FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  742.54         	|  100 %          	|
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run_training_epoch                 	|  3.6081         	|200            	|  721.61         	|  97.181         	|
run_training_batch                 	|  0.30736        	|1000           	|  307.36         	|  41.392         	|
optimizer_step_with_closure_0      	|  0.30296        	|1000           	|  302.96         	|  40.8           	|
training_step_and_backward         	|  0.23493        	|1000           	|  234.93         	|  31.638         	|
model_forward                      	|  0.1187         	|1000           	|  118.7          	|  15.985         	|
training_step                      	|  0.11846        	|1000           	|  118.46         	|  15.954         	|
backward                           	|  0.11452        	|1000           	|  114.52         	|  15.423         	|
get_train_batch                    	|  0.062584       	|1200           	|  75.101         	|  10.114         	|
fetch_next_train_batch             	|  0.06255        	|1200           	|  75.06          	|  10.109         	|
on_train_batch_end                 	|  0.0027563      	|1000           	|  2.7563         	|  0.37119        	|
zero_grad                          	|  0.0016731      	|1000           	|  1.6731         	|  0.22531        	|
training_batch_to_device           	|  0.00050899     	|1000           	|  0.50899        	|  0.068547       	|
on_train_batch_start               	|  0.00010836     	|1000           	|  0.10836        	|  0.014594       	|
on_train_epoch_start               	|  0.00039523     	|200            	|  0.079047       	|  0.010645       	|
on_train_epoch_end                 	|  0.00037384     	|200            	|  0.074768       	|  0.010069       	|
on_train_end                       	|  0.045594       	|1              	|  0.045594       	|  0.0061403      	|
configure_optimizers               	|  0.036022       	|1              	|  0.036022       	|  0.0048511      	|
on_batch_start                     	|  3.5435e-05     	|1000           	|  0.035435       	|  0.0047721      	|
on_after_backward                  	|  3.383e-05      	|1000           	|  0.03383        	|  0.004556       	|
on_pretrain_routine_start          	|  0.023765       	|1              	|  0.023765       	|  0.0032006      	|
on_before_zero_grad                	|  2.2287e-05     	|1000           	|  0.022287       	|  0.0030015      	|
on_batch_end                       	|  1.6852e-05     	|1000           	|  0.016852       	|  0.0022696      	|
on_before_optimizer_step           	|  1.558e-05      	|1000           	|  0.01558        	|  0.0020982      	|
on_before_backward                 	|  1.5319e-05     	|1000           	|  0.015319       	|  0.002063       	|
training_step_end                  	|  9.6687e-06     	|1000           	|  0.0096687      	|  0.0013021      	|
on_epoch_end                       	|  1.2799e-05     	|200            	|  0.0025597      	|  0.00034472     	|
on_epoch_start                     	|  1.1941e-05     	|200            	|  0.0023882      	|  0.00032163     	|
on_train_start                     	|  0.0011114      	|1              	|  0.0011114      	|  0.00014967     	|
on_configure_sharded_model         	|  6.4792e-05     	|1              	|  6.4792e-05     	|  8.7257e-06     	|
on_fit_end                         	|  6.2428e-05     	|1              	|  6.2428e-05     	|  8.4074e-06     	|
on_fit_start                       	|  4.679e-05      	|1              	|  4.679e-05      	|  6.3013e-06     	|
setup                              	|  2.5749e-05     	|1              	|  2.5749e-05     	|  3.4677e-06     	|
on_before_accelerator_backend_setup	|  2.4557e-05     	|1              	|  2.4557e-05     	|  3.3072e-06     	|
teardown                           	|  1.6117e-05     	|1              	|  1.6117e-05     	|  2.1706e-06     	|
on_pretrain_routine_end            	|  1.5872e-05     	|1              	|  1.5872e-05     	|  2.1375e-06     	|
configure_sharded_model            	|  9.872e-06      	|1              	|  9.872e-06      	|  1.3295e-06     	|
prepare_data                       	|  9.764e-06      	|1              	|  9.764e-06      	|  1.3149e-06     	|
configure_callbacks                	|  9.0338e-06     	|1              	|  9.0338e-06     	|  1.2166e-06     	|
on_val_dataloader                  	|  7.4953e-06     	|1              	|  7.4953e-06     	|  1.0094e-06     	|
on_train_dataloader                	|  6.4932e-06     	|1              	|  6.4932e-06     	|  8.7445e-07     	|
