FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  622.58         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6105         	|167            	|  602.96         	|  96.848         	|
run_training_batch                 	|  0.27972        	|1000           	|  279.72         	|  44.928         	|
optimizer_step_with_closure_0      	|  0.27568        	|1000           	|  275.68         	|  44.281         	|
training_step_and_backward         	|  0.20889        	|1000           	|  208.89         	|  33.551         	|
model_forward                      	|  0.11228        	|1000           	|  112.28         	|  18.034         	|
training_step                      	|  0.11209        	|1000           	|  112.09         	|  18.003         	|
backward                           	|  0.095068       	|1000           	|  95.068         	|  15.27          	|
get_train_batch                    	|  0.053672       	|1167           	|  62.636         	|  10.061         	|
fetch_next_train_batch             	|  0.053645       	|1167           	|  62.603         	|  10.055         	|
on_train_batch_end                 	|  0.0020665      	|1000           	|  2.0665         	|  0.33192        	|
zero_grad                          	|  0.0015051      	|1000           	|  1.5051         	|  0.24176        	|
training_batch_to_device           	|  0.00040041     	|1000           	|  0.40041        	|  0.064315       	|
on_train_batch_start               	|  9.8512e-05     	|1000           	|  0.098512       	|  0.015823       	|
on_train_end                       	|  0.059922       	|1              	|  0.059922       	|  0.0096248      	|
on_train_epoch_start               	|  0.00035416     	|167            	|  0.059145       	|  0.0095         	|
on_train_epoch_end                 	|  0.00033396     	|167            	|  0.055771       	|  0.008958       	|
on_batch_start                     	|  2.7941e-05     	|1000           	|  0.027941       	|  0.0044879      	|
on_pretrain_routine_start          	|  0.027461       	|1              	|  0.027461       	|  0.0044108      	|
on_after_backward                  	|  2.1563e-05     	|1000           	|  0.021563       	|  0.0034636      	|
on_before_zero_grad                	|  1.7484e-05     	|1000           	|  0.017484       	|  0.0028083      	|
on_batch_end                       	|  1.5319e-05     	|1000           	|  0.015319       	|  0.0024606      	|
on_before_optimizer_step           	|  1.3724e-05     	|1000           	|  0.013724       	|  0.0022043      	|
on_before_backward                 	|  1.1929e-05     	|1000           	|  0.011929       	|  0.001916       	|
configure_optimizers               	|  0.01055        	|1              	|  0.01055        	|  0.0016945      	|
training_step_end                  	|  7.0762e-06     	|1000           	|  0.0070762      	|  0.0011366      	|
on_epoch_start                     	|  1.1567e-05     	|167            	|  0.0019317      	|  0.00031028     	|
on_epoch_end                       	|  1.0939e-05     	|167            	|  0.0018267      	|  0.00029342     	|
on_train_start                     	|  0.0017082      	|1              	|  0.0017082      	|  0.00027437     	|
on_fit_start                       	|  4.1869e-05     	|1              	|  4.1869e-05     	|  6.725e-06      	|
on_fit_end                         	|  3.0003e-05     	|1              	|  3.0003e-05     	|  4.8192e-06     	|
on_before_accelerator_backend_setup	|  2.7796e-05     	|1              	|  2.7796e-05     	|  4.4647e-06     	|
setup                              	|  2.428e-05      	|1              	|  2.428e-05      	|  3.8998e-06     	|
on_configure_sharded_model         	|  1.9388e-05     	|1              	|  1.9388e-05     	|  3.1142e-06     	|
teardown                           	|  1.4443e-05     	|1              	|  1.4443e-05     	|  2.3199e-06     	|
on_pretrain_routine_end            	|  1.3623e-05     	|1              	|  1.3623e-05     	|  2.1882e-06     	|
configure_callbacks                	|  1.1949e-05     	|1              	|  1.1949e-05     	|  1.9192e-06     	|
prepare_data                       	|  7.8212e-06     	|1              	|  7.8212e-06     	|  1.2563e-06     	|
on_train_dataloader                	|  7.5195e-06     	|1              	|  7.5195e-06     	|  1.2078e-06     	|
on_val_dataloader                  	|  6.6087e-06     	|1              	|  6.6087e-06     	|  1.0615e-06     	|
configure_sharded_model            	|  5.8841e-06     	|1              	|  5.8841e-06     	|  9.4511e-07     	|
