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The Re-run loop, wired: one click fires onRerun exactly once however fast you hit it, the cell goes queued → running (elapsed = injected now − startedAt) → finished, and the button stays inert for the whole live stretch. Output sticks to the tail while it streams; scroll up and it lets go.

In [7] · pythonfinished · Python 3.12 · pandas 2.2 · exit 03.8 s

        orders     revenue     aov  return_rate
region                                          
EMEA      4821  1842305.40  382.14        0.031
NA        4102  1655120.05  403.49        0.028
APAC      2260   712884.22  315.43        0.044
LATAM     1849   460576.35  249.09        0.052
MEA        988   368461.08  372.94        0.037
CN         874   307050.90  351.32        0.021
JP         702   263186.48  374.91        0.019
ANZ        541   230288.18  425.67        0.024
SEA        410   204700.60  499.27          NaN
IN         392   184230.54  469.98          NaN

[10 rows x 4 columns] · full frame: 12,480 rows
Saved /mnt/data/revenue_by_region.png (720x420, 84.2 kB)
Saved /mnt/data/revenue_by_region.csv (18.4 kB)

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no callback fired yet

state='succeeded' — tabs are derived from what the run actually produced. Open Result for the dataframe (8 of 10 sent rows, and it says the frame really has 12,480), the plot, and two file chips: the CSV downloads for real, the parquet has no url because its sandbox expired, so it is a label instead of a dead link.

In [7] · pythonfinished · Python 3.12 · pandas 2.2 · exit 03.8 s

by_region.head(10) · DataFrame

by_region.head(10) · DataFrame
region	orders	revenue	aov	return_rate
EMEA	4,900	1,842,305.4	410	0.037
NA	4,489	921,152.7	400.6	0.05
APAC	4,078	614,101.8	391.2	0.056
LATAM	3,667	460,576.35	381.8	0.011
MEA	3,256	368,461.08	372.4	0.028
CN	2,845	307,050.9	363	0.057
JP	2,434	263,186.49	353.6	0.038
ANZ	2,023	230,288.17	344.2	0.012

Showing 8 of 10 rows · the sandbox sent 10 of 12,480

Bar chart of revenue by region, EMEA highest at 1.84 M, falling to 184 K in India. — revenue_by_region.png

revenue_by_region.csv18 kB · text/csvorders_2026Q1.clean.parquet4.8 MB · application/vnd.apache.parquet· expired

state='failed' — the exception sits ABOVE the tabs where it cannot be missed, and the 22-line traceback is excerpted from both ends (first line + the frames nearest the raise) with the hidden count stated. Copy always writes the whole thing. The code opens itself here.

In [11] · pythonfailed · Python 3.12 · pandas 2.2 · exit 1640 ms

1import pandas as pd2import matplotlib.pyplot as plt3 4orders = pd.read_csv("/mnt/data/orders_2026Q1.csv", parse_dates=["placed_at"])5orders["revenue"] = orders["units"] * orders["unit_price"]6 7by_region = (8    orders.groupby("region")9    .agg(orders=("order_id", "count"), revenue=("revenue", "sum"))10    .assign(aov=lambda df: df.revenue / df.orders)11    .sort_values("revenue", ascending=False)12)13 14print(by_region.head(10).to_string())15by_region["revenue"].plot(kind="bar", title="Revenue by region")16plt.savefig("/mnt/data/revenue_by_region.png", dpi=140, bbox_inches="tight")17by_region.to_csv("/mnt/data/revenue_by_region.csv")

python · 17 lines

KeyError: 'unit_price'

Traceback (most recent call last):
  … 10 frame lines hidden …

Traceback (most recent call last):
  File "/mnt/session/cell_7.py", line 5, in <module>
    orders["revenue"] = orders["units"] * orders["unit_price"]
                                          ~~~~~~^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/site-packages/pandas/core/frame.py", line 4102, in __getitem__
    indexer = self.columns.get_loc(key)
              ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib/python3.12/site-packages/pandas/core/indexes/base.py", line 3812, in get_loc
    raise KeyError(key) from err
KeyError: 'unit_price'

sys:1: DtypeWarning: Columns (7,9) have mixed types. Specify dtype option on import or set low_memory=False.

