diff --git "a/qqp_interpol@15000steps/19568982_interpolate_models.out" "b/qqp_interpol@15000steps/19568982_interpolate_models.out" new file mode 100644--- /dev/null +++ "b/qqp_interpol@15000steps/19568982_interpolate_models.out" @@ -0,0 +1,12844 @@ +Sun May 15 08:16:19 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 470.57.02 Driver Version: 470.57.02 CUDA Version: 11.4 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 Quadro RTX 8000 On | 00000000:D8:00.0 Off | 0 | +| N/A 26C P8 14W / 250W | 0MiB / 45556MiB | 0% Default | +| | | N/A | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +Obtaining file:///scratch/rb5139/constellations/src + Preparing metadata (setup.py): started + Preparing metadata (setup.py): finished with status 'done' +Installing collected packages: constellations + Attempting uninstall: constellations + Found existing installation: constellations 0.0.0 + Uninstalling constellations-0.0.0: + Successfully uninstalled constellations-0.0.0 + Running setup.py develop for constellations +Successfully installed constellations-0.0.0 +Creating .9621C3CFOSRQCZ0LNKPY, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .13383SNRBR37QRFKDYQR, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 27 and 46: 18.939029693603516. +Interpolating between 27 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2638 0.8867 0.8371 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2543 0.8926 0.8476 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2498 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2485 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2459 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2409 0.8965 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2360 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2375 0.8965 0.8524 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 46 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .1SRLBWLUSTEVA14I9CC6, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 27 and 47: 19.98395347595215. +Interpolating between 27 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2298 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2364 0.8926 0.8433 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.8926 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2641 0.8848 0.8309 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2604 0.8945 0.8457 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2481 0.9004 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2388 0.9023 0.8580 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2383 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 47 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .N3CRK0VFNSDWBOOK1H3D, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 27 and 48: 18.678571701049805. +Interpolating between 27 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2483 0.8945 0.8508 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2443 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2428 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2421 0.8926 0.8493 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2404 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2367 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2379 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 48 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .4IYXO2M1QOBP88D90YKV, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 27 and 49: 18.690813064575195. +Interpolating between 27 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2485 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2428 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2375 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2354 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2324 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2315 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 49 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .UCJTQ08UDH4MOY3SD9SB, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 27 and 50: 19.28268051147461. +Interpolating between 27 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2400 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.8906 0.8470 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2381 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2407 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2411 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2379 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2337 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2357 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 50 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .9THVKKEV9DY5LMRPVM8Q, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 27 and 51: 18.776020050048828. +Interpolating between 27 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2296 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2275 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2290 0.9023 0.8611 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2313 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2322 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2313 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2301 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2343 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 51 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .YPF11BHT7WY9HA7XAT78, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 27 and 52: 18.795509338378906. +Interpolating between 27 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2323 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2296 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2327 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2374 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2379 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2333 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2296 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2331 0.9023 0.8596 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 52 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .39W84424YWASMP1NE6JS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 27 and 53: 20.89060401916504. +Interpolating between 27 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2489 0.8867 0.8352 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2729 0.8867 0.8314 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3381 0.8457 0.7410 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4232 0.7441 0.4279 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3802 0.8184 0.6593 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2750 0.8984 0.8471 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.9023 0.8580 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2302 0.9023 0.8596 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 53 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .1D9JXCLL8ROY7WR465KE, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 27 and 54: 19.262880325317383. +Interpolating between 27 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2317 0.9062 0.8689 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2348 0.9062 0.8703 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2421 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2482 0.9023 0.8670 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2482 0.8965 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2423 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2365 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2377 0.9023 0.8596 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 54 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .FB6ITYWHDPWV861F459F, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 27 and 55: 18.973440170288086. +Interpolating between 27 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2412 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2374 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2396 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2422 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2415 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2369 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2328 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2350 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 55 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .H4J28AVDO9D09C7PXJSH, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 27 and 56: 19.19715118408203. +Interpolating between 27 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2664 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2550 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2507 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.8945 0.8483 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2511 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2473 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2382 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 56 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .DUXLRBYZRK6WAZBZSEKE, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 27 and 57: 19.094619750976562. +Interpolating between 27 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2241 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2268 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2325 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2368 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2361 0.9062 0.8696 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2330 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2314 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 57 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .44ISDSQ4HOLKM0VFIUNS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 27 and 58: 19.427631378173828. +Interpolating between 27 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2607 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2587 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2641 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2737 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2731 0.8926 0.8468 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2589 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2461 0.9023 0.8596 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2422 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 58 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .W3T1MBUVJALW1WYNZ8MD, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 27 and 59: 19.014007568359375. +Interpolating between 27 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2372 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2351 0.9082 0.8705 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2368 0.9082 0.8712 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2369 0.9082 0.8712 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2351 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2339 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2372 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 59 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .9OX3CN7UY1UMP95MCMRS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 27 and 60: 19.529027938842773. +Interpolating between 27 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2231 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2318 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2601 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2579 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2451 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2355 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2363 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 60 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .LG2E730BIYGSG2QNXJS2, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 27 and 61: 20.984712600708008. +Interpolating between 27 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2477 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2771 0.8887 0.8319 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3557 0.8809 0.8123 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4508 0.7773 0.5581 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4216 0.8359 0.7103 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2964 0.9023 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2267 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 61 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .WNWJMZIQD2HWEXL1BUEK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 27 and 62: 18.681209564208984. +Interpolating between 27 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2333 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2293 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2299 0.9023 0.8611 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2321 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2330 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2322 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2321 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2363 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 62 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .K0JF3RX1OCHF704Y7Q85, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 27 and 63: 20.91205596923828. +Interpolating between 27 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2371 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2726 0.8926 0.8424 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3491 0.8828 0.8171 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4198 0.8496 0.7475 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3563 0.8887 0.8385 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2706 0.9023 0.8611 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2326 0.9102 0.8722 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2289 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 63 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .TWP6YNEF228AJA5JJIVN, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 27 and 64: 19.424402236938477. +Interpolating between 27 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2319 0.8926 0.8459 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2518 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2618 0.8906 0.8470 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2584 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2453 0.8965 0.8532 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2352 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2356 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 64 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .8QAY9YCU35N9KCOVSJZ5, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 27 and 65: 19.109928131103516. +Interpolating between 27 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2548 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.8867 0.8380 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.8887 0.8412 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2450 0.8906 0.8453 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2404 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2371 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2389 0.8965 0.8515 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 65 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .IK8WV7DHG2VQYIKHLZFJ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 27 and 66: 19.223918914794922. +Interpolating between 27 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2419 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2382 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2404 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2442 0.9023 0.8641 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2436 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2376 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2348 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 66 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .3C9U7Z1GLFI5OK3B5ZCH, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 27 and 67: 18.871631622314453. +Interpolating between 27 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2289 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2293 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2314 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2333 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2328 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2305 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2297 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2344 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 67 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .A52NN39BR82XTB8XGBBF, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 27 and 68: 21.007604598999023. +Interpolating between 27 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2436 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2678 0.8926 0.8415 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3361 0.8691 0.7951 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4414 0.7793 0.5569 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4489 0.7324 0.3801 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3183 0.8926 0.8318 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2423 0.8984 0.8514 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 68 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .A1LFYIFGMZFGLMJ1EZQJ, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 27 and 69: 20.90598487854004. +Interpolating between 27 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2420 0.8887 0.8403 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2659 0.8887 0.8357 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3308 0.8789 0.8144 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4025 0.8457 0.7393 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3804 0.8770 0.8062 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2839 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2319 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2248 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 69 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .D09E3ZKY622WLGZUD5S6, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 27 and 70: 20.5628662109375. +Interpolating between 27 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2366 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2554 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2933 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3106 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2868 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2555 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2352 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 70 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .72WJ8OU5N25TGDWG5QV4, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 27 and 71: 18.836687088012695. +Interpolating between 27 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2444 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2415 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2421 0.8906 0.8462 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2409 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2373 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2344 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 71 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .39C48PXQ3WN4782RQKNF, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 27 and 72: 19.233823776245117. +Interpolating between 27 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2527 0.8926 0.8424 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2481 0.8926 0.8451 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2517 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2563 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2534 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2383 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2388 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 72 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .5TRZJGYSYKWRB1E0637M, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 27 and 73: 19.080595016479492. +Interpolating between 27 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2312 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2293 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2331 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2380 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2388 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2340 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2295 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2328 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 73 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .5PLCVO7O4O5QV6SB21EC, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 27 and 74: 18.9917049407959. +Interpolating between 27 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2406 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2351 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2350 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2359 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2342 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 74 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .LD44MAQ4PJWGIFHCR60J, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 27 and 75: 18.968734741210938. +Interpolating between 27 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2420 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2365 0.9082 0.8698 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2349 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2355 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2348 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2318 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2310 0.8965 0.8524 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2351 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 75 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .X4MD0V2KDACXAO53OUGO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 27 and 76: 19.526655197143555. +Interpolating between 27 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2337 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2353 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2435 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2496 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2380 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2329 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 76 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .DR933PVE0U78LFV15MK4, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 27 and 77: 19.329910278320312. +Interpolating between 27 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2262 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2309 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2386 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2445 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2437 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2346 0.8965 0.8515 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2368 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 77 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .ETC2Y6WM59MLWR7WIWGV, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 27 and 78: 20.879066467285156. +Interpolating between 27 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2411 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2596 0.8926 0.8442 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3017 0.8887 0.8348 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3349 0.8848 0.8249 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3134 0.9023 0.8547 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2587 0.9023 0.8580 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2304 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2296 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 78 