FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  502.91         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.95885        	|500            	|  479.42         	|  95.33          	|
run_training_batch                 	|  0.32276        	|1000           	|  322.76         	|  64.178         	|
optimizer_step_with_closure_0      	|  0.32005        	|1000           	|  320.05         	|  63.64          	|
training_step_and_backward         	|  0.23942        	|1000           	|  239.42         	|  47.607         	|
model_forward                      	|  0.14867        	|1000           	|  148.67         	|  29.563         	|
training_step                      	|  0.14851        	|1000           	|  148.51         	|  29.529         	|
backward                           	|  0.089366       	|1000           	|  89.366         	|  17.77          	|
get_train_batch                    	|  0.029966       	|1500           	|  44.948         	|  8.9377         	|
fetch_next_train_batch             	|  0.029933       	|1500           	|  44.899         	|  8.9279         	|
zero_grad                          	|  0.0013498      	|1000           	|  1.3498         	|  0.2684         	|
on_train_batch_end                 	|  0.0013206      	|1000           	|  1.3206         	|  0.26258        	|
training_batch_to_device           	|  0.00059973     	|1000           	|  0.59973        	|  0.11925        	|
on_train_epoch_start               	|  0.00028275     	|500            	|  0.14138        	|  0.028111       	|
on_train_epoch_end                 	|  0.00026688     	|500            	|  0.13344        	|  0.026534       	|
on_train_batch_start               	|  0.000109       	|1000           	|  0.109          	|  0.021674       	|
on_batch_start                     	|  3.4191e-05     	|1000           	|  0.034191       	|  0.0067986      	|
on_train_end                       	|  0.02381        	|1              	|  0.02381        	|  0.0047345      	|
on_pretrain_routine_start          	|  0.022537       	|1              	|  0.022537       	|  0.0044813      	|
on_before_zero_grad                	|  2.0885e-05     	|1000           	|  0.020885       	|  0.0041529      	|
on_batch_end                       	|  1.3818e-05     	|1000           	|  0.013818       	|  0.0027477      	|
on_before_optimizer_step           	|  1.2484e-05     	|1000           	|  0.012484       	|  0.0024823      	|
on_before_backward                 	|  1.182e-05      	|1000           	|  0.01182        	|  0.0023502      	|
on_after_backward                  	|  1.1414e-05     	|1000           	|  0.011414       	|  0.0022696      	|
configure_optimizers               	|  0.008377       	|1              	|  0.008377       	|  0.0016657      	|
training_step_end                  	|  7.9938e-06     	|1000           	|  0.0079938      	|  0.0015895      	|
on_epoch_start                     	|  1.101e-05      	|500            	|  0.005505       	|  0.0010946      	|
on_epoch_end                       	|  1.0259e-05     	|500            	|  0.0051293      	|  0.0010199      	|
on_train_start                     	|  0.00073517     	|1              	|  0.00073517     	|  0.00014618     	|
on_fit_end                         	|  2.2994e-05     	|1              	|  2.2994e-05     	|  4.5722e-06     	|
on_before_accelerator_backend_setup	|  2.1039e-05     	|1              	|  2.1039e-05     	|  4.1835e-06     	|
on_fit_start                       	|  1.7373e-05     	|1              	|  1.7373e-05     	|  3.4545e-06     	|
on_configure_sharded_model         	|  1.4046e-05     	|1              	|  1.4046e-05     	|  2.793e-06      	|
setup                              	|  1.3465e-05     	|1              	|  1.3465e-05     	|  2.6774e-06     	|
teardown                           	|  1.064e-05      	|1              	|  1.064e-05      	|  2.1157e-06     	|
on_pretrain_routine_end            	|  9.6781e-06     	|1              	|  9.6781e-06     	|  1.9244e-06     	|
prepare_data                       	|  7.855e-06      	|1              	|  7.855e-06      	|  1.5619e-06     	|
configure_callbacks                	|  5.0591e-06     	|1              	|  5.0591e-06     	|  1.006e-06      	|
configure_sharded_model            	|  4.6579e-06     	|1              	|  4.6579e-06     	|  9.2619e-07     	|
on_val_dataloader                  	|  4.5791e-06     	|1              	|  4.5791e-06     	|  9.1052e-07     	|
on_train_dataloader                	|  4.1269e-06     	|1              	|  4.1269e-06     	|  8.2061e-07     	|