1 line

state='running' with now="2026-03-04T09:41:12.000Z" injected — elapsed is derived as now − startedAt (7.4 s here), never accumulated, so this render is identical on the server and in a screenshot. 31 of 40 chunks have printed so far.

In [9] · pythonrunning · Python 3.12 · sandbox us-east-17.4 s

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state='queued' — a first-class state, not a spinner: it says how many runs are ahead, offers no tabs it cannot fill, and Re-run stays inert until the cell settles.

In [10] · pythonqueued · 2 ahead · Python 3.12 · cold sandbox

Waiting for a sandbox to pick this up.

Warnings on stderr with exit 0. stderr is a CHANNEL, not a verdict: two deprecation warnings do not turn a successful run red — the tab is there, the card is not.

In [8] · pythonfinished · Python 3.12 · pandas 2.2 · exit 01.2 s

/mnt/session/cell_8.py:5: UserWarning: Could not infer format, so each element will be parsed individually, falling back to `dateutil`.
  frame["placed_at"] = pd.to_datetime(frame["placed_at"])
/usr/lib/python3.12/site-packages/pandas/core/dtypes/cast.py:1641: DeprecationWarning: np.find_common_type is deprecated.
  common = np.find_common_type(types, [])

4 lines

4,002 lines of ANSI-coloured log ending in a carriage-return progress bar. Escape codes are stripped instead of printed, the bar collapses to its final frame, and the pane keeps the LAST 200 lines — the tail is where a program's answer lives — above the exact count.

