FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  368.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.964         	|25             	|  349.09         	|  94.658         	|
run_training_batch                 	|  0.29384        	|1000           	|  293.84         	|  79.677         	|
optimizer_step_with_closure_0      	|  0.29019        	|1000           	|  290.19         	|  78.686         	|
training_step_and_backward         	|  0.22486        	|1000           	|  224.86         	|  60.972         	|
backward                           	|  0.11223        	|1000           	|  112.23         	|  30.432         	|
model_forward                      	|  0.11105        	|1000           	|  111.05         	|  30.111         	|
training_step                      	|  0.11084        	|1000           	|  110.84         	|  30.054         	|
get_train_batch                    	|  0.011743       	|1025           	|  12.037         	|  3.2639         	|
fetch_next_train_batch             	|  0.011717       	|1025           	|  12.01          	|  3.2565         	|
on_train_batch_end                 	|  0.0027316      	|1000           	|  2.7316         	|  0.74071        	|
zero_grad                          	|  0.0015435      	|1000           	|  1.5435         	|  0.41853        	|
training_batch_to_device           	|  0.00031561     	|1000           	|  0.31561        	|  0.085579       	|
on_train_batch_start               	|  9.7694e-05     	|1000           	|  0.097694       	|  0.026491       	|
on_train_end                       	|  0.044958       	|1              	|  0.044958       	|  0.012191       	|
on_after_backward                  	|  2.8575e-05     	|1000           	|  0.028575       	|  0.0077482      	|
on_pretrain_routine_start          	|  0.024367       	|1              	|  0.024367       	|  0.0066074      	|
on_batch_start                     	|  2.4075e-05     	|1000           	|  0.024075       	|  0.0065282      	|
on_before_zero_grad                	|  1.9255e-05     	|1000           	|  0.019255       	|  0.005221       	|
on_batch_end                       	|  1.6175e-05     	|1000           	|  0.016175       	|  0.0043859      	|
on_before_optimizer_step           	|  1.3977e-05     	|1000           	|  0.013977       	|  0.0037901      	|
on_before_backward                 	|  1.3691e-05     	|1000           	|  0.013691       	|  0.0037125      	|
on_train_epoch_end                 	|  0.00048265     	|25             	|  0.012066       	|  0.0032719      	|
on_train_epoch_start               	|  0.00045999     	|25             	|  0.0115         	|  0.0031182      	|
configure_optimizers               	|  0.0083239      	|1              	|  0.0083239      	|  0.0022571      	|
training_step_end                  	|  8.0521e-06     	|1000           	|  0.0080521      	|  0.0021834      	|
on_train_start                     	|  0.0007693      	|1              	|  0.0007693      	|  0.0002086      	|
on_epoch_end                       	|  1.3151e-05     	|25             	|  0.00032877     	|  8.9148e-05     	|
on_epoch_start                     	|  1.0673e-05     	|25             	|  0.00026683     	|  7.2354e-05     	|
on_fit_end                         	|  6.4103e-05     	|1              	|  6.4103e-05     	|  1.7382e-05     	|
setup                              	|  3.7188e-05     	|1              	|  3.7188e-05     	|  1.0084e-05     	|
on_before_accelerator_backend_setup	|  2.6798e-05     	|1              	|  2.6798e-05     	|  7.2665e-06     	|
on_fit_start                       	|  2.0798e-05     	|1              	|  2.0798e-05     	|  5.6396e-06     	|
on_configure_sharded_model         	|  2.048e-05      	|1              	|  2.048e-05      	|  5.5533e-06     	|
teardown                           	|  1.9921e-05     	|1              	|  1.9921e-05     	|  5.4017e-06     	|
configure_sharded_model            	|  1.9792e-05     	|1              	|  1.9792e-05     	|  5.3669e-06     	|
on_pretrain_routine_end            	|  1.5434e-05     	|1              	|  1.5434e-05     	|  4.185e-06      	|
prepare_data                       	|  1.1804e-05     	|1              	|  1.1804e-05     	|  3.2006e-06     	|
on_val_dataloader                  	|  6.8918e-06     	|1              	|  6.8918e-06     	|  1.8688e-06     	|
configure_callbacks                	|  6.3088e-06     	|1              	|  6.3088e-06     	|  1.7107e-06     	|
on_train_dataloader                	|  6.0704e-06     	|1              	|  6.0704e-06     	|  1.646e-06      	|
