FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  389.56         	|  100 %          	|
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run_training_epoch                 	|  14.62          	|25             	|  365.51         	|  93.825         	|
run_training_batch                 	|  0.35295        	|1000           	|  352.95         	|  90.603         	|
optimizer_step_with_closure_0      	|  0.35025        	|1000           	|  350.25         	|  89.909         	|
training_step_and_backward         	|  0.27282        	|1000           	|  272.82         	|  70.031         	|
model_forward                      	|  0.16144        	|1000           	|  161.44         	|  41.441         	|
training_step                      	|  0.1613         	|1000           	|  161.3          	|  41.406         	|
backward                           	|  0.11007        	|1000           	|  110.07         	|  28.254         	|
get_train_batch                    	|  0.004192       	|1025           	|  4.2968         	|  1.103          	|
fetch_next_train_batch             	|  0.0041748      	|1025           	|  4.2792         	|  1.0985         	|
zero_grad                          	|  0.0012852      	|1000           	|  1.2852         	|  0.32991        	|
on_train_batch_end                 	|  0.0012051      	|1000           	|  1.2051         	|  0.30936        	|
training_batch_to_device           	|  0.0002357      	|1000           	|  0.2357         	|  0.060503       	|
on_train_batch_start               	|  9.0676e-05     	|1000           	|  0.090676       	|  0.023276       	|
on_train_end                       	|  0.037564       	|1              	|  0.037564       	|  0.0096426      	|
on_pretrain_routine_start          	|  0.022744       	|1              	|  0.022744       	|  0.0058383      	|
on_batch_start                     	|  1.5557e-05     	|1000           	|  0.015557       	|  0.0039935      	|
on_before_zero_grad                	|  1.3813e-05     	|1000           	|  0.013813       	|  0.0035458      	|
on_batch_end                       	|  1.335e-05      	|1000           	|  0.01335        	|  0.0034269      	|
on_after_backward                  	|  1.1558e-05     	|1000           	|  0.011558       	|  0.0029669      	|
on_before_backward                 	|  1.0718e-05     	|1000           	|  0.010718       	|  0.0027513      	|
on_before_optimizer_step           	|  1.0426e-05     	|1000           	|  0.010426       	|  0.0026762      	|
configure_optimizers               	|  0.0082633      	|1              	|  0.0082633      	|  0.0021212      	|
on_train_epoch_end                 	|  0.00028252     	|25             	|  0.0070629      	|  0.001813       	|
on_train_epoch_start               	|  0.00027284     	|25             	|  0.006821       	|  0.0017509      	|
training_step_end                  	|  6.0983e-06     	|1000           	|  0.0060983      	|  0.0015654      	|
on_train_start                     	|  0.00066315     	|1              	|  0.00066315     	|  0.00017023     	|
on_epoch_start                     	|  1.095e-05      	|25             	|  0.00027374     	|  7.0269e-05     	|
on_epoch_end                       	|  1.044e-05      	|25             	|  0.00026099     	|  6.6995e-05     	|
on_fit_end                         	|  2.3023e-05     	|1              	|  2.3023e-05     	|  5.91e-06       	|
on_before_accelerator_backend_setup	|  2.0308e-05     	|1              	|  2.0308e-05     	|  5.213e-06      	|
on_fit_start                       	|  1.6811e-05     	|1              	|  1.6811e-05     	|  4.3153e-06     	|
setup                              	|  1.3325e-05     	|1              	|  1.3325e-05     	|  3.4205e-06     	|
on_configure_sharded_model         	|  1.3035e-05     	|1              	|  1.3035e-05     	|  3.3461e-06     	|
teardown                           	|  1.0771e-05     	|1              	|  1.0771e-05     	|  2.7649e-06     	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  2.5924e-06     	|
prepare_data                       	|  7.213e-06      	|1              	|  7.213e-06      	|  1.8516e-06     	|
configure_callbacks                	|  6.6931e-06     	|1              	|  6.6931e-06     	|  1.7181e-06     	|
on_val_dataloader                  	|  4.368e-06      	|1              	|  4.368e-06      	|  1.1213e-06     	|
configure_sharded_model            	|  4.2879e-06     	|1              	|  4.2879e-06     	|  1.1007e-06     	|
on_train_dataloader                	|  4.188e-06      	|1              	|  4.188e-06      	|  1.0751e-06     	|
