FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  385.04         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  17.045         	|21             	|  357.94         	|  92.96          	|
run_training_batch                 	|  0.30913        	|1000           	|  309.13         	|  80.284         	|
optimizer_step_with_closure_0      	|  0.30522        	|1000           	|  305.22         	|  79.269         	|
training_step_and_backward         	|  0.23554        	|1000           	|  235.54         	|  61.171         	|
backward                           	|  0.12093        	|1000           	|  120.93         	|  31.406         	|
model_forward                      	|  0.11287        	|1000           	|  112.87         	|  29.313         	|
training_step                      	|  0.11264        	|1000           	|  112.64         	|  29.254         	|
get_train_batch                    	|  0.010155       	|1021           	|  10.369         	|  2.6928         	|
fetch_next_train_batch             	|  0.010128       	|1021           	|  10.341         	|  2.6857         	|
on_train_batch_end                 	|  0.0025621      	|1000           	|  2.5621         	|  0.6654         	|
zero_grad                          	|  0.0017047      	|1000           	|  1.7047         	|  0.44272        	|
training_batch_to_device           	|  0.00030122     	|1000           	|  0.30122        	|  0.07823        	|
on_train_batch_start               	|  0.00011167     	|1000           	|  0.11167        	|  0.029001       	|
on_train_end                       	|  0.10295        	|1              	|  0.10295        	|  0.026736       	|
configure_optimizers               	|  0.04181        	|1              	|  0.04181        	|  0.010858       	|
on_after_backward                  	|  3.1607e-05     	|1000           	|  0.031607       	|  0.0082088      	|
on_batch_start                     	|  2.3734e-05     	|1000           	|  0.023734       	|  0.006164       	|
on_pretrain_routine_start          	|  0.022446       	|1              	|  0.022446       	|  0.0058294      	|
on_before_zero_grad                	|  2.0334e-05     	|1000           	|  0.020334       	|  0.0052809      	|
on_batch_end                       	|  1.8605e-05     	|1000           	|  0.018605       	|  0.0048318      	|
on_before_backward                 	|  1.5139e-05     	|1000           	|  0.015139       	|  0.0039317      	|
on_before_optimizer_step           	|  1.5114e-05     	|1000           	|  0.015114       	|  0.0039252      	|
on_train_epoch_end                 	|  0.00047547     	|21             	|  0.0099848      	|  0.0025932      	|
on_train_epoch_start               	|  0.00045179     	|21             	|  0.0094875      	|  0.002464       	|
training_step_end                  	|  8.0606e-06     	|1000           	|  0.0080606      	|  0.0020934      	|
on_train_start                     	|  0.0013151      	|1              	|  0.0013151      	|  0.00034155     	|
on_epoch_start                     	|  1.5675e-05     	|21             	|  0.00032918     	|  8.5491e-05     	|
on_epoch_end                       	|  1.3532e-05     	|21             	|  0.00028418     	|  7.3805e-05     	|
on_fit_start                       	|  5.232e-05      	|1              	|  5.232e-05      	|  1.3588e-05     	|
setup                              	|  4.3821e-05     	|1              	|  4.3821e-05     	|  1.1381e-05     	|
on_fit_end                         	|  3.458e-05      	|1              	|  3.458e-05      	|  8.9808e-06     	|
on_configure_sharded_model         	|  3.4509e-05     	|1              	|  3.4509e-05     	|  8.9624e-06     	|
on_before_accelerator_backend_setup	|  3.038e-05      	|1              	|  3.038e-05      	|  7.8899e-06     	|
on_pretrain_routine_end            	|  2.2054e-05     	|1              	|  2.2054e-05     	|  5.7276e-06     	|
teardown                           	|  1.5968e-05     	|1              	|  1.5968e-05     	|  4.1472e-06     	|
configure_sharded_model            	|  1.41e-05       	|1              	|  1.41e-05       	|  3.662e-06      	|
prepare_data                       	|  1.3847e-05     	|1              	|  1.3847e-05     	|  3.5962e-06     	|
on_val_dataloader                  	|  7.5419e-06     	|1              	|  7.5419e-06     	|  1.9587e-06     	|
on_train_dataloader                	|  6.3069e-06     	|1              	|  6.3069e-06     	|  1.638e-06      	|
configure_callbacks                	|  6.2101e-06     	|1              	|  6.2101e-06     	|  1.6128e-06     	|
