FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  483.82         	|  100 %          	|
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run_training_epoch                 	|  0.92183        	|500            	|  460.91         	|  95.265         	|
run_training_batch                 	|  0.31133        	|1000           	|  311.33         	|  64.349         	|
optimizer_step_with_closure_0      	|  0.30869        	|1000           	|  308.69         	|  63.802         	|
training_step_and_backward         	|  0.23273        	|1000           	|  232.73         	|  48.102         	|
model_forward                      	|  0.14415        	|1000           	|  144.15         	|  29.794         	|
training_step                      	|  0.14398        	|1000           	|  143.98         	|  29.76          	|
backward                           	|  0.087233       	|1000           	|  87.233         	|  18.03          	|
get_train_batch                    	|  0.028488       	|1500           	|  42.733         	|  8.8323         	|
fetch_next_train_batch             	|  0.028456       	|1500           	|  42.684         	|  8.8223         	|
on_train_batch_end                 	|  0.0013192      	|1000           	|  1.3192         	|  0.27267        	|
zero_grad                          	|  0.0013164      	|1000           	|  1.3164         	|  0.27208        	|
training_batch_to_device           	|  0.00058546     	|1000           	|  0.58546        	|  0.12101        	|
on_train_epoch_start               	|  0.0002761      	|500            	|  0.13805        	|  0.028533       	|
on_train_epoch_end                 	|  0.00026741     	|500            	|  0.13371        	|  0.027635       	|
on_train_batch_start               	|  0.00010613     	|1000           	|  0.10613        	|  0.021935       	|
on_batch_start                     	|  3.4372e-05     	|1000           	|  0.034372       	|  0.0071042      	|
on_train_end                       	|  0.023243       	|1              	|  0.023243       	|  0.004804       	|
on_pretrain_routine_start          	|  0.022729       	|1              	|  0.022729       	|  0.0046979      	|
on_before_zero_grad                	|  2.093e-05      	|1000           	|  0.02093        	|  0.004326       	|
on_batch_end                       	|  1.4185e-05     	|1000           	|  0.014185       	|  0.0029318      	|
on_before_optimizer_step           	|  1.2465e-05     	|1000           	|  0.012465       	|  0.0025764      	|
on_after_backward                  	|  1.1387e-05     	|1000           	|  0.011387       	|  0.0023536      	|
on_before_backward                 	|  1.0785e-05     	|1000           	|  0.010785       	|  0.0022292      	|
configure_optimizers               	|  0.0080357      	|1              	|  0.0080357      	|  0.0016609      	|
training_step_end                  	|  7.4676e-06     	|1000           	|  0.0074676      	|  0.0015435      	|
on_epoch_start                     	|  1.0921e-05     	|500            	|  0.0054605      	|  0.0011286      	|
on_epoch_end                       	|  1.0198e-05     	|500            	|  0.005099       	|  0.0010539      	|
on_train_start                     	|  0.00073485     	|1              	|  0.00073485     	|  0.00015188     	|
on_fit_end                         	|  2.3104e-05     	|1              	|  2.3104e-05     	|  4.7753e-06     	|
on_before_accelerator_backend_setup	|  1.8424e-05     	|1              	|  1.8424e-05     	|  3.808e-06      	|
on_fit_start                       	|  1.7373e-05     	|1              	|  1.7373e-05     	|  3.5908e-06     	|
setup                              	|  1.4838e-05     	|1              	|  1.4838e-05     	|  3.0668e-06     	|
on_configure_sharded_model         	|  1.4146e-05     	|1              	|  1.4146e-05     	|  2.9238e-06     	|
teardown                           	|  1.091e-05      	|1              	|  1.091e-05      	|  2.255e-06      	|
on_pretrain_routine_end            	|  1.0229e-05     	|1              	|  1.0229e-05     	|  2.1142e-06     	|
prepare_data                       	|  7.374e-06      	|1              	|  7.374e-06      	|  1.5241e-06     	|
configure_callbacks                	|  4.9501e-06     	|1              	|  4.9501e-06     	|  1.0231e-06     	|
on_val_dataloader                  	|  4.7381e-06     	|1              	|  4.7381e-06     	|  9.7931e-07     	|
on_train_dataloader                	|  4.628e-06      	|1              	|  4.628e-06      	|  9.5654e-07     	|
configure_sharded_model            	|  4.599e-06      	|1              	|  4.599e-06      	|  9.5055e-07     	|
