FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  417.89         	|  100 %          	|
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run_training_epoch                 	|  6.3164         	|63             	|  397.93         	|  95.225         	|
run_training_batch                 	|  0.27163        	|1000           	|  271.63         	|  65.0           	|
optimizer_step_with_closure_0      	|  0.26838        	|1000           	|  268.38         	|  64.223         	|
training_step_and_backward         	|  0.20501        	|1000           	|  205.01         	|  49.059         	|
model_forward                      	|  0.10403        	|1000           	|  104.03         	|  24.893         	|
training_step                      	|  0.10383        	|1000           	|  103.83         	|  24.847         	|
backward                           	|  0.09943        	|1000           	|  99.43          	|  23.793         	|
get_train_batch                    	|  0.026556       	|1063           	|  28.229         	|  6.7551         	|
fetch_next_train_batch             	|  0.026532       	|1063           	|  28.203         	|  6.7489         	|
on_train_batch_end                 	|  0.0021068      	|1000           	|  2.1068         	|  0.50416        	|
zero_grad                          	|  0.0015093      	|1000           	|  1.5093         	|  0.36117        	|
training_batch_to_device           	|  0.00029994     	|1000           	|  0.29994        	|  0.071775       	|
on_train_end                       	|  0.10192        	|1              	|  0.10192        	|  0.024389       	|
on_train_batch_start               	|  9.4753e-05     	|1000           	|  0.094753       	|  0.022674       	|
on_after_backward                  	|  2.6598e-05     	|1000           	|  0.026598       	|  0.0063648      	|
on_pretrain_routine_start          	|  0.023541       	|1              	|  0.023541       	|  0.0056334      	|
on_batch_start                     	|  2.2002e-05     	|1000           	|  0.022002       	|  0.0052651      	|
on_train_epoch_end                 	|  0.0003355      	|63             	|  0.021137       	|  0.0050579      	|
on_train_epoch_start               	|  0.00033357     	|63             	|  0.021015       	|  0.0050288      	|
on_before_zero_grad                	|  1.8668e-05     	|1000           	|  0.018668       	|  0.0044671      	|
on_batch_end                       	|  1.6302e-05     	|1000           	|  0.016302       	|  0.0039011      	|
configure_optimizers               	|  0.015057       	|1              	|  0.015057       	|  0.003603       	|
on_before_backward                 	|  1.3088e-05     	|1000           	|  0.013088       	|  0.0031319      	|
on_before_optimizer_step           	|  1.3013e-05     	|1000           	|  0.013013       	|  0.0031139      	|
training_step_end                  	|  7.2249e-06     	|1000           	|  0.0072249      	|  0.0017289      	|
on_train_start                     	|  0.0011907      	|1              	|  0.0011907      	|  0.00028493     	|
on_epoch_end                       	|  1.1606e-05     	|63             	|  0.00073121     	|  0.00017498     	|
on_epoch_start                     	|  1.1196e-05     	|63             	|  0.00070534     	|  0.00016879     	|
on_fit_start                       	|  4.6197e-05     	|1              	|  4.6197e-05     	|  1.1055e-05     	|
setup                              	|  2.935e-05      	|1              	|  2.935e-05      	|  7.0233e-06     	|
on_fit_end                         	|  2.8048e-05     	|1              	|  2.8048e-05     	|  6.7117e-06     	|
on_before_accelerator_backend_setup	|  2.6954e-05     	|1              	|  2.6954e-05     	|  6.4501e-06     	|
on_configure_sharded_model         	|  2.376e-05      	|1              	|  2.376e-05      	|  5.6857e-06     	|
on_pretrain_routine_end            	|  1.4547e-05     	|1              	|  1.4547e-05     	|  3.4811e-06     	|
teardown                           	|  1.4231e-05     	|1              	|  1.4231e-05     	|  3.4053e-06     	|
prepare_data                       	|  1.1396e-05     	|1              	|  1.1396e-05     	|  2.727e-06      	|
on_train_dataloader                	|  1.0103e-05     	|1              	|  1.0103e-05     	|  2.4176e-06     	|
on_val_dataloader                  	|  8.3838e-06     	|1              	|  8.3838e-06     	|  2.0062e-06     	|
configure_callbacks                	|  8.3745e-06     	|1              	|  8.3745e-06     	|  2.004e-06      	|
configure_sharded_model            	|  8.2981e-06     	|1              	|  8.2981e-06     	|  1.9857e-06     	|
