FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1306.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.575          	|500            	|  1287.5         	|  98.587         	|
run_training_batch                 	|  0.28578        	|1000           	|  285.78         	|  21.883         	|
optimizer_step_with_closure_0      	|  0.28206        	|1000           	|  282.06         	|  21.597         	|
training_step_and_backward         	|  0.21397        	|1000           	|  213.97         	|  16.384         	|
get_train_batch                    	|  0.13451        	|1500           	|  201.77         	|  15.45          	|
fetch_next_train_batch             	|  0.13446        	|1500           	|  201.7          	|  15.444         	|
model_forward                      	|  0.11335        	|1000           	|  113.35         	|  8.6794         	|
training_step                      	|  0.11311        	|1000           	|  113.11         	|  8.6608         	|
backward                           	|  0.098977       	|1000           	|  98.977         	|  7.5788         	|
on_train_batch_end                 	|  0.0023756      	|1000           	|  2.3756         	|  0.1819         	|
zero_grad                          	|  0.0015984      	|1000           	|  1.5984         	|  0.12239        	|
training_batch_to_device           	|  0.00077983     	|1000           	|  0.77983        	|  0.059713       	|
on_train_epoch_end                 	|  0.00036534     	|500            	|  0.18267        	|  0.013987       	|
on_train_epoch_start               	|  0.00034436     	|500            	|  0.17218        	|  0.013184       	|
on_train_batch_start               	|  0.00011543     	|1000           	|  0.11543        	|  0.0088384      	|
on_batch_start                     	|  5.352e-05      	|1000           	|  0.05352        	|  0.0040981      	|
on_train_end                       	|  0.048469       	|1              	|  0.048469       	|  0.0037113      	|
on_after_backward                  	|  2.7258e-05     	|1000           	|  0.027258       	|  0.0020872      	|
on_pretrain_routine_start          	|  0.026979       	|1              	|  0.026979       	|  0.0020658      	|
on_before_zero_grad                	|  2.4886e-05     	|1000           	|  0.024886       	|  0.0019056      	|
configure_optimizers               	|  0.02167        	|1              	|  0.02167        	|  0.0016593      	|
on_before_optimizer_step           	|  1.7873e-05     	|1000           	|  0.017873       	|  0.0013685      	|
on_batch_end                       	|  1.7287e-05     	|1000           	|  0.017287       	|  0.0013236      	|
on_before_backward                 	|  1.5569e-05     	|1000           	|  0.015569       	|  0.0011921      	|
training_step_end                  	|  1.0357e-05     	|1000           	|  0.010357       	|  0.00079305     	|
on_epoch_end                       	|  1.1814e-05     	|500            	|  0.0059072      	|  0.00045232     	|
on_epoch_start                     	|  1.1729e-05     	|500            	|  0.0058646      	|  0.00044906     	|
on_train_start                     	|  0.001108       	|1              	|  0.001108       	|  8.4843e-05     	|
on_fit_end                         	|  6.1e-05        	|1              	|  6.1e-05        	|  4.6708e-06     	|
on_fit_start                       	|  5.153e-05      	|1              	|  5.153e-05      	|  3.9457e-06     	|
setup                              	|  3.3164e-05     	|1              	|  3.3164e-05     	|  2.5394e-06     	|
on_before_accelerator_backend_setup	|  2.8299e-05     	|1              	|  2.8299e-05     	|  2.1669e-06     	|
on_configure_sharded_model         	|  2.4091e-05     	|1              	|  2.4091e-05     	|  1.8447e-06     	|
teardown                           	|  1.5507e-05     	|1              	|  1.5507e-05     	|  1.1874e-06     	|
on_pretrain_routine_end            	|  1.4832e-05     	|1              	|  1.4832e-05     	|  1.1357e-06     	|
prepare_data                       	|  1.1476e-05     	|1              	|  1.1476e-05     	|  8.7871e-07     	|
configure_sharded_model            	|  9.0357e-06     	|1              	|  9.0357e-06     	|  6.9187e-07     	|
on_val_dataloader                  	|  7.5586e-06     	|1              	|  7.5586e-06     	|  5.7877e-07     	|
on_train_dataloader                	|  7.3556e-06     	|1              	|  7.3556e-06     	|  5.6323e-07     	|
configure_callbacks                	|  6.916e-06      	|1              	|  6.916e-06      	|  5.2957e-07     	|