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .GK91NQL30QY9T4YS8YIR, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 27 and 79: 18.883909225463867. +Interpolating between 27 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2296 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2302 0.9023 0.8649 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2324 0.9043 0.8686 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2345 0.9062 0.8717 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2343 0.9043 0.8679 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2316 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2296 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2334 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 79 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .QAZ7MG3V49DT7H8SD652, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 27 and 80: 19.154438018798828. +Interpolating between 27 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2316 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2335 0.9062 0.8652 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2391 0.9023 0.8588 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2454 0.9023 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.9004 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2373 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2391 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 80 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .4WU09RTTNCPKYMYAX7N0, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 27 and 81: 18.733402252197266. +Interpolating between 27 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2316 0.9121 0.8767 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2291 0.9102 0.8750 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2303 0.9121 0.8787 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2327 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2330 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2306 0.9062 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 81 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .OXHQVAXN7ADZ2IUWL7P8, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 27 and 82: 20.606603622436523. +Interpolating between 27 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2268 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2428 0.8906 0.8444 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2759 0.8867 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2962 0.8809 0.8365 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2782 0.8887 0.8464 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2489 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2329 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2331 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 82 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .NPO9TYY5RU3Q7BZ9YL0T, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 27 and 83: 19.178647994995117. +Interpolating between 27 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2273 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2302 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2373 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2429 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2366 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2317 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2345 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 83 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .31HRI363VODH073UY8OF, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 27 and 84: 19.54610824584961. +Interpolating between 27 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2318 0.8984 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2476 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2543 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9004 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2367 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 84 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .J9PLJZMLNHNKCLLPS13J, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 27 and 85: 19.042816162109375. +Interpolating between 27 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2489 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2487 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.8926 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.8926 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2394 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2337 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2353 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 85 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .ZHMYMQYBTI34E3MF2T88, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 27 and 86: 19.06665802001953. +Interpolating between 27 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2260 0.8887 0.8430 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2285 0.8906 0.8470 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2357 0.8887 0.8447 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2420 0.8887 0.8447 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.8906 0.8478 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2331 0.8906 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2275 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2313 0.8965 0.8515 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 86 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .PCGRVMOMRF4BJA1TORGC, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 27 and 87: 19.026073455810547. +Interpolating between 27 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2396 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2389 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2418 0.8965 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2412 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2366 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2323 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2347 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 87 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .BHDPFJ3ZOFEOHEUA6A24, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 27 and 88: 18.754735946655273. +Interpolating between 27 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2206 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2219 0.9102 0.8736 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2245 0.9102 0.8736 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2269 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2275 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2268 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2277 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2335 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 88 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .3FLMPTBHD9FBJFIAZD8R, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 27 and 89: 18.787649154663086. +Interpolating between 27 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2368 0.8965 0.8540 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2334 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2345 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2341 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2308 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2289 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.9023 0.8596 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 89 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .7JN4X5U6RKGATO775CAI, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 27 and 90: 18.94764518737793. +Interpolating between 27 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2218 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2217 0.9102 0.8743 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2271 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2329 0.9121 0.8767 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2344 0.9062 0.8689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2315 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2292 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2335 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 90 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .9FHYAA4F6HT89AZME1RB, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 27 and 91: 19.213062286376953. +Interpolating between 27 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2252 0.9023 0.8634 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2307 0.9062 0.8710 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.9004 0.8647 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2494 0.8945 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2481 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2387 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2312 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2336 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 91 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .LF2ZD3FUA5V35Q2ZQGUS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 27 and 92: 20.34697723388672. +Interpolating between 27 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2292 0.8926 0.8485 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2395 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2648 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2851 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2748 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2498 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2340 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2332 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 92 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .9B38KPGUN3O869S6AH52, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 27 and 93: 19.464155197143555. +Interpolating between 27 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2329 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2412 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2542 0.8945 0.8483 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2669 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2685 0.8984 0.8523 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.9023 0.8580 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2443 0.9004 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2419 0.9004 0.8555 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 93 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .7ZOTAAHH7N212K9VLX87, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 27 and 94: 20.844215393066406. +Interpolating between 27 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2513 0.8965 0.8446 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2804 0.8867 0.8274 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3495 0.8574 0.7575 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4121 0.7871 0.5792 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3751 0.8555 0.7550 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2800 0.9043 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.9062 0.8636 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2302 0.9043 0.8620 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 94 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .P9FIFPFKGBMHPEUS9RZL, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-95.pt +Euclidean distance between 27 and 95: 19.344572067260742. +Interpolating between 27 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2364 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2349 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2391 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2413 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2369 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2319 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2344 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 95 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .S8UNC51E3VC4K28JQFPT, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-96.pt +Euclidean distance between 27 and 96: 19.348798751831055. +Interpolating between 27 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2487 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2481 0.8984 0.8523 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2572 0.9004 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2676 0.8984 0.8531 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2662 0.9004 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2554 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2460 0.9062 0.8652 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2430 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 96 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .4XMPTII37JYG1FUG7VVK, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-97.pt +Euclidean distance between 27 and 97: 19.549030303955078. +Interpolating between 27 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2274 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2328 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2450 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2537 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2495 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2313 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2343 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 97 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .CJL81F50CSHVNJI6XR2J, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-98.pt +Euclidean distance between 27 and 98: 18.788318634033203. +Interpolating between 27 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2364 0.9023 0.8580 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2295 0.9043 0.8627 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2308 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2344 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2346 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2311 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2294 0.8965 0.8532 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2339 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 98 +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Encountered Error: connectivity/bert_ft_qqp-27 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-27.pt +Creating .LDLCW2R0VVMXHC0VD993, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-99.pt +Euclidean distance between 27 and 99: 20.686668395996094. +Interpolating between 27 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2299 0.8926 0.8424 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2475 0.8906 0.8391 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2907 0.8887 0.8367 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3289 0.8945 0.8439 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3097 0.8906 0.8418 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2637 0.8945 0.8483 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2377 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2341 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2464 0.9004 0.8547 +Completed interpolation from 27 to 99 +Creating .P4KD8GYVI5SB7VHPU5AI, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .SND9V11GLAPAPJKUS85X, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Euclidean distance between 28 and 29: 18.750730514526367. +Interpolating between 28 and 29 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2440 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2469 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2541 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2646 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2732 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2751 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2718 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2676 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2662 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 29 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .YTXQ8WN2M9OL63O9218A, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Euclidean distance between 28 and 30: 19.188352584838867. +Interpolating between 28 and 30 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2470 0.9004 0.8579 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2434 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2457 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2530 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2604 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2628 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2615 0.8945 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2602 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2622 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 30 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .A96JI51D0T8QU3DICH7O, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 28 and 31: 20.995990753173828. +Interpolating between 28 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2470 0.8867 0.8362 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2738 0.8828 0.8305 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3442 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4323 0.8672 0.8341 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4409 0.7910 0.7689 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3429 0.8496 0.8197 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2586 0.8984 0.8673 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.8945 0.8564 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 31 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .EH5G3LT9V8F5DTGSM7BD, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 28 and 32: 18.701881408691406. +Interpolating between 28 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2369 0.8965 0.8540 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2466 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2533 0.8867 0.8407 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2577 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2597 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2604 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2630 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 32 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .5Q3LX4UKX7I87MABN14U, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 28 and 33: 20.821712493896484. +Interpolating between 28 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2409 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2626 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3059 0.8848 0.8491 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3375 0.8652 0.8345 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3191 0.8672 0.8357 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2715 0.8887 0.8550 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2431 0.8906 0.8526 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2456 0.8887 0.8455 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 33 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .K1S53OIO8YPQDFCS7UC2, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 28 and 34: 18.783992767333984. +Interpolating between 28 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2383 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2417 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2492 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2597 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2694 0.8887 0.8447 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2717 0.8906 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2694 0.8926 0.8493 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2678 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 34 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .9E1GSVWGB0RANHZHETPI, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 28 and 35: 18.668724060058594. +Interpolating between 28 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2353 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2455 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2517 0.8906 0.8470 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2565 0.8906 0.8470 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2596 0.8906 0.8462 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2618 0.8926 0.8493 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2647 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 35 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .5TZYY85QVGQB25U9ZBNG, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 28 and 36: 18.86073112487793. +Interpolating between 28 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2558 0.8965 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2572 0.8965 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2635 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2723 0.8926 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2795 0.8887 0.8472 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2800 0.8887 0.8464 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2734 0.8887 0.8447 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2686 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 36 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .OL8UJO0QVXZ54Q4GMYDO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 28 and 37: 19.05344581604004. +Interpolating between 28 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2456 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2482 0.8887 0.8412 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2544 0.8887 0.8438 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2628 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2700 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2707 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2682 0.8887 0.8438 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2666 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 37 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .03WE8MAYIHFX7GSRQUEY, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 28 and 38: 18.881093978881836. +Interpolating between 28 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2547 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2517 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2551 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2602 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2638 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2643 0.8887 0.8438 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2643 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2659 0.8906 0.8453 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 38 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .8V386JUPFNQKJQLAMDWO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 28 and 39: 18.578060150146484. +Interpolating between 28 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2475 0.8945 0.8448 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2449 0.8984 0.8523 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2452 0.8965 0.8507 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2468 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2480 0.8926 0.8459 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.8887 0.8412 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2508 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2573 0.8926 0.8468 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 39 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .IHC4VUMZB4I554J0M4VV, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 28 and 40: 19.497814178466797. +Interpolating between 28 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2309 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2390 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2521 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2616 0.8926 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2641 0.8906 0.8503 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2619 0.8867 0.8441 