In [12] · pythonfinished · Python 3.12 · 4 vCPU · exit 03 m 4 s

INFO  batch 3803  index monitor in 619 ms
INFO  batch 3804  reboot driver in 617 ms
INFO  batch 3805  copy hard drive in 488 ms
INFO  batch 3806  transmit bandwidth in 871 ms
INFO  batch 3807  hack microchip in 109 ms
INFO  batch 3808  index panel in 378 ms
WARN  batch 3809  compress pixel in 896 ms
INFO  batch 3810  override capacitor in 418 ms
INFO  batch 3811  hack microchip in 525 ms
INFO  batch 3812  reboot capacitor in 653 ms
INFO  batch 3813  copy bus in 244 ms
INFO  batch 3814  generate bandwidth in 394 ms
INFO  batch 3815  navigate feed in 786 ms
INFO  batch 3816  connect capacitor in 150 ms
INFO  batch 3817  navigate program in 650 ms
INFO  batch 3818  bypass port in 888 ms
INFO  batch 3819  compress firewall in 551 ms
INFO  batch 3820  parse panel in 619 ms
INFO  batch 3821  generate feed in 269 ms
INFO  batch 3822  program capacitor in 718 ms
INFO  batch 3823  navigate card in 7 ms
INFO  batch 3824  copy application in 578 ms
INFO  batch 3825  bypass pixel in 456 ms
WARN  batch 3826  compress circuit in 329 ms
INFO  batch 3827  parse matrix in 341 ms
INFO  batch 3828  input circuit in 432 ms
INFO  batch 3829  generate application in 63 ms
INFO  batch 3830  input firewall in 692 ms
INFO  batch 3831  override bus in 729 ms
INFO  batch 3832  hack circuit in 724 ms
INFO  batch 3833  parse hard drive in 798 ms
INFO  batch 3834  navigate pixel in 481 ms
INFO  batch 3835  copy system in 796 ms
INFO  batch 3836  generate array in 512 ms
INFO  batch 3837  compress alarm in 873 ms
INFO  batch 3838  copy protocol in 59 ms
INFO  batch 3839  calculate alarm in 569 ms
INFO  batch 3840  program transmitter in 873 ms
INFO  batch 3841  transmit transmitter in 403 ms
INFO  batch 3842  transmit system in 97 ms
WARN  batch 3843  input protocol in 100 ms
INFO  batch 3844  transmit panel in 205 ms
INFO  batch 3845  index bandwidth in 666 ms
INFO  batch 3846  override panel in 344 ms
INFO  batch 3847  parse bandwidth in 368 ms
INFO  batch 3848  synthesize port in 287 ms
INFO  batch 3849  transmit feed in 27 ms
INFO  batch 3850  generate bus in 251 ms
INFO  batch 3851  back up driver in 58 ms
INFO  batch 3852  connect circuit in 630 ms
INFO  batch 3853  navigate interface in 632 ms
INFO  batch 3854  compress port in 242 ms
INFO  batch 3855  calculate transmitter in 467 ms
INFO  batch 3856  program system in 644 ms
INFO  batch 3857  connect card in 829 ms
INFO  batch 3858  quantify program in 137 ms
INFO  batch 3859  synthesize feed in 726 ms
WARN  batch 3860  calculate alarm in 835 ms
INFO  batch 3861  program firewall in 461 ms
INFO  batch 3862  transmit monitor in 149 ms
INFO  batch 3863  quantify capacitor in 586 ms
INFO  batch 3864  input bandwidth in 299 ms
INFO  batch 3865  generate bus in 95 ms
INFO  batch 3866  connect driver in 880 ms
INFO  batch 3867  parse alarm in 387 ms
INFO  batch 3868  calculate system in 376 ms
INFO  batch 3869  back up transmitter in 813 ms
INFO  batch 3870  reboot monitor in 495 ms
INFO  batch 3871  compress firewall in 282 ms
INFO  batch 3872  input port in 67 ms
INFO  batch 3873  compress circuit in 800 ms
INFO  batch 3874  calculate driver in 235 ms
INFO  batch 3875  copy protocol in 480 ms
INFO  batch 3876  reboot array in 783 ms
WARN  batch 3877  navigate interface in 713 ms
INFO  batch 3878  copy array in 833 ms
INFO  batch 3879  override driver in 648 ms
INFO  batch 3880  compress circuit in 333 ms
INFO  batch 3881  calculate bus in 430 ms
INFO  batch 3882  back up panel in 91 ms
INFO  batch 3883  calculate bandwidth in 118 ms
INFO  batch 3884  copy bus in 23 ms
INFO  batch 3885  index sensor in 204 ms
INFO  batch 3886  connect program in 244 ms
INFO  batch 3887  override transmitter in 167 ms
INFO  batch 3888  input sensor in 439 ms
INFO  batch 3889  reboot alarm in 307 ms
INFO  batch 3890  copy panel in 488 ms
INFO  batch 3891  back up capacitor in 339 ms
INFO  batch 3892  back up bus in 802 ms
INFO  batch 3893  parse array in 276 ms
WARN  batch 3894  connect protocol in 555 ms
INFO  batch 3895  quantify protocol in 581 ms
INFO  batch 3896  quantify monitor in 211 ms
INFO  batch 3897  reboot sensor in 98 ms
INFO  batch 3898  compress pixel in 186 ms
INFO  batch 3899  bypass matrix in 793 ms
INFO  batch 3900  synthesize protocol in 312 ms
INFO  batch 3901  program monitor in 771 ms
