FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1444.0         	|  100 %          	|
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run_training_epoch                 	|  2.8459         	|500            	|  1423.0         	|  98.54          	|
run_training_batch                 	|  0.39547        	|1000           	|  395.47         	|  27.386         	|
optimizer_step_with_closure_0      	|  0.39209        	|1000           	|  392.09         	|  27.153         	|
training_step_and_backward         	|  0.2858         	|1000           	|  285.8          	|  19.792         	|
get_train_batch                    	|  0.10863        	|1500           	|  162.95         	|  11.284         	|
fetch_next_train_batch             	|  0.10859        	|1500           	|  162.89         	|  11.28          	|
model_forward                      	|  0.15526        	|1000           	|  155.26         	|  10.752         	|
training_step                      	|  0.15505        	|1000           	|  155.05         	|  10.737         	|
backward                           	|  0.12898        	|1000           	|  128.98         	|  8.9318         	|
on_train_batch_end                 	|  0.0021766      	|1000           	|  2.1766         	|  0.15073        	|
zero_grad                          	|  0.001522       	|1000           	|  1.522          	|  0.1054         	|
training_batch_to_device           	|  0.0006065      	|1000           	|  0.6065         	|  0.042          	|
on_train_epoch_end                 	|  0.00033645     	|500            	|  0.16823        	|  0.01165        	|
on_train_epoch_start               	|  0.00032279     	|500            	|  0.1614         	|  0.011177       	|
on_train_batch_start               	|  0.00011212     	|1000           	|  0.11212        	|  0.0077643      	|
on_train_end                       	|  0.049482       	|1              	|  0.049482       	|  0.0034266      	|
on_batch_start                     	|  4.1736e-05     	|1000           	|  0.041736       	|  0.0028903      	|
on_before_zero_grad                	|  2.4928e-05     	|1000           	|  0.024928       	|  0.0017263      	|
on_pretrain_routine_start          	|  0.024487       	|1              	|  0.024487       	|  0.0016958      	|
on_after_backward                  	|  2.3145e-05     	|1000           	|  0.023145       	|  0.0016028      	|
on_batch_end                       	|  1.8689e-05     	|1000           	|  0.018689       	|  0.0012942      	|
on_before_optimizer_step           	|  1.8135e-05     	|1000           	|  0.018135       	|  0.0012559      	|
on_before_backward                 	|  1.3494e-05     	|1000           	|  0.013494       	|  0.00093447     	|
configure_optimizers               	|  0.010865       	|1              	|  0.010865       	|  0.00075239     	|
training_step_end                  	|  8.7394e-06     	|1000           	|  0.0087394      	|  0.00060521     	|
on_epoch_end                       	|  1.1441e-05     	|500            	|  0.0057206      	|  0.00039615     	|
on_epoch_start                     	|  1.1418e-05     	|500            	|  0.0057089      	|  0.00039534     	|
on_train_start                     	|  0.0024074      	|1              	|  0.0024074      	|  0.00016671     	|
on_fit_end                         	|  5.568e-05      	|1              	|  5.568e-05      	|  3.8559e-06     	|
on_fit_start                       	|  4.0157e-05     	|1              	|  4.0157e-05     	|  2.7809e-06     	|
setup                              	|  2.6489e-05     	|1              	|  2.6489e-05     	|  1.8344e-06     	|
on_before_accelerator_backend_setup	|  2.59e-05       	|1              	|  2.59e-05       	|  1.7936e-06     	|
on_configure_sharded_model         	|  2.4997e-05     	|1              	|  2.4997e-05     	|  1.731e-06      	|
teardown                           	|  1.7587e-05     	|1              	|  1.7587e-05     	|  1.2179e-06     	|
on_pretrain_routine_end            	|  1.3418e-05     	|1              	|  1.3418e-05     	|  9.2924e-07     	|
prepare_data                       	|  9.1139e-06     	|1              	|  9.1139e-06     	|  6.3114e-07     	|
configure_sharded_model            	|  8.313e-06      	|1              	|  8.313e-06      	|  5.7568e-07     	|
on_val_dataloader                  	|  7.1917e-06     	|1              	|  7.1917e-06     	|  4.9803e-07     	|
configure_callbacks                	|  6.8974e-06     	|1              	|  6.8974e-06     	|  4.7765e-07     	|
on_train_dataloader                	|  6.7893e-06     	|1              	|  6.7893e-06     	|  4.7016e-07     	|