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2599 0.8906 0.8470 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 40 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .XIBC3MP30X3PIYWEA3I1, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 28 and 41: 18.763565063476562. +Interpolating between 28 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2442 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2484 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2566 0.9004 0.8640 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2637 0.9004 0.8640 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2665 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2657 0.8945 0.8541 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2650 0.8926 0.8501 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2657 0.8926 0.8493 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 41 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .KEIZP7E5JTLUMTGBVCHC, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 28 and 42: 19.074129104614258. +Interpolating between 28 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2541 0.8887 0.8367 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2545 0.8906 0.8409 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2637 0.8906 0.8453 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2659 0.8926 0.8485 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2648 0.8906 0.8462 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2629 0.8906 0.8453 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2640 0.8906 0.8453 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 42 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .TIVTCB6GB17MKOPZE4XS, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 28 and 43: 18.886323928833008. +Interpolating between 28 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2412 0.9004 0.8530 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2403 0.8965 0.8481 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2442 0.8965 0.8490 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2498 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2573 0.8906 0.8453 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2615 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 43 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .SLYMB75Q68AQEZSUSRA1, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 28 and 44: 18.972126007080078. +Interpolating between 28 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2490 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2506 0.8926 0.8451 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2540 0.8926 0.8468 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2572 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2596 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2604 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2609 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2629 0.8906 0.8453 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 44 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Creating .Z94C332IB2AUQB6H1XKO, for loading in git data +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 28 and 45: 18.862117767333984. +Interpolating between 28 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2329 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2438 0.8984 0.8617 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2530 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2582 0.8945 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2585 0.8926 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2575 0.8906 0.8486 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2611 0.8926 0.8493 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 45 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 28 and 46: 19.177167892456055. +Interpolating between 28 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2703 0.8867 0.8371 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2678 0.8867 0.8380 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2742 0.8867 0.8389 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2852 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2930 0.8906 0.8470 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2887 0.8906 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2776 0.8906 0.8470 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2705 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 46 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 28 and 47: 19.93266487121582. +Interpolating between 28 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2285 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2335 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2446 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2550 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2512 0.8965 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2486 0.8867 0.8432 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2544 0.8887 0.8438 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 47 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 28 and 48: 19.143768310546875. +Interpolating between 28 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2526 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2546 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2615 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2685 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2708 0.8906 0.8478 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2676 0.8906 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2636 0.8906 0.8470 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2638 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 48 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 28 and 49: 18.999387741088867. +Interpolating between 28 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2553 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2564 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2604 0.8887 0.8430 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2652 0.8848 0.8375 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2685 0.8906 0.8470 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2686 0.8887 0.8447 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2661 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 49 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 28 and 50: 18.82992172241211. +Interpolating between 28 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2469 0.8867 0.8380 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2496 0.8906 0.8444 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2575 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2682 0.8926 0.8485 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2773 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2782 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2732 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2698 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 50 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 28 and 51: 19.080810546875. +Interpolating between 28 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2361 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2452 0.9043 0.8635 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2528 0.9043 0.8635 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2581 0.8945 0.8500 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2592 0.8906 0.8444 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2587 0.8906 0.8444 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2611 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 51 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 28 and 52: 19.060195922851562. +Interpolating between 28 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2393 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2425 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2512 0.8906 0.8462 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2606 0.8867 0.8415 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2659 0.8867 0.8415 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2658 0.8887 0.8438 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2642 0.8887 0.8430 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2645 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 52 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 28 and 53: 20.978591918945312. +Interpolating between 28 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2479 0.8906 0.8427 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2701 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3232 0.8945 0.8541 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3743 0.8613 0.8281 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3552 0.8535 0.8219 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2805 0.8828 0.8507 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9043 0.8734 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2401 0.8887 0.8455 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 53 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 28 and 54: 18.759029388427734. +Interpolating between 28 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2366 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2432 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2519 0.9043 0.8693 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2600 0.9004 0.8647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2648 0.8965 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2652 0.8887 0.8447 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2642 0.8887 0.8438 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2651 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 54 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 28 and 55: 18.844892501831055. +Interpolating between 28 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2412 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2422 0.8984 0.8531 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2451 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2503 0.8945 0.8492 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2573 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2612 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2622 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2627 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2646 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 55 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 28 and 56: 18.928150177001953. +Interpolating between 28 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2664 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2563 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2544 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2585 0.8906 0.8462 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2632 0.8867 0.8415 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2639 0.8887 0.8464 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2621 0.8867 0.8432 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2602 0.8867 0.8424 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2619 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 56 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 28 and 57: 19.23599624633789. +Interpolating between 28 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2280 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.9043 0.8672 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2471 0.9043 0.8679 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2593 0.9043 0.8686 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2664 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2662 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2635 0.8926 0.8493 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2637 0.8945 0.8516 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 57 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 28 and 58: 18.887083053588867. +Interpolating between 28 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2708 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2762 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2837 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2889 0.8887 0.8447 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2893 0.8867 0.8424 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2838 0.8848 0.8401 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2761 0.8848 0.8392 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2705 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 58 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 28 and 59: 18.93105697631836. +Interpolating between 28 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2420 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2448 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2522 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2624 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2707 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2715 0.8906 0.8470 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2686 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2669 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 59 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 28 and 60: 19.056835174560547. +Interpolating between 28 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2261 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2344 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2455 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2546 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2590 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2595 0.8945 0.8533 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2598 0.8906 0.8470 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 60 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 28 and 61: 21.07075309753418. +Interpolating between 28 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2473 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2778 0.8906 0.8462 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3489 0.8809 0.8440 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4251 0.8203 0.7909 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4220 0.7930 0.7706 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3235 0.8535 0.8260 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.8906 0.8586 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2422 0.8965 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 61 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 28 and 62: 19.138240814208984. +Interpolating between 28 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2369 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2373 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2438 0.9023 0.8634 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2520 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2568 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2574 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2571 0.8965 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2604 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 62 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 28 and 63: 20.851451873779297. +Interpolating between 28 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2360 0.8906 0.8478 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2652 0.8965 0.8616 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3174 0.8848 0.8550 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3570 0.8477 0.8186 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3340 0.8672 0.8389 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2744 0.8945 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2422 0.8965 0.8616 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2449 0.8867 0.8432 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 63 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 28 and 64: 18.901098251342773. +Interpolating between 28 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2351 0.8926 0.8442 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2389 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2451 0.8906 0.8436 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.8906 0.8444 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.8926 0.8476 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.8926 0.8476 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2577 0.8965 0.8532 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 64 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 28 and 65: 19.05714225769043. +Interpolating between 28 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2569 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2544 0.8867 0.8362 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2585 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2661 0.8867 0.8407 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2718 0.8867 0.8407 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2715 0.8906 0.8470 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2681 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2665 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 65 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 28 and 66: 18.735502243041992. +Interpolating between 28 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2493 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2495 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2536 0.9004 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2589 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2625 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2630 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2626 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2644 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 66 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 28 and 67: 18.910205841064453. +Interpolating between 28 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2340 0.8906 0.8436 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2397 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.8926 0.8501 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2576 0.8906 0.8470 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2619 0.8906 0.8462 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2623 0.8887 0.8430 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2620 0.8906 0.8453 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2636 0.8906 0.8453 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 67 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 28 and 68: 21.002058029174805. +Interpolating between 28 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2433 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2659 0.8926 0.8509 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3191 0.8809 0.8391 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3795 0.8613 0.8281 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3774 0.8496 0.8180 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2999 0.8750 0.8416 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9062 0.8750 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.8887 0.8455 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 68 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 28 and 69: 20.998483657836914. +Interpolating between 28 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2420 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2714 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3434 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4252 0.8594 0.8278 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4175 0.8164 0.7911 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3214 0.8652 0.8353 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2520 0.9023 0.8718 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2402 0.8945 0.8548 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 69 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 28 and 70: 20.60655403137207. +Interpolating between 28 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2353 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2549 0.9062 0.8723 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2933 0.8750 0.8400 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3174 0.8555 0.8230 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3015 0.8730 0.8403 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2675 0.8887 0.8550 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.8926 0.8549 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2513 0.8887 0.8455 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 70 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 28 and 71: 18.848180770874023. +Interpolating between 28 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2480 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2503 0.8926 0.8459 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2559 0.8906 0.8436 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2612 0.8867 0.8415 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2634 0.8867 0.8424 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2627 0.8906 0.8478 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2621 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2635 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 71 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 28 and 72: 18.843015670776367. +Interpolating between 28 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2597 0.8906 0.8409 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2615 0.8906 0.8427 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2684 0.8906 0.8453 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2747 0.8887 0.8447 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2752 0.8926 0.8493 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2711 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2670 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2664 0.8965 0.8532 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 72 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 28 and 73: 18.631206512451172. +Interpolating between 28 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2372 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2380 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2432 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2497 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2536 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2551 0.8926 0.8493 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2572 0.8926 0.8493 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2615 0.8906 0.8453 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 73 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 28 and 74: 18.98797035217285. +Interpolating between 28 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2473 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2499 0.8965 0.8524 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2569 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2688 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2809 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2822 0.8945 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2746 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2692 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 74 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 28 and 75: 18.983015060424805. +Interpolating between 28 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2498 0.8965 0.8481 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2513 0.8965 0.8490 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2558 0.8965 0.8490 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2617 0.8965 0.8499 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2646 0.8945 0.8483 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2653 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2646 0.8926 