FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  451.59         	|  100 %          	|
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run_training_epoch                 	|  6.8854         	|63             	|  433.78         	|  96.055         	|
run_training_batch                 	|  0.29298        	|1000           	|  292.98         	|  64.876         	|
optimizer_step_with_closure_0      	|  0.28862        	|1000           	|  288.62         	|  63.911         	|
training_step_and_backward         	|  0.22332        	|1000           	|  223.32         	|  49.452         	|
backward                           	|  0.11492        	|1000           	|  114.92         	|  25.449         	|
model_forward                      	|  0.10688        	|1000           	|  106.88         	|  23.667         	|
training_step                      	|  0.10668        	|1000           	|  106.68         	|  23.624         	|
get_train_batch                    	|  0.031211       	|1063           	|  33.177         	|  7.3467         	|
fetch_next_train_batch             	|  0.031186       	|1063           	|  33.151         	|  7.3408         	|
on_train_batch_end                 	|  0.0023589      	|1000           	|  2.3589         	|  0.52234        	|
zero_grad                          	|  0.0014846      	|1000           	|  1.4846         	|  0.32874        	|
training_batch_to_device           	|  0.00026213     	|1000           	|  0.26213        	|  0.058045       	|
on_train_end                       	|  0.1109         	|1              	|  0.1109         	|  0.024558       	|
on_train_batch_start               	|  9.788e-05      	|1000           	|  0.09788        	|  0.021674       	|
on_batch_end                       	|  3.4102e-05     	|1000           	|  0.034102       	|  0.0075515      	|
configure_optimizers               	|  0.027511       	|1              	|  0.027511       	|  0.006092       	|
on_after_backward                  	|  2.5994e-05     	|1000           	|  0.025994       	|  0.005756       	|
on_train_epoch_end                 	|  0.00037399     	|63             	|  0.023561       	|  0.0052173      	|
on_pretrain_routine_start          	|  0.022494       	|1              	|  0.022494       	|  0.0049811      	|
on_batch_start                     	|  2.1268e-05     	|1000           	|  0.021268       	|  0.0047096      	|
on_train_epoch_start               	|  0.00032932     	|63             	|  0.020747       	|  0.0045942      	|
on_before_zero_grad                	|  1.8496e-05     	|1000           	|  0.018496       	|  0.0040957      	|
on_before_optimizer_step           	|  1.3951e-05     	|1000           	|  0.013951       	|  0.0030893      	|
on_before_backward                 	|  1.2774e-05     	|1000           	|  0.012774       	|  0.0028286      	|
training_step_end                  	|  7.8433e-06     	|1000           	|  0.0078433      	|  0.0017368      	|
on_train_start                     	|  0.00078401     	|1              	|  0.00078401     	|  0.00017361     	|
on_epoch_start                     	|  1.1975e-05     	|63             	|  0.00075446     	|  0.00016706     	|
on_epoch_end                       	|  1.1662e-05     	|63             	|  0.0007347      	|  0.00016269     	|
on_fit_end                         	|  3.6359e-05     	|1              	|  3.6359e-05     	|  8.0512e-06     	|
on_before_accelerator_backend_setup	|  2.7668e-05     	|1              	|  2.7668e-05     	|  6.1267e-06     	|
setup                              	|  2.3281e-05     	|1              	|  2.3281e-05     	|  5.1553e-06     	|
on_configure_sharded_model         	|  2.2994e-05     	|1              	|  2.2994e-05     	|  5.0918e-06     	|
on_fit_start                       	|  2.0877e-05     	|1              	|  2.0877e-05     	|  4.6228e-06     	|
teardown                           	|  1.6868e-05     	|1              	|  1.6868e-05     	|  3.7352e-06     	|
on_pretrain_routine_end            	|  1.4076e-05     	|1              	|  1.4076e-05     	|  3.117e-06      	|
prepare_data                       	|  1.2463e-05     	|1              	|  1.2463e-05     	|  2.7598e-06     	|
configure_sharded_model            	|  8.8476e-06     	|1              	|  8.8476e-06     	|  1.9592e-06     	|
on_val_dataloader                  	|  7.3928e-06     	|1              	|  7.3928e-06     	|  1.6371e-06     	|
configure_callbacks                	|  7.35e-06       	|1              	|  7.35e-06       	|  1.6276e-06     	|
on_train_dataloader                	|  7.0836e-06     	|1              	|  7.0836e-06     	|  1.5686e-06     	|
