FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  499.24         	|  100 %          	|
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run_training_epoch                 	|  0.95247        	|500            	|  476.23         	|  95.391         	|
run_training_batch                 	|  0.32241        	|1000           	|  322.41         	|  64.58          	|
optimizer_step_with_closure_0      	|  0.31971        	|1000           	|  319.71         	|  64.039         	|
training_step_and_backward         	|  0.23982        	|1000           	|  239.82         	|  48.036         	|
model_forward                      	|  0.14888        	|1000           	|  148.88         	|  29.821         	|
training_step                      	|  0.14872        	|1000           	|  148.72         	|  29.788         	|
backward                           	|  0.089532       	|1000           	|  89.532         	|  17.934         	|
get_train_batch                    	|  0.029518       	|1500           	|  44.277         	|  8.8689         	|
fetch_next_train_batch             	|  0.029485       	|1500           	|  44.228         	|  8.859          	|
zero_grad                          	|  0.0013708      	|1000           	|  1.3708         	|  0.27457        	|
on_train_batch_end                 	|  0.0013095      	|1000           	|  1.3095         	|  0.2623         	|
training_batch_to_device           	|  0.00060709     	|1000           	|  0.60709        	|  0.1216         	|
on_train_epoch_start               	|  0.00026805     	|500            	|  0.13402        	|  0.026845       	|
on_train_epoch_end                 	|  0.00025527     	|500            	|  0.12764        	|  0.025566       	|
on_train_batch_start               	|  0.00010736     	|1000           	|  0.10736        	|  0.021504       	|
on_batch_start                     	|  3.6375e-05     	|1000           	|  0.036375       	|  0.0072861      	|
on_train_end                       	|  0.023661       	|1              	|  0.023661       	|  0.0047393      	|
on_pretrain_routine_start          	|  0.022232       	|1              	|  0.022232       	|  0.004453       	|
on_before_zero_grad                	|  2.0758e-05     	|1000           	|  0.020758       	|  0.0041579      	|
on_before_backward                 	|  1.3706e-05     	|1000           	|  0.013706       	|  0.0027454      	|
on_batch_end                       	|  1.3695e-05     	|1000           	|  0.013695       	|  0.0027431      	|
on_after_backward                  	|  1.3419e-05     	|1000           	|  0.013419       	|  0.0026879      	|
on_before_optimizer_step           	|  1.1886e-05     	|1000           	|  0.011886       	|  0.0023807      	|
configure_optimizers               	|  0.0088513      	|1              	|  0.0088513      	|  0.0017729      	|
training_step_end                  	|  7.7186e-06     	|1000           	|  0.0077186      	|  0.0015461      	|
on_epoch_end                       	|  1.0831e-05     	|500            	|  0.0054153      	|  0.0010847      	|
on_epoch_start                     	|  1.0618e-05     	|500            	|  0.0053092      	|  0.0010634      	|
on_train_start                     	|  0.00073228     	|1              	|  0.00073228     	|  0.00014668     	|
on_fit_end                         	|  2.3885e-05     	|1              	|  2.3885e-05     	|  4.7842e-06     	|
on_before_accelerator_backend_setup	|  2.1931e-05     	|1              	|  2.1931e-05     	|  4.3928e-06     	|
on_fit_start                       	|  1.6971e-05     	|1              	|  1.6971e-05     	|  3.3993e-06     	|
setup                              	|  1.3906e-05     	|1              	|  1.3906e-05     	|  2.7854e-06     	|
on_configure_sharded_model         	|  1.3605e-05     	|1              	|  1.3605e-05     	|  2.7251e-06     	|
on_pretrain_routine_end            	|  1.069e-05      	|1              	|  1.069e-05      	|  2.1412e-06     	|
teardown                           	|  1.04e-05       	|1              	|  1.04e-05       	|  2.0831e-06     	|
prepare_data                       	|  8.776e-06      	|1              	|  8.776e-06      	|  1.7579e-06     	|
configure_callbacks                	|  4.809e-06      	|1              	|  4.809e-06      	|  9.6326e-07     	|
configure_sharded_model            	|  4.639e-06      	|1              	|  4.639e-06      	|  9.2921e-07     	|
on_val_dataloader                  	|  4.538e-06      	|1              	|  4.538e-06      	|  9.0897e-07     	|
on_train_dataloader                	|  4.4981e-06     	|1              	|  4.4981e-06     	|  9.0097e-07     	|
