FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.44         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.6297         	|63             	|  417.67         	|  94.403         	|
run_training_batch                 	|  0.27926        	|1000           	|  279.26         	|  63.118         	|
optimizer_step_with_closure_0      	|  0.2748         	|1000           	|  274.8          	|  62.111         	|
training_step_and_backward         	|  0.20549        	|1000           	|  205.49         	|  46.445         	|
model_forward                      	|  0.10911        	|1000           	|  109.11         	|  24.662         	|
training_step                      	|  0.10892        	|1000           	|  108.92         	|  24.618         	|
backward                           	|  0.094723       	|1000           	|  94.723         	|  21.409         	|
get_train_batch                    	|  0.025642       	|1063           	|  27.257         	|  6.1607         	|
fetch_next_train_batch             	|  0.025618       	|1063           	|  27.232         	|  6.1549         	|
on_train_batch_end                 	|  0.0023666      	|1000           	|  2.3666         	|  0.5349         	|
zero_grad                          	|  0.0015999      	|1000           	|  1.5999         	|  0.36162        	|
training_batch_to_device           	|  0.00026409     	|1000           	|  0.26409        	|  0.059689       	|
on_train_batch_start               	|  9.3128e-05     	|1000           	|  0.093128       	|  0.021049       	|
on_train_end                       	|  0.052006       	|1              	|  0.052006       	|  0.011755       	|
on_after_backward                  	|  2.4843e-05     	|1000           	|  0.024843       	|  0.005615       	|
on_train_epoch_start               	|  0.00037944     	|63             	|  0.023905       	|  0.0054029      	|
on_train_epoch_end                 	|  0.00036074     	|63             	|  0.022727       	|  0.0051367      	|
on_pretrain_routine_start          	|  0.022629       	|1              	|  0.022629       	|  0.0051145      	|
on_batch_start                     	|  2.2374e-05     	|1000           	|  0.022374       	|  0.0050571      	|
on_before_zero_grad                	|  1.8245e-05     	|1000           	|  0.018245       	|  0.0041237      	|
on_batch_end                       	|  1.6041e-05     	|1000           	|  0.016041       	|  0.0036256      	|
on_before_optimizer_step           	|  1.4192e-05     	|1000           	|  0.014192       	|  0.0032076      	|
on_before_backward                 	|  1.3631e-05     	|1000           	|  0.013631       	|  0.0030809      	|
configure_optimizers               	|  0.0098998      	|1              	|  0.0098998      	|  0.0022376      	|
training_step_end                  	|  7.2201e-06     	|1000           	|  0.0072201      	|  0.0016319      	|
on_train_start                     	|  0.0013391      	|1              	|  0.0013391      	|  0.00030265     	|
on_epoch_end                       	|  1.1522e-05     	|63             	|  0.00072588     	|  0.00016406     	|
on_epoch_start                     	|  1.1058e-05     	|63             	|  0.00069665     	|  0.00015746     	|
on_fit_end                         	|  0.00010618     	|1              	|  0.00010618     	|  2.3999e-05     	|
on_fit_start                       	|  4.431e-05      	|1              	|  4.431e-05      	|  1.0015e-05     	|
setup                              	|  3.2658e-05     	|1              	|  3.2658e-05     	|  7.3813e-06     	|
on_before_accelerator_backend_setup	|  2.4896e-05     	|1              	|  2.4896e-05     	|  5.627e-06      	|
on_configure_sharded_model         	|  2.1989e-05     	|1              	|  2.1989e-05     	|  4.9699e-06     	|
on_pretrain_routine_end            	|  1.7004e-05     	|1              	|  1.7004e-05     	|  3.8433e-06     	|
teardown                           	|  1.4791e-05     	|1              	|  1.4791e-05     	|  3.3431e-06     	|
configure_callbacks                	|  1.1487e-05     	|1              	|  1.1487e-05     	|  2.5963e-06     	|
prepare_data                       	|  1.0347e-05     	|1              	|  1.0347e-05     	|  2.3386e-06     	|
configure_sharded_model            	|  8.5179e-06     	|1              	|  8.5179e-06     	|  1.9252e-06     	|
on_train_dataloader                	|  7.2438e-06     	|1              	|  7.2438e-06     	|  1.6373e-06     	|
on_val_dataloader                  	|  6.7502e-06     	|1              	|  6.7502e-06     	|  1.5257e-06     	|
