FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1678.2         	|  100 %          	|
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run_training_epoch                 	|  26.276         	|63             	|  1655.4         	|  98.641         	|
run_training_batch                 	|  0.20256        	|8000           	|  1620.5         	|  96.56          	|
training_step_and_backward         	|  0.19089        	|8000           	|  1527.1         	|  90.998         	|
model_forward                      	|  0.10867        	|8000           	|  869.33         	|  51.802         	|
training_step                      	|  0.10853        	|8000           	|  868.26         	|  51.738         	|
backward                           	|  0.082043       	|8000           	|  656.35         	|  39.111         	|
optimizer_step_with_closure_0      	|  0.24809        	|1000           	|  248.09         	|  14.783         	|
get_train_batch                    	|  0.0022531      	|8063           	|  18.167         	|  1.0825         	|
fetch_next_train_batch             	|  0.0022366      	|8063           	|  18.034         	|  1.0746         	|
on_train_batch_end                 	|  0.0010834      	|8000           	|  8.6671         	|  0.51645        	|
training_batch_to_device           	|  0.00021536     	|8000           	|  1.7229         	|  0.10266        	|
zero_grad                          	|  0.0013025      	|1000           	|  1.3025         	|  0.077613       	|
on_train_batch_start               	|  9.0353e-05     	|8000           	|  0.72283        	|  0.043072       	|
on_batch_start                     	|  1.4747e-05     	|8000           	|  0.11798        	|  0.0070301      	|
on_batch_end                       	|  1.362e-05      	|8000           	|  0.10896        	|  0.0064928      	|
on_before_backward                 	|  1.2896e-05     	|8000           	|  0.10317        	|  0.0061476      	|
on_after_backward                  	|  1.1501e-05     	|8000           	|  0.092012       	|  0.0054828      	|
training_step_end                  	|  5.8364e-06     	|8000           	|  0.046692       	|  0.0027823      	|
on_train_end                       	|  0.02499        	|1              	|  0.02499        	|  0.0014891      	|
on_pretrain_routine_start          	|  0.023148       	|1              	|  0.023148       	|  0.0013794      	|
on_train_epoch_start               	|  0.00029083     	|63             	|  0.018322       	|  0.0010918      	|
on_train_epoch_end                 	|  0.00027706     	|63             	|  0.017455       	|  0.0010401      	|
on_before_zero_grad                	|  1.3899e-05     	|1000           	|  0.013899       	|  0.00082823     	|
on_before_optimizer_step           	|  1.2296e-05     	|1000           	|  0.012296       	|  0.00073272     	|
configure_optimizers               	|  0.0090343      	|1              	|  0.0090343      	|  0.00053834     	|
on_train_start                     	|  0.00077907     	|1              	|  0.00077907     	|  4.6423e-05     	|
on_epoch_start                     	|  1.0314e-05     	|63             	|  0.0006498      	|  3.872e-05      	|
on_epoch_end                       	|  1.0261e-05     	|63             	|  0.00064644     	|  3.852e-05      	|
setup                              	|  2.3033e-05     	|1              	|  2.3033e-05     	|  1.3725e-06     	|
on_before_accelerator_backend_setup	|  2.2552e-05     	|1              	|  2.2552e-05     	|  1.3438e-06     	|
on_fit_end                         	|  2.1521e-05     	|1              	|  2.1521e-05     	|  1.2824e-06     	|
on_fit_start                       	|  1.7353e-05     	|1              	|  1.7353e-05     	|  1.034e-06      	|
on_configure_sharded_model         	|  1.7042e-05     	|1              	|  1.7042e-05     	|  1.0155e-06     	|
on_pretrain_routine_end            	|  1.091e-05      	|1              	|  1.091e-05      	|  6.5011e-07     	|
teardown                           	|  9.8781e-06     	|1              	|  9.8781e-06     	|  5.8862e-07     	|
prepare_data                       	|  9.347e-06      	|1              	|  9.347e-06      	|  5.5697e-07     	|
configure_callbacks                	|  5.7709e-06     	|1              	|  5.7709e-06     	|  3.4388e-07     	|
configure_sharded_model            	|  4.7591e-06     	|1              	|  4.7591e-06     	|  2.8358e-07     	|
on_val_dataloader                  	|  4.539e-06      	|1              	|  4.539e-06      	|  2.7047e-07     	|
on_train_dataloader                	|  4.0182e-06     	|1              	|  4.0182e-06     	|  2.3944e-07     	|
