FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  354.52         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2658         	|63             	|  331.74         	|  93.575         	|
run_training_batch                 	|  0.30847        	|1000           	|  308.47         	|  87.011         	|
optimizer_step_with_closure_0      	|  0.30581        	|1000           	|  305.81         	|  86.26          	|
training_step_and_backward         	|  0.22975        	|1000           	|  229.75         	|  64.805         	|
model_forward                      	|  0.14171        	|1000           	|  141.71         	|  39.971         	|
training_step                      	|  0.14157        	|1000           	|  141.57         	|  39.933         	|
backward                           	|  0.086688       	|1000           	|  86.688         	|  24.452         	|
get_train_batch                    	|  0.0072934      	|1063           	|  7.7529         	|  2.1869         	|
fetch_next_train_batch             	|  0.0072734      	|1063           	|  7.7317         	|  2.1809         	|
zero_grad                          	|  0.0013282      	|1000           	|  1.3282         	|  0.37464        	|
on_train_batch_end                 	|  0.0011912      	|1000           	|  1.1912         	|  0.33599        	|
training_batch_to_device           	|  0.00022429     	|1000           	|  0.22429        	|  0.063266       	|
on_train_batch_start               	|  9.0198e-05     	|1000           	|  0.090198       	|  0.025442       	|
on_train_end                       	|  0.025427       	|1              	|  0.025427       	|  0.0071721      	|
on_pretrain_routine_start          	|  0.022791       	|1              	|  0.022791       	|  0.0064288      	|
on_train_epoch_end                 	|  0.00029408     	|63             	|  0.018527       	|  0.0052259      	|
on_train_epoch_start               	|  0.00028686     	|63             	|  0.018072       	|  0.0050976      	|
on_batch_start                     	|  1.5982e-05     	|1000           	|  0.015982       	|  0.0045079      	|
on_before_zero_grad                	|  1.3397e-05     	|1000           	|  0.013397       	|  0.0037788      	|
on_batch_end                       	|  1.3196e-05     	|1000           	|  0.013196       	|  0.0037221      	|
on_after_backward                  	|  1.1286e-05     	|1000           	|  0.011286       	|  0.0031834      	|
on_before_backward                 	|  1.0666e-05     	|1000           	|  0.010666       	|  0.0030087      	|
on_before_optimizer_step           	|  1.0171e-05     	|1000           	|  0.010171       	|  0.0028689      	|
configure_optimizers               	|  0.0084439      	|1              	|  0.0084439      	|  0.0023818      	|
training_step_end                  	|  6.2143e-06     	|1000           	|  0.0062143      	|  0.0017529      	|
on_train_start                     	|  0.00073893     	|1              	|  0.00073893     	|  0.00020843     	|
on_epoch_start                     	|  1.0544e-05     	|63             	|  0.00066425     	|  0.00018737     	|
on_epoch_end                       	|  1.0383e-05     	|63             	|  0.00065414     	|  0.00018451     	|
on_fit_end                         	|  2.0369e-05     	|1              	|  2.0369e-05     	|  5.7455e-06     	|
on_before_accelerator_backend_setup	|  1.8685e-05     	|1              	|  1.8685e-05     	|  5.2705e-06     	|
on_fit_start                       	|  1.629e-05      	|1              	|  1.629e-05      	|  4.5949e-06     	|
setup                              	|  1.5609e-05     	|1              	|  1.5609e-05     	|  4.4028e-06     	|
on_configure_sharded_model         	|  1.4046e-05     	|1              	|  1.4046e-05     	|  3.962e-06      	|
teardown                           	|  1.0941e-05     	|1              	|  1.0941e-05     	|  3.0861e-06     	|
on_pretrain_routine_end            	|  1.0239e-05     	|1              	|  1.0239e-05     	|  2.8881e-06     	|
prepare_data                       	|  7.474e-06      	|1              	|  7.474e-06      	|  2.1082e-06     	|
configure_callbacks                	|  5.66e-06       	|1              	|  5.66e-06       	|  1.5965e-06     	|
on_val_dataloader                  	|  5.3199e-06     	|1              	|  5.3199e-06     	|  1.5006e-06     	|
configure_sharded_model            	|  4.148e-06      	|1              	|  4.148e-06      	|  1.17e-06       	|
on_train_dataloader                	|  4.017e-06      	|1              	|  4.017e-06      	|  1.1331e-06     	|
