Sequence
int64 1
25.2k
| Time
int64 1
858M
| File
stringclasses 830
values | RangeOffset
int64 0
2.21M
| RangeLength
int64 0
168k
| Text
stringlengths 1
4.7M
⌀ | Language
stringclasses 20
values | Type
stringclasses 9
values |
|---|---|---|---|---|---|---|---|
680
| 2,367,078
|
TERMINAL
| 0
| 0
|
Sampling token 258 from frame 1\r\nSampling token 259 from frame 1\r\nSampling token 260 from frame 1\r\nSampling token 261 from frame 1\r\nSampling token 262 from frame 1\r\nSampling token 263 from frame 1\r\nSampling token 264 from frame 1\r\nSampling token 265 from frame 1\r\nSampling token 266 from frame 1\r\nSampling token 267 from frame 1\r\nSampling token 268 from frame 1\r\nSampling token 269 from frame 1\r\nSampling token 270 from frame 1\r\nSampling token 271 from frame 1\r\nSampling token 272 from frame 1\r\nSampling token 273 from frame 1\r\nSampling token 274 from frame 1\r\nSampling token 275 from frame 1\r\nSampling token 276 from frame 1\r\nSampling token 277 from frame 1\r\nSampling token 278 from frame 1\r\nSampling token 279 from frame 1\r\nSampling token 280 from frame 1\r\nSampling token 281 from frame 1\r\nSampling token 282 from frame 1\r\nSampling token 283 from frame 1\r\nSampling token 284 from frame 1\r\nSampling token 285 from frame 1\r\nSampling token 286 from frame 1\r\nSampling token 287 from frame 1\r\nSampling token 288 from frame 1\r\nSampling token 289 from frame 1\r\nSampling token 290 from frame 1\r\nSampling token 291 from frame 1\r\nSampling token 292 from frame 1\r\nSampling token 293 from frame 1\r\nSampling token 294 from frame 1\r\nSampling token 295 from frame 1\r\nSampling token 296 from frame 1\r\nSampling token 297 from frame 1\r\nSampling token 298 from frame 1\r\nSampling token 299 from frame 1\r\nSampling token 300 from frame 1\r\nSampling token 301 from frame 1\r\nSampling token 302 from frame 1\r\nSampling token 303 from frame 1\r\nSampling token 304 from frame 1\r\nSampling token 305 from frame 1\r\nSampling token 306 from frame 1\r\nSampling token 307 from frame 1\r\nSampling token 308 from frame 1\r\nSampling token 309 from frame 1\r\nSampling token 310 from frame 1\r\nSampling token 311 from frame 1\r\nSampling token 312 from frame 1\r\nSampling token 313 from frame 1\r\nSampling token 314 from frame 1\r\nSampling token 315 from frame 1\r\nSampling token 316 from frame 1\r\nSampling token 317 from frame 1\r\nSampling token 318 from frame 1\r\nSampling token 319 from frame 1\r\nSampling token 320 from frame 1\r\nSampling token 321 from frame 1\r\nSampling token 322 from frame 1\r\nSampling token 323 from frame 1\r\nSampling token 324 from frame 1\r\nSampling token 325 from frame 1\r\nSampling token 326 from frame 1\r\nSampling token 327 from frame 1\r\nSampling token 328 from frame 1\r\nSampling token 329 from frame 1\r\nSampling token 330 from frame 1\r\nSampling token 331 from frame 1\r\nSampling token 332 from frame 1\r\nSampling token 333 from frame 1\r\nSampling token 334 from frame 1\r\nSampling token 335 from frame 1\r\nSampling token 336 from frame 1\r\nSampling token 337 from frame 1\r\nSampling token 338 from frame 1\r\nSampling token 339 from frame 1\r\nSampling token 340 from frame 1\r\nSampling token 341 from frame 1\r\nSampling token 342 from frame 1\r\nSampling token 343 from frame 1\r\nSampling token 344 from frame 1\r\nSampling token 345 from frame 1\r\nSampling token 346 from frame 1\r\nSampling token 347 from frame 1\r\nSampling token 348 from frame 1\r\nSampling token 349 from frame 1\r\nSampling token 350 from frame 1\r\nSampling token 351 from frame 1\r\nSampling token 352 from frame 1\r\nSampling token 353 from frame 1\r\nSampling token 354 from frame 1\r\nSampling token 355 from frame 1\r\nSampling token 356 from frame 1\r\nSampling token 357 from frame 1\r\nSampling token 358 from frame 1\r\nSampling token 359 from frame 1\r\nSampling token 360 from frame 1\r\nSampling token 