0.8476 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.8945 0.8500 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 75 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 28 and 76: 19.501630783081055. +Interpolating between 28 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2319 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.9023 0.8656 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2476 0.9004 0.8661 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2579 0.9043 0.8734 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2586 0.8965 0.8630 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2535 0.8984 0.8639 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2511 0.8926 0.8541 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2557 0.8906 0.8478 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 76 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 28 and 77: 18.68355941772461. +Interpolating between 28 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2270 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2309 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2368 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2423 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2451 0.8906 0.8444 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2467 0.8887 0.8421 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2498 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2568 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 77 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 28 and 78: 20.904682159423828. +Interpolating between 28 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2417 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2592 0.9004 0.8654 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2961 0.8809 0.8463 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3274 0.8555 0.8246 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3155 0.8594 0.8286 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2724 0.8750 0.8416 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2444 0.8945 0.8594 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2458 0.8906 0.8486 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 78 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 28 and 79: 18.91809844970703. +Interpolating between 28 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2353 0.9004 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2432 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2544 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2641 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2678 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2657 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2629 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2633 0.8945 0.8516 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 79 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 28 and 80: 18.758586883544922. +Interpolating between 28 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2315 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2425 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2485 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2519 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2582 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 80 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 28 and 81: 18.933820724487305. +Interpolating between 28 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2397 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2433 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2486 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2525 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2550 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2557 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2568 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2604 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 81 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 28 and 82: 20.645931243896484. +Interpolating between 28 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2262 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2444 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2810 0.8984 0.8624 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3040 0.8770 0.8405 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2911 0.8750 0.8376 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2641 0.8906 0.8549 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2493 0.8887 0.8488 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2523 0.8828 0.8361 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 82 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 28 and 83: 18.712940216064453. +Interpolating between 28 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2334 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2387 0.9004 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2455 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2511 0.9004 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2567 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2588 0.8945 0.8508 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2626 0.8965 0.8532 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 83 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 28 and 84: 19.039066314697266. +Interpolating between 28 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2322 0.8984 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.8965 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2413 0.8965 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.8965 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2492 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.8926 0.8509 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2509 0.8867 0.8415 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2570 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 84 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 28 and 85: 18.82142448425293. +Interpolating between 28 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2543 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2579 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2637 0.8887 0.8430 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2692 0.8848 0.8375 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2710 0.8848 0.8384 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2691 0.8887 0.8430 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2665 0.8867 0.8398 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2658 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 85 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 28 and 86: 19.52783966064453. +Interpolating between 28 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2311 0.8848 0.8375 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2386 0.8867 0.8398 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2501 0.8867 0.8389 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2598 0.8848 0.8366 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2611 0.8867 0.8407 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2557 0.8906 0.8470 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2518 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2559 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 86 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 28 and 87: 18.78934669494629. +Interpolating between 28 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2452 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2470 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2530 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2628 0.8945 0.8508 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2711 0.8887 0.8412 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2731 0.8867 0.8389 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2710 0.8867 0.8389 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2690 0.8926 0.8476 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 87 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 28 and 88: 19.09097671508789. +Interpolating between 28 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2236 0.9121 0.8760 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2300 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2397 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2499 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2562 0.8906 0.8444 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.8906 0.8453 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2585 0.8945 0.8516 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2614 0.8945 0.8508 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 88 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 28 and 89: 19.063610076904297. +Interpolating between 28 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2445 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2472 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2535 0.8887 0.8430 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2601 0.8828 0.8361 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2631 0.8828 0.8370 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2629 0.8867 0.8415 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2611 0.8906 0.8462 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2623 0.8887 0.8438 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 89 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 28 and 90: 18.709980010986328. +Interpolating between 28 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2289 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2321 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2390 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2476 0.8945 0.8508 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2552 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2584 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2602 0.8926 0.8485 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2635 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 90 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 28 and 91: 18.675094604492188. +Interpolating between 28 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2281 0.8984 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2343 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2434 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.8926 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2554 0.8867 0.8449 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2580 0.8867 0.8441 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2598 0.8867 0.8415 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2631 0.8906 0.8462 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 91 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 28 and 92: 20.193622589111328. +Interpolating between 28 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2300 0.8926 0.8493 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2340 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2463 0.9023 0.8677 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2562 0.9023 0.8691 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2563 0.8965 0.8616 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2506 0.9023 0.8684 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2487 0.8945 0.8548 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2546 0.8945 0.8533 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 92 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 28 and 93: 19.210224151611328. +Interpolating between 28 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2328 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.8965 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2528 0.8906 0.8486 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2619 0.8867 0.8457 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2639 0.8828 0.8413 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2604 0.8887 0.8480 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2583 0.8867 0.8432 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2608 0.8867 0.8415 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 93 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 28 and 94: 20.944679260253906. +Interpolating between 28 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2488 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2770 0.8906 0.8400 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3425 0.8887 0.8447 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4122 0.8477 0.8098 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4019 0.8359 0.8082 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3119 0.8789 0.8488 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2483 0.8984 0.8660 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2400 0.8887 0.8455 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 94 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-95.pt +Euclidean distance between 28 and 95: 18.62037467956543. +Interpolating between 28 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2425 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2400 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2410 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2440 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2472 0.8965 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2514 0.8945 0.8525 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2553 0.8887 0.8438 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2608 0.8887 0.8438 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 95 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-96.pt +Euclidean distance between 28 and 96: 18.778369903564453. +Interpolating between 28 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2493 0.8984 0.8531 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2478 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2524 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2600 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2648 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2656 0.8965 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2647 0.8945 0.8525 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2654 0.8926 0.8485 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 96 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-97.pt +Euclidean distance between 28 and 97: 19.342514038085938. +Interpolating between 28 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2306 0.9062 0.8696 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9004 0.8633 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2468 0.8984 0.8617 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2578 0.8945 0.8586 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2631 0.8965 0.8609 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2621 0.8906 0.8511 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2606 0.8906 0.8495 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2625 0.8887 0.8447 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 97 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-98.pt +Euclidean distance between 28 and 98: 19.038660049438477. +Interpolating between 28 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2431 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2517 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2550 0.8945 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2546 0.8926 0.8509 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2547 0.8906 0.8478 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2592 0.8926 0.8493 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 98 +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-28 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-28.pt +Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-99.pt +Euclidean distance between 28 and 99: 20.67658233642578. +Interpolating between 28 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2270 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2408 0.8945 0.8541 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2760 0.8965 0.8651 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3072 0.8809 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2985 0.8867 0.8557 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2658 0.8965 0.8645 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2477 0.8965 0.8609 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2511 0.8887 0.8455 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2694 0.8926 0.8476 +Completed interpolation from 28 to 99 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Euclidean distance between 29 and 30: 19.179779052734375. +Interpolating between 29 and 30 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2470 0.9004 0.8579 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2421 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2442 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2520 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2613 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2664 0.8984 0.8547 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2631 0.8965 0.8515 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2538 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2467 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 30 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 29 and 31: 20.998144149780273. +Interpolating between 29 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2471 0.8867 0.8352 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2616 0.8789 0.8187 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3024 0.8730 0.8083 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3560 0.8594 0.7857 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3640 0.8828 0.8333 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2966 0.8965 0.8645 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2386 0.9023 0.8691 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2280 0.8945 0.8541 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 31 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 29 and 32: 18.734294891357422. +Interpolating between 29 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2344 0.8965 0.8540 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2357 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2442 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2473 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2436 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2420 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 32 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 29 and 33: 20.849620819091797. +Interpolating between 29 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2396 0.8906 0.8409 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2533 0.8926 0.8451 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2880 0.8965 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3212 0.8945 0.8622 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3092 0.8887 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2607 0.9004 0.8702 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2320 0.9062 0.8730 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2283 0.8984 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 33 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 29 and 34: 18.766193389892578. +Interpolating between 29 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2362 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2379 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2437 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2503 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2533 0.8945 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2517 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2474 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2438 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 34 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 29 and 35: 18.760353088378906. +Interpolating between 29 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2332 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2398 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2450 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2491 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2501 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2465 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2429 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 35 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 29 and 36: 18.827383041381836. +Interpolating between 29 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2539 0.8965 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2528 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2556 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2600 0.8926 0.8476 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.8945 0.8500 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2613 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2558 0.8984 0.8539 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2489 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 36 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 29 and 37: 19.014923095703125. +Interpolating between 29 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2444 0.8906 0.8409 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2458 0.8867 0.8389 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2505 0.8867 0.8407 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.8828 0.8361 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2549 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2515 0.8926 0.8493 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2456 0.8965 0.8540 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2423 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 37 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 29 and 38: 18.9376163482666. +Interpolating between 29 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2549 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2515 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2535 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2580 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2618 0.8984 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2608 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2542 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2471 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 38 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 29 and 39: 18.662647247314453. +Interpolating between 29 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2522 0.8965 0.8473 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2542 0.8984 0.8514 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2585 0.9023 0.8588 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2644 0.9082 0.8691 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2643 0.9082 0.8698 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2577 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9102 0.8722 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2449 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 39 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 29 and 40: 19.369956970214844. +Interpolating between 29 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2295 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2332 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2403 0.9004 0.8610 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.9023 0.8656 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2462 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2443 0.9023 0.8641 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2421 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2405 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 40 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 