FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1695.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.547         	|63             	|  1672.5         	|  98.649         	|
run_training_batch                 	|  0.20465        	|8000           	|  1637.2         	|  96.57          	|
training_step_and_backward         	|  0.1935         	|8000           	|  1548.0         	|  91.309         	|
model_forward                      	|  0.10828        	|8000           	|  866.21         	|  51.093         	|
training_step                      	|  0.10814        	|8000           	|  865.14         	|  51.03          	|
backward                           	|  0.085042       	|8000           	|  680.34         	|  40.129         	|
optimizer_step_with_closure_0      	|  0.25199        	|1000           	|  251.99         	|  14.863         	|
get_train_batch                    	|  0.0022729      	|8063           	|  18.326         	|  1.081          	|
fetch_next_train_batch             	|  0.0022562      	|8063           	|  18.191         	|  1.073          	|
on_train_batch_end                 	|  0.0010902      	|8000           	|  8.7214         	|  0.51442        	|
training_batch_to_device           	|  0.00021471     	|8000           	|  1.7176         	|  0.10131        	|
zero_grad                          	|  0.0013226      	|1000           	|  1.3226         	|  0.07801        	|
on_train_batch_start               	|  9.0098e-05     	|8000           	|  0.72078        	|  0.042515       	|
on_batch_start                     	|  1.4691e-05     	|8000           	|  0.11753        	|  0.0069325      	|
on_before_backward                 	|  1.3042e-05     	|8000           	|  0.10433        	|  0.006154       	|
on_batch_end                       	|  1.3015e-05     	|8000           	|  0.10412        	|  0.0061416      	|
on_after_backward                  	|  1.1478e-05     	|8000           	|  0.091827       	|  0.0054163      	|
training_step_end                  	|  5.8436e-06     	|8000           	|  0.046749       	|  0.0027575      	|
on_train_end                       	|  0.025051       	|1              	|  0.025051       	|  0.0014776      	|
on_pretrain_routine_start          	|  0.022926       	|1              	|  0.022926       	|  0.0013523      	|
on_train_epoch_start               	|  0.00029077     	|63             	|  0.018319       	|  0.0010805      	|
on_train_epoch_end                 	|  0.00027625     	|63             	|  0.017404       	|  0.0010266      	|
on_before_zero_grad                	|  1.5105e-05     	|1000           	|  0.015105       	|  0.00089093     	|
on_before_optimizer_step           	|  1.174e-05      	|1000           	|  0.01174        	|  0.00069249     	|
configure_optimizers               	|  0.0076905      	|1              	|  0.0076905      	|  0.00045362     	|
on_train_start                     	|  0.00075762     	|1              	|  0.00075762     	|  4.4687e-05     	|
on_epoch_start                     	|  1.0625e-05     	|63             	|  0.0006694      	|  3.9484e-05     	|
on_epoch_end                       	|  9.8241e-06     	|63             	|  0.00061892     	|  3.6507e-05     	|
on_fit_end                         	|  2.3304e-05     	|1              	|  2.3304e-05     	|  1.3746e-06     	|
on_before_accelerator_backend_setup	|  2.2522e-05     	|1              	|  2.2522e-05     	|  1.3284e-06     	|
setup                              	|  2.0047e-05     	|1              	|  2.0047e-05     	|  1.1825e-06     	|
on_fit_start                       	|  1.6321e-05     	|1              	|  1.6321e-05     	|  9.6268e-07     	|
on_configure_sharded_model         	|  1.5789e-05     	|1              	|  1.5789e-05     	|  9.313e-07      	|
teardown                           	|  1.0259e-05     	|1              	|  1.0259e-05     	|  6.0512e-07     	|
on_pretrain_routine_end            	|  9.6071e-06     	|1              	|  9.6071e-06     	|  5.6667e-07     	|
prepare_data                       	|  8.6259e-06     	|1              	|  8.6259e-06     	|  5.0879e-07     	|
configure_callbacks                	|  6.1409e-06     	|1              	|  6.1409e-06     	|  3.6222e-07     	|
on_val_dataloader                  	|  4.6091e-06     	|1              	|  4.6091e-06     	|  2.7187e-07     	|
on_train_dataloader                	|  4.418e-06      	|1              	|  4.418e-06      	|  2.6059e-07     	|
configure_sharded_model            	|  4.3679e-06     	|1              	|  4.3679e-06     	|  2.5764e-07     	|
