FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  520.72         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.99542        	|500            	|  497.71         	|  95.582         	|
run_training_batch                 	|  0.34401        	|1000           	|  344.01         	|  66.065         	|
optimizer_step_with_closure_0      	|  0.34128        	|1000           	|  341.28         	|  65.541         	|
training_step_and_backward         	|  0.25532        	|1000           	|  255.32         	|  49.032         	|
model_forward                      	|  0.15853        	|1000           	|  158.53         	|  30.445         	|
training_step                      	|  0.15836        	|1000           	|  158.36         	|  30.413         	|
backward                           	|  0.095359       	|1000           	|  95.359         	|  18.313         	|
get_train_batch                    	|  0.029522       	|1500           	|  44.283         	|  8.5043         	|
fetch_next_train_batch             	|  0.029489       	|1500           	|  44.234         	|  8.4948         	|
zero_grad                          	|  0.0013969      	|1000           	|  1.3969         	|  0.26827        	|
on_train_batch_end                 	|  0.0013205      	|1000           	|  1.3205         	|  0.25358        	|
training_batch_to_device           	|  0.00059617     	|1000           	|  0.59617        	|  0.11449        	|
on_train_epoch_start               	|  0.0002849      	|500            	|  0.14245        	|  0.027357       	|
on_train_epoch_end                 	|  0.0002642      	|500            	|  0.1321         	|  0.025369       	|
on_train_batch_start               	|  0.00010743     	|1000           	|  0.10743        	|  0.020631       	|
on_batch_start                     	|  3.5257e-05     	|1000           	|  0.035257       	|  0.0067708      	|
on_train_end                       	|  0.024196       	|1              	|  0.024196       	|  0.0046468      	|
on_pretrain_routine_start          	|  0.022396       	|1              	|  0.022396       	|  0.004301       	|
on_before_zero_grad                	|  2.1451e-05     	|1000           	|  0.021451       	|  0.0041195      	|
on_batch_end                       	|  1.348e-05      	|1000           	|  0.01348        	|  0.0025888      	|
on_before_optimizer_step           	|  1.2632e-05     	|1000           	|  0.012632       	|  0.0024259      	|
on_before_backward                 	|  1.2311e-05     	|1000           	|  0.012311       	|  0.0023643      	|
on_after_backward                  	|  1.2138e-05     	|1000           	|  0.012138       	|  0.002331       	|
configure_optimizers               	|  0.0079393      	|1              	|  0.0079393      	|  0.0015247      	|
training_step_end                  	|  7.9031e-06     	|1000           	|  0.0079031      	|  0.0015177      	|
on_epoch_start                     	|  1.3637e-05     	|500            	|  0.0068184      	|  0.0013094      	|
on_epoch_end                       	|  1.2482e-05     	|500            	|  0.0062408      	|  0.0011985      	|
on_train_start                     	|  0.000747       	|1              	|  0.000747       	|  0.00014346     	|
on_fit_end                         	|  2.5547e-05     	|1              	|  2.5547e-05     	|  4.9062e-06     	|
on_before_accelerator_backend_setup	|  2.119e-05      	|1              	|  2.119e-05      	|  4.0694e-06     	|
on_fit_start                       	|  1.7242e-05     	|1              	|  1.7242e-05     	|  3.3112e-06     	|
on_configure_sharded_model         	|  1.3124e-05     	|1              	|  1.3124e-05     	|  2.5204e-06     	|
setup                              	|  1.2874e-05     	|1              	|  1.2874e-05     	|  2.4724e-06     	|
teardown                           	|  1.1592e-05     	|1              	|  1.1592e-05     	|  2.2262e-06     	|
on_pretrain_routine_end            	|  1.046e-05      	|1              	|  1.046e-05      	|  2.0088e-06     	|
prepare_data                       	|  7.855e-06      	|1              	|  7.855e-06      	|  1.5085e-06     	|
configure_callbacks                	|  4.729e-06      	|1              	|  4.729e-06      	|  9.0818e-07     	|
on_val_dataloader                  	|  4.2981e-06     	|1              	|  4.2981e-06     	|  8.2541e-07     	|
on_train_dataloader                	|  4.2281e-06     	|1              	|  4.2281e-06     	|  8.1198e-07     	|
configure_sharded_model            	|  4.097e-06      	|1              	|  4.097e-06      	|  7.868e-07      	|