29 and 41: 18.603178024291992. +Interpolating between 29 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2399 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.8965 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2441 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2439 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2411 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2383 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 41 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 29 and 42: 19.067094802856445. +Interpolating between 29 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2542 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2541 0.8867 0.8333 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2589 0.8887 0.8376 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2654 0.8887 0.8394 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2669 0.8906 0.8418 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2610 0.8945 0.8475 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2527 0.8945 0.8475 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2466 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 42 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 29 and 43: 18.855661392211914. +Interpolating between 29 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2428 0.9004 0.8522 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2432 0.9004 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.8965 0.8490 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.9004 0.8555 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2546 0.8984 0.8531 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2536 0.9004 0.8563 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2497 0.9004 0.8563 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2456 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 43 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 29 and 44: 18.965911865234375. +Interpolating between 29 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2437 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2429 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2481 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2551 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2587 0.8984 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2544 0.9004 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.8984 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2427 0.8984 0.8539 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 44 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 29 and 45: 18.771255493164062. +Interpolating between 29 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2320 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2314 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2347 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2399 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2442 0.9023 0.8656 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2431 0.9043 0.8679 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2400 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2389 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 45 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 29 and 46: 19.044984817504883. +Interpolating between 29 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2710 0.8887 0.8394 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2682 0.8906 0.8418 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2708 0.8906 0.8418 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2769 0.8926 0.8451 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2826 0.8945 0.8466 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2804 0.8926 0.8442 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2681 0.8926 0.8442 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2541 0.8945 0.8475 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 46 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 29 and 47: 19.973388671875. +Interpolating between 29 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2267 0.8984 0.8531 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2435 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2568 0.9004 0.8625 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2570 0.8965 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2473 0.9004 0.8633 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2380 0.8984 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2357 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 47 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 29 and 48: 19.060291290283203. +Interpolating between 29 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2467 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2552 0.8945 0.8516 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2653 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2650 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2547 0.8965 0.8548 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2437 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2389 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 48 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 29 and 49: 18.960262298583984. +Interpolating between 29 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2546 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2562 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2610 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2692 0.8887 0.8412 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2729 0.8906 0.8444 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2691 0.8945 0.8475 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2592 0.8984 0.8531 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2490 0.8965 0.8499 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 49 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 29 and 50: 18.870925903320312. +Interpolating between 29 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2449 0.8887 0.8403 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2445 0.8926 0.8451 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.9004 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2547 0.9004 0.8563 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2592 0.9004 0.8563 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2597 0.9023 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2545 0.9004 0.8555 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2478 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 50 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 29 and 51: 19.00882911682129. +Interpolating between 29 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2331 0.9023 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2344 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2525 0.8965 0.8540 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2432 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 51 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 29 and 52: 19.07991600036621. +Interpolating between 29 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2382 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.9023 0.8588 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2488 0.8965 0.8507 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2590 0.8945 0.8483 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2641 0.8945 0.8492 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2599 0.8965 0.8515 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2515 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2458 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 52 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 29 and 53: 20.904016494750977. +Interpolating between 29 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2468 0.8848 0.8338 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2620 0.8906 0.8436 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3016 0.8926 0.8468 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3409 0.8867 0.8398 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3313 0.9043 0.8686 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2770 0.9062 0.8717 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9004 0.8625 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2258 0.8984 0.8564 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 53 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 29 and 54: 18.656789779663086. +Interpolating between 29 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2330 0.9043 0.8665 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2353 0.9004 0.8625 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2398 0.8984 0.8602 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2443 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9004 0.8625 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2446 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2404 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 54 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 29 and 55: 18.833826065063477. +Interpolating between 29 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2412 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2404 0.8984 0.8523 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2425 0.8926 0.8442 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.8926 0.8451 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2510 0.8965 0.8515 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.8965 0.8524 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2483 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2444 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 55 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 29 and 56: 18.95505714416504. +Interpolating between 29 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2664 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2535 0.8945 0.8457 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2490 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2508 0.8965 0.8515 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2545 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2539 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2487 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2428 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2405 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 56 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 29 and 57: 19.174030303955078. +Interpolating between 29 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2250 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2324 0.9043 0.8665 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2458 0.9023 0.8641 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2566 0.9043 0.8665 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2564 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2482 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2411 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 57 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 29 and 58: 18.75840950012207. +Interpolating between 29 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2634 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2596 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2582 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2576 0.8945 0.8541 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2493 0.8965 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2442 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2419 0.8984 0.8556 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 58 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 29 and 59: 18.87919044494629. +Interpolating between 29 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2399 0.9062 0.8667 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2415 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2477 0.9082 0.8712 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2548 0.9082 0.8719 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2583 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2554 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2489 0.8984 0.8564 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2438 0.9023 0.8596 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 59 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 29 and 60: 18.938804626464844. +Interpolating between 29 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2210 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2275 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2392 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.8984 0.8602 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2483 0.8965 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2359 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2360 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 60 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 29 and 61: 21.014225006103516. +Interpolating between 29 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2455 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2660 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3172 0.8926 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3789 0.8477 0.8143 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3860 0.8359 0.8073 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3129 0.8711 0.8429 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2469 0.8984 0.8653 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2275 0.8965 0.8564 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 61 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 29 and 62: 19.061195373535156. +Interpolating between 29 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2353 0.8984 0.8531 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2356 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.8984 0.8547 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2523 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2565 0.8984 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2521 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2447 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2411 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 62 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 29 and 63: 20.845237731933594. +Interpolating between 29 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2325 0.8926 0.8493 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2519 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2929 0.8984 0.8653 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3302 0.8867 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3172 0.8887 0.8613 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2677 0.8965 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2343 0.8965 0.8609 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2291 0.8984 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 63 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 29 and 64: 19.1511173248291. +Interpolating between 29 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2350 0.8945 0.8483 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2384 0.8906 0.8470 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2446 0.8887 0.8447 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2518 0.8887 0.8447 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2537 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2502 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2439 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2405 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 64 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 29 and 65: 19.044395446777344. +Interpolating between 29 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2522 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.8867 0.8380 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2549 0.8887 0.8412 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2624 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2630 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2559 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2470 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2424 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 65 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 29 and 66: 18.82328987121582. +Interpolating between 29 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2481 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2469 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2491 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9062 0.8681 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2570 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2495 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2449 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 66 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 29 and 67: 18.91900062561035. +Interpolating between 29 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2298 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2338 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2418 0.8906 0.8462 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2486 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2498 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2456 0.8984 0.8587 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2406 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.8984 0.8547 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 67 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 29 and 68: 20.966171264648438. +Interpolating between 29 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2412 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2529 0.8965 0.8548 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2853 0.8945 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3280 0.8965 0.8623 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3392 0.8711 0.8390 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2896 0.8926 0.8622 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9004 0.8661 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2256 0.8984 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 68 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 29 and 69: 20.99317169189453. +Interpolating between 29 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2419 0.8926 0.8459 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2599 0.8965 0.8490 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3095 0.8867 0.8314 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3702 0.8828 0.8246 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3698 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2933 0.8984 0.8667 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2367 0.9004 0.8661 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2262 0.8984 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 69 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 29 and 70: 20.547170639038086. +Interpolating between 29 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2345 0.9004 0.8587 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2439 0.8984 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2672 0.9102 0.8777 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2864 0.8926 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2780 0.8984 0.8667 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2552 0.8926 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2382 0.8984 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2337 0.9004 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 70 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 29 and 71: 18.750146865844727. +Interpolating between 29 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2466 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2468 0.8926 0.8451 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2500 0.8926 0.8459 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2537 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2542 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2512 0.9004 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2463 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2431 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 71 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 29 and 72: 18.681337356567383. +Interpolating between 29 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2527 0.8926 0.8424 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2474 0.9004 0.8563 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2478 0.8965 0.8532 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.8965 0.8548 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2479 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2441 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2403 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2398 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 72 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 29 and 73: 18.642698287963867. +Interpolating between 29 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2370 0.9043 0.8620 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2374 0.9043 0.8635 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2470 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2511 0.9023 0.8619 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2516 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2483 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2443 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 73 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 29 and 74: 19.001066207885742. +Interpolating between 29 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2438 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2434 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2472 0.9023 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2552 0.9043 0.8635 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2636 0.9062 0.8659 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2669 0.9043 0.8627 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2607 0.9004 0.8563 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2507 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 74 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 29 and 75: 18.991052627563477. +Interpolating between 29 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2481 0.9004 0.8555 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2480 0.9023 0.8580 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2516 0.8984 0.8523 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2583 0.9043 0.8627 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2643 0.9043 0.8627 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2654 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2582 0.9004 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2490 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 75 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 29 and 76: 19.50426483154297. +Interpolating between 29 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2338 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2370 0.9043 0.8658 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.8984 0.8602 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2561 0.8984 0.8617 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2548 0.8965 0.8594 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2465 0.9043 0.8686 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2380 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2361 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 76 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 29 and 77: 18.894643783569336. +Interpolating between 29 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2306 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.9062 0.8659 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.9043 0.8643 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2570 