FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  536.53         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1306         	|63             	|  512.23         	|  95.471         	|
run_training_batch                 	|  0.37584        	|1000           	|  375.84         	|  70.051         	|
optimizer_step_with_closure_0      	|  0.373          	|1000           	|  373.0          	|  69.521         	|
training_step_and_backward         	|  0.26614        	|1000           	|  266.14         	|  49.604         	|
model_forward                      	|  0.13749        	|1000           	|  137.49         	|  25.625         	|
training_step                      	|  0.13731        	|1000           	|  137.31         	|  25.593         	|
backward                           	|  0.12712        	|1000           	|  127.12         	|  23.693         	|
get_train_batch                    	|  0.029273       	|1063           	|  31.117         	|  5.7997         	|
fetch_next_train_batch             	|  0.029248       	|1063           	|  31.091         	|  5.7949         	|
on_train_batch_end                 	|  0.0018244      	|1000           	|  1.8244         	|  0.34003        	|
zero_grad                          	|  0.0014985      	|1000           	|  1.4985         	|  0.27929        	|
training_batch_to_device           	|  0.0002718      	|1000           	|  0.2718         	|  0.050659       	|
on_train_batch_start               	|  9.5967e-05     	|1000           	|  0.095967       	|  0.017887       	|
on_train_end                       	|  0.044575       	|1              	|  0.044575       	|  0.008308       	|
on_train_epoch_end                 	|  0.0003544      	|63             	|  0.022327       	|  0.0041614      	|
on_train_epoch_start               	|  0.00035277     	|63             	|  0.022224       	|  0.0041422      	|
on_pretrain_routine_start          	|  0.021383       	|1              	|  0.021383       	|  0.0039855      	|
on_batch_start                     	|  2.0655e-05     	|1000           	|  0.020655       	|  0.0038497      	|
on_after_backward                  	|  2.0297e-05     	|1000           	|  0.020297       	|  0.0037831      	|
on_before_zero_grad                	|  1.5483e-05     	|1000           	|  0.015483       	|  0.0028857      	|
on_batch_end                       	|  1.5316e-05     	|1000           	|  0.015316       	|  0.0028546      	|
on_before_optimizer_step           	|  1.2915e-05     	|1000           	|  0.012915       	|  0.0024071      	|
on_before_backward                 	|  1.1965e-05     	|1000           	|  0.011965       	|  0.00223        	|
configure_optimizers               	|  0.010781       	|1              	|  0.010781       	|  0.0020094      	|
training_step_end                  	|  6.9723e-06     	|1000           	|  0.0069723      	|  0.0012995      	|
on_train_start                     	|  0.0018963      	|1              	|  0.0018963      	|  0.00035343     	|
on_epoch_end                       	|  1.5353e-05     	|63             	|  0.00096725     	|  0.00018028     	|
on_epoch_start                     	|  1.1037e-05     	|63             	|  0.00069536     	|  0.0001296      	|
on_fit_start                       	|  4.86e-05       	|1              	|  4.86e-05       	|  9.0583e-06     	|
on_pretrain_routine_end            	|  2.8629e-05     	|1              	|  2.8629e-05     	|  5.3359e-06     	|
on_before_accelerator_backend_setup	|  2.8219e-05     	|1              	|  2.8219e-05     	|  5.2596e-06     	|
on_fit_end                         	|  2.4855e-05     	|1              	|  2.4855e-05     	|  4.6326e-06     	|
on_configure_sharded_model         	|  2.2586e-05     	|1              	|  2.2586e-05     	|  4.2097e-06     	|
setup                              	|  2.1849e-05     	|1              	|  2.1849e-05     	|  4.0723e-06     	|
teardown                           	|  1.4706e-05     	|1              	|  1.4706e-05     	|  2.7409e-06     	|
prepare_data                       	|  8.6538e-06     	|1              	|  8.6538e-06     	|  1.6129e-06     	|
configure_callbacks                	|  7.5288e-06     	|1              	|  7.5288e-06     	|  1.4032e-06     	|
configure_sharded_model            	|  6.9719e-06     	|1              	|  6.9719e-06     	|  1.2994e-06     	|
on_val_dataloader                  	|  6.3479e-06     	|1              	|  6.3479e-06     	|  1.1831e-06     	|
on_train_dataloader                	|  5.912e-06      	|1              	|  5.912e-06      	|  1.1019e-06     	|
