FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1296.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5516         	|500            	|  1275.8         	|  98.419         	|
run_training_batch                 	|  0.37392        	|1000           	|  373.92         	|  28.845         	|
optimizer_step_with_closure_0      	|  0.37054        	|1000           	|  370.54         	|  28.584         	|
training_step_and_backward         	|  0.26541        	|1000           	|  265.41         	|  20.474         	|
get_train_batch                    	|  0.097282       	|1500           	|  145.92         	|  11.257         	|
fetch_next_train_batch             	|  0.09724        	|1500           	|  145.86         	|  11.252         	|
model_forward                      	|  0.13707        	|1000           	|  137.07         	|  10.574         	|
training_step                      	|  0.13684        	|1000           	|  136.84         	|  10.556         	|
backward                           	|  0.12674        	|1000           	|  126.74         	|  9.777          	|
on_train_batch_end                 	|  0.0022803      	|1000           	|  2.2803         	|  0.17591        	|
zero_grad                          	|  0.0015644      	|1000           	|  1.5644         	|  0.12068        	|
training_batch_to_device           	|  0.00061914     	|1000           	|  0.61914        	|  0.047761       	|
on_train_epoch_start               	|  0.00040527     	|500            	|  0.20263        	|  0.015632       	|
on_train_epoch_end                 	|  0.00035456     	|500            	|  0.17728        	|  0.013676       	|
on_train_batch_start               	|  0.00011064     	|1000           	|  0.11064        	|  0.0085348      	|
on_batch_start                     	|  4.6432e-05     	|1000           	|  0.046432       	|  0.0035818      	|
on_train_end                       	|  0.042053       	|1              	|  0.042053       	|  0.003244       	|
on_before_zero_grad                	|  2.4479e-05     	|1000           	|  0.024479       	|  0.0018884      	|
on_pretrain_routine_start          	|  0.024036       	|1              	|  0.024036       	|  0.0018542      	|
on_after_backward                  	|  2.3722e-05     	|1000           	|  0.023722       	|  0.00183        	|
on_before_optimizer_step           	|  1.6692e-05     	|1000           	|  0.016692       	|  0.0012877      	|
on_batch_end                       	|  1.6529e-05     	|1000           	|  0.016529       	|  0.0012751      	|
on_before_backward                 	|  1.331e-05      	|1000           	|  0.01331        	|  0.0010267      	|
configure_optimizers               	|  0.010825       	|1              	|  0.010825       	|  0.00083507     	|
training_step_end                  	|  8.8236e-06     	|1000           	|  0.0088236      	|  0.00068067     	|
on_epoch_end                       	|  1.1355e-05     	|500            	|  0.0056775      	|  0.00043797     	|
on_epoch_start                     	|  1.1153e-05     	|500            	|  0.0055763      	|  0.00043017     	|
on_train_start                     	|  0.0025698      	|1              	|  0.0025698      	|  0.00019824     	|
on_fit_start                       	|  4.7011e-05     	|1              	|  4.7011e-05     	|  3.6265e-06     	|
on_before_accelerator_backend_setup	|  3.1359e-05     	|1              	|  3.1359e-05     	|  2.4191e-06     	|
on_fit_end                         	|  2.804e-05      	|1              	|  2.804e-05      	|  2.1631e-06     	|
on_configure_sharded_model         	|  2.2974e-05     	|1              	|  2.2974e-05     	|  1.7722e-06     	|
setup                              	|  2.1012e-05     	|1              	|  2.1012e-05     	|  1.6209e-06     	|
on_pretrain_routine_end            	|  1.5454e-05     	|1              	|  1.5454e-05     	|  1.1922e-06     	|
teardown                           	|  1.4605e-05     	|1              	|  1.4605e-05     	|  1.1267e-06     	|
prepare_data                       	|  9.8832e-06     	|1              	|  9.8832e-06     	|  7.6241e-07     	|
configure_callbacks                	|  8.0187e-06     	|1              	|  8.0187e-06     	|  6.1858e-07     	|
on_val_dataloader                  	|  6.4634e-06     	|1              	|  6.4634e-06     	|  4.986e-07      	|
configure_sharded_model            	|  5.8934e-06     	|1              	|  5.8934e-06     	|  4.5463e-07     	|
on_train_dataloader                	|  5.6047e-06     	|1              	|  5.6047e-06     	|  4.3236e-07     	|
