FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  545.73         	|  100 %          	|
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run_training_epoch                 	|  8.2735         	|63             	|  521.23         	|  95.51          	|
run_training_batch                 	|  0.38312        	|1000           	|  383.12         	|  70.204         	|
optimizer_step_with_closure_0      	|  0.37922        	|1000           	|  379.22         	|  69.489         	|
training_step_and_backward         	|  0.27327        	|1000           	|  273.27         	|  50.075         	|
model_forward                      	|  0.13772        	|1000           	|  137.72         	|  25.236         	|
training_step                      	|  0.13754        	|1000           	|  137.54         	|  25.204         	|
backward                           	|  0.13403        	|1000           	|  134.03         	|  24.561         	|
get_train_batch                    	|  0.029969       	|1063           	|  31.857         	|  5.8376         	|
fetch_next_train_batch             	|  0.029945       	|1063           	|  31.832         	|  5.8329         	|
on_train_batch_end                 	|  0.0020565      	|1000           	|  2.0565         	|  0.37684        	|
zero_grad                          	|  0.0014887      	|1000           	|  1.4887         	|  0.2728         	|
training_batch_to_device           	|  0.00027058     	|1000           	|  0.27058        	|  0.049582       	|
on_train_batch_start               	|  9.5953e-05     	|1000           	|  0.095953       	|  0.017582       	|
on_train_end                       	|  0.049991       	|1              	|  0.049991       	|  0.0091604      	|
on_train_epoch_end                 	|  0.00035566     	|63             	|  0.022407       	|  0.0041058      	|
on_train_epoch_start               	|  0.00035558     	|63             	|  0.022401       	|  0.0041048      	|
on_pretrain_routine_start          	|  0.021981       	|1              	|  0.021981       	|  0.0040278      	|
on_batch_start                     	|  2.168e-05      	|1000           	|  0.02168        	|  0.0039727      	|
on_after_backward                  	|  2.1001e-05     	|1000           	|  0.021001       	|  0.0038483      	|
on_before_zero_grad                	|  1.5872e-05     	|1000           	|  0.015872       	|  0.0029083      	|
on_batch_end                       	|  1.584e-05      	|1000           	|  0.01584        	|  0.0029026      	|
on_before_optimizer_step           	|  1.3552e-05     	|1000           	|  0.013552       	|  0.0024833      	|
on_before_backward                 	|  1.2445e-05     	|1000           	|  0.012445       	|  0.0022804      	|
configure_optimizers               	|  0.010555       	|1              	|  0.010555       	|  0.0019341      	|
training_step_end                  	|  7.1887e-06     	|1000           	|  0.0071887      	|  0.0013173      	|
on_train_start                     	|  0.0018664      	|1              	|  0.0018664      	|  0.00034199     	|
on_epoch_end                       	|  1.2754e-05     	|63             	|  0.00080348     	|  0.00014723     	|
on_epoch_start                     	|  1.1389e-05     	|63             	|  0.00071748     	|  0.00013147     	|
on_fit_start                       	|  4.5383e-05     	|1              	|  4.5383e-05     	|  8.3161e-06     	|
on_before_accelerator_backend_setup	|  2.6528e-05     	|1              	|  2.6528e-05     	|  4.861e-06      	|
on_fit_end                         	|  2.5088e-05     	|1              	|  2.5088e-05     	|  4.5971e-06     	|
on_configure_sharded_model         	|  2.3084e-05     	|1              	|  2.3084e-05     	|  4.2299e-06     	|
setup                              	|  2.1813e-05     	|1              	|  2.1813e-05     	|  3.9971e-06     	|
teardown                           	|  1.5575e-05     	|1              	|  1.5575e-05     	|  2.8541e-06     	|
on_pretrain_routine_end            	|  1.2856e-05     	|1              	|  1.2856e-05     	|  2.3557e-06     	|
on_train_dataloader                	|  8.4192e-06     	|1              	|  8.4192e-06     	|  1.5427e-06     	|
prepare_data                       	|  8.0839e-06     	|1              	|  8.0839e-06     	|  1.4813e-06     	|
configure_callbacks                	|  7.9945e-06     	|1              	|  7.9945e-06     	|  1.4649e-06     	|
configure_sharded_model            	|  7.1283e-06     	|1              	|  7.1283e-06     	|  1.3062e-06     	|
on_val_dataloader                  	|  6.9104e-06     	|1              	|  6.9104e-06     	|  1.2663e-06     	|
