FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  371.04         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.927         	|25             	|  348.18         	|  93.839         	|
run_training_batch                 	|  0.29574        	|1000           	|  295.74         	|  79.707         	|
optimizer_step_with_closure_0      	|  0.29134        	|1000           	|  291.34         	|  78.519         	|
training_step_and_backward         	|  0.22591        	|1000           	|  225.91         	|  60.885         	|
model_forward                      	|  0.11242        	|1000           	|  112.42         	|  30.3           	|
training_step                      	|  0.1122         	|1000           	|  112.2          	|  30.24          	|
backward                           	|  0.11193        	|1000           	|  111.93         	|  30.166         	|
get_train_batch                    	|  0.011168       	|1025           	|  11.447         	|  3.0851         	|
fetch_next_train_batch             	|  0.01114        	|1025           	|  11.418         	|  3.0773         	|
on_train_batch_end                 	|  0.0030384      	|1000           	|  3.0384         	|  0.81889        	|
zero_grad                          	|  0.001517       	|1000           	|  1.517          	|  0.40885        	|
training_batch_to_device           	|  0.00034034     	|1000           	|  0.34034        	|  0.091725       	|
on_train_batch_start               	|  9.8992e-05     	|1000           	|  0.098992       	|  0.02668        	|
on_train_end                       	|  0.045183       	|1              	|  0.045183       	|  0.012177       	|
on_after_backward                  	|  3.1162e-05     	|1000           	|  0.031162       	|  0.0083985      	|
on_batch_start                     	|  2.5762e-05     	|1000           	|  0.025762       	|  0.0069433      	|
on_pretrain_routine_start          	|  0.023279       	|1              	|  0.023279       	|  0.006274       	|
on_before_zero_grad                	|  1.997e-05      	|1000           	|  0.01997        	|  0.0053822      	|
on_batch_end                       	|  1.8082e-05     	|1000           	|  0.018082       	|  0.0048734      	|
on_before_backward                 	|  1.4592e-05     	|1000           	|  0.014592       	|  0.0039328      	|
on_before_optimizer_step           	|  1.3972e-05     	|1000           	|  0.013972       	|  0.0037657      	|
on_train_epoch_end                 	|  0.00051884     	|25             	|  0.012971       	|  0.0034958      	|
on_train_epoch_start               	|  0.00047019     	|25             	|  0.011755       	|  0.0031681      	|
configure_optimizers               	|  0.0097018      	|1              	|  0.0097018      	|  0.0026148      	|
training_step_end                  	|  8.1253e-06     	|1000           	|  0.0081253      	|  0.0021899      	|
on_train_start                     	|  0.0010332      	|1              	|  0.0010332      	|  0.00027847     	|
on_epoch_end                       	|  1.2736e-05     	|25             	|  0.00031839     	|  8.581e-05      	|
on_epoch_start                     	|  1.1711e-05     	|25             	|  0.00029278     	|  7.8909e-05     	|
on_fit_end                         	|  6.9698e-05     	|1              	|  6.9698e-05     	|  1.8785e-05     	|
on_fit_start                       	|  4.4482e-05     	|1              	|  4.4482e-05     	|  1.1988e-05     	|
setup                              	|  3.3999e-05     	|1              	|  3.3999e-05     	|  9.1631e-06     	|
on_before_accelerator_backend_setup	|  2.7537e-05     	|1              	|  2.7537e-05     	|  7.4217e-06     	|
on_configure_sharded_model         	|  2.6537e-05     	|1              	|  2.6537e-05     	|  7.1521e-06     	|
teardown                           	|  2.0167e-05     	|1              	|  2.0167e-05     	|  5.4352e-06     	|
on_pretrain_routine_end            	|  1.6905e-05     	|1              	|  1.6905e-05     	|  4.5562e-06     	|
configure_sharded_model            	|  1.6684e-05     	|1              	|  1.6684e-05     	|  4.4965e-06     	|
prepare_data                       	|  1.2193e-05     	|1              	|  1.2193e-05     	|  3.2861e-06     	|
on_train_dataloader                	|  8.0355e-06     	|1              	|  8.0355e-06     	|  2.1657e-06     	|
configure_callbacks                	|  7.9516e-06     	|1              	|  7.9516e-06     	|  2.1431e-06     	|
on_val_dataloader                  	|  6.7968e-06     	|1              	|  6.7968e-06     	|  1.8318e-06     	|
