FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  386.55         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.843          	|63             	|  368.11         	|  95.229         	|
run_training_batch                 	|  0.23445        	|1000           	|  234.45         	|  60.652         	|
optimizer_step_with_closure_0      	|  0.23258        	|1000           	|  232.58         	|  60.169         	|
training_step_and_backward         	|  0.17345        	|1000           	|  173.45         	|  44.872         	|
model_forward                      	|  0.086334       	|1000           	|  86.334         	|  22.335         	|
training_step                      	|  0.086177       	|1000           	|  86.177         	|  22.294         	|
backward                           	|  0.085823       	|1000           	|  85.823         	|  22.202         	|
get_train_batch                    	|  0.027323       	|1063           	|  29.045         	|  7.5138         	|
fetch_next_train_batch             	|  0.027302       	|1063           	|  29.022         	|  7.508          	|
on_train_batch_end                 	|  0.0014539      	|1000           	|  1.4539         	|  0.37612        	|
zero_grad                          	|  0.0012687      	|1000           	|  1.2687         	|  0.32821        	|
on_train_end                       	|  0.28936        	|1              	|  0.28936        	|  0.074857       	|
training_batch_to_device           	|  0.00027755     	|1000           	|  0.27755        	|  0.071802       	|
on_train_batch_start               	|  8.984e-05      	|1000           	|  0.08984        	|  0.023241       	|
on_batch_start                     	|  5.5545e-05     	|1000           	|  0.055545       	|  0.014369       	|
on_pretrain_routine_start          	|  0.0218         	|1              	|  0.0218         	|  0.0056395      	|
on_train_epoch_end                 	|  0.00034009     	|63             	|  0.021426       	|  0.0055428      	|
on_train_epoch_start               	|  0.00031676     	|63             	|  0.019956       	|  0.0051626      	|
on_after_backward                  	|  1.6578e-05     	|1000           	|  0.016578       	|  0.0042887      	|
on_batch_end                       	|  1.5148e-05     	|1000           	|  0.015148       	|  0.0039188      	|
on_before_zero_grad                	|  1.3875e-05     	|1000           	|  0.013875       	|  0.0035895      	|
configure_optimizers               	|  0.012632       	|1              	|  0.012632       	|  0.003268       	|
on_before_backward                 	|  1.1297e-05     	|1000           	|  0.011297       	|  0.0029225      	|
on_before_optimizer_step           	|  1.1073e-05     	|1000           	|  0.011073       	|  0.0028646      	|
training_step_end                  	|  6.0932e-06     	|1000           	|  0.0060932      	|  0.0015763      	|
on_train_start                     	|  0.001319       	|1              	|  0.001319       	|  0.00034122     	|
on_epoch_end                       	|  1.0869e-05     	|63             	|  0.00068472     	|  0.00017714     	|
on_epoch_start                     	|  1.084e-05      	|63             	|  0.00068291     	|  0.00017667     	|
on_fit_start                       	|  4.2995e-05     	|1              	|  4.2995e-05     	|  1.1123e-05     	|
on_fit_end                         	|  3.3751e-05     	|1              	|  3.3751e-05     	|  8.7314e-06     	|
on_before_accelerator_backend_setup	|  2.344e-05      	|1              	|  2.344e-05      	|  6.0638e-06     	|
on_configure_sharded_model         	|  2.0472e-05     	|1              	|  2.0472e-05     	|  5.2962e-06     	|
setup                              	|  2.004e-05      	|1              	|  2.004e-05      	|  5.1844e-06     	|
teardown                           	|  1.5758e-05     	|1              	|  1.5758e-05     	|  4.0766e-06     	|
on_pretrain_routine_end            	|  1.2444e-05     	|1              	|  1.2444e-05     	|  3.2193e-06     	|
prepare_data                       	|  9.7547e-06     	|1              	|  9.7547e-06     	|  2.5235e-06     	|
on_val_dataloader                  	|  7.3649e-06     	|1              	|  7.3649e-06     	|  1.9053e-06     	|
configure_callbacks                	|  6.6981e-06     	|1              	|  6.6981e-06     	|  1.7328e-06     	|
on_train_dataloader                	|  6.5397e-06     	|1              	|  6.5397e-06     	|  1.6918e-06     	|
configure_sharded_model            	|  6.4187e-06     	|1              	|  6.4187e-06     	|  1.6605e-06     	|
