FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1681.4         	|  100 %          	|
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run_training_epoch                 	|  26.311         	|63             	|  1657.6         	|  98.585         	|
run_training_batch                 	|  0.20277        	|8000           	|  1622.1         	|  96.477         	|
training_step_and_backward         	|  0.19125        	|8000           	|  1530.0         	|  90.997         	|
model_forward                      	|  0.10849        	|8000           	|  867.91         	|  51.619         	|
training_step                      	|  0.10836        	|8000           	|  866.86         	|  51.557         	|
backward                           	|  0.08258        	|8000           	|  660.64         	|  39.291         	|
optimizer_step_with_closure_0      	|  0.24807        	|1000           	|  248.07         	|  14.754         	|
get_train_batch                    	|  0.0022943      	|8063           	|  18.499         	|  1.1002         	|
fetch_next_train_batch             	|  0.0022779      	|8063           	|  18.367         	|  1.0924         	|
on_train_batch_end                 	|  0.0010802      	|8000           	|  8.6414         	|  0.51395        	|
training_batch_to_device           	|  0.00021452     	|8000           	|  1.7161         	|  0.10207        	|
zero_grad                          	|  0.0013019      	|1000           	|  1.3019         	|  0.077429       	|
on_train_batch_start               	|  9.2759e-05     	|8000           	|  0.74208        	|  0.044135       	|
on_batch_start                     	|  1.4596e-05     	|8000           	|  0.11677        	|  0.006945       	|
on_batch_end                       	|  1.3044e-05     	|8000           	|  0.10436        	|  0.0062066      	|
on_before_backward                 	|  1.2894e-05     	|8000           	|  0.10315        	|  0.0061349      	|
on_after_backward                  	|  1.201e-05      	|8000           	|  0.096077       	|  0.0057142      	|
training_step_end                  	|  5.4314e-06     	|8000           	|  0.043451       	|  0.0025842      	|
on_train_end                       	|  0.024987       	|1              	|  0.024987       	|  0.0014861      	|
on_pretrain_routine_start          	|  0.022243       	|1              	|  0.022243       	|  0.0013229      	|
on_train_epoch_start               	|  0.00029456     	|63             	|  0.018557       	|  0.0011037      	|
on_train_epoch_end                 	|  0.00026509     	|63             	|  0.0167         	|  0.00099326     	|
on_before_zero_grad                	|  1.4606e-05     	|1000           	|  0.014606       	|  0.00086869     	|
on_before_optimizer_step           	|  1.188e-05      	|1000           	|  0.01188        	|  0.00070654     	|
configure_optimizers               	|  0.0082597      	|1              	|  0.0082597      	|  0.00049125     	|
on_train_start                     	|  0.00078772     	|1              	|  0.00078772     	|  4.685e-05      	|
on_epoch_start                     	|  1.0649e-05     	|63             	|  0.00067087     	|  3.99e-05       	|
on_epoch_end                       	|  1.0306e-05     	|63             	|  0.00064929     	|  3.8616e-05     	|
on_before_accelerator_backend_setup	|  2.7581e-05     	|1              	|  2.7581e-05     	|  1.6404e-06     	|
on_fit_end                         	|  2.1651e-05     	|1              	|  2.1651e-05     	|  1.2877e-06     	|
setup                              	|  2.0839e-05     	|1              	|  2.0839e-05     	|  1.2394e-06     	|
on_fit_start                       	|  1.7302e-05     	|1              	|  1.7302e-05     	|  1.029e-06      	|
on_configure_sharded_model         	|  1.592e-05      	|1              	|  1.592e-05      	|  9.4685e-07     	|
on_pretrain_routine_end            	|  1.0199e-05     	|1              	|  1.0199e-05     	|  6.066e-07      	|
teardown                           	|  9.9591e-06     	|1              	|  9.9591e-06     	|  5.9232e-07     	|
configure_callbacks                	|  8.4669e-06     	|1              	|  8.4669e-06     	|  5.0357e-07     	|
prepare_data                       	|  7.414e-06      	|1              	|  7.414e-06      	|  4.4095e-07     	|
on_val_dataloader                  	|  5.2201e-06     	|1              	|  5.2201e-06     	|  3.1046e-07     	|
configure_sharded_model            	|  4.3279e-06     	|1              	|  4.3279e-06     	|  2.574e-07      	|
on_train_dataloader                	|  4.1381e-06     	|1              	|  4.1381e-06     	|  2.4611e-07     	|
