FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  464.03         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.2002         	|200            	|  440.03         	|  94.828         	|
run_training_batch                 	|  0.36701        	|1000           	|  367.01         	|  79.09          	|
optimizer_step_with_closure_0      	|  0.36432        	|1000           	|  364.32         	|  78.512         	|
training_step_and_backward         	|  0.28407        	|1000           	|  284.07         	|  61.216         	|
model_forward                      	|  0.1672         	|1000           	|  167.2          	|  36.031         	|
training_step                      	|  0.16704        	|1000           	|  167.04         	|  35.998         	|
backward                           	|  0.11553        	|1000           	|  115.53         	|  24.897         	|
get_train_batch                    	|  0.016541       	|1200           	|  19.849         	|  4.2776         	|
fetch_next_train_batch             	|  0.016515       	|1200           	|  19.818         	|  4.2709         	|
zero_grad                          	|  0.0013135      	|1000           	|  1.3135         	|  0.28307        	|
on_train_batch_end                 	|  0.001257       	|1000           	|  1.257          	|  0.27088        	|
training_batch_to_device           	|  0.00034709     	|1000           	|  0.34709        	|  0.074798       	|
on_train_batch_start               	|  9.7043e-05     	|1000           	|  0.097043       	|  0.020913       	|
on_train_epoch_start               	|  0.00028331     	|200            	|  0.056663       	|  0.012211       	|
on_train_epoch_end                 	|  0.00025105     	|200            	|  0.050211       	|  0.01082        	|
on_train_end                       	|  0.023964       	|1              	|  0.023964       	|  0.0051643      	|
on_batch_start                     	|  2.3638e-05     	|1000           	|  0.023638       	|  0.0050939      	|
on_pretrain_routine_start          	|  0.022113       	|1              	|  0.022113       	|  0.0047653      	|
on_before_zero_grad                	|  1.6687e-05     	|1000           	|  0.016687       	|  0.003596       	|
on_batch_end                       	|  1.3648e-05     	|1000           	|  0.013648       	|  0.0029411      	|
on_before_backward                 	|  1.2244e-05     	|1000           	|  0.012244       	|  0.0026385      	|
on_after_backward                  	|  1.1654e-05     	|1000           	|  0.011654       	|  0.0025115      	|
on_before_optimizer_step           	|  1.1649e-05     	|1000           	|  0.011649       	|  0.0025104      	|
configure_optimizers               	|  0.0081601      	|1              	|  0.0081601      	|  0.0017585      	|
training_step_end                  	|  7.2501e-06     	|1000           	|  0.0072501      	|  0.0015624      	|
on_epoch_start                     	|  1.071e-05      	|200            	|  0.0021419      	|  0.00046158     	|
on_epoch_end                       	|  1.0419e-05     	|200            	|  0.0020839      	|  0.00044907     	|
on_train_start                     	|  0.00046625     	|1              	|  0.00046625     	|  0.00010048     	|
on_fit_end                         	|  2.141e-05      	|1              	|  2.141e-05      	|  4.6139e-06     	|
on_before_accelerator_backend_setup	|  2.0718e-05     	|1              	|  2.0718e-05     	|  4.4648e-06     	|
on_fit_start                       	|  1.6431e-05     	|1              	|  1.6431e-05     	|  3.5409e-06     	|
on_configure_sharded_model         	|  1.3835e-05     	|1              	|  1.3835e-05     	|  2.9815e-06     	|
setup                              	|  1.3095e-05     	|1              	|  1.3095e-05     	|  2.822e-06      	|
teardown                           	|  1.083e-05      	|1              	|  1.083e-05      	|  2.3339e-06     	|
on_pretrain_routine_end            	|  1.0009e-05     	|1              	|  1.0009e-05     	|  2.157e-06      	|
prepare_data                       	|  7.494e-06      	|1              	|  7.494e-06      	|  1.615e-06      	|
configure_callbacks                	|  6.552e-06      	|1              	|  6.552e-06      	|  1.412e-06      	|
configure_sharded_model            	|  4.899e-06      	|1              	|  4.899e-06      	|  1.0557e-06     	|
on_val_dataloader                  	|  4.5189e-06     	|1              	|  4.5189e-06     	|  9.7383e-07     	|
on_train_dataloader                	|  4.389e-06      	|1              	|  4.389e-06      	|  9.4583e-07     	|
