FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  535.7          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.1215         	|63             	|  511.65         	|  95.512         	|
run_training_batch                 	|  0.37404        	|1000           	|  374.04         	|  69.823         	|
optimizer_step_with_closure_0      	|  0.37141        	|1000           	|  371.41         	|  69.332         	|
training_step_and_backward         	|  0.2651         	|1000           	|  265.1          	|  49.487         	|
model_forward                      	|  0.13742        	|1000           	|  137.42         	|  25.653         	|
training_step                      	|  0.13725        	|1000           	|  137.25         	|  25.621         	|
backward                           	|  0.12617        	|1000           	|  126.17         	|  23.552         	|
get_train_batch                    	|  0.02954        	|1063           	|  31.401         	|  5.8616         	|
fetch_next_train_batch             	|  0.029516       	|1063           	|  31.376         	|  5.8571         	|
on_train_batch_end                 	|  0.0018558      	|1000           	|  1.8558         	|  0.34643        	|
zero_grad                          	|  0.0014799      	|1000           	|  1.4799         	|  0.27627        	|
training_batch_to_device           	|  0.0002643      	|1000           	|  0.2643         	|  0.049337       	|
on_train_batch_start               	|  9.28e-05       	|1000           	|  0.0928         	|  0.017323       	|
on_train_end                       	|  0.050488       	|1              	|  0.050488       	|  0.0094247      	|
on_train_epoch_start               	|  0.00036995     	|63             	|  0.023307       	|  0.0043507      	|
on_train_epoch_end                 	|  0.00036486     	|63             	|  0.022986       	|  0.0042909      	|
on_batch_start                     	|  2.2891e-05     	|1000           	|  0.022891       	|  0.0042731      	|
on_pretrain_routine_start          	|  0.021801       	|1              	|  0.021801       	|  0.0040697      	|
on_after_backward                  	|  2.0775e-05     	|1000           	|  0.020775       	|  0.0038781      	|
on_before_zero_grad                	|  1.7065e-05     	|1000           	|  0.017065       	|  0.0031856      	|
on_batch_end                       	|  1.5859e-05     	|1000           	|  0.015859       	|  0.0029604      	|
on_before_optimizer_step           	|  1.3197e-05     	|1000           	|  0.013197       	|  0.0024635      	|
on_before_backward                 	|  1.2261e-05     	|1000           	|  0.012261       	|  0.0022888      	|
configure_optimizers               	|  0.011411       	|1              	|  0.011411       	|  0.0021301      	|
training_step_end                  	|  6.5995e-06     	|1000           	|  0.0065995      	|  0.0012319      	|
on_train_start                     	|  0.0019912      	|1              	|  0.0019912      	|  0.00037171     	|
on_epoch_end                       	|  1.144e-05      	|63             	|  0.00072071     	|  0.00013454     	|
on_epoch_start                     	|  1.1127e-05     	|63             	|  0.00070099     	|  0.00013086     	|
on_fit_end                         	|  7.1112e-05     	|1              	|  7.1112e-05     	|  1.3275e-05     	|
on_fit_start                       	|  4.8805e-05     	|1              	|  4.8805e-05     	|  9.1106e-06     	|
on_before_accelerator_backend_setup	|  2.9877e-05     	|1              	|  2.9877e-05     	|  5.5772e-06     	|
on_configure_sharded_model         	|  2.1668e-05     	|1              	|  2.1668e-05     	|  4.0449e-06     	|
setup                              	|  2.0755e-05     	|1              	|  2.0755e-05     	|  3.8745e-06     	|
teardown                           	|  1.5885e-05     	|1              	|  1.5885e-05     	|  2.9652e-06     	|
on_pretrain_routine_end            	|  1.4639e-05     	|1              	|  1.4639e-05     	|  2.7326e-06     	|
prepare_data                       	|  1.0055e-05     	|1              	|  1.0055e-05     	|  1.8769e-06     	|
on_train_dataloader                	|  7.4599e-06     	|1              	|  7.4599e-06     	|  1.3926e-06     	|
configure_callbacks                	|  7.458e-06      	|1              	|  7.458e-06      	|  1.3922e-06     	|
configure_sharded_model            	|  6.4764e-06     	|1              	|  6.4764e-06     	|  1.209e-06      	|
on_val_dataloader                  	|  6.2138e-06     	|1              	|  6.2138e-06     	|  1.1599e-06     	|
