FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  364.62         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.421          	|63             	|  341.52         	|  93.665         	|
run_training_batch                 	|  0.3183         	|1000           	|  318.3          	|  87.297         	|
optimizer_step_with_closure_0      	|  0.31561        	|1000           	|  315.61         	|  86.558         	|
training_step_and_backward         	|  0.23674        	|1000           	|  236.74         	|  64.928         	|
model_forward                      	|  0.14599        	|1000           	|  145.99         	|  40.039         	|
training_step                      	|  0.14585        	|1000           	|  145.85         	|  40.001         	|
backward                           	|  0.089433       	|1000           	|  89.433         	|  24.528         	|
get_train_batch                    	|  0.0072891      	|1063           	|  7.7483         	|  2.125          	|
fetch_next_train_batch             	|  0.0072707      	|1063           	|  7.7288         	|  2.1197         	|
zero_grad                          	|  0.0012919      	|1000           	|  1.2919         	|  0.35432        	|
on_train_batch_end                 	|  0.0011935      	|1000           	|  1.1935         	|  0.32734        	|
training_batch_to_device           	|  0.00022159     	|1000           	|  0.22159        	|  0.060773       	|
on_train_batch_start               	|  9.3869e-05     	|1000           	|  0.093869       	|  0.025744       	|
on_train_end                       	|  0.024769       	|1              	|  0.024769       	|  0.006793       	|
on_pretrain_routine_start          	|  0.022662       	|1              	|  0.022662       	|  0.0062153      	|
on_train_epoch_end                 	|  0.00028708     	|63             	|  0.018086       	|  0.0049603      	|
on_train_epoch_start               	|  0.00028673     	|63             	|  0.018064       	|  0.0049541      	|
on_batch_start                     	|  1.5705e-05     	|1000           	|  0.015705       	|  0.0043071      	|
on_before_zero_grad                	|  1.3289e-05     	|1000           	|  0.013289       	|  0.0036446      	|
on_batch_end                       	|  1.2846e-05     	|1000           	|  0.012846       	|  0.003523       	|
on_after_backward                  	|  1.1347e-05     	|1000           	|  0.011347       	|  0.0031121      	|
on_before_backward                 	|  1.0665e-05     	|1000           	|  0.010665       	|  0.0029249      	|
on_before_optimizer_step           	|  1.0352e-05     	|1000           	|  0.010352       	|  0.0028391      	|
configure_optimizers               	|  0.0088333      	|1              	|  0.0088333      	|  0.0024226      	|
training_step_end                  	|  5.7698e-06     	|1000           	|  0.0057698      	|  0.0015824      	|
on_train_start                     	|  0.00073865     	|1              	|  0.00073865     	|  0.00020258     	|
on_epoch_start                     	|  1.0895e-05     	|63             	|  0.0006864      	|  0.00018825     	|
on_epoch_end                       	|  1.0356e-05     	|63             	|  0.00065243     	|  0.00017893     	|
on_fit_end                         	|  2.118e-05      	|1              	|  2.118e-05      	|  5.8088e-06     	|
on_before_accelerator_backend_setup	|  1.8405e-05     	|1              	|  1.8405e-05     	|  5.0477e-06     	|
on_fit_start                       	|  1.7042e-05     	|1              	|  1.7042e-05     	|  4.6739e-06     	|
setup                              	|  1.5298e-05     	|1              	|  1.5298e-05     	|  4.1956e-06     	|
on_configure_sharded_model         	|  1.3866e-05     	|1              	|  1.3866e-05     	|  3.8028e-06     	|
teardown                           	|  1.1852e-05     	|1              	|  1.1852e-05     	|  3.2505e-06     	|
on_pretrain_routine_end            	|  1.025e-05      	|1              	|  1.025e-05      	|  2.8111e-06     	|
prepare_data                       	|  8.355e-06      	|1              	|  8.355e-06      	|  2.2914e-06     	|
configure_callbacks                	|  5.009e-06      	|1              	|  5.009e-06      	|  1.3737e-06     	|
on_val_dataloader                  	|  4.4591e-06     	|1              	|  4.4591e-06     	|  1.2229e-06     	|
configure_sharded_model            	|  4.3281e-06     	|1              	|  4.3281e-06     	|  1.187e-06      	|
on_train_dataloader                	|  4.0981e-06     	|1              	|  4.0981e-06     	|  1.1239e-06     	|