361 from frame 1\r\nSampling token 362 from frame 1\r\nSampling token 363 from frame 1\r\nSampling token 364 from frame 1\r\nSampling token 365 from frame 1\r\nSampling token 366 from frame 1\r\nSampling token 367 from frame 1\r\nSampling token 368 from frame 1\r\nSampling token 369 from frame 1\r\nSampling token 370 from frame 1\r\nSampling token 371 from frame 1\r\nSampling token 372 from frame 1\r\nSampling token 373 from frame 1\r\nSampling token 374 from frame 1\r\nSampling token 375 from frame 1\r\nSampling token 376 from frame 1\r\nSampling token 377 from frame 1\r\nSampling token 378 from frame 1\r\nSampling token 379 from frame 1\r\nSampling token 380 from frame 1\r\nSampling token 381 from frame 1\r\nSampling token 382 from frame 1\r\nSampling token 383 from frame 1\r\nSampling token 384 from frame 1\r\nSampling token 385 from frame 1\r\nSampling token 386 from frame 1\r\nSampling token 387 from frame 1\r\nSampling token 388 from frame 1\r\nSampling token 389 from frame 1\r\nSampling token 390 from frame 1\r\nSampling token 391 from frame 1\r\nSampling token 392 from frame 1\r\nSampling token 393 from frame 1\r\nSampling token 394 from frame 1\r\nSampling token 395 from frame 1\r\nSampling token 396 from frame 1\r\nSampling token 397 from frame 1\r\nSampling token 398 from frame 1\r\nSampling token 399 from frame 1\r\nSampling token 400 from frame 1\r\nSampling token 401 from frame 1\r\nSampling token 402 from frame 1\r\nSampling token 403 from frame 1\r\nSampling token 404 from frame 1\r\nSampling token 405 from frame 1\r\nSampling token 406 from frame 1\r\nSampling token 407 from frame 1\r\nSampling token 408 from frame 1\r\nSampling token 409 from frame 1\r\nSampling token 410 from frame 1\r\nSampling token 411 from frame 1\r\nSampling token 412 from frame 1\r\nSampling token 413 from frame 1\r\nSampling token 414 from frame 1\r\nSampling token 415 from frame 1\r\nSampling token 416 from frame 1\r\nSampling token 417 from frame 1\r\nSampling token 418 from frame 1\r\nSampling token 419 from frame 1\r\nSampling token 420 from frame 1\r\nSampling token 421 from frame 1\r\nSampling token 422 from frame 1\r\nSampling token 423 from frame 1\r\nSampling token 424 from frame 1\r\nSampling token 425 from frame 1\r\nSampling token 426 from frame 1\r\nSampling token 427 from frame 1\r\nSampling token 428 from frame 1\r\nSampling token 429 from frame 1\r\nSampling token 430 from frame 1\r\nSampling token 431 from frame 1\r\nSampling token 432 from frame 1\r\nSampling token 433 from frame 1\r\nSampling token 434 from frame 1\r\nSampling token 435 from frame 1\r\nSampling token 436 from frame 1\r\nSampling token 437 from frame 1\r\nSampling token 438 from frame 1\r\nSampling token 439 from frame 1\r\nSampling token 440 from frame 1\r\nSampling token 441 from frame 1\r\nSampling token 442 from frame 1\r\nSampling token 443 from frame 1\r\nSampling token 444 from frame 1\r\nSampling token 445 from frame 1\r\nSampling token 446 from frame 1\r\nSampling token 447 from frame 1\r\nSampling token 448 from frame 1\r\nSampling token 449 from frame 1\r\nSampling token 450 from frame 1\r\nSampling token 451 from frame 1\r\nSampling token 452 from frame 1\r\nSampling token 453 from frame 1\r\nSampling token 454 from frame 1\r\nSampling token 455 from frame 1\r\nSampling token 456 from frame 1\r\nSampling token 457 from frame 1\r\nSampling token 458 from frame 1\r\nSampling token 459 from frame 1\r\nSampling token 460 from frame 1\r\nSampling token 461 from frame 1\r\nSampling token 462 from frame 1\r\nSampling token 463 from frame 1\r\nSampling token 464 from frame 1\r\nSampling token 465 from frame 1\r\nSampling token 466 from frame 1\r\nSampling token 467 from frame 1\r\nSampling token 468 from frame 1\r\nSampling token 469 from frame 1\r\nSampling token 470 from frame 1\r\nSampling token 471 from frame 1\r\nSampling token 472 from frame 1\r\nSampling