FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  438.32         	|  100 %          	|
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run_training_epoch                 	|  6.6466         	|63             	|  418.73         	|  95.533         	|
run_training_batch                 	|  0.28289        	|1000           	|  282.89         	|  64.54          	|
optimizer_step_with_closure_0      	|  0.27938        	|1000           	|  279.38         	|  63.739         	|
training_step_and_backward         	|  0.21502        	|1000           	|  215.02         	|  49.055         	|
backward                           	|  0.1074         	|1000           	|  107.4          	|  24.504         	|
model_forward                      	|  0.10601        	|1000           	|  106.01         	|  24.187         	|
training_step                      	|  0.10581        	|1000           	|  105.81         	|  24.141         	|
get_train_batch                    	|  0.025284       	|1063           	|  26.877         	|  6.1318         	|
fetch_next_train_batch             	|  0.025259       	|1063           	|  26.85          	|  6.1257         	|
on_train_batch_end                 	|  0.002261       	|1000           	|  2.261          	|  0.51584        	|
zero_grad                          	|  0.0015646      	|1000           	|  1.5646         	|  0.35695        	|
training_batch_to_device           	|  0.00030892     	|1000           	|  0.30892        	|  0.070479       	|
on_train_batch_start               	|  9.3929e-05     	|1000           	|  0.093929       	|  0.02143        	|
on_train_end                       	|  0.04743        	|1              	|  0.04743        	|  0.010821       	|
on_after_backward                  	|  2.607e-05      	|1000           	|  0.02607        	|  0.0059478      	|
on_batch_start                     	|  2.2517e-05     	|1000           	|  0.022517       	|  0.0051371      	|
on_pretrain_routine_start          	|  0.021859       	|1              	|  0.021859       	|  0.0049871      	|
on_train_epoch_end                 	|  0.00034692     	|63             	|  0.021856       	|  0.0049864      	|
on_train_epoch_start               	|  0.00033777     	|63             	|  0.021279       	|  0.0048548      	|
on_before_zero_grad                	|  1.8773e-05     	|1000           	|  0.018773       	|  0.004283       	|
on_batch_end                       	|  1.5474e-05     	|1000           	|  0.015474       	|  0.0035303      	|
on_before_optimizer_step           	|  1.3991e-05     	|1000           	|  0.013991       	|  0.003192       	|
on_before_backward                 	|  1.2672e-05     	|1000           	|  0.012672       	|  0.002891       	|
configure_optimizers               	|  0.0083613      	|1              	|  0.0083613      	|  0.0019076      	|
training_step_end                  	|  7.4669e-06     	|1000           	|  0.0074669      	|  0.0017035      	|
on_train_start                     	|  0.0010248      	|1              	|  0.0010248      	|  0.00023381     	|
on_epoch_end                       	|  1.1935e-05     	|63             	|  0.00075193     	|  0.00017155     	|
on_epoch_start                     	|  1.1032e-05     	|63             	|  0.00069502     	|  0.00015857     	|
on_fit_end                         	|  6.8052e-05     	|1              	|  6.8052e-05     	|  1.5526e-05     	|
setup                              	|  2.3076e-05     	|1              	|  2.3076e-05     	|  5.2648e-06     	|
on_before_accelerator_backend_setup	|  2.2447e-05     	|1              	|  2.2447e-05     	|  5.1211e-06     	|
on_configure_sharded_model         	|  1.9856e-05     	|1              	|  1.9856e-05     	|  4.53e-06       	|
on_fit_start                       	|  1.8334e-05     	|1              	|  1.8334e-05     	|  4.1828e-06     	|
on_pretrain_routine_end            	|  1.73e-05       	|1              	|  1.73e-05       	|  3.947e-06      	|
teardown                           	|  1.5099e-05     	|1              	|  1.5099e-05     	|  3.4447e-06     	|
prepare_data                       	|  8.5495e-06     	|1              	|  8.5495e-06     	|  1.9505e-06     	|
configure_callbacks                	|  8.4806e-06     	|1              	|  8.4806e-06     	|  1.9348e-06     	|
configure_sharded_model            	|  7.2271e-06     	|1              	|  7.2271e-06     	|  1.6488e-06     	|
on_train_dataloader                	|  6.333e-06      	|1              	|  6.333e-06      	|  1.4448e-06     	|
on_val_dataloader                  	|  6.1709e-06     	|1              	|  6.1709e-06     	|  1.4079e-06     	|
