FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  379.32         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.202         	|25             	|  355.06         	|  93.606         	|
run_training_batch                 	|  0.30116        	|1000           	|  301.16         	|  79.396         	|
optimizer_step_with_closure_0      	|  0.29707        	|1000           	|  297.07         	|  78.317         	|
training_step_and_backward         	|  0.22889        	|1000           	|  228.89         	|  60.343         	|
model_forward                      	|  0.1141         	|1000           	|  114.1          	|  30.08          	|
training_step                      	|  0.11389        	|1000           	|  113.89         	|  30.026         	|
backward                           	|  0.11313        	|1000           	|  113.13         	|  29.824         	|
get_train_batch                    	|  0.01064        	|1025           	|  10.906         	|  2.8753         	|
fetch_next_train_batch             	|  0.010613       	|1025           	|  10.878         	|  2.8679         	|
on_train_batch_end                 	|  0.0027372      	|1000           	|  2.7372         	|  0.72162        	|
zero_grad                          	|  0.001629       	|1000           	|  1.629          	|  0.42945        	|
training_batch_to_device           	|  0.00029828     	|1000           	|  0.29828        	|  0.078638       	|
on_train_batch_start               	|  9.6889e-05     	|1000           	|  0.096889       	|  0.025543       	|
on_train_end                       	|  0.048934       	|1              	|  0.048934       	|  0.012901       	|
on_after_backward                  	|  2.9551e-05     	|1000           	|  0.029551       	|  0.0077907      	|
on_pretrain_routine_start          	|  0.023719       	|1              	|  0.023719       	|  0.006253       	|
on_batch_start                     	|  2.2603e-05     	|1000           	|  0.022603       	|  0.0059588      	|
on_before_zero_grad                	|  1.8687e-05     	|1000           	|  0.018687       	|  0.0049265      	|
on_batch_end                       	|  1.6488e-05     	|1000           	|  0.016488       	|  0.0043468      	|
on_before_optimizer_step           	|  1.3668e-05     	|1000           	|  0.013668       	|  0.0036033      	|
on_before_backward                 	|  1.3329e-05     	|1000           	|  0.013329       	|  0.0035139      	|
on_train_epoch_end                 	|  0.00045691     	|25             	|  0.011423       	|  0.0030114      	|
on_train_epoch_start               	|  0.00041947     	|25             	|  0.010487       	|  0.0027647      	|
configure_optimizers               	|  0.010051       	|1              	|  0.010051       	|  0.0026497      	|
training_step_end                  	|  7.673e-06      	|1000           	|  0.007673       	|  0.0020228      	|
on_train_start                     	|  0.00098748     	|1              	|  0.00098748     	|  0.00026033     	|
on_epoch_end                       	|  1.2161e-05     	|25             	|  0.00030402     	|  8.0149e-05     	|
on_epoch_start                     	|  1.1758e-05     	|25             	|  0.00029396     	|  7.7497e-05     	|
on_fit_start                       	|  4.6078e-05     	|1              	|  4.6078e-05     	|  1.2148e-05     	|
setup                              	|  3.4221e-05     	|1              	|  3.4221e-05     	|  9.0217e-06     	|
on_fit_end                         	|  2.9674e-05     	|1              	|  2.9674e-05     	|  7.823e-06      	|
on_before_accelerator_backend_setup	|  2.5876e-05     	|1              	|  2.5876e-05     	|  6.8217e-06     	|
on_configure_sharded_model         	|  2.4965e-05     	|1              	|  2.4965e-05     	|  6.5816e-06     	|
configure_sharded_model            	|  2.2668e-05     	|1              	|  2.2668e-05     	|  5.9761e-06     	|
teardown                           	|  1.6356e-05     	|1              	|  1.6356e-05     	|  4.3119e-06     	|
on_pretrain_routine_end            	|  1.4342e-05     	|1              	|  1.4342e-05     	|  3.7811e-06     	|
prepare_data                       	|  1.1513e-05     	|1              	|  1.1513e-05     	|  3.0352e-06     	|
on_val_dataloader                  	|  8.814e-06      	|1              	|  8.814e-06      	|  2.3237e-06     	|
on_train_dataloader                	|  6.916e-06      	|1              	|  6.916e-06      	|  1.8233e-06     	|
configure_callbacks                	|  5.5376e-06     	|1              	|  5.5376e-06     	|  1.4599e-06     	|
