FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  464.73         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.0464         	|63             	|  443.92         	|  95.522         	|
run_training_batch                 	|  0.29308        	|1000           	|  293.08         	|  63.063         	|
optimizer_step_with_closure_0      	|  0.28977        	|1000           	|  289.77         	|  62.351         	|
training_step_and_backward         	|  0.22367        	|1000           	|  223.67         	|  48.129         	|
backward                           	|  0.11146        	|1000           	|  111.46         	|  23.983         	|
model_forward                      	|  0.11064        	|1000           	|  110.64         	|  23.807         	|
training_step                      	|  0.11043        	|1000           	|  110.43         	|  23.763         	|
get_train_batch                    	|  0.027182       	|1063           	|  28.894         	|  6.2174         	|
fetch_next_train_batch             	|  0.027151       	|1063           	|  28.862         	|  6.2104         	|
on_train_batch_end                 	|  0.0025205      	|1000           	|  2.5205         	|  0.54236        	|
zero_grad                          	|  0.0015411      	|1000           	|  1.5411         	|  0.33161        	|
training_batch_to_device           	|  0.00028904     	|1000           	|  0.28904        	|  0.062196       	|
on_train_end                       	|  0.19716        	|1              	|  0.19716        	|  0.042424       	|
on_train_batch_start               	|  9.8745e-05     	|1000           	|  0.098745       	|  0.021248       	|
on_train_epoch_end                 	|  0.00046589     	|63             	|  0.029351       	|  0.0063157      	|
on_after_backward                  	|  2.6765e-05     	|1000           	|  0.026765       	|  0.0057593      	|
on_train_epoch_start               	|  0.00041794     	|63             	|  0.026331       	|  0.0056657      	|
on_pretrain_routine_start          	|  0.024032       	|1              	|  0.024032       	|  0.0051711      	|
on_batch_start                     	|  2.3778e-05     	|1000           	|  0.023778       	|  0.0051166      	|
configure_optimizers               	|  0.020608       	|1              	|  0.020608       	|  0.0044343      	|
on_before_zero_grad                	|  1.8806e-05     	|1000           	|  0.018806       	|  0.0040467      	|
on_batch_end                       	|  1.6569e-05     	|1000           	|  0.016569       	|  0.0035653      	|
on_before_optimizer_step           	|  1.6226e-05     	|1000           	|  0.016226       	|  0.0034914      	|
on_before_backward                 	|  1.3941e-05     	|1000           	|  0.013941       	|  0.0029998      	|
training_step_end                  	|  7.7453e-06     	|1000           	|  0.0077453      	|  0.0016666      	|
on_epoch_start                     	|  1.2722e-05     	|63             	|  0.00080146     	|  0.00017246     	|
on_epoch_end                       	|  1.2666e-05     	|63             	|  0.00079795     	|  0.0001717      	|
on_train_start                     	|  0.00077499     	|1              	|  0.00077499     	|  0.00016676     	|
on_fit_end                         	|  5.8128e-05     	|1              	|  5.8128e-05     	|  1.2508e-05     	|
on_fit_start                       	|  2.6196e-05     	|1              	|  2.6196e-05     	|  5.6368e-06     	|
on_before_accelerator_backend_setup	|  2.5846e-05     	|1              	|  2.5846e-05     	|  5.5615e-06     	|
on_configure_sharded_model         	|  2.4162e-05     	|1              	|  2.4162e-05     	|  5.1992e-06     	|
setup                              	|  2.4013e-05     	|1              	|  2.4013e-05     	|  5.1671e-06     	|
on_pretrain_routine_end            	|  1.6015e-05     	|1              	|  1.6015e-05     	|  3.4461e-06     	|
teardown                           	|  1.4208e-05     	|1              	|  1.4208e-05     	|  3.0573e-06     	|
prepare_data                       	|  1.2593e-05     	|1              	|  1.2593e-05     	|  2.7098e-06     	|
configure_sharded_model            	|  9.71e-06       	|1              	|  9.71e-06       	|  2.0894e-06     	|
on_train_dataloader                	|  9.3449e-06     	|1              	|  9.3449e-06     	|  2.0108e-06     	|
on_val_dataloader                  	|  7.2177e-06     	|1              	|  7.2177e-06     	|  1.5531e-06     	|
configure_callbacks                	|  7.1097e-06     	|1              	|  7.1097e-06     	|  1.5298e-06     	|
