Upload position_ids_debug.ipynb with huggingface_hub
Browse files- position_ids_debug.ipynb +763 -675
position_ids_debug.ipynb
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@@ -293,15 +293,15 @@
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},
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{
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"cell_type": "code",
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"execution_count":
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"id": "039f1456-ffa4-40b2-8ba1-a0cd5f74733e",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2026-03-
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"iopub.status.busy": "2026-03-
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"iopub.status.idle": "2026-03-
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"shell.execute_reply": "2026-03-
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"shell.execute_reply.started": "2026-03-
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},
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"scrolled": true
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},
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"name": "stdout",
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"output_type": "stream",
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|
| 971 |
]
|
| 972 |
}
|
| 973 |
],
|
| 974 |
"source": [
|
| 975 |
"cos_reshaped = cos.squeeze(0).squeeze(0)\n",
|
|
|
|
|
|
|
| 976 |
"for idx, tensor in enumerate(cos_reshaped):\n",
|
| 977 |
-
" print(idx, tensor.shape)\n",
|
| 978 |
" # print(tensor[16:40].flatten().tolist())\n",
|
| 979 |
-
"
|
| 980 |
-
" print(f\"
|
| 981 |
-
" continue\n",
|
| 982 |
-
" else:\n",
|
| 983 |
-
" print(f\" [0:16] {tensor[0:16].min()} {tensor[0:16].max()}\")\n",
|
| 984 |
-
" print(f\" [16:40] {tensor[16:40].min()} {tensor[16:40].max()}\")\n",
|
| 985 |
-
" print(f\" [40:64] {tensor[40:64].min()} {tensor[40:64].max()}\")\n",
|
| 986 |
-
" print(f\" [64:80] {tensor[64:80].min()} {tensor[64:80].max()}\")\n",
|
| 987 |
-
" print(f\" [80:104] {tensor[80:104].min()} {tensor[80:104].max()}\")\n",
|
| 988 |
-
" print(f\" [104:128] {tensor[104:128].min()} {tensor[104:128].max()}\")"
|
| 989 |
]
|
| 990 |
},
|
| 991 |
{
|
|
|
|
| 293 |
},
|
| 294 |
{
|
| 295 |
"cell_type": "code",
|
| 296 |
+
"execution_count": 19,
|
| 297 |
"id": "039f1456-ffa4-40b2-8ba1-a0cd5f74733e",
|
| 298 |
"metadata": {
|
| 299 |
"execution": {
|
| 300 |
+
"iopub.execute_input": "2026-03-25T09:39:03.854302Z",
|
| 301 |
+
"iopub.status.busy": "2026-03-25T09:39:03.854035Z",
|
| 302 |
+
"iopub.status.idle": "2026-03-25T09:39:03.944941Z",
|
| 303 |
+
"shell.execute_reply": "2026-03-25T09:39:03.944353Z",
|
| 304 |
+
"shell.execute_reply.started": "2026-03-25T09:39:03.854284Z"
|
| 305 |
},
|
| 306 |
"scrolled": true
|
| 307 |
},
|
|
|
|
| 310 |
"name": "stdout",
|
| 311 |
"output_type": "stream",
|
| 312 |
"text": [
|
| 313 |
+
"\n",
|
| 314 |
+
" 0 torch.Size([128])\n",
|
| 315 |
+
" [ 0: 16] - 16 | [1.0, 1.0]\n",
|
| 316 |
+
" [ 16: 40] - 24 | [1.0, 1.0]\n",
|
| 317 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 318 |
+
" [ 64: 80] - 16 | [1.0, 1.0]\n",
|
| 319 |
+
" [ 80:104] - 24 | [1.0, 1.0]\n",
|
| 320 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 321 |
+
"\n",
|
| 322 |
+
" 1 torch.Size([128])\n",
|
| 323 |
+
" [ 0: 16] - 0 | [0.54052734375, 0.9990234375]\n",
|
| 324 |
+
" [ 16: 40] - 22 | [0.99951171875, 1.0]\n",
|
| 325 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 326 |
+
" [ 64: 80] - 0 | [0.54052734375, 0.9990234375]\n",
|
| 327 |
+
" [ 80:104] - 22 | [0.99951171875, 1.0]\n",
|
| 328 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 329 |
+
"\n",
|
| 330 |
+
" 2 torch.Size([128])\n",
|
| 331 |
+
" [ 0: 16] - 0 | [-0.416259765625, 0.9970703125]\n",
|
| 332 |
+
" [ 16: 40] - 19 | [0.998046875, 1.0]\n",
|
| 333 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 334 |
+
" [ 64: 80] - 0 | [-0.416259765625, 0.9970703125]\n",
|
| 335 |
+
" [ 80:104] - 19 | [0.998046875, 1.0]\n",
|
| 336 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 337 |
+
"\n",
|
| 338 |
+
" 3 torch.Size([128])\n",
|
| 339 |
+
" [ 0: 16] - 0 | [-0.990234375, 0.9931640625]\n",
|
| 340 |
+
" [ 16: 40] - 17 | [0.99560546875, 1.0]\n",
|
| 341 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 342 |
+
" [ 64: 80] - 0 | [-0.990234375, 0.9931640625]\n",
|
| 343 |
+
" [ 80:104] - 17 | [0.99560546875, 1.0]\n",
|
| 344 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 345 |
+
"\n",
|
| 346 |
+
" 4 torch.Size([128])\n",
|
| 347 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 348 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 349 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 350 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 351 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 352 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 353 |
+
"\n",
|
| 354 |
+
" 5 torch.Size([128])\n",
|
| 355 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 356 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 357 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 358 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 359 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 360 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 361 |
+
"\n",
|
| 362 |
+
" 6 torch.Size([128])\n",
|
| 363 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 364 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 365 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 366 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 367 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 368 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 369 |
+
"\n",
|
| 370 |
+
" 7 torch.Size([128])\n",
|
| 371 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 372 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 373 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 374 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 375 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 376 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 377 |
+
"\n",
|
| 378 |
+
" 8 torch.Size([128])\n",
|
| 379 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 380 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 381 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 382 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 383 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 384 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 385 |
+
"\n",
|
| 386 |
+
" 9 torch.Size([128])\n",
|
| 387 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 388 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 389 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 390 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 391 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 392 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 393 |
