FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  437.25         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.6217         	|63             	|  417.17         	|  95.408         	|
run_training_batch                 	|  0.27658        	|1000           	|  276.58         	|  63.256         	|
optimizer_step_with_closure_0      	|  0.27326        	|1000           	|  273.26         	|  62.495         	|
training_step_and_backward         	|  0.20837        	|1000           	|  208.37         	|  47.655         	|
model_forward                      	|  0.10596        	|1000           	|  105.96         	|  24.234         	|
training_step                      	|  0.10577        	|1000           	|  105.77         	|  24.19          	|
backward                           	|  0.10083        	|1000           	|  100.83         	|  23.061         	|
get_train_batch                    	|  0.030197       	|1063           	|  32.1           	|  7.3414         	|
fetch_next_train_batch             	|  0.030174       	|1063           	|  32.075         	|  7.3357         	|
on_train_batch_end                 	|  0.0021401      	|1000           	|  2.1401         	|  0.48944        	|
zero_grad                          	|  0.0015433      	|1000           	|  1.5433         	|  0.35295        	|
training_batch_to_device           	|  0.00025496     	|1000           	|  0.25496        	|  0.058309       	|
on_train_batch_start               	|  9.6613e-05     	|1000           	|  0.096613       	|  0.022096       	|
on_train_end                       	|  0.065653       	|1              	|  0.065653       	|  0.015015       	|
on_after_backward                  	|  2.4973e-05     	|1000           	|  0.024973       	|  0.0057114      	|
on_pretrain_routine_start          	|  0.023024       	|1              	|  0.023024       	|  0.0052656      	|
on_batch_start                     	|  2.1953e-05     	|1000           	|  0.021953       	|  0.0050207      	|
on_train_epoch_end                 	|  0.000346       	|63             	|  0.021798       	|  0.0049853      	|
on_train_epoch_start               	|  0.00033163     	|63             	|  0.020892       	|  0.0047782      	|
configure_optimizers               	|  0.020028       	|1              	|  0.020028       	|  0.0045805      	|
on_before_zero_grad                	|  1.7203e-05     	|1000           	|  0.017203       	|  0.0039345      	|
on_batch_end                       	|  1.5767e-05     	|1000           	|  0.015767       	|  0.003606       	|
on_before_optimizer_step           	|  1.3514e-05     	|1000           	|  0.013514       	|  0.0030908      	|
on_before_backward                 	|  1.321e-05      	|1000           	|  0.01321        	|  0.0030212      	|
training_step_end                  	|  7.6667e-06     	|1000           	|  0.0076667      	|  0.0017534      	|
on_train_start                     	|  0.0013127      	|1              	|  0.0013127      	|  0.00030021     	|
on_epoch_end                       	|  1.1608e-05     	|63             	|  0.0007313      	|  0.00016725     	|
on_epoch_start                     	|  1.0989e-05     	|63             	|  0.00069228     	|  0.00015833     	|
on_fit_start                       	|  5.1271e-05     	|1              	|  5.1271e-05     	|  1.1726e-05     	|
on_fit_end                         	|  3.409e-05      	|1              	|  3.409e-05      	|  7.7966e-06     	|
on_before_accelerator_backend_setup	|  2.7439e-05     	|1              	|  2.7439e-05     	|  6.2753e-06     	|
setup                              	|  2.4362e-05     	|1              	|  2.4362e-05     	|  5.5716e-06     	|
on_configure_sharded_model         	|  2.3892e-05     	|1              	|  2.3892e-05     	|  5.4642e-06     	|
on_pretrain_routine_end            	|  1.6281e-05     	|1              	|  1.6281e-05     	|  3.7236e-06     	|
teardown                           	|  1.5218e-05     	|1              	|  1.5218e-05     	|  3.4804e-06     	|
prepare_data                       	|  1.239e-05      	|1              	|  1.239e-05      	|  2.8337e-06     	|
on_val_dataloader                  	|  8.8159e-06     	|1              	|  8.8159e-06     	|  2.0162e-06     	|
configure_sharded_model            	|  7.9293e-06     	|1              	|  7.9293e-06     	|  1.8135e-06     	|
on_train_dataloader                	|  7.8697e-06     	|1              	|  7.8697e-06     	|  1.7998e-06     	|
configure_callbacks                	|  7.6219e-06     	|1              	|  7.6219e-06     	|  1.7432e-06     	|