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2622 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2593 0.8945 0.8516 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2510 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2448 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 77 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 29 and 78: 20.890607833862305. +Interpolating between 29 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2408 0.9102 0.8743 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2583 0.9043 0.8686 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2997 0.8945 0.8622 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3391 0.8574 0.8258 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3305 0.8574 0.8282 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2780 0.8906 0.8614 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9004 0.8668 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2295 0.9023 0.8634 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 78 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 29 and 79: 18.855432510375977. +Interpolating between 29 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2315 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2352 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2486 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2541 0.8945 0.8500 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2507 0.8945 0.8500 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2460 0.8965 0.8507 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 79 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 29 and 80: 18.81806182861328. +Interpolating between 29 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2327 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2354 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2414 0.9004 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2481 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2516 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2490 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2442 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2418 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 80 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 29 and 81: 18.890291213989258. +Interpolating between 29 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2352 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2363 0.9043 0.8650 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2417 0.9062 0.8681 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.9082 0.8705 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2535 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2522 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2468 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2439 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 81 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 29 and 82: 20.610858917236328. +Interpolating between 29 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2261 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2367 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2594 0.8887 0.8464 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2739 0.8906 0.8534 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2668 0.8887 0.8527 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2496 0.8906 0.8542 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2373 0.9004 0.8633 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2349 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 82 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 29 and 83: 18.600784301757812. +Interpolating between 29 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2301 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2373 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2426 0.9004 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2448 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2434 0.9023 0.8611 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9004 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2413 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 83 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 29 and 84: 19.229228973388672. +Interpolating between 29 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2357 0.8926 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2422 0.8926 0.8501 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2507 0.8984 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2587 0.9043 0.8679 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2626 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2583 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2501 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2443 0.9004 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 84 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 29 and 85: 18.7979736328125. +Interpolating between 29 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2509 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2524 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2559 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2595 0.9023 0.8626 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2598 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2556 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2492 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2443 0.8984 0.8531 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 85 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 29 and 86: 19.46607780456543. +Interpolating between 29 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2287 0.8867 0.8398 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.8867 0.8398 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2463 0.8848 0.8375 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2581 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2598 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2506 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2413 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2385 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 86 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 29 and 87: 18.8065242767334. +Interpolating between 29 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2443 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2452 0.8945 0.8492 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2494 0.8926 0.8459 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2561 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2621 0.8984 0.8547 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2634 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2580 0.8965 0.8507 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2499 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 87 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 29 and 88: 19.045061111450195. +Interpolating between 29 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2216 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2275 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.9082 0.8691 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2480 0.9062 0.8667 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2517 0.9043 0.8643 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2482 0.9023 0.8611 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2419 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9004 0.8563 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 88 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 29 and 89: 18.993864059448242. +Interpolating between 29 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2417 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2424 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2474 0.8945 0.8483 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2542 0.8945 0.8500 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2576 0.8965 0.8524 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2542 0.9004 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2479 0.8984 0.8547 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2438 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 89 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 29 and 90: 18.726970672607422. +Interpolating between 29 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2269 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2284 0.9062 0.8667 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2338 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2407 0.8965 0.8532 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.8984 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2464 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2442 0.9023 0.8588 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 90 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 29 and 91: 18.600013732910156. +Interpolating between 29 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2250 0.9004 0.8595 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2276 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2325 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2384 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2394 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2381 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2376 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 91 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 29 and 92: 20.226306915283203. +Interpolating between 29 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2282 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2301 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2416 0.9023 0.8670 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.9023 0.8698 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2563 0.9004 0.8675 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.8984 0.8653 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2401 0.9004 0.8647 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9004 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 92 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 29 and 93: 19.098918914794922. +Interpolating between 29 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2340 0.8984 0.8531 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2404 0.8945 0.8516 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2488 0.8945 0.8533 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2555 0.8906 0.8503 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2550 0.8867 0.8449 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.8926 0.8518 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2408 0.8965 0.8556 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2385 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 93 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 29 and 94: 20.911827087402344. +Interpolating between 29 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2462 0.8906 0.8372 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2618 0.8887 0.8357 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3005 0.8926 0.8424 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3434 0.8945 0.8533 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3420 0.8809 0.8479 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2814 0.9023 0.8731 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9004 0.8647 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2270 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 94 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-95.pt +Euclidean distance between 29 and 95: 18.79965591430664. +Interpolating between 29 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2449 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2445 0.9023 0.8603 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2465 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2495 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2546 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2533 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2472 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2433 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 95 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-96 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-96.pt +Euclidean distance between 29 and 96: 18.747678756713867. +Interpolating between 29 and 96 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2561 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2498 0.8965 0.8499 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2464 0.8965 0.8499 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2470 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2490 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2488 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2463 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2431 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2416 0.9004 0.8571 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 96 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-97 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-97.pt +Euclidean distance between 29 and 97: 19.273727416992188. +Interpolating between 29 and 97 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2330 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2283 0.9082 0.8705 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2323 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2430 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2524 0.8965 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2524 0.8926 0.8533 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2452 0.8984 0.8602 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 97 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-98 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-98.pt +Euclidean distance between 29 and 98: 18.971342086791992. +Interpolating between 29 and 98 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2532 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2427 0.9023 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2396 0.9004 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2434 0.9004 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2502 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2528 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2496 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2433 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2406 0.9023 0.8603 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 98 +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-29 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-29.pt +Encountered Error: connectivity/bert_ft_qqp-99 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-99.pt +Euclidean distance between 29 and 99: 20.607969284057617. +Interpolating between 29 and 99 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2399 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2261 0.8906 0.8418 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2349 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2619 0.9023 0.8684 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2892 0.8926 0.8608 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2853 0.8984 0.8680 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2569 0.9004 0.8689 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2362 0.8965 0.8602 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2325 0.8984 0.8579 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2440 0.9023 0.8580 +Completed interpolation from 29 to 99 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-31 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-31.pt +Euclidean distance between 30 and 31: 20.926549911499023. +Interpolating between 30 and 31 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2596 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2474 0.8848 0.8319 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2688 0.8789 0.8208 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3333 0.8652 0.7928 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4177 0.8535 0.7604 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4062 0.8887 0.8357 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.3014 0.8984 0.8624 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2395 0.9043 0.8686 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2296 0.9043 0.8665 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 31 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-32 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-32.pt +Euclidean distance between 30 and 32: 19.083345413208008. +Interpolating between 30 and 32 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2372 0.8984 0.8564 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2315 0.8965 0.8548 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2312 0.9004 0.8618 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2345 0.9043 0.8672 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2381 0.9004 0.8618 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2387 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2366 0.8984 0.8579 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2350 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2378 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 32 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-33 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-33.pt +Euclidean distance between 30 and 33: 20.898883819580078. +Interpolating between 30 and 33 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2509 0.8887 0.8385 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2420 0.8867 0.8343 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2623 0.8848 0.8300 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3068 0.8828 0.8256 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3362 0.8867 0.8343 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3057 0.8984 0.8556 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2568 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2333 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2331 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 33 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-34 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-34.pt +Euclidean distance between 30 and 34: 19.079219818115234. +Interpolating between 30 and 34 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2400 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2343 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.8984 0.8564 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2387 0.8984 0.8571 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.8965 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2440 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2406 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2372 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2386 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 34 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-35 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-35.pt +Euclidean distance between 30 and 35: 19.214111328125. +Interpolating between 30 and 35 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2331 0.8984 0.8556 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2317 0.8984 0.8556 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2345 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2401 0.9004 0.8595 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2452 0.9023 0.8619 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2464 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2425 0.9102 0.8722 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2377 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2380 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 35 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-36 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-36.pt +Euclidean distance between 30 and 36: 18.80314064025879. +Interpolating between 30 and 36 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2594 0.8984 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2502 0.8926 0.8501 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2483 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2469 0.9004 0.8618 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2372 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2378 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 36 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-37 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-37.pt +Euclidean distance between 30 and 37: 19.397281646728516. +Interpolating between 30 and 37 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.8887 0.8367 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2448 0.8887 0.8367 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2459 0.8867 0.8343 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2496 0.8887 0.8385 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2535 0.8906 0.8418 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2530 0.8926 0.8459 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2480 0.8984 0.8547 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2433 0.9004 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2424 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 37 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-38 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-38.pt +Euclidean distance between 30 and 38: 19.268917083740234. +Interpolating between 30 and 38 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2649 0.8926 0.8424 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2512 0.9004 0.8563 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2457 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2459 0.9043 0.8658 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2479 0.9004 0.8610 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2477 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2432 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 38 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-39 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-39.pt +Euclidean distance between 30 and 39: 19.210908889770508. +Interpolating between 30 and 39 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2538 0.8945 0.8439 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2466 0.8965 0.8473 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2462 0.9004 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2501 0.8965 0.8499 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2540 0.8965 0.8507 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2532 0.9004 0.8555 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2472 0.9023 0.8588 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2414 0.9023 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2407 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 39 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-40 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-40.pt +Euclidean distance between 30 and 40: 19.63667869567871. +Interpolating between 30 and 40 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2313 0.8984 0.8539 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2290 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2382 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2535 0.8965 0.8548 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2616 0.8984 0.8595 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2560 0.8984 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2442 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2369 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 40 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-41 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-41.pt +Euclidean distance between 30 and 41: 19.280431747436523. +Interpolating between 30 and 41 