token 473 from frame 1\r\nSampling token 474 from frame 1\r\nSampling token 475 from frame 1\r\nSampling token 476 from frame 1\r\nSampling token 477 from frame 1\r\nSampling token 478 from frame 1\r\nSampling token 479 from frame 1\r\nSampling token 480 from frame 1\r\nSampling token 481 from frame 1\r\nSampling token 482 from frame 1\r\nSampling token 483 from frame 1\r\nSampling token 484 from frame 1\r\nSampling token 485 from frame 1\r\nSampling token 486 from frame 1\r\nSampling token 487 from frame 1\r\nSampling token 488 from frame 1\r\nSampling token 489 from frame 1\r\nSampling token 490 from frame 1\r\nSampling token 491 from frame 1\r\nSampling token 492 from frame 1\r\nSampling token 493 from frame 1\r\nSampling token 494 from frame 1\r\nSampling token 495 from frame 1\r\nSampling token 496 from frame 1\r\nSampling token 497 from frame 1\r\nSampling token 498 from frame 1\r\nSampling token 499 from frame 1\r\nSampling token 500 from frame 1\r\nSampling token 501 from frame 1\r\nSampling token 502 from frame 1\r\nSampling token 503 from frame 1\r\nSampling token 504 from frame 1\r\nSampling token 505 from frame 1\r\nSampling token 506 from frame 1\r\nSampling token 507 from frame 1\r\nSampling token 508 from frame 1\r\nSampling token 509 from frame 1\r\nSampling token 510 from frame 1\r\nSampling token 511 from frame 1\r\nSampling token 512 from frame 1\r\nSampling token 513 from frame 1\r\n
| null |
terminal_output
|
681
| 2,414,675
|
TERMINAL
| 0
| 0
|
Sampling token 514 from frame 1\r\nSampling token 515 from frame 1\r\nSampling token 516 from frame 1\r\nSampling token 517 from frame 1\r\nSampling token 518 from frame 1\r\nSampling token 519 from frame 1\r\nSampling token 520 from frame 1\r\nSampling token 521 from frame 1\r\nSampling token 522 from frame 1\r\nSampling token 523 from frame 1\r\nSampling token 524 from frame 1\r\nSampling token 525 from frame 1\r\nSampling token 526 from frame 1\r\nSampling token 527 from frame 1\r\nSampling token 528 from frame 1\r\nSampling token 529 from frame 1\r\nSampling token 530 from frame 1\r\nSampling token 531 from frame 1\r\nSampling token 532 from frame 1\r\nSampling token 533 from frame 1\r\nSampling token 534 from frame 1\r\nSampling token 535 from frame 1\r\nSampling token 536 from frame 1\r\nSampling token 537 from frame 1\r\nSampling token 538 from frame 1\r\nSampling token 539 from frame 1\r\nSampling token 540 from frame 1\r\nSampling token 541 from frame 1\r\nSampling token 542 from frame 1\r\nSampling token 543 from frame 1\r\nSampling token 544 from frame 1\r\nSampling token 545 from frame 1\r\nSampling token 546 from frame 1\r\nSampling token 547 from frame 1\r\nSampling token 548 from frame 1\r\nSampling token 549 from frame 1\r\nSampling token 550 from frame 1\r\nSampling token 551 from frame 1\r\nSampling token 552 from frame 1\r\nSampling token 553 from frame 1\r\nSampling token 554 from frame 1\r\nSampling token 555 from frame 1\r\nSampling token 556 from frame 1\r\nSampling token 557 from frame 1\r\nSampling token 558 from frame 1\r\nSampling token 559 from frame 1\r\nSampling token 560 from frame 1\r\nSampling token 561 from frame 1\r\nSampling token 562 from frame 1\r\nSampling token 563 from frame 1\r\nSampling token 564 from frame 1\r\nSampling token 565 from frame 1\r\nSampling token 566 from frame 1\r\nSampling token 567 from frame 1\r\nSampling token 568 from frame 1\r\nSampling token 569 from frame 1\r\nSampling token 570 from frame 1\r\nSampling token 571 from frame 1\r\nSampling token 572 from frame 1\r\nSampling token 573 from frame 1\r\nSampling token 574 from frame 1\r\nSampling token 575 from frame 1\r\nSampling token 576 from frame 1\r\nSampling token 577 from frame 1\r\nSampling token 578 from frame 1\r\nSampling token 579 from frame 1\r\nSampling token 580 from frame 1\r\nSampling token 581 from frame 1\r\nSampling token 582 from frame 1\r\nSampling token 