FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  433.02         	|  100 %          	|
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run_training_epoch                 	|  6.5979         	|63             	|  415.67         	|  95.993         	|
run_training_batch                 	|  0.28014        	|1000           	|  280.14         	|  64.694         	|
optimizer_step_with_closure_0      	|  0.27696        	|1000           	|  276.96         	|  63.959         	|
training_step_and_backward         	|  0.21319        	|1000           	|  213.19         	|  49.232         	|
model_forward                      	|  0.10778        	|1000           	|  107.78         	|  24.889         	|
training_step                      	|  0.10759        	|1000           	|  107.59         	|  24.845         	|
backward                           	|  0.10387        	|1000           	|  103.87         	|  23.988         	|
get_train_batch                    	|  0.028925       	|1063           	|  30.748         	|  7.1007         	|
fetch_next_train_batch             	|  0.028902       	|1063           	|  30.723         	|  7.095          	|
on_train_batch_end                 	|  0.0020893      	|1000           	|  2.0893         	|  0.4825         	|
zero_grad                          	|  0.001503       	|1000           	|  1.503          	|  0.3471         	|
training_batch_to_device           	|  0.00024626     	|1000           	|  0.24626        	|  0.05687        	|
on_train_batch_start               	|  9.6607e-05     	|1000           	|  0.096607       	|  0.02231        	|
on_train_end                       	|  0.064976       	|1              	|  0.064976       	|  0.015005       	|
on_after_backward                  	|  2.6594e-05     	|1000           	|  0.026594       	|  0.0061414      	|
on_pretrain_routine_start          	|  0.022183       	|1              	|  0.022183       	|  0.0051227      	|
on_batch_start                     	|  2.1568e-05     	|1000           	|  0.021568       	|  0.0049809      	|
on_train_epoch_end                 	|  0.00034174     	|63             	|  0.02153        	|  0.004972       	|
on_train_epoch_start               	|  0.00033246     	|63             	|  0.020945       	|  0.004837       	|
on_before_zero_grad                	|  1.7465e-05     	|1000           	|  0.017465       	|  0.0040333      	|
on_batch_end                       	|  1.5383e-05     	|1000           	|  0.015383       	|  0.0035524      	|
on_before_optimizer_step           	|  1.3243e-05     	|1000           	|  0.013243       	|  0.0030582      	|
on_before_backward                 	|  1.3178e-05     	|1000           	|  0.013178       	|  0.0030432      	|
configure_optimizers               	|  0.0094648      	|1              	|  0.0094648      	|  0.0021858      	|
training_step_end                  	|  7.0313e-06     	|1000           	|  0.0070313      	|  0.0016238      	|
on_train_start                     	|  0.00085183     	|1              	|  0.00085183     	|  0.00019672     	|
on_epoch_end                       	|  1.124e-05      	|63             	|  0.00070812     	|  0.00016353     	|
on_epoch_start                     	|  1.0715e-05     	|63             	|  0.00067506     	|  0.00015589     	|
on_fit_end                         	|  5.4508e-05     	|1              	|  5.4508e-05     	|  1.2588e-05     	|
setup                              	|  3.9672e-05     	|1              	|  3.9672e-05     	|  9.1618e-06     	|
on_before_accelerator_backend_setup	|  2.3188e-05     	|1              	|  2.3188e-05     	|  5.3549e-06     	|
on_configure_sharded_model         	|  2.0131e-05     	|1              	|  2.0131e-05     	|  4.6491e-06     	|
on_fit_start                       	|  1.8548e-05     	|1              	|  1.8548e-05     	|  4.2834e-06     	|
teardown                           	|  1.6535e-05     	|1              	|  1.6535e-05     	|  3.8184e-06     	|
on_pretrain_routine_end            	|  1.2813e-05     	|1              	|  1.2813e-05     	|  2.959e-06      	|
prepare_data                       	|  8.7805e-06     	|1              	|  8.7805e-06     	|  2.0277e-06     	|
configure_callbacks                	|  7.093e-06      	|1              	|  7.093e-06      	|  1.638e-06      	|
on_train_dataloader                	|  6.9272e-06     	|1              	|  6.9272e-06     	|  1.5997e-06     	|
configure_sharded_model            	|  5.9642e-06     	|1              	|  5.9642e-06     	|  1.3773e-06     	|
on_val_dataloader                  	|  5.9586e-06     	|1              	|  5.9586e-06     	|  1.3761e-06     	|
