FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1726.1         	|  100 %          	|
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run_training_epoch                 	|  3.4047         	|500            	|  1702.4         	|  98.628         	|
run_training_batch                 	|  0.20183        	|8000           	|  1614.7         	|  93.547         	|
training_step_and_backward         	|  0.1906         	|8000           	|  1524.8         	|  88.342         	|
model_forward                      	|  0.10673        	|8000           	|  853.84         	|  49.468         	|
training_step                      	|  0.10659        	|8000           	|  852.76         	|  49.405         	|
backward                           	|  0.083683       	|8000           	|  669.46         	|  38.786         	|
optimizer_step_with_closure_0      	|  0.24904        	|1000           	|  249.04         	|  14.428         	|
get_train_batch                    	|  0.0068113      	|8500           	|  57.896         	|  3.3542         	|
fetch_next_train_batch             	|  0.0067921      	|8500           	|  57.733         	|  3.3448         	|
on_train_batch_end                 	|  0.0011111      	|8000           	|  8.8889         	|  0.51498        	|
training_batch_to_device           	|  0.00023581     	|8000           	|  1.8864         	|  0.10929        	|
zero_grad                          	|  0.0013716      	|1000           	|  1.3716         	|  0.079464       	|
on_train_batch_start               	|  9.2001e-05     	|8000           	|  0.73601        	|  0.042641       	|
on_train_epoch_start               	|  0.00028825     	|500            	|  0.14412        	|  0.00835        	|
on_batch_start                     	|  1.6738e-05     	|8000           	|  0.1339         	|  0.0077576      	|
on_train_epoch_end                 	|  0.00025712     	|500            	|  0.12856        	|  0.0074482      	|
on_before_backward                 	|  1.3546e-05     	|8000           	|  0.10837        	|  0.0062783      	|
on_batch_end                       	|  1.3049e-05     	|8000           	|  0.10439        	|  0.0060478      	|
on_after_backward                  	|  1.1674e-05     	|8000           	|  0.093391       	|  0.0054107      	|
training_step_end                  	|  6.1753e-06     	|8000           	|  0.049403       	|  0.0028622      	|
on_train_end                       	|  0.024232       	|1              	|  0.024232       	|  0.0014039      	|
on_pretrain_routine_start          	|  0.023336       	|1              	|  0.023336       	|  0.001352       	|
on_before_zero_grad                	|  2.3194e-05     	|1000           	|  0.023194       	|  0.0013438      	|
on_before_optimizer_step           	|  1.3984e-05     	|1000           	|  0.013984       	|  0.00081016     	|
configure_optimizers               	|  0.0083065      	|1              	|  0.0083065      	|  0.00048124     	|
on_epoch_end                       	|  1.0806e-05     	|500            	|  0.0054028      	|  0.00031301     	|
on_epoch_start                     	|  1.0543e-05     	|500            	|  0.0052717      	|  0.00030542     	|
on_train_start                     	|  0.0007073      	|1              	|  0.0007073      	|  4.0978e-05     	|
on_fit_end                         	|  2.4325e-05     	|1              	|  2.4325e-05     	|  1.4093e-06     	|
setup                              	|  2.0489e-05     	|1              	|  2.0489e-05     	|  1.187e-06      	|
on_before_accelerator_backend_setup	|  1.8755e-05     	|1              	|  1.8755e-05     	|  1.0866e-06     	|
on_configure_sharded_model         	|  1.8014e-05     	|1              	|  1.8014e-05     	|  1.0437e-06     	|
on_fit_start                       	|  1.6711e-05     	|1              	|  1.6711e-05     	|  9.6816e-07     	|
teardown                           	|  9.949e-06      	|1              	|  9.949e-06      	|  5.764e-07      	|
on_pretrain_routine_end            	|  9.558e-06      	|1              	|  9.558e-06      	|  5.5375e-07     	|
prepare_data                       	|  6.051e-06      	|1              	|  6.051e-06      	|  3.5057e-07     	|
configure_callbacks                	|  5.2199e-06     	|1              	|  5.2199e-06     	|  3.0242e-07     	|
on_val_dataloader                  	|  4.8389e-06     	|1              	|  4.8389e-06     	|  2.8035e-07     	|
configure_sharded_model            	|  4.709e-06      	|1              	|  4.709e-06      	|  2.7282e-07     	|
on_train_dataloader                	|  4.218e-06      	|1              	|  4.218e-06      	|  2.4437e-07     	|
