FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  582.69         	|  100 %          	|
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run_training_epoch                 	|  1.1196         	|500            	|  559.8          	|  96.072         	|
run_training_batch                 	|  0.40813        	|1000           	|  408.13         	|  70.042         	|
optimizer_step_with_closure_0      	|  0.40533        	|1000           	|  405.33         	|  69.562         	|
training_step_and_backward         	|  0.3086         	|1000           	|  308.6          	|  52.962         	|
model_forward                      	|  0.18674        	|1000           	|  186.74         	|  32.047         	|
training_step                      	|  0.18658        	|1000           	|  186.58         	|  32.02          	|
backward                           	|  0.12046        	|1000           	|  120.46         	|  20.673         	|
get_train_batch                    	|  0.029101       	|1500           	|  43.651         	|  7.4913         	|
fetch_next_train_batch             	|  0.029068       	|1500           	|  43.602         	|  7.4828         	|
on_train_batch_end                 	|  0.0014452      	|1000           	|  1.4452         	|  0.24802        	|
zero_grad                          	|  0.0013741      	|1000           	|  1.3741         	|  0.23582        	|
training_batch_to_device           	|  0.00060374     	|1000           	|  0.60374        	|  0.10361        	|
on_train_epoch_start               	|  0.00027918     	|500            	|  0.13959        	|  0.023956       	|
on_train_epoch_end                 	|  0.00027211     	|500            	|  0.13605        	|  0.023349       	|
on_train_batch_start               	|  0.0001023      	|1000           	|  0.1023         	|  0.017556       	|
on_batch_start                     	|  3.7904e-05     	|1000           	|  0.037904       	|  0.006505       	|
on_train_end                       	|  0.024055       	|1              	|  0.024055       	|  0.0041283      	|
on_pretrain_routine_start          	|  0.023051       	|1              	|  0.023051       	|  0.0039559      	|
on_before_zero_grad                	|  2.1126e-05     	|1000           	|  0.021126       	|  0.0036256      	|
on_batch_end                       	|  1.3784e-05     	|1000           	|  0.013784       	|  0.0023656      	|
on_before_optimizer_step           	|  1.2216e-05     	|1000           	|  0.012216       	|  0.0020964      	|
on_after_backward                  	|  1.1216e-05     	|1000           	|  0.011216       	|  0.0019249      	|
on_before_backward                 	|  1.0389e-05     	|1000           	|  0.010389       	|  0.0017829      	|
configure_optimizers               	|  0.0088896      	|1              	|  0.0088896      	|  0.0015256      	|
training_step_end                  	|  7.2589e-06     	|1000           	|  0.0072589      	|  0.0012458      	|
on_epoch_start                     	|  1.1067e-05     	|500            	|  0.0055333      	|  0.0009496      	|
on_epoch_end                       	|  1.0196e-05     	|500            	|  0.0050978      	|  0.00087487     	|
on_train_start                     	|  0.00073064     	|1              	|  0.00073064     	|  0.00012539     	|
on_fit_end                         	|  2.1951e-05     	|1              	|  2.1951e-05     	|  3.7672e-06     	|
on_before_accelerator_backend_setup	|  2.1089e-05     	|1              	|  2.1089e-05     	|  3.6192e-06     	|
on_fit_start                       	|  1.7613e-05     	|1              	|  1.7613e-05     	|  3.0227e-06     	|
setup                              	|  1.621e-05      	|1              	|  1.621e-05      	|  2.7819e-06     	|
on_configure_sharded_model         	|  1.4217e-05     	|1              	|  1.4217e-05     	|  2.4399e-06     	|
teardown                           	|  1.1221e-05     	|1              	|  1.1221e-05     	|  1.9257e-06     	|
on_pretrain_routine_end            	|  1.0379e-05     	|1              	|  1.0379e-05     	|  1.7812e-06     	|
prepare_data                       	|  7.7049e-06     	|1              	|  7.7049e-06     	|  1.3223e-06     	|
configure_callbacks                	|  4.789e-06      	|1              	|  4.789e-06      	|  8.2187e-07     	|
configure_sharded_model            	|  4.719e-06      	|1              	|  4.719e-06      	|  8.0987e-07     	|
on_val_dataloader                  	|  4.4281e-06     	|1              	|  4.4281e-06     	|  7.5994e-07     	|
on_train_dataloader                	|  4.368e-06      	|1              	|  4.368e-06      	|  7.4963e-07     	|
