FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1332.3         	|  100 %          	|
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run_training_epoch                 	|  2.6317         	|500            	|  1315.8         	|  98.762         	|
run_training_batch                 	|  0.25761        	|1000           	|  257.61         	|  19.335         	|
optimizer_step_with_closure_0      	|  0.25522        	|1000           	|  255.22         	|  19.156         	|
get_train_batch                    	|  0.14317        	|1500           	|  214.75         	|  16.118         	|
fetch_next_train_batch             	|  0.14312        	|1500           	|  214.69         	|  16.114         	|
training_step_and_backward         	|  0.19055        	|1000           	|  190.55         	|  14.302         	|
model_forward                      	|  0.10292        	|1000           	|  102.92         	|  7.7244         	|
training_step                      	|  0.10268        	|1000           	|  102.68         	|  7.7071         	|
backward                           	|  0.086151       	|1000           	|  86.151         	|  6.4662         	|
on_train_batch_end                 	|  0.0018281      	|1000           	|  1.8281         	|  0.13721        	|
zero_grad                          	|  0.0014486      	|1000           	|  1.4486         	|  0.10872        	|
training_batch_to_device           	|  0.00070706     	|1000           	|  0.70706        	|  0.053069       	|
on_train_epoch_end                 	|  0.00032055     	|500            	|  0.16028        	|  0.01203        	|
on_train_epoch_start               	|  0.00031638     	|500            	|  0.15819        	|  0.011873       	|
on_train_batch_start               	|  0.00011465     	|1000           	|  0.11465        	|  0.0086054      	|
on_batch_start                     	|  4.996e-05      	|1000           	|  0.04996        	|  0.0037498      	|
on_train_end                       	|  0.041397       	|1              	|  0.041397       	|  0.0031071      	|
training_step_end                  	|  2.4875e-05     	|1000           	|  0.024875       	|  0.001867       	|
on_before_zero_grad                	|  2.3359e-05     	|1000           	|  0.023359       	|  0.0017532      	|
on_pretrain_routine_start          	|  0.021612       	|1              	|  0.021612       	|  0.0016221      	|
on_after_backward                  	|  1.9423e-05     	|1000           	|  0.019423       	|  0.0014578      	|
on_batch_end                       	|  1.7544e-05     	|1000           	|  0.017544       	|  0.0013168      	|
on_before_backward                 	|  1.3547e-05     	|1000           	|  0.013547       	|  0.0010168      	|
on_before_optimizer_step           	|  1.3195e-05     	|1000           	|  0.013195       	|  0.00099036     	|
configure_optimizers               	|  0.009953       	|1              	|  0.009953       	|  0.00074703     	|
on_epoch_end                       	|  1.2793e-05     	|500            	|  0.0063964      	|  0.00048009     	|
on_epoch_start                     	|  1.0578e-05     	|500            	|  0.005289       	|  0.00039697     	|
on_train_start                     	|  0.0010048      	|1              	|  0.0010048      	|  7.5418e-05     	|
on_fit_start                       	|  3.9749e-05     	|1              	|  3.9749e-05     	|  2.9834e-06     	|
on_fit_end                         	|  3.5122e-05     	|1              	|  3.5122e-05     	|  2.6361e-06     	|
on_before_accelerator_backend_setup	|  2.1867e-05     	|1              	|  2.1867e-05     	|  1.6413e-06     	|
setup                              	|  1.9869e-05     	|1              	|  1.9869e-05     	|  1.4913e-06     	|
on_configure_sharded_model         	|  1.9543e-05     	|1              	|  1.9543e-05     	|  1.4668e-06     	|
teardown                           	|  1.7092e-05     	|1              	|  1.7092e-05     	|  1.2828e-06     	|
on_pretrain_routine_end            	|  1.6116e-05     	|1              	|  1.6116e-05     	|  1.2096e-06     	|
configure_sharded_model            	|  7.024e-06      	|1              	|  7.024e-06      	|  5.272e-07      	|
prepare_data                       	|  6.8732e-06     	|1              	|  6.8732e-06     	|  5.1587e-07     	|
configure_callbacks                	|  6.7521e-06     	|1              	|  6.7521e-06     	|  5.0678e-07     	|
on_val_dataloader                  	|  6.3442e-06     	|1              	|  6.3442e-06     	|  4.7617e-07     	|
on_train_dataloader                	|  6.2529e-06     	|1              	|  6.2529e-06     	|  4.6932e-07     	|