583 from frame 1\r\nSampling token 584 from frame 1\r\nSampling token 585 from frame 1\r\nSampling token 586 from frame 1\r\nSampling token 587 from frame 1\r\nSampling token 588 from frame 1\r\nSampling token 589 from frame 1\r\nSampling token 590 from frame 1\r\nSampling token 591 from frame 1\r\nSampling token 592 from frame 1\r\nSampling token 593 from frame 1\r\nSampling token 594 from frame 1\r\nSampling token 595 from frame 1\r\nSampling token 596 from frame 1\r\nSampling token 597 from frame 1\r\nSampling token 598 from frame 1\r\nSampling token 599 from frame 1\r\nSampling token 600 from frame 1\r\nSampling token 601 from frame 1\r\nSampling token 602 from frame 1\r\nSampling token 603 from frame 1\r\nSampling token 604 from frame 1\r\nSampling token 605 from frame 1\r\nSampling token 606 from frame 1\r\nSampling token 607 from frame 1\r\nSampling token 608 from frame 1\r\nSampling token 609 from frame 1\r\nSampling token 610 from frame 1\r\nSampling token 611 from frame 1\r\nSampling token 612 from frame 1\r\nSampling token 613 from frame 1\r\nSampling token 614 from frame 1\r\nSampling token 615 from frame 1\r\nSampling token 616 from frame 1\r\nSampling token 617 from frame 1\r\nSampling token 618 from frame 1\r\nSampling token 619 from frame 1\r\nSampling token 620 from frame 1\r\nSampling token 621 from frame 1\r\nSampling token 622 from frame 1\r\nSampling token 623 from frame 1\r\nSampling token 624 from frame 1\r\nSampling token 625 from frame 1\r\nSampling token 626 from frame 1\r\nSampling token 627 from frame 1\r\nSampling token 628 from frame 1\r\nSampling token 629 from frame 1\r\nSampling token 630 from frame 1\r\nSampling token 631 from frame 1\r\nSampling token 632 from frame 1\r\nSampling token 633 from frame 1\r\nSampling token 634 from frame 1\r\nSampling token 635 from frame 1\r\nSampling token 636 from frame 1\r\nSampling token 637 from frame 1\r\nSampling token 638 from frame 1\r\nSampling token 639 from frame 1\r\nSampling token 640 from frame 1\r\nSampling token 641 from frame 1\r\nSampling token 642 from frame 1\r\nSampling token 643 from frame 1\r\nSampling token 644 from frame 1\r\nSampling token 645 from frame 1\r\nSampling token 646 from frame 1\r\nSampling token 647 from frame 1\r\nSampling token 648 from frame 1\r\nSampling token 649 from frame 1\r\nSampling token 650 from frame 1\r\nSampling token 651 from frame 1\r\nSampling token 652 from frame 1\r\nSampling token 653 from frame 1\r\nSampling token 654 from frame 1\r\nSampling token 655 from frame 1\r\nSampling token 656 from frame 1\r\nSampling token 657 from frame 1\r\nSampling token 658 from frame 1\r\nSampling token 659 from frame 1\r\nSampling token 660 from frame 1\r\nSampling token 661 from frame 1\r\nSampling token 662 from frame 1\r\nSampling token 663 from frame 1\r\nSampling token 664 from frame 1\r\nSampling token 665 from frame 1\r\nSampling token 666 from frame 1\r\nSampling token 667 from frame 1\r\nSampling token 668 from frame 1\r\nSampling token 669 from frame 1\r\nSampling token 670 from frame 1\r\nSampling token 671 from frame 1\r\nSampling token 672 from frame 1\r\nSampling token 673 from frame 1\r\nSampling token 674 from frame 1\r\nSampling token 675 from frame 1\r\nSampling token 676 from frame 1\r\nSampling token 677 from frame 1\r\nSampling token 678 from frame 1\r\nSampling token 679 from frame 1\r\nSampling token 680 from frame 1\r\nSampling token 681 from frame 1\r\nSampling token 682 from frame 1\r\nSampling token 683 from frame 1\r\nSampling token 684 from frame 1\r\nSampling token 685 from frame 1\r\nSampling token 686 from frame 1\r\nSampling token 687 from frame 1\r\nSampling token 688 from frame 1\r\nSampling token 689 from frame 1\r\nSampling token 690 from frame 1\r\nSampling token 691 from frame 1\r\nSampling token 692 from frame 1\r\nSampling token 693 from frame 1\r\nSampling token 694 from frame 1\r\nSampling