FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  535.7          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1227         	|63             	|  511.73         	|  95.526         	|
run_training_batch                 	|  0.37512        	|1000           	|  375.12         	|  70.025         	|
optimizer_step_with_closure_0      	|  0.37252        	|1000           	|  372.52         	|  69.539         	|
training_step_and_backward         	|  0.26654        	|1000           	|  266.54         	|  49.756         	|
model_forward                      	|  0.13684        	|1000           	|  136.84         	|  25.543         	|
training_step                      	|  0.13666        	|1000           	|  136.66         	|  25.511         	|
backward                           	|  0.1282         	|1000           	|  128.2          	|  23.932         	|
get_train_batch                    	|  0.029291       	|1063           	|  31.137         	|  5.8123         	|
fetch_next_train_batch             	|  0.029268       	|1063           	|  31.112         	|  5.8078         	|
on_train_batch_end                 	|  0.00183        	|1000           	|  1.83           	|  0.3416         	|
zero_grad                          	|  0.0014698      	|1000           	|  1.4698         	|  0.27438        	|
training_batch_to_device           	|  0.00025449     	|1000           	|  0.25449        	|  0.047506       	|
on_train_batch_start               	|  9.6812e-05     	|1000           	|  0.096812       	|  0.018072       	|
on_train_end                       	|  0.044291       	|1              	|  0.044291       	|  0.0082678      	|
on_pretrain_routine_start          	|  0.024781       	|1              	|  0.024781       	|  0.004626       	|
on_train_epoch_start               	|  0.00037654     	|63             	|  0.023722       	|  0.0044282      	|
on_train_epoch_end                 	|  0.00034539     	|63             	|  0.02176        	|  0.0040619      	|
on_batch_start                     	|  2.0845e-05     	|1000           	|  0.020845       	|  0.0038913      	|
on_after_backward                  	|  1.9718e-05     	|1000           	|  0.019718       	|  0.0036808      	|
on_before_zero_grad                	|  1.6137e-05     	|1000           	|  0.016137       	|  0.0030124      	|
on_batch_end                       	|  1.5862e-05     	|1000           	|  0.015862       	|  0.002961       	|
on_before_backward                 	|  1.3079e-05     	|1000           	|  0.013079       	|  0.0024414      	|
on_before_optimizer_step           	|  1.2771e-05     	|1000           	|  0.012771       	|  0.002384       	|
configure_optimizers               	|  0.01081        	|1              	|  0.01081        	|  0.0020179      	|
training_step_end                  	|  7.2651e-06     	|1000           	|  0.0072651      	|  0.0013562      	|
on_train_start                     	|  0.0015494      	|1              	|  0.0015494      	|  0.00028923     	|
on_epoch_end                       	|  1.176e-05      	|63             	|  0.00074088     	|  0.0001383      	|
on_epoch_start                     	|  1.1286e-05     	|63             	|  0.00071104     	|  0.00013273     	|
on_fit_end                         	|  7.8093e-05     	|1              	|  7.8093e-05     	|  1.4578e-05     	|
on_fit_start                       	|  3.982e-05      	|1              	|  3.982e-05      	|  7.4332e-06     	|
on_before_accelerator_backend_setup	|  2.5453e-05     	|1              	|  2.5453e-05     	|  4.7514e-06     	|
on_configure_sharded_model         	|  2.2532e-05     	|1              	|  2.2532e-05     	|  4.2062e-06     	|
setup                              	|  2.1087e-05     	|1              	|  2.1087e-05     	|  3.9364e-06     	|
teardown                           	|  1.5624e-05     	|1              	|  1.5624e-05     	|  2.9165e-06     	|
on_pretrain_routine_end            	|  1.24e-05       	|1              	|  1.24e-05       	|  2.3147e-06     	|
configure_callbacks                	|  8.3633e-06     	|1              	|  8.3633e-06     	|  1.5612e-06     	|
prepare_data                       	|  7.9311e-06     	|1              	|  7.9311e-06     	|  1.4805e-06     	|
configure_sharded_model            	|  7.3034e-06     	|1              	|  7.3034e-06     	|  1.3633e-06     	|
on_val_dataloader                  	|  6.9216e-06     	|1              	|  6.9216e-06     	|  1.2921e-06     	|
on_train_dataloader                	|  5.7947e-06     	|1              	|  5.7947e-06     	|  1.0817e-06     	|
