FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1348.3         	|  100 %          	|
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run_training_epoch                 	|  2.663          	|500            	|  1331.5         	|  98.755         	|
run_training_batch                 	|  0.26368        	|1000           	|  263.68         	|  19.556         	|
optimizer_step_with_closure_0      	|  0.2611         	|1000           	|  261.1          	|  19.365         	|
get_train_batch                    	|  0.13746        	|1500           	|  206.19         	|  15.292         	|
fetch_next_train_batch             	|  0.13742        	|1500           	|  206.13         	|  15.288         	|
training_step_and_backward         	|  0.19976        	|1000           	|  199.76         	|  14.816         	|
model_forward                      	|  0.10262        	|1000           	|  102.62         	|  7.6111         	|
training_step                      	|  0.10241        	|1000           	|  102.41         	|  7.5958         	|
backward                           	|  0.095718       	|1000           	|  95.718         	|  7.0992         	|
on_train_batch_end                 	|  0.0017537      	|1000           	|  1.7537         	|  0.13007        	|
zero_grad                          	|  0.001387       	|1000           	|  1.387          	|  0.10287        	|
training_batch_to_device           	|  0.00063783     	|1000           	|  0.63783        	|  0.047306       	|
on_train_epoch_start               	|  0.00036942     	|500            	|  0.18471        	|  0.0137         	|
on_train_epoch_end                 	|  0.00030722     	|500            	|  0.15361        	|  0.011393       	|
on_train_batch_start               	|  0.00010969     	|1000           	|  0.10969        	|  0.0081356      	|
on_batch_start                     	|  4.4678e-05     	|1000           	|  0.044678       	|  0.0033136      	|
on_train_end                       	|  0.04334        	|1              	|  0.04334        	|  0.0032144      	|
on_pretrain_routine_start          	|  0.022076       	|1              	|  0.022076       	|  0.0016373      	|
on_before_zero_grad                	|  2.1785e-05     	|1000           	|  0.021785       	|  0.0016158      	|
on_after_backward                  	|  1.9291e-05     	|1000           	|  0.019291       	|  0.0014308      	|
on_batch_end                       	|  1.6599e-05     	|1000           	|  0.016599       	|  0.0012311      	|
on_before_optimizer_step           	|  1.323e-05      	|1000           	|  0.01323        	|  0.00098126     	|
on_before_backward                 	|  1.2291e-05     	|1000           	|  0.012291       	|  0.00091156     	|
configure_optimizers               	|  0.010321       	|1              	|  0.010321       	|  0.0007655      	|
training_step_end                  	|  8.4654e-06     	|1000           	|  0.0084654      	|  0.00062786     	|
on_epoch_end                       	|  1.1637e-05     	|500            	|  0.0058183      	|  0.00043153     	|
on_epoch_start                     	|  1.0949e-05     	|500            	|  0.0054744      	|  0.00040602     	|
on_train_start                     	|  0.0010709      	|1              	|  0.0010709      	|  7.9428e-05     	|
on_fit_start                       	|  4.2444e-05     	|1              	|  4.2444e-05     	|  3.148e-06      	|
on_fit_end                         	|  3.7044e-05     	|1              	|  3.7044e-05     	|  2.7475e-06     	|
on_before_accelerator_backend_setup	|  2.4002e-05     	|1              	|  2.4002e-05     	|  1.7802e-06     	|
setup                              	|  2.2797e-05     	|1              	|  2.2797e-05     	|  1.6908e-06     	|
on_configure_sharded_model         	|  1.937e-05      	|1              	|  1.937e-05      	|  1.4366e-06     	|
on_pretrain_routine_end            	|  1.5566e-05     	|1              	|  1.5566e-05     	|  1.1545e-06     	|
teardown                           	|  1.4946e-05     	|1              	|  1.4946e-05     	|  1.1085e-06     	|
prepare_data                       	|  1.0079e-05     	|1              	|  1.0079e-05     	|  7.4752e-07     	|
on_val_dataloader                  	|  6.7838e-06     	|1              	|  6.7838e-06     	|  5.0313e-07     	|
configure_sharded_model            	|  6.4448e-06     	|1              	|  6.4448e-06     	|  4.7799e-07     	|
configure_callbacks                	|  6.4187e-06     	|1              	|  6.4187e-06     	|  4.7606e-07     	|
on_train_dataloader                	|  5.5879e-06     	|1              	|  5.5879e-06     	|  4.1444e-07     	|