token 695 from frame 1\r\nSampling token 696 from frame 1\r\nSampling token 697 from frame 1\r\nSampling token 698 from frame 1\r\nSampling token 699 from frame 1\r\nSampling token 700 from frame 1\r\nSampling token 701 from frame 1\r\nSampling token 702 from frame 1\r\nSampling token 703 from frame 1\r\nSampling token 704 from frame 1\r\nSampling token 705 from frame 1\r\nSampling token 706 from frame 1\r\nSampling token 707 from frame 1\r\nSampling token 708 from frame 1\r\nSampling token 709 from frame 1\r\nSampling token 710 from frame 1\r\nSampling token 711 from frame 1\r\nSampling token 712 from frame 1\r\nSampling token 713 from frame 1\r\nSampling token 714 from frame 1\r\nSampling token 715 from frame 1\r\nSampling token 716 from frame 1\r\nSampling token 717 from frame 1\r\nSampling token 718 from frame 1\r\nSampling token 719 from frame 1\r\nSampling token 720 from frame 1\r\nSampling token 721 from frame 1\r\nSampling token 722 from frame 1\r\nSampling token 723 from frame 1\r\nSampling token 724 from frame 1\r\nSampling token 725 from frame 1\r\nSampling token 726 from frame 1\r\nSampling token 727 from frame 1\r\nSampling token 728 from frame 1\r\nSampling token 729 from frame 1\r\nSampling token 730 from frame 1\r\nSampling token 731 from frame 1\r\nSampling token 732 from frame 1\r\nSampling token 733 from frame 1\r\nSampling token 734 from frame 1\r\nSampling token 735 from frame 1\r\nSampling token 736 from frame 1\r\nSampling token 737 from frame 1\r\nSampling token 738 from frame 1\r\nSampling token 739 from frame 1\r\nSampling token 740 from frame 1\r\nSampling token 741 from frame 1\r\nSampling token 742 from frame 1\r\nSampling token 743 from frame 1\r\nSampling token 744 from frame 1\r\nSampling token 745 from frame 1\r\nSampling token 746 from frame 1\r\nSampling token 747 from frame 1\r\nSampling token 748 from frame 1\r\nSampling token 749 from frame 1\r\nSampling token 750 from frame 1\r\nSampling token 751 from frame 1\r\nSampling token 752 from frame 1\r\nSampling token 753 from frame 1\r\nSampling token 754 from frame 1\r\nSampling token 755 from frame 1\r\nSampling token 756 from frame 1\r\nSampling token 757 from frame 1\r\nSampling token 758 from frame 1\r\nSampling token 759 from frame 1\r\nSampling token 760 from frame 1\r\nSampling token 761 from frame 1\r\nSampling token 762 from frame 1\r\nSampling token 763 from frame 1\r\nSampling token 764 from frame 1\r\nSampling token 765 from frame 1\r\nSampling token 766 from frame 1\r\nSampling token 767 from frame 1\r\nSampling token 768 from frame 1\r\nSampling token 769 from frame 1\r\n
| null |
terminal_output
|
682
| 2,449,159
|
TERMINAL
| 0
| 0
|
Sampling token 770 from frame 1\r\nSampling token 771 from frame 1\r\nSampling token 772 from frame 1\r\nSampling token 773 from frame 1\r\nSampling token 774 from frame 1\r\nSampling token 775 from frame 1\r\nSampling token 776 from frame 1\r\nSampling token 777 from frame 1\r\nSampling token 778 from frame 1\r\nSampling token 779 from frame 1\r\nSampling token 780 from frame 1\r\nSampling token 781 from frame 1\r\nSampling token 782 from frame 1\r\nSampling token 783 from frame 1\r\nSampling token 784 from frame 1\r\nSampling token 785 from frame 1\r\nSampling token 786 from frame 1\r\nSampling token 787 from frame 1\r\nSampling token 788 from frame 1\r\nSampling token 789 from frame 1\r\nSampling token 790 from frame 1\r\nSampling token 791 from frame 1\r\nSampling token 792 from frame 1\r\nSampling token 793 from frame 1\r\nSampling token 794 from frame 1\r\nSampling token 795 from frame 1\r\nSampling token 796 from frame 1\r\nSampling token 797 from frame 1\r\nSampling token 798 from frame 1\r\nSampling token 799 from frame 1\r\nSampling token 800 from frame 1\r\nSampling token 801 from frame 1\r\nSampling token 802 from frame 1\r\nSampling token 803 from frame 1\r\nSampling token 804 from frame 1\r\nSampling token 