INFO  batch 3902  parse circuit in 760 ms
INFO  batch 3903  input application in 425 ms
INFO  batch 3904  synthesize firewall in 144 ms
INFO  batch 3905  back up system in 279 ms
INFO  batch 3906  quantify panel in 702 ms
INFO  batch 3907  transmit pixel in 712 ms
INFO  batch 3908  compress firewall in 359 ms
INFO  batch 3909  transmit program in 580 ms
INFO  batch 3910  navigate array in 603 ms
WARN  batch 3911  input matrix in 651 ms
INFO  batch 3912  program sensor in 302 ms
INFO  batch 3913  bypass protocol in 685 ms
INFO  batch 3914  synthesize microchip in 264 ms
INFO  batch 3915  index alarm in 717 ms
INFO  batch 3916  copy transmitter in 505 ms
INFO  batch 3917  input firewall in 890 ms
INFO  batch 3918  connect sensor in 283 ms
INFO  batch 3919  compress system in 431 ms
INFO  batch 3920  transmit panel in 118 ms
INFO  batch 3921  connect application in 513 ms
INFO  batch 3922  generate microchip in 839 ms
INFO  batch 3923  calculate array in 892 ms
INFO  batch 3924  override circuit in 39 ms
INFO  batch 3925  input circuit in 369 ms
INFO  batch 3926  back up pixel in 372 ms
INFO  batch 3927  navigate application in 250 ms
WARN  batch 3928  copy alarm in 850 ms
INFO  batch 3929  index port in 833 ms
INFO  batch 3930  hack bandwidth in 618 ms
INFO  batch 3931  back up alarm in 607 ms
INFO  batch 3932  program card in 394 ms
INFO  batch 3933  index matrix in 140 ms
INFO  batch 3934  parse card in 199 ms
INFO  batch 3935  navigate bus in 630 ms
INFO  batch 3936  calculate bus in 884 ms
INFO  batch 3937  navigate circuit in 123 ms
INFO  batch 3938  calculate microchip in 21 ms
INFO  batch 3939  calculate bus in 636 ms
INFO  batch 3940  input microchip in 734 ms
INFO  batch 3941  reboot application in 322 ms
INFO  batch 3942  synthesize program in 875 ms
INFO  batch 3943  reboot monitor in 860 ms
INFO  batch 3944  copy microchip in 549 ms
WARN  batch 3945  back up program in 199 ms
INFO  batch 3946  transmit sensor in 793 ms
INFO  batch 3947  transmit interface in 669 ms
INFO  batch 3948  input matrix in 62 ms
INFO  batch 3949  bypass application in 671 ms
INFO  batch 3950  compress driver in 279 ms
INFO  batch 3951  compress firewall in 810 ms
INFO  batch 3952  back up card in 166 ms
INFO  batch 3953  hack bus in 504 ms
INFO  batch 3954  copy microchip in 175 ms
INFO  batch 3955  quantify microchip in 63 ms
INFO  batch 3956  generate monitor in 708 ms
INFO  batch 3957  navigate port in 309 ms
INFO  batch 3958  hack card in 21 ms
INFO  batch 3959  connect circuit in 161 ms
INFO  batch 3960  compress array in 828 ms
INFO  batch 3961  synthesize firewall in 488 ms
WARN  batch 3962  override hard drive in 9 ms
INFO  batch 3963  generate system in 674 ms
INFO  batch 3964  calculate protocol in 516 ms
INFO  batch 3965  input program in 675 ms
INFO  batch 3966  quantify sensor in 610 ms
INFO  batch 3967  compress interface in 116 ms
INFO  batch 3968  synthesize monitor in 644 ms
INFO  batch 3969  synthesize monitor in 249 ms
INFO  batch 3970  transmit program in 525 ms
INFO  batch 3971  override microchip in 707 ms
INFO  batch 3972  navigate firewall in 592 ms
INFO  batch 3973  index panel in 439 ms
INFO  batch 3974  back up driver in 692 ms
INFO  batch 3975  hack hard drive in 258 ms
INFO  batch 3976  override alarm in 495 ms
INFO  batch 3977  generate driver in 147 ms
INFO  batch 3978  back up bandwidth in 355 ms
WARN  batch 3979  navigate matrix in 383 ms
INFO  batch 3980  hack driver in 33 ms
INFO  batch 3981  navigate matrix in 726 ms
INFO  batch 3982  index transmitter in 721 ms
INFO  batch 3983  input panel in 452 ms
INFO  batch 3984  generate microchip in 209 ms
INFO  batch 3985  back up protocol in 639 ms
INFO  batch 3986  input feed in 635 ms
INFO  batch 3987  hack circuit in 528 ms
INFO  batch 3988  reboot firewall in 828 ms
INFO  batch 3989  input circuit in 610 ms
INFO  batch 3990  hack interface in 336 ms
INFO  batch 3991  back up matrix in 562 ms
INFO  batch 3992  index feed in 711 ms
INFO  batch 3993  parse capacitor in 859 ms
INFO  batch 3994  compress alarm in 312 ms
INFO  batch 3995  quantify system in 854 ms
WARN  batch 3996  copy panel in 343 ms
INFO  batch 3997  parse sensor in 724 ms
INFO  batch 3998  bypass system in 63 ms
INFO  batch 3999  hack card in 633 ms
INFO  batch 4000  override firewall in 400 ms
fitting: ████████████████████ 100%
✓ fit complete — best val_loss 0.2417 at epoch 3

