FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  679.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.9323         	|167            	|  656.69         	|  96.643         	|
run_training_batch                 	|  0.28656        	|1000           	|  286.56         	|  42.173         	|
optimizer_step_with_closure_0      	|  0.28381        	|1000           	|  283.81         	|  41.768         	|
training_step_and_backward         	|  0.21683        	|1000           	|  216.83         	|  31.911         	|
model_forward                      	|  0.11337        	|1000           	|  113.37         	|  16.684         	|
training_step                      	|  0.11312        	|1000           	|  113.12         	|  16.648         	|
backward                           	|  0.10188        	|1000           	|  101.88         	|  14.993         	|
get_train_batch                    	|  0.069282       	|1167           	|  80.852         	|  11.899         	|
fetch_next_train_batch             	|  0.069254       	|1167           	|  80.82          	|  11.894         	|
on_train_batch_end                 	|  0.0018784      	|1000           	|  1.8784         	|  0.27644        	|
zero_grad                          	|  0.0015515      	|1000           	|  1.5515         	|  0.22834        	|
training_batch_to_device           	|  0.00036523     	|1000           	|  0.36523        	|  0.05375        	|
on_train_batch_start               	|  0.00010142     	|1000           	|  0.10142        	|  0.014925       	|
on_train_epoch_start               	|  0.00035229     	|167            	|  0.058832       	|  0.0086582      	|
on_train_epoch_end                 	|  0.00032022     	|167            	|  0.053477       	|  0.0078702      	|
on_train_end                       	|  0.044528       	|1              	|  0.044528       	|  0.0065532      	|
on_batch_start                     	|  2.7955e-05     	|1000           	|  0.027955       	|  0.004114       	|
on_after_backward                  	|  2.2161e-05     	|1000           	|  0.022161       	|  0.0032614      	|
on_pretrain_routine_start          	|  0.021608       	|1              	|  0.021608       	|  0.00318        	|
on_before_zero_grad                	|  1.8638e-05     	|1000           	|  0.018638       	|  0.0027429      	|
on_before_backward                 	|  1.5673e-05     	|1000           	|  0.015673       	|  0.0023065      	|
on_batch_end                       	|  1.485e-05      	|1000           	|  0.01485        	|  0.0021855      	|
on_before_optimizer_step           	|  1.2752e-05     	|1000           	|  0.012752       	|  0.0018766      	|
configure_optimizers               	|  0.010811       	|1              	|  0.010811       	|  0.001591       	|
training_step_end                  	|  7.0147e-06     	|1000           	|  0.0070147      	|  0.0010323      	|
on_train_start                     	|  0.0019414      	|1              	|  0.0019414      	|  0.00028572     	|
on_epoch_start                     	|  1.146e-05      	|167            	|  0.0019139      	|  0.00028166     	|
on_epoch_end                       	|  1.1138e-05     	|167            	|  0.00186        	|  0.00027373     	|
on_fit_end                         	|  0.00019998     	|1              	|  0.00019998     	|  2.9431e-05     	|
on_fit_start                       	|  4.361e-05      	|1              	|  4.361e-05      	|  6.418e-06      	|
on_before_accelerator_backend_setup	|  2.5572e-05     	|1              	|  2.5572e-05     	|  3.7634e-06     	|
setup                              	|  2.4389e-05     	|1              	|  2.4389e-05     	|  3.5894e-06     	|
on_configure_sharded_model         	|  2.2003e-05     	|1              	|  2.2003e-05     	|  3.2382e-06     	|
teardown                           	|  1.7254e-05     	|1              	|  1.7254e-05     	|  2.5392e-06     	|
on_pretrain_routine_end            	|  1.2804e-05     	|1              	|  1.2804e-05     	|  1.8843e-06     	|
on_val_dataloader                  	|  1.1399e-05     	|1              	|  1.1399e-05     	|  1.6776e-06     	|
configure_callbacks                	|  9.872e-06      	|1              	|  9.872e-06      	|  1.4528e-06     	|
configure_sharded_model            	|  8.5868e-06     	|1              	|  8.5868e-06     	|  1.2637e-06     	|
on_train_dataloader                	|  7.5363e-06     	|1              	|  7.5363e-06     	|  1.1091e-06     	|
prepare_data                       	|  7.4506e-06     	|1              	|  7.4506e-06     	|  1.0965e-06     	|
