FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  417.96         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.331          	|63             	|  398.85         	|  95.429         	|
run_training_batch                 	|  0.2765         	|1000           	|  276.5          	|  66.156         	|
optimizer_step_with_closure_0      	|  0.27331        	|1000           	|  273.31         	|  65.392         	|
training_step_and_backward         	|  0.20825        	|1000           	|  208.25         	|  49.827         	|
model_forward                      	|  0.10416        	|1000           	|  104.16         	|  24.922         	|
training_step                      	|  0.10397        	|1000           	|  103.97         	|  24.876         	|
backward                           	|  0.10252        	|1000           	|  102.52         	|  24.53          	|
get_train_batch                    	|  0.026187       	|1063           	|  27.836         	|  6.6601         	|
fetch_next_train_batch             	|  0.026163       	|1063           	|  27.811         	|  6.6541         	|
on_train_batch_end                 	|  0.0020829      	|1000           	|  2.0829         	|  0.49834        	|
zero_grad                          	|  0.0015322      	|1000           	|  1.5322         	|  0.36659        	|
training_batch_to_device           	|  0.00024645     	|1000           	|  0.24645        	|  0.058966       	|
on_train_batch_start               	|  9.4051e-05     	|1000           	|  0.094051       	|  0.022503       	|
on_train_end                       	|  0.049776       	|1              	|  0.049776       	|  0.011909       	|
on_after_backward                  	|  2.4477e-05     	|1000           	|  0.024477       	|  0.0058564      	|
on_pretrain_routine_start          	|  0.022595       	|1              	|  0.022595       	|  0.005406       	|
on_train_epoch_end                 	|  0.00033313     	|63             	|  0.020987       	|  0.0050214      	|
on_batch_start                     	|  2.0612e-05     	|1000           	|  0.020612       	|  0.0049317      	|
on_train_epoch_start               	|  0.00031515     	|63             	|  0.019854       	|  0.0047503      	|
configure_optimizers               	|  0.019844       	|1              	|  0.019844       	|  0.004748       	|
on_before_zero_grad                	|  1.8622e-05     	|1000           	|  0.018622       	|  0.0044555      	|
on_batch_end                       	|  1.6005e-05     	|1000           	|  0.016005       	|  0.0038294      	|
on_before_optimizer_step           	|  1.3095e-05     	|1000           	|  0.013095       	|  0.0031332      	|
on_before_backward                 	|  1.2611e-05     	|1000           	|  0.012611       	|  0.0030173      	|
training_step_end                  	|  6.9698e-06     	|1000           	|  0.0069698      	|  0.0016676      	|
on_train_start                     	|  0.0011149      	|1              	|  0.0011149      	|  0.00026675     	|
on_epoch_end                       	|  1.1016e-05     	|63             	|  0.00069399     	|  0.00016604     	|
on_epoch_start                     	|  1.0897e-05     	|63             	|  0.0006865      	|  0.00016425     	|
on_fit_end                         	|  6.3719e-05     	|1              	|  6.3719e-05     	|  1.5245e-05     	|
on_fit_start                       	|  4.5048e-05     	|1              	|  4.5048e-05     	|  1.0778e-05     	|
on_before_accelerator_backend_setup	|  4.4899e-05     	|1              	|  4.4899e-05     	|  1.0743e-05     	|
setup                              	|  3.2643e-05     	|1              	|  3.2643e-05     	|  7.8101e-06     	|
on_configure_sharded_model         	|  3.0112e-05     	|1              	|  3.0112e-05     	|  7.2045e-06     	|
teardown                           	|  1.9863e-05     	|1              	|  1.9863e-05     	|  4.7525e-06     	|
prepare_data                       	|  1.529e-05      	|1              	|  1.529e-05      	|  3.6584e-06     	|
on_pretrain_routine_end            	|  1.5249e-05     	|1              	|  1.5249e-05     	|  3.6486e-06     	|
configure_sharded_model            	|  1.0084e-05     	|1              	|  1.0084e-05     	|  2.4128e-06     	|
on_train_dataloader                	|  8.0913e-06     	|1              	|  8.0913e-06     	|  1.9359e-06     	|
configure_callbacks                	|  7.432e-06      	|1              	|  7.432e-06      	|  1.7782e-06     	|
on_val_dataloader                  	|  7.1954e-06     	|1              	|  7.1954e-06     	|  1.7216e-06     	|