Showing the last 200 of 4,002 lines

A run whose entire answer is an artifact: nothing was printed, so there is no stdout tab at all and Result is selected by itself. The image reserves its box from the intrinsic size and falls back to a named placeholder if the sandbox no longer serves it.

In [13] · pythonfinished · Python 3.12 · matplotlib 3.9 · exit 0910 ms

revenue_by_region.csv18 kB · text/csv

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orders revenue aov return_rate region EMEA 4821 1842305.40 382.14 0.031 NA 4102 1655120.05 403.49 0.028 APAC 2260 712884.22 315.43 0.044 LATAM 1849 460576.35 249.09 0.052 MEA 988 368461.08 372.94 0.037 CN 874 307050.90 351.32 0.021 JP 702 263186.48 374.91 0.019 ANZ 541 230288.18 425.67 0.024 SEA 410 204700.60 499.27 NaN IN 392 184230.54 469.98 NaN [10 rows x 4 columns] · full frame: 12,480 rows Saved /mnt/data/revenue_by_region.png (720x420, 84.2 kB) Saved /mnt/data/revenue_by_region.csv (18.4 kB)

region

orders

revenue

aov

return_rate

EMEA

4,900

1,842,305.4

410

0.037

4,489

921,152.7

400.6

0.05

APAC

4,078

614,101.8

391.2

0.056

LATAM

3,667

460,576.35

381.8

0.011

MEA

3,256

368,461.08

372.4

0.028

2,845

307,050.9

363

0.057

2,434

263,186.49

353.6

0.038

ANZ

2,023

230,288.17

344.2

0.012

1import pandas as pd2import matplotlib.pyplot as plt3 4orders = pd.read_csv("/mnt/data/orders_2026Q1.csv", parse_dates=["placed_at"])5orders["revenue"] = orders["units"] * orders["unit_price"]6 7by_region = (8 orders.groupby("region")9 .agg(orders=("order_id", "count"), revenue=("revenue", "sum"))10 .assign(aov=lambda df: df.revenue / df.orders)11 .sort_values("revenue", ascending=False)12)13 14print(by_region.head(10).to_string())15by_region["revenue"].plot(kind="bar", title="Revenue by region")16plt.savefig("/mnt/data/revenue_by_region.png", dpi=140, bbox_inches="tight")17by_region.to_csv("/mnt/data/revenue_by_region.csv")

Traceback (most recent call last): … 10 frame lines hidden … Traceback (most recent call last): File "/mnt/session/cell_7.py", line 5, in <module> orders["revenue"] = orders["units"] * orders["unit_price"] ~~~~~~^^^^^^^^^^^^^^ File "/usr/lib/python3.12/site-packages/pandas/core/frame.py", line 4102, in __getitem__ indexer = self.columns.get_loc(key) ^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/lib/python3.12/site-packages/pandas/core/indexes/base.py", line 3812, in get_loc raise KeyError(key) from err KeyError: 'unit_price'

