FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  370.91         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.84          	|25             	|  346.01         	|  93.286         	|
run_training_batch                 	|  0.28979        	|1000           	|  289.79         	|  78.129         	|
optimizer_step_with_closure_0      	|  0.28654        	|1000           	|  286.54         	|  77.251         	|
training_step_and_backward         	|  0.22086        	|1000           	|  220.86         	|  59.545         	|
backward                           	|  0.10978        	|1000           	|  109.78         	|  29.596         	|
model_forward                      	|  0.10952        	|1000           	|  109.52         	|  29.528         	|
training_step                      	|  0.10933        	|1000           	|  109.33         	|  29.476         	|
get_train_batch                    	|  0.012239       	|1025           	|  12.545         	|  3.3821         	|
fetch_next_train_batch             	|  0.012212       	|1025           	|  12.518         	|  3.3748         	|
on_train_batch_end                 	|  0.0025131      	|1000           	|  2.5131         	|  0.67754        	|
zero_grad                          	|  0.0015301      	|1000           	|  1.5301         	|  0.41252        	|
training_batch_to_device           	|  0.00030191     	|1000           	|  0.30191        	|  0.081397       	|
on_train_batch_start               	|  9.6514e-05     	|1000           	|  0.096514       	|  0.026021       	|
on_train_end                       	|  0.048055       	|1              	|  0.048055       	|  0.012956       	|
on_after_backward                  	|  2.5819e-05     	|1000           	|  0.025819       	|  0.006961       	|
on_pretrain_routine_start          	|  0.024249       	|1              	|  0.024249       	|  0.0065377      	|
on_batch_start                     	|  2.3058e-05     	|1000           	|  0.023058       	|  0.0062165      	|
on_before_zero_grad                	|  1.7811e-05     	|1000           	|  0.017811       	|  0.0048019      	|
on_batch_end                       	|  1.7607e-05     	|1000           	|  0.017607       	|  0.004747       	|
on_before_backward                 	|  1.3365e-05     	|1000           	|  0.013365       	|  0.0036034      	|
on_train_epoch_start               	|  0.00052185     	|25             	|  0.013046       	|  0.0035173      	|
on_before_optimizer_step           	|  1.2632e-05     	|1000           	|  0.012632       	|  0.0034056      	|
on_train_epoch_end                 	|  0.00049169     	|25             	|  0.012292       	|  0.0033141      	|
configure_optimizers               	|  0.012152       	|1              	|  0.012152       	|  0.0032763      	|
training_step_end                  	|  7.7386e-06     	|1000           	|  0.0077386      	|  0.0020864      	|
on_train_start                     	|  0.0013024      	|1              	|  0.0013024      	|  0.00035114     	|
on_epoch_end                       	|  1.3791e-05     	|25             	|  0.00034478     	|  9.2953e-05     	|
on_epoch_start                     	|  1.2758e-05     	|25             	|  0.00031894     	|  8.5988e-05     	|
on_fit_end                         	|  6.6997e-05     	|1              	|  6.6997e-05     	|  1.8063e-05     	|
on_fit_start                       	|  4.2534e-05     	|1              	|  4.2534e-05     	|  1.1467e-05     	|
setup                              	|  3.2181e-05     	|1              	|  3.2181e-05     	|  8.6761e-06     	|
on_before_accelerator_backend_setup	|  2.4978e-05     	|1              	|  2.4978e-05     	|  6.7342e-06     	|
configure_sharded_model            	|  2.3277e-05     	|1              	|  2.3277e-05     	|  6.2757e-06     	|
on_configure_sharded_model         	|  2.2443e-05     	|1              	|  2.2443e-05     	|  6.0507e-06     	|
teardown                           	|  1.8405e-05     	|1              	|  1.8405e-05     	|  4.962e-06      	|
on_pretrain_routine_end            	|  1.6073e-05     	|1              	|  1.6073e-05     	|  4.3333e-06     	|
prepare_data                       	|  1.158e-05      	|1              	|  1.158e-05      	|  3.122e-06      	|
on_train_dataloader                	|  1.1021e-05     	|1              	|  1.1021e-05     	|  2.9714e-06     	|
on_val_dataloader                  	|  8.1267e-06     	|1              	|  8.1267e-06     	|  2.191e-06      	|
configure_callbacks                	|  7.0632e-06     	|1              	|  7.0632e-06     	|  1.9043e-06     	|
