FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  688.29         	|  100 %          	|
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run_training_epoch                 	|  3.9733         	|167            	|  663.53         	|  96.404         	|
run_training_batch                 	|  0.24393        	|1000           	|  243.93         	|  35.44          	|
optimizer_step_with_closure_0      	|  0.24181        	|1000           	|  241.81         	|  35.132         	|
training_step_and_backward         	|  0.18166        	|1000           	|  181.66         	|  26.393         	|
model_forward                      	|  0.094089       	|1000           	|  94.089         	|  13.67          	|
training_step                      	|  0.093891       	|1000           	|  93.891         	|  13.641         	|
get_train_batch                    	|  0.074347       	|1167           	|  86.763         	|  12.606         	|
fetch_next_train_batch             	|  0.074321       	|1167           	|  86.732         	|  12.601         	|
backward                           	|  0.086224       	|1000           	|  86.224         	|  12.527         	|
on_train_batch_end                 	|  0.0016441      	|1000           	|  1.6441         	|  0.23887        	|
zero_grad                          	|  0.0013139      	|1000           	|  1.3139         	|  0.1909         	|
training_batch_to_device           	|  0.00045159     	|1000           	|  0.45159        	|  0.065611       	|
configure_optimizers               	|  0.10646        	|1              	|  0.10646        	|  0.015468       	|
on_train_batch_start               	|  9.9656e-05     	|1000           	|  0.099656       	|  0.014479       	|
on_train_epoch_start               	|  0.00031305     	|167            	|  0.05228        	|  0.0075956      	|
on_train_epoch_end                 	|  0.00031177     	|167            	|  0.052066       	|  0.0075646      	|
on_train_end                       	|  0.047821       	|1              	|  0.047821       	|  0.0069478      	|
on_batch_start                     	|  4.5014e-05     	|1000           	|  0.045014       	|  0.0065401      	|
on_pretrain_routine_start          	|  0.021777       	|1              	|  0.021777       	|  0.003164       	|
on_after_backward                  	|  1.9094e-05     	|1000           	|  0.019094       	|  0.0027741      	|
on_before_zero_grad                	|  1.6031e-05     	|1000           	|  0.016031       	|  0.0023291      	|
on_batch_end                       	|  1.4617e-05     	|1000           	|  0.014617       	|  0.0021237      	|
on_before_backward                 	|  1.1903e-05     	|1000           	|  0.011903       	|  0.0017294      	|
on_before_optimizer_step           	|  1.1772e-05     	|1000           	|  0.011772       	|  0.0017103      	|
training_step_end                  	|  6.7709e-06     	|1000           	|  0.0067709      	|  0.00098373     	|
on_epoch_end                       	|  1.135e-05      	|167            	|  0.0018954      	|  0.00027538     	|
on_epoch_start                     	|  1.1004e-05     	|167            	|  0.0018376      	|  0.00026699     	|
on_train_start                     	|  0.0016153      	|1              	|  0.0016153      	|  0.00023469     	|
on_fit_end                         	|  5.4184e-05     	|1              	|  5.4184e-05     	|  7.8723e-06     	|
on_fit_start                       	|  4.1591e-05     	|1              	|  4.1591e-05     	|  6.0427e-06     	|
setup                              	|  3e-05          	|1              	|  3e-05          	|  4.3586e-06     	|
on_before_accelerator_backend_setup	|  2.8143e-05     	|1              	|  2.8143e-05     	|  4.0888e-06     	|
on_configure_sharded_model         	|  2.7668e-05     	|1              	|  2.7668e-05     	|  4.0198e-06     	|
configure_sharded_model            	|  1.9338e-05     	|1              	|  1.9338e-05     	|  2.8096e-06     	|
teardown                           	|  1.6583e-05     	|1              	|  1.6583e-05     	|  2.4093e-06     	|
on_pretrain_routine_end            	|  1.4728e-05     	|1              	|  1.4728e-05     	|  2.1398e-06     	|
configure_callbacks                	|  1.0226e-05     	|1              	|  1.0226e-05     	|  1.4857e-06     	|
on_train_dataloader                	|  8.7097e-06     	|1              	|  8.7097e-06     	|  1.2654e-06     	|
prepare_data                       	|  8.2348e-06     	|1              	|  8.2348e-06     	|  1.1964e-06     	|
on_val_dataloader                  	|  7.9684e-06     	|1              	|  7.9684e-06     	|  1.1577e-06     	|