+
"\n",
|
| 394 |
+
" 10 torch.Size([128])\n",
|
| 395 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 396 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 397 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 398 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 399 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 400 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 401 |
+
"\n",
|
| 402 |
+
" 11 torch.Size([128])\n",
|
| 403 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 404 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 405 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 406 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 407 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 408 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 409 |
+
"\n",
|
| 410 |
+
" 12 torch.Size([128])\n",
|
| 411 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 412 |
+
" [ 16: 40] - 15 | [0.9921875, 1.0]\n",
|
| 413 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 414 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 415 |
+
" [ 80:104] - 15 | [0.9921875, 1.0]\n",
|
| 416 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 417 |
+
"\n",
|
| 418 |
+
" 13 torch.Size([128])\n",
|
| 419 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 420 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 421 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 422 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 423 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 424 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 425 |
+
"\n",
|
| 426 |
+
" 14 torch.Size([128])\n",
|
| 427 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 428 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 429 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 430 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 431 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 432 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 433 |
+
"\n",
|
| 434 |
+
" 15 torch.Size([128])\n",
|
| 435 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 436 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 437 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 438 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 439 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 440 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 441 |
+
"\n",
|
| 442 |
+
" 16 torch.Size([128])\n",
|
| 443 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 444 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 445 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 446 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 447 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 448 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 449 |
+
"\n",
|
| 450 |
+
" 17 torch.Size([128])\n",
|
| 451 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 452 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 453 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 454 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 455 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 456 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 457 |
+
"\n",
|
| 458 |
+
" 18 torch.Size([128])\n",
|
| 459 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 460 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 461 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 462 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 463 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 464 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 465 |
+
"\n",
|
| 466 |
+
" 19 torch.Size([128])\n",
|
| 467 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 468 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 469 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 470 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 471 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 472 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 473 |
+
"\n",
|
| 474 |
+
" 20 torch.Size([128])\n",
|
| 475 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 476 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 477 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 478 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 479 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 480 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 481 |
+
"\n",
|
| 482 |
+
" 21 torch.Size([128])\n",
|
| 483 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 484 |
+
" [ 16: 40] - 14 | [0.9873046875, 1.0]\n",
|
| 485 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 486 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 487 |
+
" [ 80:104] - 14 | [0.9873046875, 1.0]\n",
|
| 488 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 489 |
+
"\n",
|
| 490 |
+
" 22 torch.Size([128])\n",
|
| 491 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 492 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 493 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 494 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 495 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 496 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 497 |
+
"\n",
|
| 498 |
+
" 23 torch.Size([128])\n",
|
| 499 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 500 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 501 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 502 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 503 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 504 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 505 |
+
"\n",
|
| 506 |
+
" 24 torch.Size([128])\n",
|
| 507 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 508 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 509 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 510 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 511 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 512 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 513 |
+
"\n",
|
| 514 |
+
" 25 torch.Size([128])\n",
|
| 515 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 516 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 517 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 518 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 519 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 520 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 521 |
+
"\n",
|
| 522 |
+
" 26 torch.Size([128])\n",
|
| 523 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 524 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 525 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 526 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 527 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 528 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 529 |
+
"\n",
|
| 530 |
+
" 27 torch.Size([128])\n",
|