805 from frame 1\r\nSampling token 806 from frame 1\r\nSampling token 807 from frame 1\r\nSampling token 808 from frame 1\r\nSampling token 809 from frame 1\r\nSampling token 810 from frame 1\r\nSampling token 811 from frame 1\r\nSampling token 812 from frame 1\r\nSampling token 813 from frame 1\r\nSampling token 814 from frame 1\r\nSampling token 815 from frame 1\r\nSampling token 816 from frame 1\r\nSampling token 817 from frame 1\r\nSampling token 818 from frame 1\r\nSampling token 819 from frame 1\r\nSampling token 820 from frame 1\r\nSampling token 821 from frame 1\r\nSampling token 822 from frame 1\r\nSampling token 823 from frame 1\r\nSampling token 824 from frame 1\r\nSampling token 825 from frame 1\r\nSampling token 826 from frame 1\r\nSampling token 827 from frame 1\r\nSampling token 828 from frame 1\r\nSampling token 829 from frame 1\r\nSampling token 830 from frame 1\r\nSampling token 831 from frame 1\r\nSampling token 832 from frame 1\r\nSampling token 833 from frame 1\r\nSampling token 834 from frame 1\r\nSampling token 835 from frame 1\r\nSampling token 836 from frame 1\r\nSampling token 837 from frame 1\r\nSampling token 838 from frame 1\r\nSampling token 839 from frame 1\r\nSampling token 840 from frame 1\r\nSampling token 841 from frame 1\r\nSampling token 842 from frame 1\r\nSampling token 843 from frame 1\r\nSampling token 844 from frame 1\r\nSampling token 845 from frame 1\r\nSampling token 846 from frame 1\r\nSampling token 847 from frame 1\r\nSampling token 848 from frame 1\r\nSampling token 849 from frame 1\r\nSampling token 850 from frame 1\r\nSampling token 851 from frame 1\r\nSampling token 852 from frame 1\r\nSampling token 853 from frame 1\r\nSampling token 854 from frame 1\r\nSampling token 855 from frame 1\r\nSampling token 856 from frame 1\r\nSampling token 857 from frame 1\r\nSampling token 858 from frame 1\r\nSampling token 859 from frame 1\r\nSampling token 860 from frame 1\r\nSampling token 861 from frame 1\r\nSampling token 862 from frame 1\r\nSampling token 863 from frame 1\r\nSampling token 864 from frame 1\r\nSampling token 865 from frame 1\r\nSampling token 866 from frame 1\r\nSampling token 867 from frame 1\r\nSampling token 868 from frame 1\r\nSampling token 869 from frame 1\r\nSampling token 870 from frame 1\r\nSampling token 871 from frame 1\r\nSampling token 872 from frame 1\r\nSampling token 873 from frame 1\r\nSampling token 874 from frame 1\r\nSampling token 875 from frame 1\r\nSampling token 876 from frame 1\r\nSampling token 877 from frame 1\r\nSampling token 878 from frame 1\r\nSampling token 879 from frame 1\r\nSampling token 880 from frame 1\r\nSampling token 881 from frame 1\r\nSampling token 882 from frame 1\r\nSampling token 883 from frame 1\r\nSampling token 884 from frame 1\r\nSampling token 885 from frame 1\r\nSampling token 886 from frame 1\r\nSampling token 887 from frame 1\r\nSampling token 888 from frame 1\r\nSampling token 889 from frame 1\r\nSampling token 890 from frame 1\r\nSampling token 891 from frame 1\r\nSampling token 892 from frame 1\r\nSampling token 893 from frame 1\r\nSampling token 894 from frame 1\r\nSampling token 895 from frame 1\r\nSampling token 896 from frame 1\r\nSampling token 897 from frame 1\r\nSampling token 898 from frame 1\r\nSampling token 899 from frame 1\r\nSampling token 900 from frame 1\r\nSampling token 901 from frame 1\r\nSampling token 902 from frame 1\r\nSampling token 903 from frame 1\r\nSampling token 904 from frame 1\r\nSampling token 905 from frame 1\r\nSampling token 906 from frame 1\r\nSampling token 907 from frame 1\r\nSampling token 908 from frame 1\r\nSampling token 909 from frame 1\r\nSampling token 910 from frame 1\r\nSampling token 911 from frame 1\r\nSampling token 912 from frame 1\r\nSampling token 913 from frame 1\r\nSampling token 914 from frame 1\r\nSampling token 915 from frame 1\r\nSampling token 916 from frame 1\r\nSampling token 917 from frame 1\r\nSampling token 918 from frame 1\r\nSampling token 919 from frame 1\r\nautoreg sampling done. calculating ssim and saving video\r\nSSIM: 0.6751664876937866\r\n
