FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1740.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4333         	|500            	|  1716.6         	|  98.644         	|
run_training_batch                 	|  0.20362        	|8000           	|  1628.9         	|  93.604         	|
training_step_and_backward         	|  0.1922         	|8000           	|  1537.6         	|  88.358         	|
model_forward                      	|  0.10729        	|8000           	|  858.31         	|  49.321         	|
training_step                      	|  0.10715        	|8000           	|  857.22         	|  49.259         	|
backward                           	|  0.084724       	|8000           	|  677.8          	|  38.948         	|
optimizer_step_with_closure_0      	|  0.25102        	|1000           	|  251.02         	|  14.424         	|
get_train_batch                    	|  0.0068019      	|8500           	|  57.816         	|  3.3223         	|
fetch_next_train_batch             	|  0.0067823      	|8500           	|  57.65          	|  3.3127         	|
on_train_batch_end                 	|  0.0011138      	|8000           	|  8.9105         	|  0.51203        	|
training_batch_to_device           	|  0.00023652     	|8000           	|  1.8921         	|  0.10873        	|
zero_grad                          	|  0.0013769      	|1000           	|  1.3769         	|  0.07912        	|
on_train_batch_start               	|  9.2291e-05     	|8000           	|  0.73833        	|  0.042427       	|
on_train_epoch_start               	|  0.00028833     	|500            	|  0.14416        	|  0.0082841      	|
on_batch_start                     	|  1.7584e-05     	|8000           	|  0.14067        	|  0.0080834      	|
on_train_epoch_end                 	|  0.00026237     	|500            	|  0.13118        	|  0.0075382      	|
on_batch_end                       	|  1.3298e-05     	|8000           	|  0.10638        	|  0.0061131      	|
on_before_backward                 	|  1.2957e-05     	|8000           	|  0.10366        	|  0.0059565      	|
on_after_backward                  	|  1.141e-05      	|8000           	|  0.091283       	|  0.0052454      	|
training_step_end                  	|  6.0505e-06     	|8000           	|  0.048404       	|  0.0027814      	|
on_train_end                       	|  0.025112       	|1              	|  0.025112       	|  0.001443       	|
on_pretrain_routine_start          	|  0.023127       	|1              	|  0.023127       	|  0.0013289      	|
on_before_zero_grad                	|  2.1314e-05     	|1000           	|  0.021314       	|  0.0012247      	|
on_before_optimizer_step           	|  1.8277e-05     	|1000           	|  0.018277       	|  0.0010502      	|
configure_optimizers               	|  0.0085725      	|1              	|  0.0085725      	|  0.0004926      	|
on_epoch_end                       	|  1.0856e-05     	|500            	|  0.0054281      	|  0.00031192     	|
on_epoch_start                     	|  1.065e-05      	|500            	|  0.0053251      	|  0.000306       	|
on_train_start                     	|  0.00073441     	|1              	|  0.00073441     	|  4.2201e-05     	|
setup                              	|  2.4155e-05     	|1              	|  2.4155e-05     	|  1.388e-06      	|
on_before_accelerator_backend_setup	|  2.2041e-05     	|1              	|  2.2041e-05     	|  1.2665e-06     	|
on_fit_end                         	|  2.2041e-05     	|1              	|  2.2041e-05     	|  1.2665e-06     	|
on_fit_start                       	|  1.7823e-05     	|1              	|  1.7823e-05     	|  1.0242e-06     	|
on_configure_sharded_model         	|  1.7523e-05     	|1              	|  1.7523e-05     	|  1.0069e-06     	|
on_pretrain_routine_end            	|  1.0039e-05     	|1              	|  1.0039e-05     	|  5.7687e-07     	|
teardown                           	|  9.9679e-06     	|1              	|  9.9679e-06     	|  5.7279e-07     	|
prepare_data                       	|  8.496e-06      	|1              	|  8.496e-06      	|  4.8821e-07     	|
configure_callbacks                	|  5.7409e-06     	|1              	|  5.7409e-06     	|  3.2989e-07     	|
configure_sharded_model            	|  4.689e-06      	|1              	|  4.689e-06      	|  2.6944e-07     	|
on_val_dataloader                  	|  4.268e-06      	|1              	|  4.268e-06      	|  2.4525e-07     	|
on_train_dataloader                	|  4.217e-06      	|1              	|  4.217e-06      	|  2.4232e-07     	|
