0033674      	|
configure_optimizers               	|  0.013984       	|1              	|  0.013984       	|  0.0029016      	|
on_before_backward                 	|  1.3392e-05     	|1000           	|  0.013392       	|  0.0027789      	|
on_before_optimizer_step           	|  1.2708e-05     	|1000           	|  0.012708       	|  0.0026368      	|
training_step_end                  	|  7.265e-06      	|1000           	|  0.007265       	|  0.0015075      	|
on_train_start                     	|  0.00094836     	|1              	|  0.00094836     	|  0.00019678     	|
on_epoch_start                     	|  1.2614e-05     	|63             	|  0.00079467     	|  0.00016489     	|
on_epoch_end                       	|  1.2286e-05     	|63             	|  0.000774       	|  0.0001606      	|
on_fit_end                         	|  6.2849e-05     	|1              	|  6.2849e-05     	|  1.3041e-05     	|
on_fit_start                       	|  2.769e-05      	|1              	|  2.769e-05      	|  5.7456e-06     	|
on_before_accelerator_backend_setup	|  2.5189e-05     	|1              	|  2.5189e-05     	|  5.2265e-06     	|
setup                              	|  2.066e-05      	|1              	|  2.066e-05      	|  4.287e-06      	|
on_configure_sharded_model         	|  1.8844e-05     	|1              	|  1.8844e-05     	|  3.9101e-06     	|
on_pretrain_routine_end            	|  1.5503e-05     	|1              	|  1.5503e-05     	|  3.2168e-06     	|
teardown                           	|  1.4087e-05     	|1              	|  1.4087e-05     	|  2.923e-06      	|
on_train_dataloader                	|  1.0956e-05     	|1              	|  1.0956e-05     	|  2.2733e-06     	|
configure_callbacks                	|  9.995e-06      	|1              	|  9.995e-06      	|  2.0739e-06     	|
on_val_dataloader                  	|  9.1009e-06     	|1              	|  9.1009e-06     	|  1.8884e-06     	|
prepare_data                       	|  8.3037e-06     	|1              	|  8.3037e-06     	|  1.723e-06      	|
configure_sharded_model            	|  6.225e-06      	|1              	|  6.225e-06      	|  1.2917e-06     	|