| null |
terminal_output
|
683
| 2,451,443
|
TERMINAL
| 0
| 0
|
]0;mahajanm@node17: /usr/stud/mahajanm/Projects/jafar[?2004h(jafar) ]0;mahajanm@node17: ~/Projects/jafar[01;32mmahajanm@node17[00m:[01;34m~/Projects/jafar[00m$
| null |
terminal_output
|
684
| 2,626,680
|
TERMINAL
| 0
| 0
|
[A
| null |
terminal_output
|
685
| 2,627,254
|
TERMINAL
| 0
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1:39:45 PM [info] Activating crowd-code\n1:39:45 PM [info] Recording started\n1:39:45 PM [info] Initializing git provider using file system watchers...\n1:39:45 PM [info] Git repository found\n1:39:45 PM [info] Git provider initialized successfully\n1:39:45 PM [info] Initial git state: [object Object]\n
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import os\nimport imageio\nimport random\nimport pickle\nfrom typing import List, Tuple, Dict, Any, Iterator\n\nimport numpy as np\nimport tensorflow as tf\n\n# Reserve GPU memory for JAX only if tensorflow is built with GPU support\ntry:\n tf.config.experimental.set_visible_devices([], "GPU")\nexcept tf.errors.NotFoundError:\n pass\n\n# --- TFRecord parsing utilities ---\n\ndef _parse_tfrecord_fn(example_proto, image_h, image_w, image_c):\n feature_description = {\n "height": tf.io.FixedLenFeature([], tf.int64),\n "width": tf.io.FixedLenFeature([], tf.int64),\n "channels": tf.io.FixedLenFeature([], tf.int64),\n "sequence_length": tf.io.FixedLenFeature([], tf.int64),\n "raw_video": tf.io.FixedLenFeature([], tf.string),\n }\n example = tf.io.parse_single_example(example_proto, feature_description)\n video_shape = (example["sequence_length"], image_h, image_w, image_c)\n episode_tensor = tf.io.decode_raw(example["raw_video"], out_type=tf.uint8)\n episode_tensor = tf.reshape(episode_tensor, video_shape)\n episode_tensor = tf.ensure_shape(episode_tensor, [None, image_h, image_w, image_c])\n return episode_tensor, int(example["sequence_length"].numpy())\n\ndef _tf_process_episode(episode_tensor, start_idx, seq_len, image_h, image_w, image_c):\n seq = episode_tensor[start_idx : start_idx + seq_len]\n seq = tf.cast(seq, tf.float32) / 255.0\n processed_sequence = tf.reshape(seq, [seq_len, image_h, image_w, image_c])\n return processed_sequence.numpy()\n\n# --- Episode length caching ---\n\ndef get_lengths_cache_path(tfrecord_path: str) -> str:\n return tfrecord_path + ".lengths"\n\ndef compute_and_cache_episode_lengths(\n tfrecord_path: str, image_h: int, image_w: int, image_c: int\n) -> List[int]:\n """\n Returns a list of episode lengths for the given TFRecord file.\n Caches the result in a .lengths file next to the TFRecord.\n """\n cache_path = get_lengths_cache_path(tfrecord_path)\n if os.path.exists(cache_path):\n with open(cache_path, "rb") as f:\n return pickle.load(f)\n # Compute episode lengths\n episode_lengths = []\n for record in tf.data.TFRecordDataset([tfrecord_path]):\n _, seq_len = _parse_tfrecord_fn(record, image_h, image_w, image_c)\n episode_lengths.append(seq_len)\n with open(cache_path, "wb") as f:\n pickle.dump(episode_lengths, f)\n return episode_lengths\n\ndef get_all_episode_lengths(\n tfrecord_paths: List[str], image_h: int, image_w: int, image_c: int\n) -> Dict[str, List[int]]:\n """\n Returns a dict mapping tfrecord_path -> list of episode lengths.\n """\n lengths = {}\n for path in tfrecord_paths:\n print(f"Computing/loading episode lengths for: {path}")\n lengths[path] = compute_and_cache_episode_lengths(path, image_h, image_w, image_c)\n print(f"Found {len(lengths[path])} episodes in {path}")\n return lengths\n\n# --- Index generation for epochs ---\n\ndef make_epoch_indices(\n tfrecord_paths: List[str],\n seq_len: int,\n episode_lengths: Dict[str, List[int]],\n rng: random.Random,\n) -> List[Tuple[str, int, int]]:\n """\n Returns a shuffled list of (tfrecord_path, episode_idx, start_idx) for one epoch.