FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  729.98         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5243         	|200            	|  704.87         	|  96.56          	|
run_training_batch                 	|  0.30672        	|1000           	|  306.72         	|  42.018         	|
optimizer_step_with_closure_0      	|  0.30264        	|1000           	|  302.64         	|  41.459         	|
training_step_and_backward         	|  0.23255        	|1000           	|  232.55         	|  31.856         	|
model_forward                      	|  0.11902        	|1000           	|  119.02         	|  16.305         	|
training_step                      	|  0.1188         	|1000           	|  118.8          	|  16.274         	|
backward                           	|  0.11176        	|1000           	|  111.76         	|  15.309         	|
get_train_batch                    	|  0.057648       	|1200           	|  69.178         	|  9.4766         	|
fetch_next_train_batch             	|  0.057612       	|1200           	|  69.134         	|  9.4707         	|
on_train_batch_end                 	|  0.0025568      	|1000           	|  2.5568         	|  0.35026        	|
zero_grad                          	|  0.0017283      	|1000           	|  1.7283         	|  0.23676        	|
on_train_end                       	|  0.95299        	|1              	|  0.95299        	|  0.13055        	|
training_batch_to_device           	|  0.00043995     	|1000           	|  0.43995        	|  0.060269       	|
configure_optimizers               	|  0.18252        	|1              	|  0.18252        	|  0.025003       	|
on_train_batch_start               	|  0.0001072      	|1000           	|  0.1072         	|  0.014685       	|
on_train_epoch_start               	|  0.00036229     	|200            	|  0.072457       	|  0.0099259      	|
on_train_epoch_end                 	|  0.00035178     	|200            	|  0.070357       	|  0.0096381      	|
on_batch_start                     	|  3.3702e-05     	|1000           	|  0.033702       	|  0.0046168      	|
on_after_backward                  	|  3.1975e-05     	|1000           	|  0.031975       	|  0.0043802      	|
on_pretrain_routine_start          	|  0.023514       	|1              	|  0.023514       	|  0.0032211      	|
on_before_zero_grad                	|  2.1899e-05     	|1000           	|  0.021899       	|  0.0029999      	|
on_batch_end                       	|  1.7514e-05     	|1000           	|  0.017514       	|  0.0023992      	|
on_before_optimizer_step           	|  1.5655e-05     	|1000           	|  0.015655       	|  0.0021446      	|
on_before_backward                 	|  1.3946e-05     	|1000           	|  0.013946       	|  0.0019105      	|
training_step_end                  	|  9.4891e-06     	|1000           	|  0.0094891      	|  0.0012999      	|
on_epoch_end                       	|  1.2495e-05     	|200            	|  0.0024989      	|  0.00034233     	|
on_epoch_start                     	|  1.1966e-05     	|200            	|  0.0023931      	|  0.00032783     	|
on_train_start                     	|  0.0012347      	|1              	|  0.0012347      	|  0.00016914     	|
on_fit_end                         	|  5.9724e-05     	|1              	|  5.9724e-05     	|  8.1815e-06     	|
on_fit_start                       	|  4.2669e-05     	|1              	|  4.2669e-05     	|  5.8453e-06     	|
on_configure_sharded_model         	|  2.4844e-05     	|1              	|  2.4844e-05     	|  3.4034e-06     	|
setup                              	|  2.4537e-05     	|1              	|  2.4537e-05     	|  3.3613e-06     	|
on_before_accelerator_backend_setup	|  2.2836e-05     	|1              	|  2.2836e-05     	|  3.1283e-06     	|
on_pretrain_routine_end            	|  1.6181e-05     	|1              	|  1.6181e-05     	|  2.2166e-06     	|
teardown                           	|  1.5877e-05     	|1              	|  1.5877e-05     	|  2.175e-06      	|
prepare_data                       	|  1.0977e-05     	|1              	|  1.0977e-05     	|  1.5037e-06     	|
configure_sharded_model            	|  1.0796e-05     	|1              	|  1.0796e-05     	|  1.4789e-06     	|
configure_callbacks                	|  9.2555e-06     	|1              	|  9.2555e-06     	|  1.2679e-06     	|
on_train_dataloader                	|  8.3447e-06     	|1              	|  8.3447e-06     	|  1.1431e-06     	|
on_val_dataloader                  	|  7.7877e-06     	|1              	|  7.7877e-06     	|  1.0668e-06     	|
