FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  731.72         	|  100 %          	|
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run_training_epoch                 	|  3.5537         	|200            	|  710.73         	|  97.132         	|
run_training_batch                 	|  0.30767        	|1000           	|  307.67         	|  42.048         	|
optimizer_step_with_closure_0      	|  0.3037         	|1000           	|  303.7          	|  41.505         	|
training_step_and_backward         	|  0.2361         	|1000           	|  236.1          	|  32.267         	|
model_forward                      	|  0.1176         	|1000           	|  117.6          	|  16.072         	|
training_step                      	|  0.11738        	|1000           	|  117.38         	|  16.042         	|
backward                           	|  0.11679        	|1000           	|  116.79         	|  15.961         	|
get_train_batch                    	|  0.064045       	|1200           	|  76.854         	|  10.503         	|
fetch_next_train_batch             	|  0.06401        	|1200           	|  76.812         	|  10.498         	|
on_train_batch_end                 	|  0.002523       	|1000           	|  2.523          	|  0.34481        	|
zero_grad                          	|  0.0016686      	|1000           	|  1.6686         	|  0.22804        	|
training_batch_to_device           	|  0.00049583     	|1000           	|  0.49583        	|  0.067762       	|
on_train_batch_start               	|  0.00010552     	|1000           	|  0.10552        	|  0.01442        	|
on_train_epoch_end                 	|  0.00033687     	|200            	|  0.067374       	|  0.0092076      	|
on_train_epoch_start               	|  0.00032846     	|200            	|  0.065693       	|  0.0089779      	|
on_train_end                       	|  0.05597        	|1              	|  0.05597        	|  0.0076492      	|
on_batch_start                     	|  3.3503e-05     	|1000           	|  0.033503       	|  0.0045787      	|
on_after_backward                  	|  3.0759e-05     	|1000           	|  0.030759       	|  0.0042037      	|
on_pretrain_routine_start          	|  0.02316        	|1              	|  0.02316        	|  0.0031651      	|
on_before_zero_grad                	|  2.1209e-05     	|1000           	|  0.021209       	|  0.0028986      	|
on_batch_end                       	|  1.6778e-05     	|1000           	|  0.016778       	|  0.002293       	|
on_before_optimizer_step           	|  1.6688e-05     	|1000           	|  0.016688       	|  0.0022807      	|
configure_optimizers               	|  0.015892       	|1              	|  0.015892       	|  0.0021719      	|
on_before_backward                 	|  1.4982e-05     	|1000           	|  0.014982       	|  0.0020475      	|
training_step_end                  	|  9.3972e-06     	|1000           	|  0.0093972      	|  0.0012843      	|
on_epoch_end                       	|  1.5154e-05     	|200            	|  0.0030308      	|  0.00041421     	|
on_epoch_start                     	|  1.2234e-05     	|200            	|  0.0024469      	|  0.0003344      	|
on_train_start                     	|  0.0010117      	|1              	|  0.0010117      	|  0.00013827     	|
on_fit_end                         	|  4.2118e-05     	|1              	|  4.2118e-05     	|  5.7561e-06     	|
on_fit_start                       	|  4.198e-05      	|1              	|  4.198e-05      	|  5.7372e-06     	|
on_pretrain_routine_end            	|  3.6197e-05     	|1              	|  3.6197e-05     	|  4.9468e-06     	|
on_before_accelerator_backend_setup	|  2.7444e-05     	|1              	|  2.7444e-05     	|  3.7507e-06     	|
setup                              	|  2.6273e-05     	|1              	|  2.6273e-05     	|  3.5905e-06     	|
on_configure_sharded_model         	|  2.0601e-05     	|1              	|  2.0601e-05     	|  2.8154e-06     	|
teardown                           	|  1.5689e-05     	|1              	|  1.5689e-05     	|  2.1441e-06     	|
prepare_data                       	|  1.0479e-05     	|1              	|  1.0479e-05     	|  1.4321e-06     	|
configure_callbacks                	|  8.0839e-06     	|1              	|  8.0839e-06     	|  1.1048e-06     	|
on_train_dataloader                	|  7.5568e-06     	|1              	|  7.5568e-06     	|  1.0327e-06     	|
configure_sharded_model            	|  7.3649e-06     	|1              	|  7.3649e-06     	|  1.0065e-06     	|
on_val_dataloader                  	|  7.3481e-06     	|1              	|  7.3481e-06     	|  1.0042e-06     	|
