FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  612.96         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5522         	|167            	|  593.22         	|  96.78          	|
run_training_batch                 	|  0.26966        	|1000           	|  269.66         	|  43.994         	|
optimizer_step_with_closure_0      	|  0.26585        	|1000           	|  265.85         	|  43.372         	|
training_step_and_backward         	|  0.19857        	|1000           	|  198.57         	|  32.395         	|
model_forward                      	|  0.10145        	|1000           	|  101.45         	|  16.551         	|
training_step                      	|  0.10126        	|1000           	|  101.26         	|  16.519         	|
backward                           	|  0.09558        	|1000           	|  95.58          	|  15.593         	|
get_train_batch                    	|  0.058048       	|1167           	|  67.743         	|  11.052         	|
fetch_next_train_batch             	|  0.058021       	|1167           	|  67.71          	|  11.047         	|
on_train_batch_end                 	|  0.0018752      	|1000           	|  1.8752         	|  0.30593        	|
zero_grad                          	|  0.0015096      	|1000           	|  1.5096         	|  0.24628        	|
training_batch_to_device           	|  0.00034441     	|1000           	|  0.34441        	|  0.056189       	|
on_train_batch_start               	|  9.7365e-05     	|1000           	|  0.097365       	|  0.015885       	|
on_train_epoch_start               	|  0.00034589     	|167            	|  0.057763       	|  0.0094237      	|
on_train_epoch_end                 	|  0.00034389     	|167            	|  0.057429       	|  0.0093693      	|
on_train_end                       	|  0.047424       	|1              	|  0.047424       	|  0.0077369      	|
on_batch_start                     	|  2.6493e-05     	|1000           	|  0.026493       	|  0.0043221      	|
on_pretrain_routine_start          	|  0.025959       	|1              	|  0.025959       	|  0.0042351      	|
on_after_backward                  	|  1.9834e-05     	|1000           	|  0.019834       	|  0.0032359      	|
on_before_zero_grad                	|  1.6624e-05     	|1000           	|  0.016624       	|  0.0027121      	|
on_batch_end                       	|  1.4265e-05     	|1000           	|  0.014265       	|  0.0023272      	|
configure_optimizers               	|  0.013915       	|1              	|  0.013915       	|  0.0022702      	|
on_before_optimizer_step           	|  1.1984e-05     	|1000           	|  0.011984       	|  0.0019551      	|
on_before_backward                 	|  1.1331e-05     	|1000           	|  0.011331       	|  0.0018486      	|
training_step_end                  	|  7.0587e-06     	|1000           	|  0.0070587      	|  0.0011516      	|
on_epoch_start                     	|  1.1411e-05     	|167            	|  0.0019056      	|  0.00031089     	|
on_epoch_end                       	|  1.0978e-05     	|167            	|  0.0018334      	|  0.00029911     	|
on_train_start                     	|  0.0016017      	|1              	|  0.0016017      	|  0.00026131     	|
on_fit_start                       	|  4.4914e-05     	|1              	|  4.4914e-05     	|  7.3274e-06     	|
on_before_accelerator_backend_setup	|  2.8923e-05     	|1              	|  2.8923e-05     	|  4.7186e-06     	|
on_fit_end                         	|  2.5364e-05     	|1              	|  2.5364e-05     	|  4.1379e-06     	|
setup                              	|  2.4851e-05     	|1              	|  2.4851e-05     	|  4.0544e-06     	|
on_configure_sharded_model         	|  2.2827e-05     	|1              	|  2.2827e-05     	|  3.724e-06      	|
teardown                           	|  1.5112e-05     	|1              	|  1.5112e-05     	|  2.4654e-06     	|
on_pretrain_routine_end            	|  1.2413e-05     	|1              	|  1.2413e-05     	|  2.0251e-06     	|
configure_callbacks                	|  1.0625e-05     	|1              	|  1.0625e-05     	|  1.7333e-06     	|
prepare_data                       	|  1.0407e-05     	|1              	|  1.0407e-05     	|  1.6978e-06     	|
on_train_dataloader                	|  7.2774e-06     	|1              	|  7.2774e-06     	|  1.1873e-06     	|
configure_sharded_model            	|  6.6236e-06     	|1              	|  6.6236e-06     	|  1.0806e-06     	|
on_val_dataloader                  	|  6.4317e-06     	|1              	|  6.4317e-06     	|  1.0493e-06     	|
