FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  465.24         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.88488        	|500            	|  442.44         	|  95.099         	|
run_training_batch                 	|  0.29229        	|1000           	|  292.29         	|  62.824         	|
optimizer_step_with_closure_0      	|  0.28964        	|1000           	|  289.64         	|  62.256         	|
training_step_and_backward         	|  0.21883        	|1000           	|  218.83         	|  47.036         	|
model_forward                      	|  0.13414        	|1000           	|  134.14         	|  28.833         	|
training_step                      	|  0.13398        	|1000           	|  133.98         	|  28.797         	|
backward                           	|  0.083284       	|1000           	|  83.284         	|  17.901         	|
get_train_batch                    	|  0.028596       	|1500           	|  42.894         	|  9.2198         	|
fetch_next_train_batch             	|  0.028563       	|1500           	|  42.844         	|  9.209          	|
zero_grad                          	|  0.0013764      	|1000           	|  1.3764         	|  0.29585        	|
on_train_batch_end                 	|  0.0012876      	|1000           	|  1.2876         	|  0.27677        	|
training_batch_to_device           	|  0.00059198     	|1000           	|  0.59198        	|  0.12724        	|
on_train_epoch_start               	|  0.00028083     	|500            	|  0.14041        	|  0.030181       	|
on_train_epoch_end                 	|  0.00026812     	|500            	|  0.13406        	|  0.028816       	|
on_train_batch_start               	|  0.00010814     	|1000           	|  0.10814        	|  0.023244       	|
on_batch_start                     	|  3.5209e-05     	|1000           	|  0.035209       	|  0.007568       	|
on_train_end                       	|  0.023553       	|1              	|  0.023553       	|  0.0050625      	|
on_pretrain_routine_start          	|  0.023239       	|1              	|  0.023239       	|  0.0049951      	|
on_before_zero_grad                	|  2.0213e-05     	|1000           	|  0.020213       	|  0.0043447      	|
on_batch_end                       	|  1.3436e-05     	|1000           	|  0.013436       	|  0.002888       	|
on_before_optimizer_step           	|  1.1693e-05     	|1000           	|  0.011693       	|  0.0025133      	|
on_after_backward                  	|  1.1054e-05     	|1000           	|  0.011054       	|  0.0023759      	|
on_before_backward                 	|  1.0837e-05     	|1000           	|  0.010837       	|  0.0023294      	|
configure_optimizers               	|  0.008642       	|1              	|  0.008642       	|  0.0018575      	|
training_step_end                  	|  7.4632e-06     	|1000           	|  0.0074632      	|  0.0016042      	|
on_epoch_end                       	|  1.1045e-05     	|500            	|  0.0055227      	|  0.0011871      	|
on_epoch_start                     	|  1.0568e-05     	|500            	|  0.0052841      	|  0.0011358      	|
on_train_start                     	|  0.00073746     	|1              	|  0.00073746     	|  0.00015851     	|
on_fit_end                         	|  2.2252e-05     	|1              	|  2.2252e-05     	|  4.7829e-06     	|
on_before_accelerator_backend_setup	|  1.7803e-05     	|1              	|  1.7803e-05     	|  3.8266e-06     	|
on_fit_start                       	|  1.6591e-05     	|1              	|  1.6591e-05     	|  3.5661e-06     	|
on_configure_sharded_model         	|  1.4157e-05     	|1              	|  1.4157e-05     	|  3.0429e-06     	|
setup                              	|  1.3445e-05     	|1              	|  1.3445e-05     	|  2.8899e-06     	|
teardown                           	|  1.062e-05      	|1              	|  1.062e-05      	|  2.2827e-06     	|
on_pretrain_routine_end            	|  9.678e-06      	|1              	|  9.678e-06      	|  2.0802e-06     	|
prepare_data                       	|  6.1011e-06     	|1              	|  6.1011e-06     	|  1.3114e-06     	|
configure_callbacks                	|  5.661e-06      	|1              	|  5.661e-06      	|  1.2168e-06     	|
on_val_dataloader                  	|  4.649e-06      	|1              	|  4.649e-06      	|  9.9928e-07     	|
configure_sharded_model            	|  4.5281e-06     	|1              	|  4.5281e-06     	|  9.7328e-07     	|
on_train_dataloader                	|  4.238e-06      	|1              	|  4.238e-06      	|  9.1092e-07     	|
