FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  409.46         	|  100 %          	|
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run_training_epoch                 	|  6.1223         	|63             	|  385.7          	|  94.198         	|
run_training_batch                 	|  0.27774        	|1000           	|  277.74         	|  67.83          	|
optimizer_step_with_closure_0      	|  0.27436        	|1000           	|  274.36         	|  67.006         	|
training_step_and_backward         	|  0.20948        	|1000           	|  209.48         	|  51.16          	|
model_forward                      	|  0.10489        	|1000           	|  104.89         	|  25.616         	|
training_step                      	|  0.10469        	|1000           	|  104.69         	|  25.569         	|
backward                           	|  0.103          	|1000           	|  103.0          	|  25.155         	|
get_train_batch                    	|  0.021698       	|1063           	|  23.065         	|  5.6329         	|
fetch_next_train_batch             	|  0.021673       	|1063           	|  23.039         	|  5.6266         	|
on_train_batch_end                 	|  0.0022171      	|1000           	|  2.2171         	|  0.54148        	|
zero_grad                          	|  0.001557       	|1000           	|  1.557          	|  0.38027        	|
training_batch_to_device           	|  0.00025957     	|1000           	|  0.25957        	|  0.063394       	|
on_train_batch_start               	|  9.4805e-05     	|1000           	|  0.094805       	|  0.023154       	|
on_train_end                       	|  0.045353       	|1              	|  0.045353       	|  0.011076       	|
on_pretrain_routine_start          	|  0.025815       	|1              	|  0.025815       	|  0.0063046      	|
on_after_backward                  	|  2.5329e-05     	|1000           	|  0.025329       	|  0.0061859      	|
on_train_epoch_end                 	|  0.00034906     	|63             	|  0.021991       	|  0.0053707      	|
on_train_epoch_start               	|  0.00034749     	|63             	|  0.021892       	|  0.0053465      	|
on_batch_start                     	|  2.0947e-05     	|1000           	|  0.020947       	|  0.0051157      	|
on_before_zero_grad                	|  1.7474e-05     	|1000           	|  0.017474       	|  0.0042675      	|
on_batch_end                       	|  1.5451e-05     	|1000           	|  0.015451       	|  0.0037735      	|
on_before_optimizer_step           	|  1.405e-05      	|1000           	|  0.01405        	|  0.0034313      	|
on_before_backward                 	|  1.2353e-05     	|1000           	|  0.012353       	|  0.003017       	|
configure_optimizers               	|  0.010738       	|1              	|  0.010738       	|  0.0026225      	|
training_step_end                  	|  6.9572e-06     	|1000           	|  0.0069572      	|  0.0016991      	|
on_train_start                     	|  0.001706       	|1              	|  0.001706       	|  0.00041664     	|
on_epoch_end                       	|  1.2144e-05     	|63             	|  0.00076506     	|  0.00018685     	|
on_epoch_start                     	|  1.0874e-05     	|63             	|  0.00068505     	|  0.00016731     	|
on_fit_end                         	|  8.4436e-05     	|1              	|  8.4436e-05     	|  2.0621e-05     	|
on_fit_start                       	|  4.5855e-05     	|1              	|  4.5855e-05     	|  1.1199e-05     	|
on_configure_sharded_model         	|  2.4347e-05     	|1              	|  2.4347e-05     	|  5.946e-06      	|
setup                              	|  2.2888e-05     	|1              	|  2.2888e-05     	|  5.5898e-06     	|
on_before_accelerator_backend_setup	|  2.1117e-05     	|1              	|  2.1117e-05     	|  5.1572e-06     	|
teardown                           	|  1.7725e-05     	|1              	|  1.7725e-05     	|  4.3289e-06     	|
on_pretrain_routine_end            	|  1.391e-05      	|1              	|  1.391e-05      	|  3.3972e-06     	|
configure_callbacks                	|  1.3702e-05     	|1              	|  1.3702e-05     	|  3.3463e-06     	|
on_train_dataloader                	|  8.516e-06      	|1              	|  8.516e-06      	|  2.0798e-06     	|
on_val_dataloader                  	|  7.7002e-06     	|1              	|  7.7002e-06     	|  1.8806e-06     	|
prepare_data                       	|  7.404e-06      	|1              	|  7.404e-06      	|  1.8082e-06     	|
configure_sharded_model            	|  6.0406e-06     	|1              	|  6.0406e-06     	|  1.4752e-06     	|
