FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  434.63         	|  100 %          	|
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run_training_epoch                 	|  6.5031         	|63             	|  409.69         	|  94.264         	|
run_training_batch                 	|  0.27697        	|1000           	|  276.97         	|  63.725         	|
optimizer_step_with_closure_0      	|  0.27254        	|1000           	|  272.54         	|  62.707         	|
training_step_and_backward         	|  0.2045         	|1000           	|  204.5          	|  47.052         	|
model_forward                      	|  0.10879        	|1000           	|  108.79         	|  25.03          	|
training_step                      	|  0.10859        	|1000           	|  108.59         	|  24.985         	|
backward                           	|  0.094044       	|1000           	|  94.044         	|  21.638         	|
get_train_batch                    	|  0.026068       	|1063           	|  27.71          	|  6.3756         	|
fetch_next_train_batch             	|  0.026043       	|1063           	|  27.684         	|  6.3695         	|
on_train_batch_end                 	|  0.0022967      	|1000           	|  2.2967         	|  0.52843        	|
zero_grad                          	|  0.001634       	|1000           	|  1.634          	|  0.37597        	|
training_batch_to_device           	|  0.00026927     	|1000           	|  0.26927        	|  0.061954       	|
on_train_batch_start               	|  9.4604e-05     	|1000           	|  0.094604       	|  0.021767       	|
on_batch_start                     	|  7.8223e-05     	|1000           	|  0.078223       	|  0.017998       	|
on_train_end                       	|  0.054379       	|1              	|  0.054379       	|  0.012512       	|
on_pretrain_routine_start          	|  0.034592       	|1              	|  0.034592       	|  0.0079591      	|
on_after_backward                  	|  2.5173e-05     	|1000           	|  0.025173       	|  0.005792       	|
on_train_epoch_start               	|  0.0003707      	|63             	|  0.023354       	|  0.0053734      	|
on_train_epoch_end                 	|  0.00035167     	|63             	|  0.022156       	|  0.0050976      	|
on_before_zero_grad                	|  1.7523e-05     	|1000           	|  0.017523       	|  0.0040317      	|
on_batch_end                       	|  1.5564e-05     	|1000           	|  0.015564       	|  0.0035811      	|
on_before_optimizer_step           	|  1.2992e-05     	|1000           	|  0.012992       	|  0.0029892      	|
on_before_backward                 	|  1.2923e-05     	|1000           	|  0.012923       	|  0.0029734      	|
configure_optimizers               	|  0.010815       	|1              	|  0.010815       	|  0.0024884      	|
training_step_end                  	|  7.0913e-06     	|1000           	|  0.0070913      	|  0.0016316      	|
on_train_start                     	|  0.0014242      	|1              	|  0.0014242      	|  0.00032769     	|
on_epoch_end                       	|  1.1994e-05     	|63             	|  0.00075561     	|  0.00017385     	|
on_epoch_start                     	|  1.0943e-05     	|63             	|  0.00068938     	|  0.00015861     	|
on_fit_end                         	|  7.8561e-05     	|1              	|  7.8561e-05     	|  1.8076e-05     	|
on_fit_start                       	|  4.2098e-05     	|1              	|  4.2098e-05     	|  9.686e-06      	|
setup                              	|  3.1762e-05     	|1              	|  3.1762e-05     	|  7.3079e-06     	|
on_before_accelerator_backend_setup	|  2.5285e-05     	|1              	|  2.5285e-05     	|  5.8178e-06     	|
on_configure_sharded_model         	|  2.389e-05      	|1              	|  2.389e-05      	|  5.4968e-06     	|
teardown                           	|  1.6026e-05     	|1              	|  1.6026e-05     	|  3.6874e-06     	|
on_pretrain_routine_end            	|  1.3536e-05     	|1              	|  1.3536e-05     	|  3.1144e-06     	|
prepare_data                       	|  1.0224e-05     	|1              	|  1.0224e-05     	|  2.3524e-06     	|
configure_callbacks                	|  9.0059e-06     	|1              	|  9.0059e-06     	|  2.0721e-06     	|
on_train_dataloader                	|  8.6986e-06     	|1              	|  8.6986e-06     	|  2.0014e-06     	|
on_val_dataloader                  	|  8.3782e-06     	|1              	|  8.3782e-06     	|  1.9277e-06     	|
configure_sharded_model            	|  6.9961e-06     	|1              	|  6.9961e-06     	|  1.6097e-06     	|
