FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  348.71         	|  100 %          	|
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run_training_epoch                 	|  15.501         	|21             	|  325.52         	|  93.349         	|
run_training_batch                 	|  0.27725        	|1000           	|  277.25         	|  79.508         	|
optimizer_step_with_closure_0      	|  0.27392        	|1000           	|  273.92         	|  78.554         	|
training_step_and_backward         	|  0.21171        	|1000           	|  211.71         	|  60.713         	|
backward                           	|  0.10564        	|1000           	|  105.64         	|  30.294         	|
model_forward                      	|  0.10464        	|1000           	|  104.64         	|  30.007         	|
training_step                      	|  0.10444        	|1000           	|  104.44         	|  29.952         	|
get_train_batch                    	|  0.0096211      	|1021           	|  9.8231         	|  2.817          	|
fetch_next_train_batch             	|  0.0095953      	|1021           	|  9.7968         	|  2.8095         	|
on_train_batch_end                 	|  0.0024933      	|1000           	|  2.4933         	|  0.71503        	|
zero_grad                          	|  0.0014008      	|1000           	|  1.4008         	|  0.40171        	|
training_batch_to_device           	|  0.00027252     	|1000           	|  0.27252        	|  0.078152       	|
on_train_batch_start               	|  9.6147e-05     	|1000           	|  0.096147       	|  0.027572       	|
on_train_end                       	|  0.073233       	|1              	|  0.073233       	|  0.021001       	|
on_after_backward                  	|  2.5619e-05     	|1000           	|  0.025619       	|  0.0073467      	|
on_pretrain_routine_start          	|  0.024985       	|1              	|  0.024985       	|  0.0071651      	|
on_batch_start                     	|  2.139e-05      	|1000           	|  0.02139        	|  0.0061341      	|
configure_optimizers               	|  0.018332       	|1              	|  0.018332       	|  0.0052572      	|
on_before_zero_grad                	|  1.71e-05       	|1000           	|  0.0171         	|  0.0049037      	|
on_batch_end                       	|  1.5926e-05     	|1000           	|  0.015926       	|  0.0045673      	|
on_before_backward                 	|  1.3656e-05     	|1000           	|  0.013656       	|  0.003916       	|
on_before_optimizer_step           	|  1.2901e-05     	|1000           	|  0.012901       	|  0.0036997      	|
on_train_epoch_end                 	|  0.00046561     	|21             	|  0.0097778      	|  0.002804       	|
on_train_epoch_start               	|  0.0004344      	|21             	|  0.0091223      	|  0.002616       	|
training_step_end                  	|  6.9354e-06     	|1000           	|  0.0069354      	|  0.0019889      	|
on_train_start                     	|  0.0011682      	|1              	|  0.0011682      	|  0.00033502     	|
on_epoch_end                       	|  1.298e-05      	|21             	|  0.00027258     	|  7.8168e-05     	|
on_epoch_start                     	|  1.1897e-05     	|21             	|  0.00024984     	|  7.1647e-05     	|
on_fit_end                         	|  5.2892e-05     	|1              	|  5.2892e-05     	|  1.5168e-05     	|
on_fit_start                       	|  4.5009e-05     	|1              	|  4.5009e-05     	|  1.2907e-05     	|
on_before_accelerator_backend_setup	|  3.3308e-05     	|1              	|  3.3308e-05     	|  9.5518e-06     	|
setup                              	|  2.7308e-05     	|1              	|  2.7308e-05     	|  7.8313e-06     	|
on_configure_sharded_model         	|  2.4576e-05     	|1              	|  2.4576e-05     	|  7.0477e-06     	|
on_pretrain_routine_end            	|  1.6727e-05     	|1              	|  1.6727e-05     	|  4.7967e-06     	|
prepare_data                       	|  1.3741e-05     	|1              	|  1.3741e-05     	|  3.9405e-06     	|
teardown                           	|  1.2651e-05     	|1              	|  1.2651e-05     	|  3.628e-06      	|
on_train_dataloader                	|  9.2424e-06     	|1              	|  9.2424e-06     	|  2.6505e-06     	|
configure_sharded_model            	|  8.6557e-06     	|1              	|  8.6557e-06     	|  2.4822e-06     	|
configure_callbacks                	|  8.4769e-06     	|1              	|  8.4769e-06     	|  2.431e-06      	|
on_val_dataloader                  	|  8.1416e-06     	|1              	|  8.1416e-06     	|  2.3348e-06     	|