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2456 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2460 0.8887 0.8403 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2528 0.8906 0.8436 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2664 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2730 0.8926 0.8468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2675 0.8945 0.8492 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2557 0.9023 0.8596 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2463 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2431 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 41 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-42 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-42.pt +Euclidean distance between 30 and 42: 19.007923126220703. +Interpolating between 30 and 42 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2590 0.8926 0.8406 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2494 0.8906 0.8391 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2455 0.8906 0.8427 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2457 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2467 0.8984 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2447 0.9004 0.8603 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9004 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2395 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 42 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-43 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-43.pt +Euclidean distance between 30 and 43: 18.909149169921875. +Interpolating between 30 and 43 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.9004 0.8522 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2351 0.9043 0.8596 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2303 0.9004 0.8563 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2311 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2344 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2364 0.9023 0.8634 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2355 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2342 0.9043 0.8650 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2367 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 43 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-44 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-44.pt +Euclidean distance between 30 and 44: 18.810300827026367. +Interpolating between 30 and 44 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2499 0.8945 0.8457 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2411 0.8965 0.8515 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2383 0.8945 0.8500 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.8926 0.8485 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2437 0.8926 0.8493 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2436 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2401 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2372 0.9004 0.8587 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 44 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-45 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-45.pt +Euclidean distance between 30 and 45: 19.14034652709961. +Interpolating between 30 and 45 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2382 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2300 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2292 0.9082 0.8719 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2333 0.9004 0.8625 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2387 0.8965 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2402 0.8984 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2380 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2380 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 45 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-46 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-46.pt +Euclidean distance between 30 and 46: 18.95073699951172. +Interpolating between 30 and 46 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2789 0.8848 0.8338 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2638 0.8867 0.8371 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2543 0.8926 0.8476 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2505 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2498 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2483 0.9023 0.8649 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2447 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2409 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2407 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 46 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-47 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-47.pt +Euclidean distance between 30 and 47: 20.047517776489258. +Interpolating between 30 and 47 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2346 0.9023 0.8571 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2318 0.8965 0.8490 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2393 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2535 0.8945 0.8475 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2662 0.8926 0.8451 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2587 0.8984 0.8539 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2453 0.9023 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2388 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2400 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 47 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-48 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-48.pt +Euclidean distance between 30 and 48: 18.97064208984375. +Interpolating between 30 and 48 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2559 0.8965 0.8524 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2502 0.8945 0.8516 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2493 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2525 0.8965 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2540 0.8965 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2500 0.9004 0.8640 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2433 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2393 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2405 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 48 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-49 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-49.pt +Euclidean distance between 30 and 49: 18.871883392333984. +Interpolating between 30 and 49 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2573 0.8906 0.8427 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2497 0.8965 0.8540 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2463 0.8945 0.8525 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2454 0.8906 0.8486 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2459 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2444 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.8965 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2384 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 49 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-50 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-50.pt +Euclidean distance between 30 and 50: 19.227956771850586. +Interpolating between 30 and 50 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2477 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2394 0.8906 0.8436 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2348 0.8945 0.8508 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2344 0.8984 0.8564 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2374 0.8984 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2400 0.9004 0.8587 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2386 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2378 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 50 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-51 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-51.pt +Euclidean distance between 30 and 51: 18.8749942779541. +Interpolating between 30 and 51 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2367 0.9004 0.8563 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2300 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2293 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2328 0.9082 0.8698 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2371 0.9062 0.8674 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2388 0.9004 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2373 0.9043 0.8658 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2379 0.9004 0.8587 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 51 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-52 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-52.pt +Euclidean distance between 30 and 52: 18.821016311645508. +Interpolating between 30 and 52 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2332 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2327 0.9004 0.8595 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2390 0.9023 0.8626 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2458 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2461 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2407 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2359 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2372 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 52 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-53 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-53.pt +Euclidean distance between 30 and 53: 20.940105438232422. +Interpolating between 30 and 53 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2587 0.8906 0.8418 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2494 0.8848 0.8329 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2681 0.8848 0.8309 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3175 0.8672 0.7927 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3928 0.7891 0.5909 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3318 0.8594 0.7662 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2505 0.9043 0.8620 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2284 0.9102 0.8729 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2314 0.9043 0.8658 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 53 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-54 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-54.pt +Euclidean distance between 30 and 54: 19.268421173095703. +Interpolating between 30 and 54 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2343 0.9062 0.8674 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2328 0.9043 0.8658 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2362 0.9004 0.8610 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2429 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2480 0.8984 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2483 0.8984 0.8571 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2436 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2390 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2392 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 54 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-55 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-55.pt +Euclidean distance between 30 and 55: 19.010427474975586. +Interpolating between 30 and 55 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2412 0.9023 0.8580 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2385 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2392 0.8965 0.8515 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2424 0.8945 0.8508 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2455 0.8984 0.8556 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2454 0.8945 0.8516 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.8984 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2379 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2384 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 55 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-56 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-56.pt +Euclidean distance between 30 and 56: 19.10964012145996. +Interpolating between 30 and 56 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2664 0.8965 0.8464 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2550 0.8945 0.8466 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2506 0.8945 0.8466 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2511 0.8945 0.8475 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2515 0.8945 0.8492 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2487 0.8965 0.8540 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2442 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2412 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2417 0.9062 0.8674 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 56 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-57 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-57.pt +Euclidean distance between 30 and 57: 19.103422164916992. +Interpolating between 30 and 57 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2270 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2249 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2290 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2369 0.9023 0.8649 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.9062 0.8703 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2420 0.9043 0.8672 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2376 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2352 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2381 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 57 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-58 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-58.pt +Euclidean distance between 30 and 58: 19.398574829101562. +Interpolating between 30 and 58 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2703 0.8926 0.8451 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2690 0.8945 0.8483 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2728 0.8965 0.8507 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2808 0.8906 0.8427 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2900 0.8867 0.8371 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2815 0.8867 0.8362 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2651 0.8965 0.8507 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2521 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2466 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 58 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-59 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-59.pt +Euclidean distance between 30 and 59: 19.048641204833984. +Interpolating between 30 and 59 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2449 0.9062 0.8659 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2364 0.9062 0.8659 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2347 0.9062 0.8674 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2376 0.9102 0.8743 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2411 0.9062 0.8696 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2417 0.9043 0.8665 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2393 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2376 0.9023 0.8619 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2396 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 59 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-60 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-60.pt +Euclidean distance between 30 and 60: 19.500173568725586. +Interpolating between 30 and 60 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2240 0.8965 0.8515 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2262 0.8945 0.8492 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2352 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2506 0.8945 0.8500 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2612 0.8926 0.8459 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2585 0.8945 0.8475 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2486 0.9023 0.8596 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2410 0.9023 0.8611 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2403 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 60 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-61 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-61.pt +Euclidean distance between 30 and 61: 21.032506942749023. +Interpolating between 30 and 61 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2577 0.8945 0.8448 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2489 0.8887 0.8357 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2704 0.8848 0.8290 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3274 0.8809 0.8190 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4043 0.8262 0.6899 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3706 0.8477 0.7417 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2644 0.9023 0.8619 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2325 0.9062 0.8703 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2323 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 61 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-62 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-62.pt +Euclidean distance between 30 and 62: 18.9086856842041. +Interpolating between 30 and 62 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2427 0.8984 0.8531 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2331 0.9023 0.8611 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.9082 0.8705 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2357 0.9121 0.8780 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2403 0.9043 0.8693 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2403 0.9082 0.8740 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2368 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2347 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2375 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 62 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-63 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-63.pt +Euclidean distance between 30 and 63: 20.94866180419922. +Interpolating between 30 and 63 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2362 0.9004 0.8618 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2361 0.8906 0.8453 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2617 0.8848 0.8329 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3169 0.8789 0.8155 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3745 0.8594 0.7647 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3302 0.8867 0.8314 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2624 0.8984 0.8556 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2349 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2338 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 63 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-64 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-64.pt +Euclidean distance between 30 and 64: 19.453414916992188. +Interpolating between 30 and 64 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2360 0.8945 0.8483 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2325 0.8965 0.8507 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2368 0.9004 0.8579 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2479 0.8984 0.8539 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2579 0.9023 0.8588 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2582 0.8984 0.8531 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2484 0.8965 0.8507 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2392 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2385 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 64 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-65 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-65.pt +Euclidean distance between 30 and 65: 19.102697372436523. +Interpolating between 30 and 65 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2666 0.8867 0.8352 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2525 0.8926 0.8451 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2458 0.8945 0.8483 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2453 0.8926 0.8459 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2466 0.8965 0.8524 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2453 0.8965 0.8532 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2414 0.8984 0.8564 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.9004 0.8595 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2401 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 65 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-66 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-66.pt +Euclidean distance between 30 and 66: 19.13567352294922. +Interpolating between 30 and 66 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2522 0.9062 0.8652 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2447 0.8926 0.8476 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2419 0.8965 0.8540 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2433 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2464 0.9004 0.8579 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2467 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2429 0.9082 0.8691 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2389 0.9082 0.8691 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2394 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 66 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-67 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-67.pt +Euclidean distance between 30 and 67: 18.82952880859375. +Interpolating between 30 and 67 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2312 0.8926 0.8459 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2299 0.8926 0.8468 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2316 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2356 0.8965 0.8540 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2392 0.8984 0.8571 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2395 0.9023 0.8626 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2374 0.9004 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2360 0.9023 0.8626 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2384 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 67 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-68 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-68.pt +Euclidean distance between 30 and 68: 21.074289321899414. +Interpolating between 30 and 68 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2508 0.8867 0.8407 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2445 0.8945 0.8500 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2621 0.8867 0.8352 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3120 0.8770 0.8119 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.4041 0.8066 0.6426 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.4248 0.7383 0.4123 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2858 0.8984 0.8462 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2351 0.9043 0.8635 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2311 0.9062 0.8681 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 68 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-69 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-69.pt +Euclidean distance between 30 and 69: 20.956613540649414. +Interpolating between 30 and 69 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2579 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2421 0.8906 0.8444 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2631 0.8906 0.8400 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3253 0.8750 0.8084 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3958 0.8477 0.7468 