FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  430.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.499          	|63             	|  409.44         	|  95.033         	|
run_training_batch                 	|  0.28735        	|1000           	|  287.35         	|  66.696         	|
optimizer_step_with_closure_0      	|  0.28393        	|1000           	|  283.93         	|  65.902         	|
training_step_and_backward         	|  0.2172         	|1000           	|  217.2          	|  50.413         	|
model_forward                      	|  0.10861        	|1000           	|  108.61         	|  25.209         	|
training_step                      	|  0.10841        	|1000           	|  108.41         	|  25.162         	|
backward                           	|  0.107          	|1000           	|  107.0          	|  24.835         	|
get_train_batch                    	|  0.022923       	|1063           	|  24.367         	|  5.6558         	|
fetch_next_train_batch             	|  0.0229         	|1063           	|  24.342         	|  5.65           	|
on_train_batch_end                 	|  0.0022859      	|1000           	|  2.2859         	|  0.53058        	|
zero_grad                          	|  0.0015571      	|1000           	|  1.5571         	|  0.36142        	|
training_batch_to_device           	|  0.00026797     	|1000           	|  0.26797        	|  0.062198       	|
on_train_batch_start               	|  9.4511e-05     	|1000           	|  0.094511       	|  0.021937       	|
on_train_end                       	|  0.045171       	|1              	|  0.045171       	|  0.010484       	|
on_after_backward                  	|  2.6209e-05     	|1000           	|  0.026209       	|  0.0060832      	|
on_train_epoch_end                 	|  0.000408       	|63             	|  0.025704       	|  0.0059661      	|
on_train_epoch_start               	|  0.000363       	|63             	|  0.022869       	|  0.0053081      	|
on_batch_start                     	|  2.2345e-05     	|1000           	|  0.022345       	|  0.0051863      	|
on_pretrain_routine_start          	|  0.021827       	|1              	|  0.021827       	|  0.0050662      	|
on_before_zero_grad                	|  1.8636e-05     	|1000           	|  0.018636       	|  0.0043254      	|
on_batch_end                       	|  1.6339e-05     	|1000           	|  0.016339       	|  0.0037923      	|
on_before_optimizer_step           	|  1.3878e-05     	|1000           	|  0.013878       	|  0.0032211      	|
on_before_backward                 	|  1.3137e-05     	|1000           	|  0.013137       	|  0.0030492      	|
configure_optimizers               	|  0.0095408      	|1              	|  0.0095408      	|  0.0022145      	|
training_step_end                  	|  8.208e-06      	|1000           	|  0.008208       	|  0.0019051      	|
on_train_start                     	|  0.0013035      	|1              	|  0.0013035      	|  0.00030255     	|
on_epoch_end                       	|  1.1493e-05     	|63             	|  0.00072405     	|  0.00016806     	|
on_epoch_start                     	|  1.1051e-05     	|63             	|  0.00069623     	|  0.0001616      	|
on_fit_end                         	|  6.2209e-05     	|1              	|  6.2209e-05     	|  1.4439e-05     	|
on_fit_start                       	|  4.014e-05      	|1              	|  4.014e-05      	|  9.3167e-06     	|
on_configure_sharded_model         	|  2.3989e-05     	|1              	|  2.3989e-05     	|  5.568e-06      	|
setup                              	|  2.3328e-05     	|1              	|  2.3328e-05     	|  5.4145e-06     	|
on_before_accelerator_backend_setup	|  2.2518e-05     	|1              	|  2.2518e-05     	|  5.2264e-06     	|
teardown                           	|  1.4089e-05     	|1              	|  1.4089e-05     	|  3.2701e-06     	|
on_pretrain_routine_end            	|  1.3575e-05     	|1              	|  1.3575e-05     	|  3.1508e-06     	|
configure_callbacks                	|  8.2795e-06     	|1              	|  8.2795e-06     	|  1.9217e-06     	|
prepare_data                       	|  7.9889e-06     	|1              	|  7.9889e-06     	|  1.8543e-06     	|
configure_sharded_model            	|  7.2215e-06     	|1              	|  7.2215e-06     	|  1.6761e-06     	|
on_val_dataloader                  	|  7.1377e-06     	|1              	|  7.1377e-06     	|  1.6567e-06     	|
on_train_dataloader                	|  6.1803e-06     	|1              	|  6.1803e-06     	|  1.4345e-06     	|
