FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  512.45         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.8042         	|63             	|  491.67         	|  95.944         	|
run_training_batch                 	|  0.36864        	|1000           	|  368.64         	|  71.936         	|
optimizer_step_with_closure_0      	|  0.36602        	|1000           	|  366.02         	|  71.424         	|
training_step_and_backward         	|  0.26323        	|1000           	|  263.23         	|  51.368         	|
model_forward                      	|  0.1364         	|1000           	|  136.4          	|  26.617         	|
training_step                      	|  0.13623        	|1000           	|  136.23         	|  26.583         	|
backward                           	|  0.12542        	|1000           	|  125.42         	|  24.474         	|
get_train_batch                    	|  0.024912       	|1063           	|  26.482         	|  5.1677         	|
fetch_next_train_batch             	|  0.024889       	|1063           	|  26.457         	|  5.1628         	|
on_train_batch_end                 	|  0.0017979      	|1000           	|  1.7979         	|  0.35083        	|
zero_grad                          	|  0.0013878      	|1000           	|  1.3878         	|  0.27082        	|
training_batch_to_device           	|  0.0002852      	|1000           	|  0.2852         	|  0.055653       	|
on_train_batch_start               	|  9.5772e-05     	|1000           	|  0.095772       	|  0.018689       	|
on_train_end                       	|  0.043662       	|1              	|  0.043662       	|  0.0085203      	|
on_train_epoch_start               	|  0.00035829     	|63             	|  0.022572       	|  0.0044047      	|
on_pretrain_routine_start          	|  0.02166        	|1              	|  0.02166        	|  0.0042268      	|
on_train_epoch_end                 	|  0.00033673     	|63             	|  0.021214       	|  0.0041397      	|
on_after_backward                  	|  2.016e-05      	|1000           	|  0.02016        	|  0.0039341      	|
on_batch_start                     	|  2.0121e-05     	|1000           	|  0.020121       	|  0.0039264      	|
on_before_zero_grad                	|  1.5589e-05     	|1000           	|  0.015589       	|  0.0030421      	|
on_batch_end                       	|  1.5429e-05     	|1000           	|  0.015429       	|  0.0030107      	|
on_before_backward                 	|  1.2296e-05     	|1000           	|  0.012296       	|  0.0023994      	|
on_before_optimizer_step           	|  1.1971e-05     	|1000           	|  0.011971       	|  0.002336       	|
configure_optimizers               	|  0.0095943      	|1              	|  0.0095943      	|  0.0018722      	|
training_step_end                  	|  6.8302e-06     	|1000           	|  0.0068302      	|  0.0013328      	|
on_train_start                     	|  0.0017065      	|1              	|  0.0017065      	|  0.00033301     	|
on_epoch_end                       	|  1.1624e-05     	|63             	|  0.00073232     	|  0.0001429      	|
on_epoch_start                     	|  1.1301e-05     	|63             	|  0.00071196     	|  0.00013893     	|
on_fit_start                       	|  4.2384e-05     	|1              	|  4.2384e-05     	|  8.2709e-06     	|
on_fit_end                         	|  2.4343e-05     	|1              	|  2.4343e-05     	|  4.7503e-06     	|
on_before_accelerator_backend_setup	|  2.4185e-05     	|1              	|  2.4185e-05     	|  4.7194e-06     	|
on_configure_sharded_model         	|  1.9832e-05     	|1              	|  1.9832e-05     	|  3.8699e-06     	|
setup                              	|  1.9552e-05     	|1              	|  1.9552e-05     	|  3.8154e-06     	|
teardown                           	|  1.4775e-05     	|1              	|  1.4775e-05     	|  2.8831e-06     	|
on_pretrain_routine_end            	|  1.1524e-05     	|1              	|  1.1524e-05     	|  2.2488e-06     	|
configure_callbacks                	|  8.1025e-06     	|1              	|  8.1025e-06     	|  1.5811e-06     	|
prepare_data                       	|  7.9609e-06     	|1              	|  7.9609e-06     	|  1.5535e-06     	|
configure_sharded_model            	|  7.3276e-06     	|1              	|  7.3276e-06     	|  1.4299e-06     	|
on_val_dataloader                  	|  6.5193e-06     	|1              	|  6.5193e-06     	|  1.2722e-06     	|
on_train_dataloader                	|  5.4911e-06     	|1              	|  5.4911e-06     	|  1.0715e-06     	|
