FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  541.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  8.2733         	|63             	|  521.22         	|  96.191         	|
run_training_batch                 	|  0.38373        	|1000           	|  383.73         	|  70.818         	|
optimizer_step_with_closure_0      	|  0.37987        	|1000           	|  379.87         	|  70.105         	|
training_step_and_backward         	|  0.27355        	|1000           	|  273.55         	|  50.484         	|
model_forward                      	|  0.13775        	|1000           	|  137.75         	|  25.423         	|
training_step                      	|  0.13756        	|1000           	|  137.56         	|  25.386         	|
backward                           	|  0.13422        	|1000           	|  134.22         	|  24.771         	|
get_train_batch                    	|  0.029177       	|1063           	|  31.015         	|  5.7238         	|
fetch_next_train_batch             	|  0.029153       	|1063           	|  30.99          	|  5.7192         	|
on_train_batch_end                 	|  0.0020296      	|1000           	|  2.0296         	|  0.37456        	|
zero_grad                          	|  0.001541       	|1000           	|  1.541          	|  0.28439        	|
training_batch_to_device           	|  0.00031331     	|1000           	|  0.31331        	|  0.057822       	|
on_train_batch_start               	|  9.752e-05      	|1000           	|  0.09752        	|  0.017997       	|
on_train_end                       	|  0.044497       	|1              	|  0.044497       	|  0.0082118      	|
on_pretrain_routine_start          	|  0.025259       	|1              	|  0.025259       	|  0.0046616      	|
on_train_epoch_end                 	|  0.00036777     	|63             	|  0.023169       	|  0.0042759      	|
on_train_epoch_start               	|  0.00036105     	|63             	|  0.022746       	|  0.0041978      	|
on_batch_start                     	|  2.1694e-05     	|1000           	|  0.021694       	|  0.0040036      	|
on_after_backward                  	|  2.0455e-05     	|1000           	|  0.020455       	|  0.0037749      	|
on_before_zero_grad                	|  1.5706e-05     	|1000           	|  0.015706       	|  0.0028985      	|
on_batch_end                       	|  1.5215e-05     	|1000           	|  0.015215       	|  0.0028079      	|
on_before_optimizer_step           	|  1.291e-05      	|1000           	|  0.01291        	|  0.0023826      	|
on_before_backward                 	|  1.2837e-05     	|1000           	|  0.012837       	|  0.0023691      	|
configure_optimizers               	|  0.0088811      	|1              	|  0.0088811      	|  0.001639       	|
training_step_end                  	|  7.102e-06      	|1000           	|  0.007102       	|  0.0013107      	|
on_train_start                     	|  0.0014699      	|1              	|  0.0014699      	|  0.00027127     	|
on_epoch_end                       	|  1.2136e-05     	|63             	|  0.00076457     	|  0.0001411      	|
on_epoch_start                     	|  1.0969e-05     	|63             	|  0.00069108     	|  0.00012754     	|
on_fit_end                         	|  3.2779e-05     	|1              	|  3.2779e-05     	|  6.0493e-06     	|
on_before_accelerator_backend_setup	|  3.2632e-05     	|1              	|  3.2632e-05     	|  6.0222e-06     	|
on_configure_sharded_model         	|  2.2471e-05     	|1              	|  2.2471e-05     	|  4.147e-06      	|
setup                              	|  2.1204e-05     	|1              	|  2.1204e-05     	|  3.9133e-06     	|
on_fit_start                       	|  1.8723e-05     	|1              	|  1.8723e-05     	|  3.4554e-06     	|
teardown                           	|  1.7077e-05     	|1              	|  1.7077e-05     	|  3.1515e-06     	|
on_pretrain_routine_end            	|  1.2387e-05     	|1              	|  1.2387e-05     	|  2.2859e-06     	|
configure_callbacks                	|  8.7582e-06     	|1              	|  8.7582e-06     	|  1.6163e-06     	|
prepare_data                       	|  8.2478e-06     	|1              	|  8.2478e-06     	|  1.5221e-06     	|
configure_sharded_model            	|  6.6198e-06     	|1              	|  6.6198e-06     	|  1.2217e-06     	|
on_train_dataloader                	|  6.4205e-06     	|1              	|  6.4205e-06     	|  1.1849e-06     	|
on_val_dataloader                  	|  5.7835e-06     	|1              	|  5.7835e-06     	|  1.0673e-06     	|
