FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  351.63         	|  100 %          	|
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run_training_epoch                 	|  5.2187         	|63             	|  328.78         	|  93.501         	|
run_training_batch                 	|  0.30548        	|1000           	|  305.48         	|  86.874         	|
optimizer_step_with_closure_0      	|  0.30284        	|1000           	|  302.84         	|  86.123         	|
training_step_and_backward         	|  0.22853        	|1000           	|  228.53         	|  64.991         	|
model_forward                      	|  0.14115        	|1000           	|  141.15         	|  40.142         	|
training_step                      	|  0.14101        	|1000           	|  141.01         	|  40.103         	|
backward                           	|  0.086081       	|1000           	|  86.081         	|  24.481         	|
get_train_batch                    	|  0.0074309      	|1063           	|  7.899          	|  2.2464         	|
fetch_next_train_batch             	|  0.007412       	|1063           	|  7.8789         	|  2.2407         	|
zero_grad                          	|  0.0012701      	|1000           	|  1.2701         	|  0.36121        	|
on_train_batch_end                 	|  0.0011882      	|1000           	|  1.1882         	|  0.33791        	|
training_batch_to_device           	|  0.00022582     	|1000           	|  0.22582        	|  0.064222       	|
on_train_batch_start               	|  9.2777e-05     	|1000           	|  0.092777       	|  0.026385       	|
on_train_end                       	|  0.025288       	|1              	|  0.025288       	|  0.0071915      	|
on_pretrain_routine_start          	|  0.022647       	|1              	|  0.022647       	|  0.0064407      	|
on_train_epoch_start               	|  0.00029279     	|63             	|  0.018446       	|  0.0052458      	|
on_train_epoch_end                 	|  0.00027415     	|63             	|  0.017272       	|  0.0049119      	|
on_batch_start                     	|  1.6022e-05     	|1000           	|  0.016022       	|  0.0045566      	|
on_before_zero_grad                	|  1.3295e-05     	|1000           	|  0.013295       	|  0.0037811      	|
on_batch_end                       	|  1.3282e-05     	|1000           	|  0.013282       	|  0.0037771      	|
on_after_backward                  	|  1.1539e-05     	|1000           	|  0.011539       	|  0.0032815      	|
on_before_backward                 	|  1.1064e-05     	|1000           	|  0.011064       	|  0.0031465      	|
on_before_optimizer_step           	|  1.0347e-05     	|1000           	|  0.010347       	|  0.0029425      	|
configure_optimizers               	|  0.0084552      	|1              	|  0.0084552      	|  0.0024046      	|
training_step_end                  	|  6.1331e-06     	|1000           	|  0.0061331      	|  0.0017442      	|
on_train_start                     	|  0.00074759     	|1              	|  0.00074759     	|  0.00021261     	|
on_epoch_start                     	|  1.0282e-05     	|63             	|  0.00064775     	|  0.00018421     	|
on_epoch_end                       	|  1.0229e-05     	|63             	|  0.00064445     	|  0.00018327     	|
on_fit_end                         	|  2.2492e-05     	|1              	|  2.2492e-05     	|  6.3965e-06     	|
on_before_accelerator_backend_setup	|  2.106e-05      	|1              	|  2.106e-05      	|  5.9892e-06     	|
on_fit_start                       	|  1.63e-05       	|1              	|  1.63e-05       	|  4.6355e-06     	|
setup                              	|  1.5358e-05     	|1              	|  1.5358e-05     	|  4.3676e-06     	|
on_configure_sharded_model         	|  1.4477e-05     	|1              	|  1.4477e-05     	|  4.1171e-06     	|
on_pretrain_routine_end            	|  1.036e-05      	|1              	|  1.036e-05      	|  2.9463e-06     	|
teardown                           	|  1.0349e-05     	|1              	|  1.0349e-05     	|  2.9431e-06     	|
prepare_data                       	|  9.3681e-06     	|1              	|  9.3681e-06     	|  2.6642e-06     	|
configure_callbacks                	|  5.049e-06      	|1              	|  5.049e-06      	|  1.4359e-06     	|
configure_sharded_model            	|  4.929e-06      	|1              	|  4.929e-06      	|  1.4018e-06     	|
on_val_dataloader                  	|  4.618e-06      	|1              	|  4.618e-06      	|  1.3133e-06     	|
on_train_dataloader                	|  4.067e-06      	|1              	|  4.067e-06      	|  1.1566e-06     	|