| 531 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 532 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 533 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 534 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 535 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 536 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 537 |
+
"\n",
|
| 538 |
+
" 28 torch.Size([128])\n",
|
| 539 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 540 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 541 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 542 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 543 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 544 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 545 |
+
"\n",
|
| 546 |
+
" 29 torch.Size([128])\n",
|
| 547 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 548 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 549 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 550 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 551 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 552 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 553 |
+
"\n",
|
| 554 |
+
" 30 torch.Size([128])\n",
|
| 555 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 556 |
+
" [ 16: 40] - 14 | [0.98193359375, 1.0]\n",
|
| 557 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 558 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 559 |
+
" [ 80:104] - 14 | [0.98193359375, 1.0]\n",
|
| 560 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 561 |
+
"\n",
|
| 562 |
+
" 31 torch.Size([128])\n",
|
| 563 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 564 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 565 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 566 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 567 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 568 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 569 |
+
"\n",
|
| 570 |
+
" 32 torch.Size([128])\n",
|
| 571 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 572 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 573 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 574 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 575 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 576 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 577 |
+
"\n",
|
| 578 |
+
" 33 torch.Size([128])\n",
|
| 579 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 580 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 581 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 582 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 583 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 584 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 585 |
+
"\n",
|
| 586 |
+
" 34 torch.Size([128])\n",
|
| 587 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 588 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 589 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 590 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 591 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 592 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 593 |
+
"\n",
|
| 594 |
+
" 35 torch.Size([128])\n",
|
| 595 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 596 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 597 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 598 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 599 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 600 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 601 |
+
"\n",
|
| 602 |
+
" 36 torch.Size([128])\n",
|
| 603 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 604 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 605 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 606 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 607 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 608 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 609 |
+
"\n",
|
| 610 |
+
" 37 torch.Size([128])\n",
|
| 611 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 612 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 613 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 614 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 615 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 616 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 617 |
+
"\n",
|
| 618 |
+
" 38 torch.Size([128])\n",
|
| 619 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 620 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 621 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 622 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 623 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 624 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 625 |
+
"\n",
|
| 626 |
+
" 39 torch.Size([128])\n",
|
| 627 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 628 |
+
" [ 16: 40] - 13 | [0.9755859375, 1.0]\n",
|
| 629 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 630 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 631 |
+
" [ 80:104] - 13 | [0.9755859375, 1.0]\n",
|
| 632 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 633 |
+
"\n",
|
| 634 |
+
" 40 torch.Size([128])\n",
|
| 635 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 636 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 637 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 638 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 639 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 640 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 641 |
+
"\n",
|
| 642 |
+
" 41 torch.Size([128])\n",
|
| 643 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 644 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 645 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 646 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 647 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 648 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 649 |
+
"\n",
|
| 650 |
+
" 42 torch.Size([128])\n",
|
| 651 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 652 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 653 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 654 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 655 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 656 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 657 |
+
"\n",
|
| 658 |
+
" 43 torch.Size([128])\n",
|
| 659 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 660 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 661 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 662 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 663 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 664 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 665 |
+
"\n",
|
| 666 |
+
" 44 torch.Size([128])\n",
|
