FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1455.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8702         	|500            	|  1435.1         	|  98.609         	|
run_training_batch                 	|  0.39255        	|1000           	|  392.55         	|  26.973         	|
optimizer_step_with_closure_0      	|  0.38908        	|1000           	|  389.08         	|  26.735         	|
training_step_and_backward         	|  0.28363        	|1000           	|  283.63         	|  19.489         	|
get_train_batch                    	|  0.14033        	|1500           	|  210.49         	|  14.463         	|
fetch_next_train_batch             	|  0.14028        	|1500           	|  210.43         	|  14.459         	|
model_forward                      	|  0.14855        	|1000           	|  148.55         	|  10.207         	|
training_step                      	|  0.14831        	|1000           	|  148.31         	|  10.19          	|
backward                           	|  0.13344        	|1000           	|  133.44         	|  9.1688         	|
on_train_batch_end                 	|  0.0024228      	|1000           	|  2.4228         	|  0.16647        	|
zero_grad                          	|  0.0015935      	|1000           	|  1.5935         	|  0.10949        	|
training_batch_to_device           	|  0.00072185     	|1000           	|  0.72185        	|  0.0496         	|
on_train_epoch_end                 	|  0.00040194     	|500            	|  0.20097        	|  0.013809       	|
on_train_epoch_start               	|  0.00037562     	|500            	|  0.18781        	|  0.012905       	|
on_train_batch_start               	|  0.00011437     	|1000           	|  0.11437        	|  0.0078588      	|
on_batch_start                     	|  5.1941e-05     	|1000           	|  0.051941       	|  0.003569       	|
on_train_end                       	|  0.044334       	|1              	|  0.044334       	|  0.0030463      	|
on_after_backward                  	|  2.6317e-05     	|1000           	|  0.026317       	|  0.0018083      	|
on_before_zero_grad                	|  2.5914e-05     	|1000           	|  0.025914       	|  0.0017806      	|
on_pretrain_routine_start          	|  0.023497       	|1              	|  0.023497       	|  0.0016145      	|
on_before_optimizer_step           	|  1.7441e-05     	|1000           	|  0.017441       	|  0.0011984      	|
on_before_backward                 	|  1.7263e-05     	|1000           	|  0.017263       	|  0.0011862      	|
on_batch_end                       	|  1.6454e-05     	|1000           	|  0.016454       	|  0.0011306      	|
training_step_end                  	|  1.2194e-05     	|1000           	|  0.012194       	|  0.00083789     	|
configure_optimizers               	|  0.011223       	|1              	|  0.011223       	|  0.00077117     	|
on_epoch_end                       	|  1.1774e-05     	|500            	|  0.0058872      	|  0.00040452     	|
on_epoch_start                     	|  1.1199e-05     	|500            	|  0.0055996      	|  0.00038476     	|
on_train_start                     	|  0.0032141      	|1              	|  0.0032141      	|  0.00022085     	|
on_fit_end                         	|  8.4806e-05     	|1              	|  8.4806e-05     	|  5.8272e-06     	|
on_fit_start                       	|  4.9749e-05     	|1              	|  4.9749e-05     	|  3.4184e-06     	|
on_before_accelerator_backend_setup	|  4.502e-05      	|1              	|  4.502e-05      	|  3.0934e-06     	|
on_configure_sharded_model         	|  3.1918e-05     	|1              	|  3.1918e-05     	|  2.1932e-06     	|
setup                              	|  2.4034e-05     	|1              	|  2.4034e-05     	|  1.6514e-06     	|
on_pretrain_routine_end            	|  1.8414e-05     	|1              	|  1.8414e-05     	|  1.2653e-06     	|
configure_callbacks                	|  1.6456e-05     	|1              	|  1.6456e-05     	|  1.1308e-06     	|
teardown                           	|  1.3378e-05     	|1              	|  1.3378e-05     	|  9.192e-07      	|
on_val_dataloader                  	|  1.0191e-05     	|1              	|  1.0191e-05     	|  7.0021e-07     	|
prepare_data                       	|  8.9444e-06     	|1              	|  8.9444e-06     	|  6.1459e-07     	|
on_train_dataloader                	|  8.5719e-06     	|1              	|  8.5719e-06     	|  5.8899e-07     	|
configure_sharded_model            	|  8.5644e-06     	|1              	|  8.5644e-06     	|  5.8848e-07     	|
