FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  514.54         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.8306         	|63             	|  493.33         	|  95.877         	|
run_training_batch                 	|  0.37763        	|1000           	|  377.63         	|  73.391         	|
optimizer_step_with_closure_0      	|  0.37461        	|1000           	|  374.61         	|  72.805         	|
training_step_and_backward         	|  0.26942        	|1000           	|  269.42         	|  52.36          	|
model_forward                      	|  0.13649        	|1000           	|  136.49         	|  26.527         	|
training_step                      	|  0.1363         	|1000           	|  136.3          	|  26.49          	|
backward                           	|  0.13135        	|1000           	|  131.35         	|  25.527         	|
get_train_batch                    	|  0.024541       	|1063           	|  26.087         	|  5.0699         	|
fetch_next_train_batch             	|  0.024516       	|1063           	|  26.06          	|  5.0647         	|
on_train_batch_end                 	|  0.0021154      	|1000           	|  2.1154         	|  0.41112        	|
zero_grad                          	|  0.0015372      	|1000           	|  1.5372         	|  0.29875        	|
training_batch_to_device           	|  0.00029213     	|1000           	|  0.29213        	|  0.056774       	|
on_train_batch_start               	|  0.00013474     	|1000           	|  0.13474        	|  0.026186       	|
on_train_end                       	|  0.047196       	|1              	|  0.047196       	|  0.0091723      	|
on_train_epoch_end                 	|  0.00040607     	|63             	|  0.025583       	|  0.0049719      	|
on_train_epoch_start               	|  0.00039238     	|63             	|  0.02472        	|  0.0048042      	|
on_after_backward                  	|  2.4414e-05     	|1000           	|  0.024414       	|  0.0047448      	|
on_pretrain_routine_start          	|  0.022618       	|1              	|  0.022618       	|  0.0043958      	|
on_batch_start                     	|  2.0871e-05     	|1000           	|  0.020871       	|  0.0040563      	|
on_before_zero_grad                	|  1.7143e-05     	|1000           	|  0.017143       	|  0.0033317      	|
on_batch_end                       	|  1.5802e-05     	|1000           	|  0.015802       	|  0.0030711      	|
on_before_backward                 	|  1.4257e-05     	|1000           	|  0.014257       	|  0.0027709      	|
on_before_optimizer_step           	|  1.3404e-05     	|1000           	|  0.013404       	|  0.0026051      	|
configure_optimizers               	|  0.010129       	|1              	|  0.010129       	|  0.0019685      	|
training_step_end                  	|  7.7989e-06     	|1000           	|  0.0077989      	|  0.0015157      	|
on_train_start                     	|  0.0021423      	|1              	|  0.0021423      	|  0.00041634     	|
on_epoch_end                       	|  1.1665e-05     	|63             	|  0.00073492     	|  0.00014283     	|
on_epoch_start                     	|  1.0848e-05     	|63             	|  0.00068341     	|  0.00013282     	|
on_fit_start                       	|  4.5139e-05     	|1              	|  4.5139e-05     	|  8.7727e-06     	|
on_before_accelerator_backend_setup	|  4.0974e-05     	|1              	|  4.0974e-05     	|  7.9633e-06     	|
on_configure_sharded_model         	|  3.336e-05      	|1              	|  3.336e-05      	|  6.4834e-06     	|
on_fit_end                         	|  3.2542e-05     	|1              	|  3.2542e-05     	|  6.3245e-06     	|
setup                              	|  2.4231e-05     	|1              	|  2.4231e-05     	|  4.7092e-06     	|
configure_callbacks                	|  1.5451e-05     	|1              	|  1.5451e-05     	|  3.0028e-06     	|
teardown                           	|  1.4959e-05     	|1              	|  1.4959e-05     	|  2.9072e-06     	|
on_pretrain_routine_end            	|  1.4681e-05     	|1              	|  1.4681e-05     	|  2.8533e-06     	|
prepare_data                       	|  1.2916e-05     	|1              	|  1.2916e-05     	|  2.5101e-06     	|
on_val_dataloader                  	|  7.3798e-06     	|1              	|  7.3798e-06     	|  1.4342e-06     	|
configure_sharded_model            	|  6.8471e-06     	|1              	|  6.8471e-06     	|  1.3307e-06     	|
on_train_dataloader                	|  6.1244e-06     	|1              	|  6.1244e-06     	|  1.1903e-06     	|
