FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  357.77         	|  100 %          	|
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run_training_epoch                 	|  5.3167         	|63             	|  334.95         	|  93.622         	|
run_training_batch                 	|  0.31158        	|1000           	|  311.58         	|  87.089         	|
optimizer_step_with_closure_0      	|  0.30884        	|1000           	|  308.84         	|  86.323         	|
training_step_and_backward         	|  0.23159        	|1000           	|  231.59         	|  64.731         	|
model_forward                      	|  0.14415        	|1000           	|  144.15         	|  40.29          	|
training_step                      	|  0.14401        	|1000           	|  144.01         	|  40.251         	|
backward                           	|  0.08612        	|1000           	|  86.12          	|  24.071         	|
get_train_batch                    	|  0.0074856      	|1063           	|  7.9572         	|  2.2241         	|
fetch_next_train_batch             	|  0.0074659      	|1063           	|  7.9362         	|  2.2182         	|
zero_grad                          	|  0.0012961      	|1000           	|  1.2961         	|  0.36228        	|
on_train_batch_end                 	|  0.0012042      	|1000           	|  1.2042         	|  0.33659        	|
training_batch_to_device           	|  0.00022477     	|1000           	|  0.22477        	|  0.062824       	|
on_train_batch_start               	|  9.1102e-05     	|1000           	|  0.091102       	|  0.025464       	|
on_train_end                       	|  0.024743       	|1              	|  0.024743       	|  0.006916       	|
on_pretrain_routine_start          	|  0.022721       	|1              	|  0.022721       	|  0.0063507      	|
on_train_epoch_end                 	|  0.00028926     	|63             	|  0.018223       	|  0.0050936      	|
on_train_epoch_start               	|  0.00028611     	|63             	|  0.018025       	|  0.0050382      	|
on_batch_start                     	|  1.607e-05      	|1000           	|  0.01607        	|  0.0044917      	|
on_before_zero_grad                	|  1.3489e-05     	|1000           	|  0.013489       	|  0.0037704      	|
on_batch_end                       	|  1.3202e-05     	|1000           	|  0.013202       	|  0.0036902      	|
on_after_backward                  	|  1.1632e-05     	|1000           	|  0.011632       	|  0.0032512      	|
on_before_optimizer_step           	|  1.0362e-05     	|1000           	|  0.010362       	|  0.0028963      	|
on_before_backward                 	|  1.0338e-05     	|1000           	|  0.010338       	|  0.0028896      	|
configure_optimizers               	|  0.0087795      	|1              	|  0.0087795      	|  0.0024539      	|
training_step_end                  	|  6.0295e-06     	|1000           	|  0.0060295      	|  0.0016853      	|
on_train_start                     	|  0.00071439     	|1              	|  0.00071439     	|  0.00019968     	|
on_epoch_start                     	|  1.0978e-05     	|63             	|  0.00069159     	|  0.00019331     	|
on_epoch_end                       	|  1.0232e-05     	|63             	|  0.00064462     	|  0.00018018     	|
teardown                           	|  3.8531e-05     	|1              	|  3.8531e-05     	|  1.077e-05      	|
on_fit_end                         	|  2.1079e-05     	|1              	|  2.1079e-05     	|  5.8918e-06     	|
on_before_accelerator_backend_setup	|  2.0648e-05     	|1              	|  2.0648e-05     	|  5.7713e-06     	|
on_fit_start                       	|  1.7582e-05     	|1              	|  1.7582e-05     	|  4.9143e-06     	|
setup                              	|  1.5038e-05     	|1              	|  1.5038e-05     	|  4.2033e-06     	|
on_configure_sharded_model         	|  1.4156e-05     	|1              	|  1.4156e-05     	|  3.9567e-06     	|
on_pretrain_routine_end            	|  1.0259e-05     	|1              	|  1.0259e-05     	|  2.8675e-06     	|
prepare_data                       	|  9.0171e-06     	|1              	|  9.0171e-06     	|  2.5203e-06     	|
configure_callbacks                	|  5e-06          	|1              	|  5e-06          	|  1.3976e-06     	|
on_train_dataloader                	|  4.809e-06      	|1              	|  4.809e-06      	|  1.3442e-06     	|
on_val_dataloader                  	|  4.738e-06      	|1              	|  4.738e-06      	|  1.3243e-06     	|
configure_sharded_model            	|  4.2979e-06     	|1              	|  4.2979e-06     	|  1.2013e-06     	|
