FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  330.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.157         	|21             	|  318.29         	|  96.185         	|
run_training_batch                 	|  0.30508        	|1000           	|  305.08         	|  92.191         	|
optimizer_step_with_closure_0      	|  0.3031         	|1000           	|  303.1          	|  91.595         	|
training_step_and_backward         	|  0.23147        	|1000           	|  231.47         	|  69.948         	|
backward                           	|  0.11732        	|1000           	|  117.32         	|  35.454         	|
model_forward                      	|  0.11264        	|1000           	|  112.64         	|  34.04          	|
training_step                      	|  0.11247        	|1000           	|  112.47         	|  33.986         	|
get_train_batch                    	|  0.0044223      	|1021           	|  4.5151         	|  1.3644         	|
fetch_next_train_batch             	|  0.0044024      	|1021           	|  4.4949         	|  1.3583         	|
on_train_batch_end                 	|  0.0015044      	|1000           	|  1.5044         	|  0.45462        	|
zero_grad                          	|  0.0014793      	|1000           	|  1.4793         	|  0.44702        	|
training_batch_to_device           	|  0.00026582     	|1000           	|  0.26582        	|  0.080328       	|
on_train_batch_start               	|  0.00010326     	|1000           	|  0.10326        	|  0.031203       	|
on_train_end                       	|  0.023274       	|1              	|  0.023274       	|  0.0070332      	|
on_pretrain_routine_start          	|  0.021906       	|1              	|  0.021906       	|  0.0066197      	|
on_batch_start                     	|  1.8124e-05     	|1000           	|  0.018124       	|  0.0054769      	|
on_after_backward                  	|  1.5584e-05     	|1000           	|  0.015584       	|  0.0047092      	|
on_batch_end                       	|  1.4486e-05     	|1000           	|  0.014486       	|  0.0043775      	|
on_before_zero_grad                	|  1.226e-05      	|1000           	|  0.01226        	|  0.0037049      	|
on_before_optimizer_step           	|  1.1794e-05     	|1000           	|  0.011794       	|  0.0035641      	|
on_before_backward                 	|  1.173e-05      	|1000           	|  0.01173        	|  0.0035446      	|
on_train_epoch_end                 	|  0.00046253     	|21             	|  0.0097131      	|  0.0029352      	|
on_train_epoch_start               	|  0.00042167     	|21             	|  0.008855       	|  0.0026759      	|
configure_optimizers               	|  0.0077459      	|1              	|  0.0077459      	|  0.0023407      	|
training_step_end                  	|  6.2858e-06     	|1000           	|  0.0062858      	|  0.0018995      	|
on_train_start                     	|  0.0012292      	|1              	|  0.0012292      	|  0.00037144     	|
on_epoch_end                       	|  1.5275e-05     	|21             	|  0.00032077     	|  9.6932e-05     	|
on_epoch_start                     	|  1.0549e-05     	|21             	|  0.00022153     	|  6.6945e-05     	|
on_fit_end                         	|  2.332e-05      	|1              	|  2.332e-05      	|  7.047e-06      	|
on_before_accelerator_backend_setup	|  2.1212e-05     	|1              	|  2.1212e-05     	|  6.41e-06       	|
setup                              	|  2.0758e-05     	|1              	|  2.0758e-05     	|  6.2728e-06     	|
on_pretrain_routine_end            	|  1.8432e-05     	|1              	|  1.8432e-05     	|  5.5699e-06     	|
on_fit_start                       	|  1.7227e-05     	|1              	|  1.7227e-05     	|  5.2058e-06     	|
on_configure_sharded_model         	|  1.6491e-05     	|1              	|  1.6491e-05     	|  4.9834e-06     	|
teardown                           	|  1.0987e-05     	|1              	|  1.0987e-05     	|  3.3201e-06     	|
prepare_data                       	|  8.373e-06      	|1              	|  8.373e-06      	|  2.5302e-06     	|
on_val_dataloader                  	|  6.864e-06      	|1              	|  6.864e-06      	|  2.0742e-06     	|
on_train_dataloader                	|  5.935e-06      	|1              	|  5.935e-06      	|  1.7935e-06     	|
configure_sharded_model            	|  5.896e-06      	|1              	|  5.896e-06      	|  1.7817e-06     	|
configure_callbacks                	|  5.488e-06      	|1              	|  5.488e-06      	|  1.6584e-06     	|
