FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  383.08         	|  100 %          	|
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run_training_epoch                 	|  5.7993         	|63             	|  365.35         	|  95.372         	|
run_training_batch                 	|  0.23246        	|1000           	|  232.46         	|  60.682         	|
optimizer_step_with_closure_0      	|  0.23066        	|1000           	|  230.66         	|  60.211         	|
training_step_and_backward         	|  0.17132        	|1000           	|  171.32         	|  44.723         	|
model_forward                      	|  0.085625       	|1000           	|  85.625         	|  22.352         	|
training_step                      	|  0.085467       	|1000           	|  85.467         	|  22.31          	|
backward                           	|  0.084361       	|1000           	|  84.361         	|  22.022         	|
get_train_batch                    	|  0.027364       	|1063           	|  29.087         	|  7.593          	|
fetch_next_train_batch             	|  0.027343       	|1063           	|  29.065         	|  7.5872         	|
on_train_batch_end                 	|  0.0014194      	|1000           	|  1.4194         	|  0.37053        	|
zero_grad                          	|  0.0013126      	|1000           	|  1.3126         	|  0.34264        	|
training_batch_to_device           	|  0.00024343     	|1000           	|  0.24343        	|  0.063546       	|
on_train_batch_start               	|  8.9381e-05     	|1000           	|  0.089381       	|  0.023332       	|
on_train_end                       	|  0.046526       	|1              	|  0.046526       	|  0.012145       	|
on_pretrain_routine_start          	|  0.021722       	|1              	|  0.021722       	|  0.0056705      	|
on_train_epoch_start               	|  0.00034152     	|63             	|  0.021515       	|  0.0056164      	|
on_train_epoch_end                 	|  0.00033901     	|63             	|  0.021357       	|  0.0055752      	|
on_batch_start                     	|  1.8665e-05     	|1000           	|  0.018665       	|  0.0048723      	|
on_after_backward                  	|  1.5805e-05     	|1000           	|  0.015805       	|  0.0041258      	|
on_batch_end                       	|  1.3751e-05     	|1000           	|  0.013751       	|  0.0035896      	|
on_before_zero_grad                	|  1.3516e-05     	|1000           	|  0.013516       	|  0.0035282      	|
on_before_backward                 	|  1.1466e-05     	|1000           	|  0.011466       	|  0.0029932      	|
on_before_optimizer_step           	|  1.1139e-05     	|1000           	|  0.011139       	|  0.0029078      	|
configure_optimizers               	|  0.010646       	|1              	|  0.010646       	|  0.0027789      	|
training_step_end                  	|  8.496e-06      	|1000           	|  0.008496       	|  0.0022178      	|
on_train_start                     	|  0.0013176      	|1              	|  0.0013176      	|  0.00034395     	|
on_epoch_end                       	|  1.0618e-05     	|63             	|  0.00066892     	|  0.00017462     	|
on_epoch_start                     	|  1.0584e-05     	|63             	|  0.0006668      	|  0.00017406     	|
on_fit_end                         	|  6.5282e-05     	|1              	|  6.5282e-05     	|  1.7041e-05     	|
on_fit_start                       	|  4.5439e-05     	|1              	|  4.5439e-05     	|  1.1861e-05     	|
setup                              	|  3.406e-05      	|1              	|  3.406e-05      	|  8.8911e-06     	|
on_before_accelerator_backend_setup	|  2.3715e-05     	|1              	|  2.3715e-05     	|  6.1906e-06     	|
on_pretrain_routine_end            	|  2.1296e-05     	|1              	|  2.1296e-05     	|  5.559e-06      	|
on_configure_sharded_model         	|  2.0046e-05     	|1              	|  2.0046e-05     	|  5.2328e-06     	|
teardown                           	|  1.5046e-05     	|1              	|  1.5046e-05     	|  3.9277e-06     	|
prepare_data                       	|  1.0395e-05     	|1              	|  1.0395e-05     	|  2.7136e-06     	|
configure_sharded_model            	|  7.6555e-06     	|1              	|  7.6555e-06     	|  1.9984e-06     	|
on_train_dataloader                	|  7.4841e-06     	|1              	|  7.4841e-06     	|  1.9537e-06     	|
configure_callbacks                	|  6.8974e-06     	|1              	|  6.8974e-06     	|  1.8005e-06     	|
on_val_dataloader                  	|  6.5211e-06     	|1              	|  6.5211e-06     	|  1.7023e-06     	|
