FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1738.9         	|  100 %          	|
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run_training_epoch                 	|  3.4304         	|500            	|  1715.2         	|  98.64          	|
run_training_batch                 	|  0.20348        	|8000           	|  1627.8         	|  93.616         	|
training_step_and_backward         	|  0.19209        	|8000           	|  1536.8         	|  88.377         	|
model_forward                      	|  0.10734        	|8000           	|  858.69         	|  49.383         	|
training_step                      	|  0.1072         	|8000           	|  857.59         	|  49.319         	|
backward                           	|  0.084565       	|8000           	|  676.52         	|  38.906         	|
optimizer_step_with_closure_0      	|  0.25107        	|1000           	|  251.07         	|  14.439         	|
get_train_batch                    	|  0.0067842      	|8500           	|  57.666         	|  3.3163         	|
fetch_next_train_batch             	|  0.0067648      	|8500           	|  57.501         	|  3.3068         	|
on_train_batch_end                 	|  0.0010971      	|8000           	|  8.7767         	|  0.50474        	|
training_batch_to_device           	|  0.00023463     	|8000           	|  1.8771         	|  0.10795        	|
zero_grad                          	|  0.0013829      	|1000           	|  1.3829         	|  0.079529       	|
on_train_batch_start               	|  9.0709e-05     	|8000           	|  0.72567        	|  0.041733       	|
on_train_epoch_start               	|  0.00027926     	|500            	|  0.13963        	|  0.00803        	|
on_batch_start                     	|  1.7275e-05     	|8000           	|  0.1382         	|  0.007948       	|
on_train_epoch_end                 	|  0.00025472     	|500            	|  0.12736        	|  0.0073243      	|
on_before_backward                 	|  1.3711e-05     	|8000           	|  0.10969        	|  0.0063081      	|
on_batch_end                       	|  1.3441e-05     	|8000           	|  0.10753        	|  0.0061838      	|
on_after_backward                  	|  1.1374e-05     	|8000           	|  0.090992       	|  0.0052328      	|
training_step_end                  	|  6.0586e-06     	|8000           	|  0.048469       	|  0.0027874      	|
on_train_end                       	|  0.024674       	|1              	|  0.024674       	|  0.001419       	|
on_pretrain_routine_start          	|  0.02345        	|1              	|  0.02345        	|  0.0013486      	|
on_before_zero_grad                	|  2.057e-05      	|1000           	|  0.02057        	|  0.001183       	|
on_before_optimizer_step           	|  1.4943e-05     	|1000           	|  0.014943       	|  0.00085937     	|
configure_optimizers               	|  0.0083954      	|1              	|  0.0083954      	|  0.00048281     	|
on_epoch_start                     	|  1.1013e-05     	|500            	|  0.0055066      	|  0.00031668     	|
on_epoch_end                       	|  1.0679e-05     	|500            	|  0.0053394      	|  0.00030706     	|
on_train_start                     	|  0.00075058     	|1              	|  0.00075058     	|  4.3165e-05     	|
on_before_accelerator_backend_setup	|  2.4546e-05     	|1              	|  2.4546e-05     	|  1.4116e-06     	|
setup                              	|  2.2763e-05     	|1              	|  2.2763e-05     	|  1.3091e-06     	|
on_fit_end                         	|  2.2301e-05     	|1              	|  2.2301e-05     	|  1.2825e-06     	|
on_configure_sharded_model         	|  2.119e-05      	|1              	|  2.119e-05      	|  1.2186e-06     	|
on_fit_start                       	|  1.7673e-05     	|1              	|  1.7673e-05     	|  1.0164e-06     	|
teardown                           	|  1.041e-05      	|1              	|  1.041e-05      	|  5.9868e-07     	|
on_pretrain_routine_end            	|  9.8289e-06     	|1              	|  9.8289e-06     	|  5.6525e-07     	|
prepare_data                       	|  8.346e-06      	|1              	|  8.346e-06      	|  4.7997e-07     	|
configure_callbacks                	|  5.8811e-06     	|1              	|  5.8811e-06     	|  3.3822e-07     	|
configure_sharded_model            	|  5.5709e-06     	|1              	|  5.5709e-06     	|  3.2038e-07     	|
on_val_dataloader                  	|  4.5479e-06     	|1              	|  4.5479e-06     	|  2.6154e-07     	|
on_train_dataloader                	|  4.268e-06      	|1              	|  4.268e-06      	|  2.4545e-07     	|
