FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  347.27         	|  100 %          	|
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run_training_epoch                 	|  15.334         	|21             	|  322.01         	|  92.726         	|
run_training_batch                 	|  0.27507        	|1000           	|  275.07         	|  79.208         	|
optimizer_step_with_closure_0      	|  0.27185        	|1000           	|  271.85         	|  78.283         	|
training_step_and_backward         	|  0.20949        	|1000           	|  209.49         	|  60.323         	|
backward                           	|  0.10468        	|1000           	|  104.68         	|  30.144         	|
model_forward                      	|  0.10335        	|1000           	|  103.35         	|  29.759         	|
training_step                      	|  0.10316        	|1000           	|  103.16         	|  29.705         	|
get_train_batch                    	|  0.0097465      	|1021           	|  9.9512         	|  2.8655         	|
fetch_next_train_batch             	|  0.0097214      	|1021           	|  9.9255         	|  2.8582         	|
on_train_batch_end                 	|  0.0024037      	|1000           	|  2.4037         	|  0.69218        	|
zero_grad                          	|  0.0014255      	|1000           	|  1.4255         	|  0.41048        	|
training_batch_to_device           	|  0.00026896     	|1000           	|  0.26896        	|  0.07745        	|
on_train_batch_start               	|  9.7719e-05     	|1000           	|  0.097719       	|  0.028139       	|
on_train_end                       	|  0.059374       	|1              	|  0.059374       	|  0.017097       	|
on_after_backward                  	|  2.6105e-05     	|1000           	|  0.026105       	|  0.0075171      	|
on_pretrain_routine_start          	|  0.025213       	|1              	|  0.025213       	|  0.0072604      	|
on_batch_start                     	|  2.1573e-05     	|1000           	|  0.021573       	|  0.0062121      	|
on_before_zero_grad                	|  1.6551e-05     	|1000           	|  0.016551       	|  0.004766       	|
on_batch_end                       	|  1.5993e-05     	|1000           	|  0.015993       	|  0.0046054      	|
on_before_backward                 	|  1.4015e-05     	|1000           	|  0.014015       	|  0.0040357      	|
on_before_optimizer_step           	|  1.2995e-05     	|1000           	|  0.012995       	|  0.0037421      	|
configure_optimizers               	|  0.012772       	|1              	|  0.012772       	|  0.0036779      	|
on_train_epoch_end                 	|  0.00044498     	|21             	|  0.0093446      	|  0.0026909      	|
on_train_epoch_start               	|  0.00037453     	|21             	|  0.0078652      	|  0.0022649      	|
training_step_end                  	|  6.5709e-06     	|1000           	|  0.0065709      	|  0.0018922      	|
on_train_start                     	|  0.0011118      	|1              	|  0.0011118      	|  0.00032014     	|
on_epoch_end                       	|  1.2125e-05     	|21             	|  0.00025463     	|  7.3324e-05     	|
on_epoch_start                     	|  1.1017e-05     	|21             	|  0.00023136     	|  6.6622e-05     	|
on_fit_start                       	|  4.4299e-05     	|1              	|  4.4299e-05     	|  1.2756e-05     	|
setup                              	|  2.818e-05      	|1              	|  2.818e-05      	|  8.1147e-06     	|
on_fit_end                         	|  2.7807e-05     	|1              	|  2.7807e-05     	|  8.0074e-06     	|
on_before_accelerator_backend_setup	|  2.6792e-05     	|1              	|  2.6792e-05     	|  7.7151e-06     	|
on_configure_sharded_model         	|  2.4829e-05     	|1              	|  2.4829e-05     	|  7.1498e-06     	|
teardown                           	|  1.8248e-05     	|1              	|  1.8248e-05     	|  5.2548e-06     	|
on_pretrain_routine_end            	|  1.5737e-05     	|1              	|  1.5737e-05     	|  4.5318e-06     	|
prepare_data                       	|  1.1282e-05     	|1              	|  1.1282e-05     	|  3.2488e-06     	|
configure_sharded_model            	|  8.5402e-06     	|1              	|  8.5402e-06     	|  2.4592e-06     	|
configure_callbacks                	|  8.3018e-06     	|1              	|  8.3018e-06     	|  2.3906e-06     	|
on_val_dataloader                  	|  7.6424e-06     	|1              	|  7.6424e-06     	|  2.2007e-06     	|
on_train_dataloader                	|  7.4338e-06     	|1              	|  7.4338e-06     	|  2.1406e-06     	|