| 667 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 668 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 669 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 670 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 671 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 672 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 673 |
+
"\n",
|
| 674 |
+
" 45 torch.Size([128])\n",
|
| 675 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 676 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 677 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 678 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 679 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 680 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 681 |
+
"\n",
|
| 682 |
+
" 46 torch.Size([128])\n",
|
| 683 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 684 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 685 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 686 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 687 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 688 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 689 |
+
"\n",
|
| 690 |
+
" 47 torch.Size([128])\n",
|
| 691 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 692 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 693 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 694 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 695 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 696 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 697 |
+
"\n",
|
| 698 |
+
" 48 torch.Size([128])\n",
|
| 699 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 700 |
+
" [ 16: 40] - 12 | [0.96826171875, 1.0]\n",
|
| 701 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 702 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 703 |
+
" [ 80:104] - 12 | [0.96826171875, 1.0]\n",
|
| 704 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 705 |
+
"\n",
|
| 706 |
+
" 49 torch.Size([128])\n",
|
| 707 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 708 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 709 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 710 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 711 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 712 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 713 |
+
"\n",
|
| 714 |
+
" 50 torch.Size([128])\n",
|
| 715 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 716 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 717 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 718 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 719 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 720 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 721 |
+
"\n",
|
| 722 |
+
" 51 torch.Size([128])\n",
|
| 723 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 724 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 725 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 726 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 727 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 728 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 729 |
+
"\n",
|
| 730 |
+
" 52 torch.Size([128])\n",
|
| 731 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 732 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 733 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 734 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 735 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 736 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 737 |
+
"\n",
|
| 738 |
+
" 53 torch.Size([128])\n",
|
| 739 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 740 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 741 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 742 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 743 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 744 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 745 |
+
"\n",
|
| 746 |
+
" 54 torch.Size([128])\n",
|
| 747 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 748 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 749 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 750 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 751 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 752 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 753 |
+
"\n",
|
| 754 |
+
" 55 torch.Size([128])\n",
|
| 755 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 756 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 757 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 758 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 759 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 760 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 761 |
+
"\n",
|
| 762 |
+
" 56 torch.Size([128])\n",
|
| 763 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 764 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 765 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 766 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 767 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 768 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 769 |
+
"\n",
|
| 770 |
+
" 57 torch.Size([128])\n",
|
| 771 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 772 |
+
" [ 16: 40] - 12 | [0.9599609375, 1.0]\n",
|
| 773 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 774 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 775 |
+
" [ 80:104] - 12 | [0.9599609375, 1.0]\n",
|
| 776 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 777 |
+
"\n",
|
| 778 |
+
" 58 torch.Size([128])\n",
|
| 779 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 780 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 781 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 782 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 783 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 784 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 785 |
+
"\n",
|
| 786 |
+
" 59 torch.Size([128])\n",
|
| 787 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 788 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 789 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 790 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 791 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 792 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 793 |
+
"\n",
|
| 794 |
+
" 60 torch.Size([128])\n",
|
| 795 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 796 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 797 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 798 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 799 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 800 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 801 |
+
"\n",
|
| 802 |
+
" 61 torch.Size([128])\n",
|
