# quant_error: calculate the quantize errors. # entire: errors between 'golden' and 'simulator'. # per_layer: compare to 'entire', the input of each layer is come from 'golden' layer_name quant_error entire per_layer ------------------------------------------ input.1 1.000000 1.000000 input.1_int8 0.999986 0.999986 524 0.999934 0.999934 305 0.999934 0.999934 306 0.999950 0.999959 527 0.999538 0.999588 309 0.999538 0.999588 530 0.999390 0.999746 312 0.999576 0.999814 313 0.999576 0.999814 533 0.998986 0.999813 316 0.998986 0.999813 536 0.998919 0.999736 319 0.999240 0.999831 320 0.999240 0.999831 539 0.999023 0.999869 323 0.999023 0.999869 542 0.998917 0.999633 545 0.998759 0.999520 328 0.998906 0.999617 329 0.998906 0.999617 548 0.998583 0.999803 332 0.998583 0.999803 551 0.998689 0.999671 335 0.998805 0.999669 336 0.998805 0.999669 554 0.998948 0.999824 339 0.998948 0.999824 557 0.999201 0.999825 560 0.998881 0.999582 344 0.999047 0.999796 345 0.999047 0.999796 563 0.998633 0.999578 348 0.998633 0.999578 566 0.998682 0.999254 351 0.998640 0.999394 352 0.998640 0.999394 569 0.998449 0.999438 355 0.998449 0.999438 572 0.999351 0.999746 575 0.999667 0.999775 360 0.997750 0.999235 361 0.997750 0.999235 578 0.997373 0.999543 364 0.997373 0.999543 581 0.998647 0.999641 367 0.997606 0.999421 368 0.997606 0.999421 373 0.997607 0.999853 374 0.997777 0.999443 584 0.998265 0.999645 379 0.998265 0.999645 587 0.998300 0.999987 384 0.998300 0.999987 590 0.996930 0.999729 593 0.998497 0.999908 391 0.998497 0.999908 596 0.998781 0.999977 396 0.998781 0.999977 599 0.996398 0.999167 399 0.995354 0.998831 404 0.995354 0.999416 405 0.996377 0.998870 602 0.997672 0.999543 410 0.997672 0.999543 605 0.997992 0.999990 415 0.997992 0.999990 608 0.996664 0.999515 611 0.997715 0.999748 422 0.997715 0.999748 614 0.997428 0.999965 427 0.997428 0.999965 617 0.994218 0.999569 430 0.994283 0.999062 435 0.994283 0.999606 436 0.996293 0.999683 620 0.997105 0.999775 441 0.997105 0.999775 623 0.997003 0.999988 446 0.997003 0.999988 626 0.995073 0.999674 629 0.994969 0.999752 453 0.994969 0.999752 632 0.995253 0.999962 458 0.995253 0.999962 635 0.982502 0.999479 461 0.988994 0.999196 466 0.988994 0.999581 467 0.990882 0.999420 638 0.995558 0.999662 472 0.995558 0.999662 641 0.993949 0.999973 477 0.993949 0.999973 644 0.992382 0.999759 647 0.994863 0.999803 484 0.994863 0.999803 650 0.994430 0.999950 489 0.994430 0.999950 653 0.980856 0.999690 492 0.984808 0.999514 497 0.984808 0.999775 656 0.995247 0.999912 502 0.995247 0.999912 659 0.995508 0.999986 507 0.995508 0.999986 662 0.988234 0.999872 665 0.987858 0.996788 514 0.987858 0.996788 668 0.991868 0.999932 519 0.991868 0.999932 671 0.984342 0.999830 522 0.987737 0.999715 523_int8 0.997763 0.999839 523 0.997763 0.999984