FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  376.95         	|  100 %          	|
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run_training_epoch                 	|  16.689         	|21             	|  350.47         	|  92.975         	|
run_training_batch                 	|  0.30241        	|1000           	|  302.41         	|  80.224         	|
optimizer_step_with_closure_0      	|  0.29856        	|1000           	|  298.56         	|  79.204         	|
training_step_and_backward         	|  0.22934        	|1000           	|  229.34         	|  60.84          	|
backward                           	|  0.11553        	|1000           	|  115.53         	|  30.648         	|
model_forward                      	|  0.1121         	|1000           	|  112.1          	|  29.738         	|
training_step                      	|  0.11188        	|1000           	|  111.88         	|  29.68          	|
get_train_batch                    	|  0.010165       	|1021           	|  10.379         	|  2.7533         	|
fetch_next_train_batch             	|  0.010139       	|1021           	|  10.352         	|  2.7462         	|
on_train_batch_end                 	|  0.0024669      	|1000           	|  2.4669         	|  0.65442        	|
zero_grad                          	|  0.0016722      	|1000           	|  1.6722         	|  0.44362        	|
training_batch_to_device           	|  0.00029912     	|1000           	|  0.29912        	|  0.079352       	|
on_train_batch_start               	|  0.00011368     	|1000           	|  0.11368        	|  0.030159       	|
on_train_end                       	|  0.084409       	|1              	|  0.084409       	|  0.022393       	|
on_after_backward                  	|  3.0582e-05     	|1000           	|  0.030582       	|  0.0081131      	|
on_batch_start                     	|  2.3501e-05     	|1000           	|  0.023501       	|  0.0062344      	|
on_pretrain_routine_start          	|  0.022181       	|1              	|  0.022181       	|  0.0058842      	|
on_before_zero_grad                	|  1.9748e-05     	|1000           	|  0.019748       	|  0.0052387      	|
on_batch_end                       	|  1.7348e-05     	|1000           	|  0.017348       	|  0.0046022      	|
configure_optimizers               	|  0.015922       	|1              	|  0.015922       	|  0.004224       	|
on_before_backward                 	|  1.5314e-05     	|1000           	|  0.015314       	|  0.0040625      	|
on_before_optimizer_step           	|  1.5134e-05     	|1000           	|  0.015134       	|  0.0040149      	|
training_step_end                  	|  8.306e-06      	|1000           	|  0.008306       	|  0.0022035      	|
on_train_epoch_end                 	|  0.00038815     	|21             	|  0.0081511      	|  0.0021624      	|
on_train_epoch_start               	|  0.00036646     	|21             	|  0.0076956      	|  0.0020415      	|
on_train_start                     	|  0.001096       	|1              	|  0.001096       	|  0.00029076     	|
on_epoch_end                       	|  1.2886e-05     	|21             	|  0.0002706      	|  7.1786e-05     	|
on_epoch_start                     	|  1.2395e-05     	|21             	|  0.0002603      	|  6.9054e-05     	|
on_fit_end                         	|  6.2138e-05     	|1              	|  6.2138e-05     	|  1.6484e-05     	|
on_before_accelerator_backend_setup	|  4.486e-05      	|1              	|  4.486e-05      	|  1.1901e-05     	|
on_fit_start                       	|  4.2727e-05     	|1              	|  4.2727e-05     	|  1.1335e-05     	|
setup                              	|  2.7686e-05     	|1              	|  2.7686e-05     	|  7.3448e-06     	|
on_configure_sharded_model         	|  2.5211e-05     	|1              	|  2.5211e-05     	|  6.6881e-06     	|
prepare_data                       	|  1.7609e-05     	|1              	|  1.7609e-05     	|  4.6715e-06     	|
teardown                           	|  1.5695e-05     	|1              	|  1.5695e-05     	|  4.1636e-06     	|
on_pretrain_routine_end            	|  1.1755e-05     	|1              	|  1.1755e-05     	|  3.1185e-06     	|
configure_sharded_model            	|  9.343e-06      	|1              	|  9.343e-06      	|  2.4786e-06     	|
on_val_dataloader                  	|  8.3596e-06     	|1              	|  8.3596e-06     	|  2.2177e-06     	|
configure_callbacks                	|  7.9572e-06     	|1              	|  7.9572e-06     	|  2.1109e-06     	|
on_train_dataloader                	|  7.363e-06      	|1              	|  7.363e-06      	|  1.9533e-06     	|
