FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  388.03         	|  100 %          	|
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run_training_epoch                 	|  14.583         	|25             	|  364.57         	|  93.954         	|
run_training_batch                 	|  0.35205        	|1000           	|  352.05         	|  90.728         	|
optimizer_step_with_closure_0      	|  0.34939        	|1000           	|  349.39         	|  90.043         	|
training_step_and_backward         	|  0.27246        	|1000           	|  272.46         	|  70.216         	|
model_forward                      	|  0.16118        	|1000           	|  161.18         	|  41.538         	|
training_step                      	|  0.16104        	|1000           	|  161.04         	|  41.503         	|
backward                           	|  0.10996        	|1000           	|  109.96         	|  28.338         	|
get_train_batch                    	|  0.0042536      	|1025           	|  4.36           	|  1.1236         	|
fetch_next_train_batch             	|  0.0042365      	|1025           	|  4.3424         	|  1.1191         	|
zero_grad                          	|  0.0012935      	|1000           	|  1.2935         	|  0.33337        	|
on_train_batch_end                 	|  0.0011947      	|1000           	|  1.1947         	|  0.30789        	|
training_batch_to_device           	|  0.00023212     	|1000           	|  0.23212        	|  0.05982        	|
on_train_batch_start               	|  9.342e-05      	|1000           	|  0.09342        	|  0.024076       	|
on_train_end                       	|  0.023795       	|1              	|  0.023795       	|  0.0061324      	|
on_pretrain_routine_start          	|  0.022547       	|1              	|  0.022547       	|  0.0058108      	|
on_batch_start                     	|  1.5167e-05     	|1000           	|  0.015167       	|  0.0039087      	|
on_before_zero_grad                	|  1.4138e-05     	|1000           	|  0.014138       	|  0.0036436      	|
on_batch_end                       	|  1.3782e-05     	|1000           	|  0.013782       	|  0.0035518      	|
on_after_backward                  	|  1.125e-05      	|1000           	|  0.01125        	|  0.0028993      	|
on_before_backward                 	|  1.1075e-05     	|1000           	|  0.011075       	|  0.0028541      	|
on_before_optimizer_step           	|  1.0276e-05     	|1000           	|  0.010276       	|  0.0026483      	|
configure_optimizers               	|  0.0083891      	|1              	|  0.0083891      	|  0.002162       	|
on_train_epoch_start               	|  0.00029531     	|25             	|  0.0073829      	|  0.0019027      	|
on_train_epoch_end                 	|  0.00028957     	|25             	|  0.0072391      	|  0.0018656      	|
training_step_end                  	|  5.8932e-06     	|1000           	|  0.0058932      	|  0.0015188      	|
on_train_start                     	|  0.00071608     	|1              	|  0.00071608     	|  0.00018454     	|
on_epoch_start                     	|  1.0488e-05     	|25             	|  0.00026221     	|  6.7575e-05     	|
on_epoch_end                       	|  1.0316e-05     	|25             	|  0.00025789     	|  6.6463e-05     	|
on_fit_end                         	|  2.2692e-05     	|1              	|  2.2692e-05     	|  5.8481e-06     	|
on_before_accelerator_backend_setup	|  2.1991e-05     	|1              	|  2.1991e-05     	|  5.6674e-06     	|
on_configure_sharded_model         	|  1.6872e-05     	|1              	|  1.6872e-05     	|  4.3481e-06     	|
on_fit_start                       	|  1.5409e-05     	|1              	|  1.5409e-05     	|  3.9711e-06     	|
setup                              	|  1.5359e-05     	|1              	|  1.5359e-05     	|  3.9582e-06     	|
teardown                           	|  1.1491e-05     	|1              	|  1.1491e-05     	|  2.9614e-06     	|
on_pretrain_routine_end            	|  9.9989e-06     	|1              	|  9.9989e-06     	|  2.5769e-06     	|
prepare_data                       	|  8.9271e-06     	|1              	|  8.9271e-06     	|  2.3006e-06     	|
configure_callbacks                	|  7.384e-06      	|1              	|  7.384e-06      	|  1.903e-06      	|
configure_sharded_model            	|  5.4099e-06     	|1              	|  5.4099e-06     	|  1.3942e-06     	|
on_val_dataloader                  	|  4.429e-06      	|1              	|  4.429e-06      	|  1.1414e-06     	|
on_train_dataloader                	|  3.9169e-06     	|1              	|  3.9169e-06     	|  1.0094e-06     	|