| 803 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 804 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 805 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 806 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 807 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 808 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 809 |
+
"\n",
|
| 810 |
+
" 62 torch.Size([128])\n",
|
| 811 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 812 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 813 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 814 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 815 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 816 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 817 |
+
"\n",
|
| 818 |
+
" 63 torch.Size([128])\n",
|
| 819 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 820 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 821 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 822 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 823 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 824 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 825 |
+
"\n",
|
| 826 |
+
" 64 torch.Size([128])\n",
|
| 827 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 828 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 829 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 830 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 831 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 832 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 833 |
+
"\n",
|
| 834 |
+
" 65 torch.Size([128])\n",
|
| 835 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 836 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 837 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 838 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 839 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 840 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 841 |
+
"\n",
|
| 842 |
+
" 66 torch.Size([128])\n",
|
| 843 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 844 |
+
" [ 16: 40] - 11 | [0.9501953125, 1.0]\n",
|
| 845 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 846 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 847 |
+
" [ 80:104] - 11 | [0.9501953125, 1.0]\n",
|
| 848 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 849 |
+
"\n",
|
| 850 |
+
" 67 torch.Size([128])\n",
|
| 851 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 852 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 853 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 854 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 855 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 856 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 857 |
+
"\n",
|
| 858 |
+
" 68 torch.Size([128])\n",
|
| 859 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 860 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 861 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 862 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 863 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 864 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 865 |
+
"\n",
|
| 866 |
+
" 69 torch.Size([128])\n",
|
| 867 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 868 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 869 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 870 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 871 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 872 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 873 |
+
"\n",
|
| 874 |
+
" 70 torch.Size([128])\n",
|
| 875 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 876 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 877 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 878 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 879 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 880 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 881 |
+
"\n",
|
| 882 |
+
" 71 torch.Size([128])\n",
|
| 883 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 884 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 885 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 886 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 887 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 888 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 889 |
+
"\n",
|
| 890 |
+
" 72 torch.Size([128])\n",
|
| 891 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 892 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 893 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 894 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 895 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 896 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 897 |
+
"\n",
|
| 898 |
+
" 73 torch.Size([128])\n",
|
| 899 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 900 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 901 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 902 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 903 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 904 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 905 |
+
"\n",
|
| 906 |
+
" 74 torch.Size([128])\n",
|
| 907 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 908 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 909 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 910 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 911 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 912 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 913 |
+
"\n",
|
| 914 |
+
" 75 torch.Size([128])\n",
|
| 915 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 916 |
+
" [ 16: 40] - 11 | [0.93994140625, 1.0]\n",
|
| 917 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 918 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 919 |
+
" [ 80:104] - 11 | [0.93994140625, 1.0]\n",
|
| 920 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 921 |
+
"\n",
|
| 922 |
+
" 76 torch.Size([128])\n",
|
| 923 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 924 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 925 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 926 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 927 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 928 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 929 |
+
"\n",
|
| 930 |
+
" 77 torch.Size([128])\n",
|
| 931 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 932 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 933 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 934 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 935 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 936 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 937 |
+
"\n",
|
| 938 |
+
" 78 torch.Size([128])\n",
|
| 939 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 940 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 941 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 942 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 943 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 944 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 945 |
