FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  440.89         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0828         	|200            	|  416.57         	|  94.483         	|
run_training_batch                 	|  0.34695        	|1000           	|  346.95         	|  78.692         	|
optimizer_step_with_closure_0      	|  0.34428        	|1000           	|  344.28         	|  78.086         	|
training_step_and_backward         	|  0.26858        	|1000           	|  268.58         	|  60.917         	|
model_forward                      	|  0.15958        	|1000           	|  159.58         	|  36.194         	|
training_step                      	|  0.15943        	|1000           	|  159.43         	|  36.16          	|
backward                           	|  0.10767        	|1000           	|  107.67         	|  24.421         	|
get_train_batch                    	|  0.016551       	|1200           	|  19.862         	|  4.5049         	|
fetch_next_train_batch             	|  0.016526       	|1200           	|  19.831         	|  4.4979         	|
zero_grad                          	|  0.0013035      	|1000           	|  1.3035         	|  0.29565        	|
on_train_batch_end                 	|  0.0012505      	|1000           	|  1.2505         	|  0.28362        	|
training_batch_to_device           	|  0.00033844     	|1000           	|  0.33844        	|  0.076763       	|
on_train_batch_start               	|  9.8136e-05     	|1000           	|  0.098136       	|  0.022258       	|
on_train_epoch_start               	|  0.00027681     	|200            	|  0.055361       	|  0.012557       	|
on_train_epoch_end                 	|  0.00024922     	|200            	|  0.049844       	|  0.011305       	|
on_train_end                       	|  0.024036       	|1              	|  0.024036       	|  0.0054517      	|
on_batch_start                     	|  2.3023e-05     	|1000           	|  0.023023       	|  0.0052219      	|
on_pretrain_routine_start          	|  0.02298        	|1              	|  0.02298        	|  0.0052121      	|
on_before_zero_grad                	|  1.6352e-05     	|1000           	|  0.016352       	|  0.0037088      	|
on_batch_end                       	|  1.3607e-05     	|1000           	|  0.013607       	|  0.0030862      	|
on_before_backward                 	|  1.1832e-05     	|1000           	|  0.011832       	|  0.0026837      	|
on_after_backward                  	|  1.1287e-05     	|1000           	|  0.011287       	|  0.00256        	|
on_before_optimizer_step           	|  1.0869e-05     	|1000           	|  0.010869       	|  0.0024653      	|
configure_optimizers               	|  0.0077662      	|1              	|  0.0077662      	|  0.0017615      	|
training_step_end                  	|  6.5566e-06     	|1000           	|  0.0065566      	|  0.0014871      	|
on_epoch_start                     	|  1.0889e-05     	|200            	|  0.0021778      	|  0.00049395     	|
on_epoch_end                       	|  1.0717e-05     	|200            	|  0.0021434      	|  0.00048615     	|
on_train_start                     	|  0.00077597     	|1              	|  0.00077597     	|  0.000176       	|
on_before_accelerator_backend_setup	|  2.2612e-05     	|1              	|  2.2612e-05     	|  5.1287e-06     	|
on_fit_end                         	|  2.12e-05       	|1              	|  2.12e-05       	|  4.8084e-06     	|
setup                              	|  1.7072e-05     	|1              	|  1.7072e-05     	|  3.8722e-06     	|
on_fit_start                       	|  1.5118e-05     	|1              	|  1.5118e-05     	|  3.429e-06      	|
on_pretrain_routine_end            	|  1.4297e-05     	|1              	|  1.4297e-05     	|  3.2427e-06     	|
on_configure_sharded_model         	|  1.3746e-05     	|1              	|  1.3746e-05     	|  3.1178e-06     	|
teardown                           	|  1.051e-05      	|1              	|  1.051e-05      	|  2.3838e-06     	|
configure_callbacks                	|  8.306e-06      	|1              	|  8.306e-06      	|  1.8839e-06     	|
prepare_data                       	|  8.0949e-06     	|1              	|  8.0949e-06     	|  1.836e-06      	|
on_val_dataloader                  	|  4.409e-06      	|1              	|  4.409e-06      	|  1e-06          	|
configure_sharded_model            	|  4.3779e-06     	|1              	|  4.3779e-06     	|  9.9296e-07     	|
on_train_dataloader                	|  4.107e-06      	|1              	|  4.107e-06      	|  9.3152e-07     	|
