FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1311.7         	|  100 %          	|
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run_training_epoch                 	|  2.5917         	|500            	|  1295.8         	|  98.789         	|
run_training_batch                 	|  0.28921        	|1000           	|  289.21         	|  22.048         	|
optimizer_step_with_closure_0      	|  0.28476        	|1000           	|  284.76         	|  21.709         	|
training_step_and_backward         	|  0.21728        	|1000           	|  217.28         	|  16.565         	|
get_train_batch                    	|  0.12162        	|1500           	|  182.42         	|  13.907         	|
fetch_next_train_batch             	|  0.12157        	|1500           	|  182.36         	|  13.902         	|
model_forward                      	|  0.11165        	|1000           	|  111.65         	|  8.5119         	|
training_step                      	|  0.11139        	|1000           	|  111.39         	|  8.4919         	|
backward                           	|  0.10395        	|1000           	|  103.95         	|  7.9249         	|
on_train_batch_end                 	|  0.0025573      	|1000           	|  2.5573         	|  0.19496        	|
zero_grad                          	|  0.0016319      	|1000           	|  1.6319         	|  0.12441        	|
training_batch_to_device           	|  0.00076902     	|1000           	|  0.76902        	|  0.058627       	|
on_train_epoch_start               	|  0.00034606     	|500            	|  0.17303        	|  0.013191       	|
on_train_epoch_end                 	|  0.00034493     	|500            	|  0.17247        	|  0.013148       	|
on_train_batch_start               	|  0.00011347     	|1000           	|  0.11347        	|  0.0086504      	|
on_batch_start                     	|  5.5145e-05     	|1000           	|  0.055145       	|  0.004204       	|
on_train_end                       	|  0.04476        	|1              	|  0.04476        	|  0.0034123      	|
on_after_backward                  	|  2.8079e-05     	|1000           	|  0.028079       	|  0.0021407      	|
on_pretrain_routine_start          	|  0.023896       	|1              	|  0.023896       	|  0.0018218      	|
on_before_zero_grad                	|  2.3587e-05     	|1000           	|  0.023587       	|  0.0017982      	|
on_before_optimizer_step           	|  1.7976e-05     	|1000           	|  0.017976       	|  0.0013704      	|
on_batch_end                       	|  1.637e-05      	|1000           	|  0.01637        	|  0.001248       	|
on_before_backward                 	|  1.6192e-05     	|1000           	|  0.016192       	|  0.0012344      	|
training_step_end                  	|  1.1141e-05     	|1000           	|  0.011141       	|  0.00084932     	|
configure_optimizers               	|  0.0086073      	|1              	|  0.0086073      	|  0.00065618     	|
on_epoch_start                     	|  1.1897e-05     	|500            	|  0.0059486      	|  0.0004535      	|
on_epoch_end                       	|  1.1743e-05     	|500            	|  0.0058713      	|  0.0004476      	|
on_train_start                     	|  0.0008688      	|1              	|  0.0008688      	|  6.6233e-05     	|
on_fit_end                         	|  3.9708e-05     	|1              	|  3.9708e-05     	|  3.0271e-06     	|
on_fit_start                       	|  2.9178e-05     	|1              	|  2.9178e-05     	|  2.2244e-06     	|
on_before_accelerator_backend_setup	|  2.7232e-05     	|1              	|  2.7232e-05     	|  2.076e-06      	|
setup                              	|  2.4358e-05     	|1              	|  2.4358e-05     	|  1.8569e-06     	|
on_configure_sharded_model         	|  2.1908e-05     	|1              	|  2.1908e-05     	|  1.6702e-06     	|
teardown                           	|  1.7773e-05     	|1              	|  1.7773e-05     	|  1.355e-06      	|
on_pretrain_routine_end            	|  1.6702e-05     	|1              	|  1.6702e-05     	|  1.2733e-06     	|
prepare_data                       	|  1.0287e-05     	|1              	|  1.0287e-05     	|  7.8426e-07     	|
on_train_dataloader                	|  9.5684e-06     	|1              	|  9.5684e-06     	|  7.2945e-07     	|
configure_callbacks                	|  9.0376e-06     	|1              	|  9.0376e-06     	|  6.8898e-07     	|
configure_sharded_model            	|  8.3223e-06     	|1              	|  8.3223e-06     	|  6.3445e-07     	|
on_val_dataloader                  	|  8.2552e-06     	|1              	|  8.2552e-06     	|  6.2934e-07     	|