+
"\n",
|
| 946 |
+
" 79 torch.Size([128])\n",
|
| 947 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 948 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 949 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 950 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 951 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 952 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 953 |
+
"\n",
|
| 954 |
+
" 80 torch.Size([128])\n",
|
| 955 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 956 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 957 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 958 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 959 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 960 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 961 |
+
"\n",
|
| 962 |
+
" 81 torch.Size([128])\n",
|
| 963 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 964 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 965 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 966 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 967 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 968 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 969 |
+
"\n",
|
| 970 |
+
" 82 torch.Size([128])\n",
|
| 971 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 972 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 973 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 974 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 975 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 976 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 977 |
+
"\n",
|
| 978 |
+
" 83 torch.Size([128])\n",
|
| 979 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 980 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 981 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 982 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 983 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 984 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 985 |
+
"\n",
|
| 986 |
+
" 84 torch.Size([128])\n",
|
| 987 |
+
" [ 0: 16] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 988 |
+
" [ 16: 40] - 10 | [0.9287109375, 1.0]\n",
|
| 989 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 990 |
+
" [ 64: 80] - 0 | [-0.97314453125, 0.98681640625]\n",
|
| 991 |
+
" [ 80:104] - 10 | [0.9287109375, 1.0]\n",
|
| 992 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 993 |
+
"\n",
|
| 994 |
+
" 85 torch.Size([128])\n",
|
| 995 |
+
" [ 0: 16] - 0 | [-0.962890625, 0.9072265625]\n",
|
| 996 |
+
" [ 16: 40] - 10 | [0.91650390625, 1.0]\n",
|
| 997 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 998 |
+
" [ 64: 80] - 0 | [-0.962890625, 0.9072265625]\n",
|
| 999 |
+
" [ 80:104] - 10 | [0.91650390625, 1.0]\n",
|
| 1000 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1001 |
+
"\n",
|
| 1002 |
+
" 86 torch.Size([128])\n",
|
| 1003 |
+
" [ 0: 16] - 0 | [-0.99853515625, 0.9287109375]\n",
|
| 1004 |
+
" [ 16: 40] - 10 | [0.90380859375, 1.0]\n",
|
| 1005 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1006 |
+
" [ 64: 80] - 0 | [-0.99853515625, 0.9287109375]\n",
|
| 1007 |
+
" [ 80:104] - 10 | [0.90380859375, 1.0]\n",
|
| 1008 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1009 |
+
"\n",
|
| 1010 |
+
" 87 torch.Size([128])\n",
|
| 1011 |
+
" [ 0: 16] - 0 | [-0.98583984375, 0.9990234375]\n",
|
| 1012 |
+
" [ 16: 40] - 9 | [0.8896484375, 1.0]\n",
|
| 1013 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1014 |
+
" [ 64: 80] - 0 | [-0.98583984375, 0.9990234375]\n",
|
| 1015 |
+
" [ 80:104] - 9 | [0.8896484375, 1.0]\n",
|
| 1016 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1017 |
+
"\n",
|
| 1018 |
+
" 88 torch.Size([128])\n",
|
| 1019 |
+
" [ 0: 16] - 0 | [-0.95751953125, 0.94677734375]\n",
|
| 1020 |
+
" [ 16: 40] - 9 | [0.87451171875, 1.0]\n",
|
| 1021 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1022 |
+
" [ 64: 80] - 0 | [-0.95751953125, 0.94677734375]\n",
|
| 1023 |
+
" [ 80:104] - 9 | [0.87451171875, 1.0]\n",
|
| 1024 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1025 |
+
"\n",
|
| 1026 |
+
" 89 torch.Size([128])\n",
|
| 1027 |
+
" [ 0: 16] - 0 | [-0.9931640625, 0.87451171875]\n",
|
| 1028 |
+
" [ 16: 40] - 9 | [0.85888671875, 1.0]\n",
|
| 1029 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1030 |
+
" [ 64: 80] - 0 | [-0.9931640625, 0.87451171875]\n",
|
| 1031 |
+
" [ 80:104] - 9 | [0.85888671875, 1.0]\n",
|
| 1032 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1033 |
+
"\n",
|
| 1034 |
+
" 90 torch.Size([128])\n",
|
| 1035 |
+
" [ 0: 16] - 0 | [-1.0, 0.986328125]\n",
|
| 1036 |
+
" [ 16: 40] - 8 | [0.84228515625, 1.0]\n",
|
| 1037 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1038 |
+
" [ 64: 80] - 0 | [-1.0, 0.986328125]\n",
|
| 1039 |
+
" [ 80:104] - 8 | [0.84228515625, 1.0]\n",
|
| 1040 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1041 |
+
"\n",
|
| 1042 |
+
" 91 torch.Size([128])\n",
|
| 1043 |
+
" [ 0: 16] - 0 | [-0.97216796875, 0.98876953125]\n",
|
| 1044 |
+
" [ 16: 40] - 8 | [0.82470703125, 1.0]\n",
|
| 1045 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1046 |
+
" [ 64: 80] - 0 | [-0.97216796875, 0.98876953125]\n",
|
| 1047 |
+
" [ 80:104] - 8 | [0.82470703125, 1.0]\n",
|
| 1048 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1049 |
+
"\n",
|
| 1050 |
+
" 92 torch.Size([128])\n",
|
| 1051 |
+
" [ 0: 16] - 0 | [-0.96240234375, 0.91259765625]\n",
|
| 1052 |
+
" [ 16: 40] - 8 | [0.806640625, 1.0]\n",
|
| 1053 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1054 |
+
" [ 64: 80] - 0 | [-0.96240234375, 0.91259765625]\n",
|
| 1055 |
+
" [ 80:104] - 8 | [0.806640625, 1.0]\n",
|
| 1056 |
+
" [104:128] - 24 | [1.0, 1.0]\n",
|
| 1057 |
+
"\n",
|
| 1058 |
+
" 93 torch.Size([128])\n",
|
| 1059 |
+
" [ 0: 16] - 0 | [-0.9912109375, 0.861328125]\n",
|
| 1060 |
+
" [ 16: 40] - 8 | [0.78759765625, 1.0]\n",
|
| 1061 |
+
" [ 40: 64] - 24 | [1.0, 1.0]\n",
|
| 1062 |
+
" [ 64: 80] - 0 | [-0.9912109375, 0.861328125]\n",
|
| 1063 |
+
" [ 80:104] - 8 | [0.78759765625, 1.0]\n",
|
| 1064 |
+
" [104:128] - 24 | [1.0, 1.0]\n"
|
| 1065 |
]
|
| 1066 |
}
|
| 1067 |
],
|
| 1068 |
"source": [
|
| 1069 |
"cos_reshaped = cos.squeeze(0).squeeze(0)\n",
|
| 1070 |
+
"ranges = [(0, 16), (16, 40), (40, 64), (64, 80), (80, 104), (104, 128)]\n",
|
| 1071 |
+
"\n",
|
| 1072 |
"for idx, tensor in enumerate(cos_reshaped):\n",
|
| 1073 |
+
" print('\\n', idx, tensor.shape)\n",
|
| 1074 |
" # print(tensor[16:40].flatten().tolist())\n",
|
| 1075 |
+
" for start, end in ranges:\n",
|
| 1076 |
+
" print(f\" [{start :3}:{end :3}] - {(tensor[start:end] == 1.0).sum().item() :2} | [{tensor[start:end].min()}, {tensor[start:end].max()}]\")"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1077 |
]
|
| 1078 |
},
|
| 1079 |
{
|