\n """\n epoch_indices = []\n shuffled_files = list(tfrecord_paths)\n rng.shuffle(shuffled_files)\n for path in shuffled_files:\n ep_lengths = episode_lengths[path]\n for ep_idx, ep_len in enumerate(ep_lengths):\n if ep_len < seq_len:\n continue # skip too-short episodes\n valid_starts = list(range(ep_len - seq_len + 1))\n rng.shuffle(valid_starts)\n for start in valid_starts:\n epoch_indices.append((path, ep_idx, start))\n return epoch_indices\n\n# --- Data generator ---\n\ndef data_generator(\n epoch_indices: List[Tuple[str, int, int]],\n seq_len: int,\n image_h: int,\n image_w: int,\n image_c: int,\n) -> Iterator[np.ndarray]:\n """\n Yields processed video sequences as numpy arrays.\n """\n last_path = None\n episode_dataset = None\n for path, ep_idx, start_idx in epoch_indices:\n # Only open a new dataset if the file changes\n if path != last_path:\n episode_dataset = list(tf.data.TFRecordDataset([path]))\n last_path = path\n record = episode_dataset[ep_idx]\n episode_tensor, _ = _parse_tfrecord_fn(record, image_h, image_w, image_c)\n seq = _tf_process_episode(episode_tensor, start_idx, seq_len, image_h, image_w, image_c)\n yield seq\n\ndef batcher(iterator: Iterator[Any], batch_size: int) -> Iterator[np.ndarray]:\n """\n Groups items from iterator into batches of size batch_size.\n """\n batch = []\n for item in iterator:\n batch.append(item)\n if len(batch) == batch_size:\n yield np.stack(batch)\n batch = []\n if batch:\n yield np.stack(batch)\n\n# --- Main dataloader interface ---\n\nclass EpochDataLoader:\n def __init__(\n self,\n tfrecord_paths: List[str],\n seq_len: int,\n batch_size: int,\n image_h: int,\n image_w: int,\n image_c: int,\n seed: int = 42,\n ):\n self.tfrecord_paths = tfrecord_paths\n self.seq_len = seq_len\n self.batch_size = batch_size\n self.image_h = image_h\n self.image_w = image_w\n self.image_c = image_c\n self.seed = seed\n self.rng = random.Random(seed)\n self.episode_lengths = get_all_episode_lengths(\n tfrecord_paths, image_h, image_w, image_c\n )\n self.epoch = 0\n\n def __iter__(self):\n self.epoch += 1\n # Use a different seed per epoch for reproducibility\n epoch_rng = random.Random(self.seed + self.epoch)\n epoch_indices = make_epoch_indices(\n self.tfrecord_paths,\n self.seq_len,\n self.episode_lengths,\n epoch_rng,\n )\n return batcher(\n data_generator(\n epoch_indices,\n self.seq_len,\n self.image_h,\n self.image_w,\n self.image_c,\n ),\n self.batch_size,\n )\n\n# --- Example usage ---\n\nif __name__ == "__main__":\n import jax\n\n class Args:\n seq_len = 16\n image_channels = 3\n image_height = 90\n image_width = 160\n batch_size = 1\n data_dir = "/storage/user/mahajanm/Projects/world-modeling/knoms_tfrecords_500/"\n\n args = Args()\n\n tfrecord_files = [\n os.path.join(args.data_dir, x)\n for x in os.listdir(args.data_dir)\n if x.endswith(".tfrecord")\n ]\n print(f"Found {len(tfrecord_files)} tfrecord files.")\n\n dataloader = EpochDataLoader(\n tfrecord_files,\n args.seq_len,\n args.batch_size,\n args.image_height,\n args.image_width,\n args.image_channels,\n )\n\n # Example: iterate through one epoch\n for batch in dataloader:\n print("Batch shape:", batch.shape)\n img = (batch[0, 0] * 255).astype(np.uint8) # first image in the batch (batch, seq, h, w, c)\n imageio.imwrite("sampled.png", img)\n break # Remove this break to iterate through the whole epoch
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|
38
| 231,662
|
utils/dataloader_new.py
| 5,625
| 0
| null |
python
|
selection_mouse
|
39
| 231,664
|
utils/dataloader_new.py
| 5,624
| 0
| null |
python
|
selection_command
|
40
| 236,239
|
utils/dataloader_new.py
| 24
| 0
| null |
python
|
selection_mouse
|
41
| 236,241
|
utils/dataloader_new.py
| 10
| 41
| null |
python
|
content
|
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