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3695 0.8848 0.8260 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2774 0.9043 0.8650 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2318 0.9062 0.8696 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2293 0.9082 0.8719 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 69 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-70 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-70.pt +Euclidean distance between 30 and 70: 20.60625457763672. +Interpolating between 30 and 70 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2453 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2359 0.9004 0.8571 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2441 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2645 0.8906 0.8427 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2811 0.8906 0.8427 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2710 0.8965 0.8515 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2494 0.8945 0.8475 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2369 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2370 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 70 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-71 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-71.pt +Euclidean distance between 30 and 71: 18.89602279663086. +Interpolating between 30 and 71 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2515 0.8906 0.8400 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2436 0.8945 0.8483 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2410 0.8984 0.8547 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2418 0.8926 0.8493 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.8945 0.8516 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2416 0.8965 0.8548 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2390 0.9004 0.8610 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2373 0.9004 0.8603 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2390 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 71 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-72 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-72.pt +Euclidean distance between 30 and 72: 19.22588539123535. +Interpolating between 30 and 72 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2667 0.8887 0.8357 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2566 0.8906 0.8382 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2543 0.8945 0.8448 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2574 0.8984 0.8514 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2598 0.8984 0.8514 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2561 0.8984 0.8531 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2483 0.9004 0.8563 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2423 0.9043 0.8627 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2415 0.9062 0.8659 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 72 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-73 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-73.pt +Euclidean distance between 30 and 73: 19.06636619567871. +Interpolating between 30 and 73 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2420 0.9043 0.8612 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2325 0.9062 0.8652 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2307 0.9043 0.8643 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2342 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2391 0.9043 0.8650 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2407 0.9082 0.8705 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2382 0.9082 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2356 0.9082 0.8698 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2375 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 73 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-74 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-74.pt +Euclidean distance between 30 and 74: 18.956043243408203. +Interpolating between 30 and 74 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2496 0.9023 0.8588 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2404 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2356 0.8965 0.8532 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2341 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2352 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2361 0.8984 0.8595 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2354 0.9023 0.8649 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.9004 0.8610 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2383 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 74 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-75 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-75.pt +Euclidean distance between 30 and 75: 19.014400482177734. +Interpolating between 30 and 75 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2518 0.8984 0.8523 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2441 0.9082 0.8683 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2409 0.9082 0.8691 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2415 0.9121 0.8760 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2434 0.9043 0.8658 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2431 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2396 0.9062 0.8674 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2371 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2387 0.9023 0.8611 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 75 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-76 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-76.pt +Euclidean distance between 30 and 76: 19.61212730407715. +Interpolating between 30 and 76 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2426 0.9023 0.8611 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2390 0.9004 0.8579 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2418 0.9004 0.8587 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2480 0.8984 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2536 0.9023 0.8611 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2499 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2418 0.9062 0.8667 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2381 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2399 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 76 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-77 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-77.pt +Euclidean distance between 30 and 77: 19.284406661987305. +Interpolating between 30 and 77 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2260 0.8984 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2268 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2309 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2389 0.9004 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2462 0.9023 0.8603 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2484 0.8984 0.8531 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2444 0.9004 0.8555 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2395 0.9082 0.8683 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2400 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 77 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-78 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-78.pt +Euclidean distance between 30 and 78: 20.924463272094727. +Interpolating between 30 and 78 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2486 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2423 0.9043 0.8650 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2575 0.8984 0.8571 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2885 0.8906 0.8444 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3135 0.8809 0.8222 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2921 0.8867 0.8343 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2479 0.9023 0.8626 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2315 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2339 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 78 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-79 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-79.pt +Euclidean distance between 30 and 79: 18.938310623168945. +Interpolating between 30 and 79 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2318 0.9043 0.8643 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2303 0.9023 0.8626 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2314 0.9023 0.8641 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2340 0.9004 0.8618 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2363 0.9043 0.8672 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2369 0.9004 0.8610 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2361 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2354 0.9043 0.8658 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2381 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 79 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-80 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-80.pt +Euclidean distance between 30 and 80: 19.15538787841797. +Interpolating between 30 and 80 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2337 0.9043 0.8635 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2339 0.9043 0.8643 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2381 0.9062 0.8652 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2483 0.9043 0.8620 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2572 0.8984 0.8547 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2558 0.9062 0.8674 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2492 0.9043 0.8643 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2438 0.9004 0.8579 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2429 0.9043 0.8635 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 80 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-81 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-81.pt +Euclidean distance between 30 and 81: 18.744487762451172. +Interpolating between 30 and 81 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2389 0.9102 0.8729 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2347 0.9141 0.8798 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2333 0.9082 0.8726 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2344 0.9062 0.8696 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2361 0.9023 0.8649 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2364 0.9023 0.8641 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2350 0.9043 0.8665 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2343 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2373 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 81 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-82 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-82.pt +Euclidean distance between 30 and 82: 20.66404914855957. +Interpolating between 30 and 82 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2358 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2267 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2398 0.8926 0.8468 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2693 0.8906 0.8453 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2900 0.8926 0.8509 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2755 0.8945 0.8541 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2497 0.8984 0.8595 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2361 0.9023 0.8634 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 82 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-83 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-83.pt +Euclidean distance between 30 and 83: 19.19292449951172. +Interpolating between 30 and 83 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2308 0.9023 0.8603 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2288 0.9023 0.8603 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2317 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2385 0.9023 0.8619 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2448 0.9062 0.8689 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2457 0.9043 0.8650 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2415 0.9082 0.8698 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2377 0.9062 0.8667 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2389 0.9062 0.8667 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 83 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-84 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-84.pt +Euclidean distance between 30 and 84: 19.52140235900879. +Interpolating between 30 and 84 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2325 0.8945 0.8525 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2334 0.8945 0.8533 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2387 0.8945 0.8533 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2467 0.8984 0.8579 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2538 0.8965 0.8540 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2541 0.8906 0.8436 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2475 0.8926 0.8459 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2406 0.9043 0.8643 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2397 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 84 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-85 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-85.pt +Euclidean distance between 30 and 85: 19.051328659057617. +Interpolating between 30 and 85 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2531 0.8945 0.8475 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2497 0.8965 0.8524 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2491 0.8984 0.8556 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2497 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2492 0.8965 0.8564 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2465 0.8965 0.8564 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2422 0.9004 0.8618 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2387 0.9043 0.8665 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2395 0.9043 0.8650 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 85 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-86 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-86.pt +Euclidean distance between 30 and 86: 19.220569610595703. +Interpolating between 30 and 86 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8887 0.8430 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2259 0.8906 0.8470 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2299 0.8945 0.8541 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2406 0.8984 0.8617 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2487 0.9043 0.8707 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2468 0.9062 0.8730 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2385 0.9004 0.8625 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2324 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2344 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 86 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-87 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-87.pt +Euclidean distance between 30 and 87: 18.90345573425293. +Interpolating between 30 and 87 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2473 0.8965 0.8490 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2411 0.8984 0.8547 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2396 0.8906 0.8453 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2410 0.8945 0.8525 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2428 0.8926 0.8501 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2425 0.8945 0.8525 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2399 0.9023 0.8634 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2377 0.8984 0.8571 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2391 0.9004 0.8595 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 87 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-88 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-88.pt +Euclidean distance between 30 and 88: 18.892452239990234. +Interpolating between 30 and 88 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2210 0.9062 0.8667 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2213 0.9160 0.8828 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2245 0.9160 0.8835 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2292 0.9141 0.8811 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2330 0.9121 0.8780 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2344 0.9082 0.8726 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2340 0.9082 0.8719 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2343 0.9062 0.8689 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2379 0.9023 0.8626 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 88 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-89 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-89.pt +Euclidean distance between 30 and 89: 18.85879135131836. +Interpolating between 30 and 89 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2454 0.9043 0.8627 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2398 0.9023 0.8619 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2370 0.9062 0.8681 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2364 0.9004 0.8603 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2363 0.9023 0.8634 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2356 0.9062 0.8681 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2339 0.9062 0.8681 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2335 0.9062 0.8674 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2371 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 89 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-90 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-90.pt +Euclidean distance between 30 and 90: 18.90677833557129. +Interpolating between 30 and 90 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2301 0.8965 0.8507 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2235 0.9043 0.8635 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2233 0.9023 0.8619 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2277 0.9062 0.8674 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2327 0.9102 0.8736 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2348 0.9121 0.8767 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2345 0.9102 0.8736 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2343 0.9082 0.8712 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2377 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 90 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-91 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-91.pt +Euclidean distance between 30 and 91: 19.16748046875. +Interpolating between 30 and 91 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2264 0.8945 0.8492 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2261 0.8984 0.8564 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2308 0.9023 0.8626 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2385 0.8984 0.8587 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2453 0.8945 0.8525 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2461 0.8984 0.8579 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2408 0.9004 0.8603 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2364 0.9082 0.8705 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2382 0.9043 0.8643 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 91 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-92 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-92.pt +Euclidean distance between 30 and 92: 20.412683486938477. +Interpolating between 30 and 92 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2392 0.8926 0.8442 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2305 0.8965 0.8532 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2394 0.8926 0.8485 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2649 0.8965 0.8556 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2850 0.9004 0.8633 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2754 0.8887 0.8455 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2517 0.8926 0.8485 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2373 0.9062 0.8681 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2366 0.9023 0.8619 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 92 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-93 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-93.pt +Euclidean distance between 30 and 93: 19.548599243164062. +Interpolating between 30 and 93 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2326 0.9004 0.8547 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2379 0.9023 0.8588 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2484 0.8984 0.8539 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2655 0.8984 0.8531 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2855 0.8945 0.8466 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2750 0.8926 0.8451 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2563 0.9004 0.8571 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2449 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2422 0.9043 0.8627 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 93 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-94 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-94.pt +Euclidean distance between 30 and 94: 20.89225959777832. +Interpolating between 30 and 94 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2572 0.8965 0.8473 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2488 0.8945 0.8439 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2680 0.8887 0.8338 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.3188 0.8750 0.8072 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.3719 0.8477 0.7400 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.3263 0.8887 0.8319 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2593 0.9062 0.8696 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2321 0.9004 0.8618 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2317 0.9062 0.8689 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 94 +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-30 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-30.pt +Encountered Error: connectivity/bert_ft_qqp-95 does not appear to have a file named flax_model.msgpack. +Trying to load model from connectivity/bert_ft_qqp-95.pt +Euclidean distance between 30 and 95: 19.303117752075195. +Interpolating between 30 and 95 on qqp +[0.0, 1.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 0 0.2482 0.9062 0.8644 +[0.1111111111111111, 0.8888888888888888] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 1 0.2388 0.9043 0.8627 +[0.2222222222222222, 0.7777777777777778] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 2 0.2361 0.9023 0.8611 +[0.3333333333333333, 0.6666666666666667] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 3 0.2384 0.9043 0.8650 +[0.4444444444444444, 0.5555555555555556] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 4 0.2433 0.9004 0.8587 +[0.5555555555555556, 0.4444444444444444] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 5 0.2460 0.9023 0.8611 +[0.6666666666666666, 0.33333333333333337] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 6 0.2430 0.9062 0.8659 +[0.7777777777777777, 0.22222222222222232] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 7 0.2385 0.9062 0.8659 +[0.8888888888888888, 0.11111111111111116] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 8 0.2389 0.9082 0.8691 +[1.0, 0.0] + point_num loss accuracy f1 +----------- -------- ---------- -------- + 9 0.2470 0.9004 0.8579 +Completed interpolation from 30 to 95 +Wrote the values to ../logs/NLI/qqp_berts/qqp_interpol@15000steps/interpol_qqp_validation9.pkl!