FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1572.7         	|  100 %          	|
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run_training_epoch                 	|  3.1147         	|500            	|  1557.4         	|  99.023         	|
run_training_batch                 	|  0.27585        	|1000           	|  275.85         	|  17.539         	|
optimizer_step_with_closure_0      	|  0.27186        	|1000           	|  271.86         	|  17.286         	|
training_step_and_backward         	|  0.20614        	|1000           	|  206.14         	|  13.107         	|
get_train_batch                    	|  0.12633        	|1500           	|  189.49         	|  12.049         	|
fetch_next_train_batch             	|  0.12629        	|1500           	|  189.43         	|  12.045         	|
model_forward                      	|  0.10708        	|1000           	|  107.08         	|  6.8087         	|
training_step                      	|  0.10685        	|1000           	|  106.85         	|  6.7937         	|
backward                           	|  0.097459       	|1000           	|  97.459         	|  6.1968         	|
on_train_batch_end                 	|  0.0023686      	|1000           	|  2.3686         	|  0.15061        	|
zero_grad                          	|  0.0015494      	|1000           	|  1.5494         	|  0.098517       	|
training_batch_to_device           	|  0.00073319     	|1000           	|  0.73319        	|  0.046619       	|
on_train_epoch_end                 	|  0.00034763     	|500            	|  0.17381        	|  0.011052       	|
on_train_epoch_start               	|  0.00033608     	|500            	|  0.16804        	|  0.010685       	|
on_train_batch_start               	|  0.00011908     	|1000           	|  0.11908        	|  0.0075715      	|
on_batch_start                     	|  5.107e-05      	|1000           	|  0.05107        	|  0.0032472      	|
on_train_end                       	|  0.044032       	|1              	|  0.044032       	|  0.0027997      	|
on_after_backward                  	|  2.6756e-05     	|1000           	|  0.026756       	|  0.0017012      	|
on_before_zero_grad                	|  2.2753e-05     	|1000           	|  0.022753       	|  0.0014467      	|
on_pretrain_routine_start          	|  0.022595       	|1              	|  0.022595       	|  0.0014367      	|
on_before_optimizer_step           	|  1.9467e-05     	|1000           	|  0.019467       	|  0.0012378      	|
on_batch_end                       	|  1.8019e-05     	|1000           	|  0.018019       	|  0.0011457      	|
on_before_backward                 	|  1.4029e-05     	|1000           	|  0.014029       	|  0.00089203     	|
configure_optimizers               	|  0.010063       	|1              	|  0.010063       	|  0.00063985     	|
training_step_end                  	|  8.7697e-06     	|1000           	|  0.0087697      	|  0.00055761     	|
on_epoch_end                       	|  1.2904e-05     	|500            	|  0.0064518      	|  0.00041023     	|
on_epoch_start                     	|  1.1184e-05     	|500            	|  0.0055918      	|  0.00035555     	|
on_train_start                     	|  0.00076326     	|1              	|  0.00076326     	|  4.8531e-05     	|
on_fit_end                         	|  9.824e-05      	|1              	|  9.824e-05      	|  6.2464e-06     	|
on_before_accelerator_backend_setup	|  2.6371e-05     	|1              	|  2.6371e-05     	|  1.6768e-06     	|
on_configure_sharded_model         	|  2.5239e-05     	|1              	|  2.5239e-05     	|  1.6048e-06     	|
setup                              	|  2.378e-05      	|1              	|  2.378e-05      	|  1.512e-06      	|
on_fit_start                       	|  2.1687e-05     	|1              	|  2.1687e-05     	|  1.3789e-06     	|
on_pretrain_routine_end            	|  2.0996e-05     	|1              	|  2.0996e-05     	|  1.335e-06      	|
teardown                           	|  1.9718e-05     	|1              	|  1.9718e-05     	|  1.2537e-06     	|
prepare_data                       	|  1.0321e-05     	|1              	|  1.0321e-05     	|  6.5624e-07     	|
on_train_dataloader                	|  9.9521e-06     	|1              	|  9.9521e-06     	|  6.3279e-07     	|
configure_sharded_model            	|  8.6986e-06     	|1              	|  8.6986e-06     	|  5.5309e-07     	|
on_val_dataloader                  	|  7.6238e-06     	|1              	|  7.6238e-06     	|  4.8475e-07     	|
configure_callbacks                	|  7.1265e-06     	|1              	|  7.1265e-06     	|  4.5313e-07     	|
