FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  360.29         	|  100 %          	|
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run_training_epoch                 	|  5.3559         	|63             	|  337.42         	|  93.652         	|
run_training_batch                 	|  0.31424        	|1000           	|  314.24         	|  87.218         	|
optimizer_step_with_closure_0      	|  0.3116         	|1000           	|  311.6          	|  86.486         	|
training_step_and_backward         	|  0.23485        	|1000           	|  234.85         	|  65.183         	|
model_forward                      	|  0.14581        	|1000           	|  145.81         	|  40.471         	|
training_step                      	|  0.14568        	|1000           	|  145.68         	|  40.433         	|
backward                           	|  0.08774        	|1000           	|  87.74          	|  24.352         	|
get_train_batch                    	|  0.0073562      	|1063           	|  7.8196         	|  2.1704         	|
fetch_next_train_batch             	|  0.0073367      	|1063           	|  7.7989         	|  2.1646         	|
zero_grad                          	|  0.0012705      	|1000           	|  1.2705         	|  0.35264        	|
on_train_batch_end                 	|  0.0012056      	|1000           	|  1.2056         	|  0.33461        	|
training_batch_to_device           	|  0.00022064     	|1000           	|  0.22064        	|  0.061238       	|
on_train_batch_start               	|  9.0891e-05     	|1000           	|  0.090891       	|  0.025227       	|
on_train_end                       	|  0.024928       	|1              	|  0.024928       	|  0.0069189      	|
on_pretrain_routine_start          	|  0.022448       	|1              	|  0.022448       	|  0.0062306      	|
on_train_epoch_end                 	|  0.00030169     	|63             	|  0.019007       	|  0.0052754      	|
on_train_epoch_start               	|  0.0002926      	|63             	|  0.018434       	|  0.0051163      	|
on_batch_start                     	|  1.6196e-05     	|1000           	|  0.016196       	|  0.0044954      	|
on_before_zero_grad                	|  1.3411e-05     	|1000           	|  0.013411       	|  0.0037223      	|
on_batch_end                       	|  1.3041e-05     	|1000           	|  0.013041       	|  0.0036195      	|
on_after_backward                  	|  1.1183e-05     	|1000           	|  0.011183       	|  0.0031038      	|
on_before_backward                 	|  1.0366e-05     	|1000           	|  0.010366       	|  0.0028772      	|
on_before_optimizer_step           	|  9.934e-06      	|1000           	|  0.009934       	|  0.0027572      	|
configure_optimizers               	|  0.008179       	|1              	|  0.008179       	|  0.0022701      	|
training_step_end                  	|  5.7506e-06     	|1000           	|  0.0057506      	|  0.0015961      	|
on_train_start                     	|  0.00071032     	|1              	|  0.00071032     	|  0.00019715     	|
on_epoch_end                       	|  1.0613e-05     	|63             	|  0.00066861     	|  0.00018558     	|
on_epoch_start                     	|  1.0436e-05     	|63             	|  0.00065749     	|  0.00018249     	|
on_fit_end                         	|  2.0368e-05     	|1              	|  2.0368e-05     	|  5.6532e-06     	|
on_before_accelerator_backend_setup	|  1.8565e-05     	|1              	|  1.8565e-05     	|  5.1528e-06     	|
on_fit_start                       	|  1.641e-05      	|1              	|  1.641e-05      	|  4.5547e-06     	|
on_configure_sharded_model         	|  1.4156e-05     	|1              	|  1.4156e-05     	|  3.9291e-06     	|
setup                              	|  1.3695e-05     	|1              	|  1.3695e-05     	|  3.8011e-06     	|
teardown                           	|  9.939e-06      	|1              	|  9.939e-06      	|  2.7586e-06     	|
on_pretrain_routine_end            	|  9.778e-06      	|1              	|  9.778e-06      	|  2.7139e-06     	|
prepare_data                       	|  8.436e-06      	|1              	|  8.436e-06      	|  2.3415e-06     	|
configure_callbacks                	|  4.639e-06      	|1              	|  4.639e-06      	|  1.2876e-06     	|
on_val_dataloader                  	|  4.3981e-06     	|1              	|  4.3981e-06     	|  1.2207e-06     	|
configure_sharded_model            	|  4.348e-06      	|1              	|  4.348e-06      	|  1.2068e-06     	|
on_train_dataloader                	|  3.997e-06      	|1              	|  3.997e-06      	|  1.1094e-06     	|
