FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  672.9          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.9083         	|167            	|  652.68         	|  96.996         	|
run_training_batch                 	|  0.28392        	|1000           	|  283.92         	|  42.193         	|
optimizer_step_with_closure_0      	|  0.28127        	|1000           	|  281.27         	|  41.799         	|
training_step_and_backward         	|  0.21527        	|1000           	|  215.27         	|  31.991         	|
model_forward                      	|  0.11111        	|1000           	|  111.11         	|  16.513         	|
training_step                      	|  0.11093        	|1000           	|  110.93         	|  16.485         	|
backward                           	|  0.10259        	|1000           	|  102.59         	|  15.246         	|
get_train_batch                    	|  0.067452       	|1167           	|  78.717         	|  11.698         	|
fetch_next_train_batch             	|  0.067425       	|1167           	|  78.685         	|  11.693         	|
on_train_batch_end                 	|  0.0018333      	|1000           	|  1.8333         	|  0.27245        	|
zero_grad                          	|  0.0015309      	|1000           	|  1.5309         	|  0.2275         	|
training_batch_to_device           	|  0.0003616      	|1000           	|  0.3616         	|  0.053738       	|
on_train_batch_start               	|  0.0001576      	|1000           	|  0.1576         	|  0.023421       	|
on_train_epoch_start               	|  0.0003213      	|167            	|  0.053658       	|  0.0079741      	|
on_train_epoch_end                 	|  0.00032054     	|167            	|  0.053531       	|  0.0079552      	|
on_train_end                       	|  0.045038       	|1              	|  0.045038       	|  0.0066931      	|
on_batch_start                     	|  2.8863e-05     	|1000           	|  0.028863       	|  0.0042894      	|
on_pretrain_routine_start          	|  0.023538       	|1              	|  0.023538       	|  0.003498       	|
on_after_backward                  	|  2.1834e-05     	|1000           	|  0.021834       	|  0.0032447      	|
configure_optimizers               	|  0.019344       	|1              	|  0.019344       	|  0.0028747      	|
on_before_zero_grad                	|  1.8514e-05     	|1000           	|  0.018514       	|  0.0027513      	|
on_batch_end                       	|  1.5068e-05     	|1000           	|  0.015068       	|  0.0022393      	|
on_before_optimizer_step           	|  1.2912e-05     	|1000           	|  0.012912       	|  0.0019188      	|
on_before_backward                 	|  1.2549e-05     	|1000           	|  0.012549       	|  0.0018649      	|
training_step_end                  	|  7.2052e-06     	|1000           	|  0.0072052      	|  0.0010708      	|
on_epoch_end                       	|  1.1561e-05     	|167            	|  0.0019307      	|  0.00028692     	|
on_epoch_start                     	|  1.1382e-05     	|167            	|  0.0019008      	|  0.00028248     	|
on_train_start                     	|  0.0016721      	|1              	|  0.0016721      	|  0.00024849     	|
on_fit_end                         	|  5.0776e-05     	|1              	|  5.0776e-05     	|  7.5458e-06     	|
on_fit_start                       	|  4.1664e-05     	|1              	|  4.1664e-05     	|  6.1917e-06     	|
on_before_accelerator_backend_setup	|  2.6472e-05     	|1              	|  2.6472e-05     	|  3.934e-06      	|
on_configure_sharded_model         	|  2.2572e-05     	|1              	|  2.2572e-05     	|  3.3544e-06     	|
setup                              	|  2.2283e-05     	|1              	|  2.2283e-05     	|  3.3115e-06     	|
teardown                           	|  1.779e-05      	|1              	|  1.779e-05      	|  2.6438e-06     	|
on_pretrain_routine_end            	|  1.606e-05      	|1              	|  1.606e-05      	|  2.3866e-06     	|
configure_callbacks                	|  9.8683e-06     	|1              	|  9.8683e-06     	|  1.4665e-06     	|
prepare_data                       	|  8.9929e-06     	|1              	|  8.9929e-06     	|  1.3364e-06     	|
on_val_dataloader                  	|  8.3819e-06     	|1              	|  8.3819e-06     	|  1.2456e-06     	|
on_train_dataloader                	|  7.2345e-06     	|1              	|  7.2345e-06     	|  1.0751e-06     	|
configure_sharded_model            	|  6.2436e-06     	|1              	|  6.2436e-06     	|  9.2786e-07     	|
