FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  623.82         	|  100 %          	|
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run_training_epoch                 	|  3.6222         	|167            	|  604.9          	|  96.967         	|
run_training_batch                 	|  0.24487        	|1000           	|  244.87         	|  39.253         	|
optimizer_step_with_closure_0      	|  0.24277        	|1000           	|  242.77         	|  38.917         	|
training_step_and_backward         	|  0.18202        	|1000           	|  182.02         	|  29.178         	|
model_forward                      	|  0.094362       	|1000           	|  94.362         	|  15.126         	|
training_step                      	|  0.094188       	|1000           	|  94.188         	|  15.099         	|
backward                           	|  0.086315       	|1000           	|  86.315         	|  13.836         	|
get_train_batch                    	|  0.065654       	|1167           	|  76.618         	|  12.282         	|
fetch_next_train_batch             	|  0.065627       	|1167           	|  76.587         	|  12.277         	|
on_train_batch_end                 	|  0.0016234      	|1000           	|  1.6234         	|  0.26023        	|
zero_grad                          	|  0.0013141      	|1000           	|  1.3141         	|  0.21066        	|
training_batch_to_device           	|  0.00047341     	|1000           	|  0.47341        	|  0.075888       	|
on_train_batch_start               	|  9.5454e-05     	|1000           	|  0.095454       	|  0.015301       	|
on_train_epoch_start               	|  0.00032193     	|167            	|  0.053763       	|  0.0086182      	|
on_train_epoch_end                 	|  0.00030242     	|167            	|  0.050504       	|  0.0080959      	|
on_train_end                       	|  0.043251       	|1              	|  0.043251       	|  0.0069332      	|
on_batch_start                     	|  3.0241e-05     	|1000           	|  0.030241       	|  0.0048477      	|
on_pretrain_routine_start          	|  0.021669       	|1              	|  0.021669       	|  0.0034736      	|
on_after_backward                  	|  1.8783e-05     	|1000           	|  0.018783       	|  0.003011       	|
on_before_zero_grad                	|  1.5803e-05     	|1000           	|  0.015803       	|  0.0025333      	|
on_batch_end                       	|  1.4399e-05     	|1000           	|  0.014399       	|  0.0023081      	|
on_before_optimizer_step           	|  1.3076e-05     	|1000           	|  0.013076       	|  0.0020961      	|
on_before_backward                 	|  1.1496e-05     	|1000           	|  0.011496       	|  0.0018429      	|
configure_optimizers               	|  0.008433       	|1              	|  0.008433       	|  0.0013518      	|
training_step_end                  	|  6.3838e-06     	|1000           	|  0.0063838      	|  0.0010233      	|
on_epoch_end                       	|  1.1288e-05     	|167            	|  0.001885       	|  0.00030218     	|
on_epoch_start                     	|  1.0914e-05     	|167            	|  0.0018226      	|  0.00029216     	|
on_train_start                     	|  0.0015003      	|1              	|  0.0015003      	|  0.0002405      	|
on_fit_end                         	|  9.1743e-05     	|1              	|  9.1743e-05     	|  1.4707e-05     	|
on_before_accelerator_backend_setup	|  2.8236e-05     	|1              	|  2.8236e-05     	|  4.5263e-06     	|
setup                              	|  2.5935e-05     	|1              	|  2.5935e-05     	|  4.1575e-06     	|
on_configure_sharded_model         	|  2.1178e-05     	|1              	|  2.1178e-05     	|  3.3949e-06     	|
on_fit_start                       	|  1.6671e-05     	|1              	|  1.6671e-05     	|  2.6723e-06     	|
teardown                           	|  1.5724e-05     	|1              	|  1.5724e-05     	|  2.5207e-06     	|
on_pretrain_routine_end            	|  1.2565e-05     	|1              	|  1.2565e-05     	|  2.0143e-06     	|
configure_callbacks                	|  1.0021e-05     	|1              	|  1.0021e-05     	|  1.6064e-06     	|
configure_sharded_model            	|  7.6015e-06     	|1              	|  7.6015e-06     	|  1.2185e-06     	|
prepare_data                       	|  7.1879e-06     	|1              	|  7.1879e-06     	|  1.1522e-06     	|
on_train_dataloader                	|  6.3647e-06     	|1              	|  6.3647e-06     	|  1.0203e-06     	|
on_val_dataloader                  	|  5.2359e-06     	|1              	|  5.2359e-06     	|  8.3932e-07     	|