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/mnt/session/cell_8.py:5: UserWarning: Could not infer format, so each element will be parsed individually, falling back to `dateutil`. frame["placed_at"] = pd.to_datetime(frame["placed_at"]) /usr/lib/python3.12/site-packages/pandas/core/dtypes/cast.py:1641: DeprecationWarning: np.find_common_type is deprecated. common = np.find_common_type(types, [])

INFO batch 3803 index monitor in 619 ms INFO batch 3804 reboot driver in 617 ms INFO batch 3805 copy hard drive in 488 ms INFO batch 3806 transmit bandwidth in 871 ms INFO batch 3807 hack microchip in 109 ms INFO batch 3808 index panel in 378 ms WARN batch 3809 compress pixel in 896 ms INFO batch 3810 override capacitor in 418 ms INFO batch 3811 hack microchip in 525 ms INFO batch 3812 reboot capacitor in 653 ms INFO batch 3813 copy bus in 244 ms INFO batch 3814 generate bandwidth in 394 ms INFO batch 3815 navigate feed in 786 ms INFO batch 3816 connect capacitor in 150 ms INFO batch 3817 navigate program in 650 ms INFO batch 3818 bypass port in 888 ms INFO batch 3819 compress firewall in 551 ms INFO batch 3820 parse panel in 619 ms INFO batch 3821 generate feed in 269 ms INFO batch 3822 program capacitor in 718 ms INFO batch 3823 navigate card in 7 ms INFO batch 3824 copy application in 578 ms INFO batch 3825 bypass pixel in 456 ms WARN batch 3826 compress circuit in 329 ms INFO batch 3827 parse matrix in 341 ms INFO batch 3828 input circuit in 432 ms INFO batch 3829 generate application in 63 ms INFO batch 3830 input firewall in 692 ms INFO batch 3831 override bus in 729 ms INFO batch 3832 hack circuit in 724 ms INFO batch 3833 parse hard drive in 798 ms INFO batch 3834 navigate pixel in 481 ms INFO batch 3835 copy system in 796 ms INFO batch 3836 generate array in 512 ms INFO batch 3837 compress alarm in 873 ms INFO batch 3838 copy protocol in 59 ms INFO batch 3839 calculate alarm in 569 ms INFO batch 3840 program transmitter in 873 ms INFO batch 3841 transmit transmitter in 403 ms INFO batch 3842 transmit system in 97 ms WARN batch 3843 input protocol in 100 ms INFO batch 3844 transmit panel in 205 ms INFO batch 3845 index bandwidth in 666 ms INFO batch 3846 override panel in 344 ms INFO batch 3847 parse bandwidth in 368 ms INFO batch 3848 synthesize port in 287 ms INFO batch 3849 transmit feed in 27 ms INFO batch 3850 generate bus in 251 ms INFO batch 3851 back up driver in 58 ms INFO batch 3852 connect circuit in 630 ms INFO batch 3853 navigate interface in 632 ms INFO batch 3854 compress port in 242 ms INFO batch 3855 calculate transmitter in 467 ms INFO batch 3856 program system in 644 ms INFO batch 3857 connect card in 829 ms INFO batch 3858 quantify program in 137 ms INFO batch 3859 synthesize feed in 726 ms WARN batch 3860 calculate alarm in 835 ms INFO batch 3861 program firewall in 461 ms INFO batch 3862 transmit monitor in 149 ms INFO batch 3863 quantify capacitor in 586 ms INFO batch 3864 input bandwidth in 299 ms INFO batch 3865 generate bus in 95 ms INFO batch 3866 connect driver in 880 ms INFO batch 3867 parse alarm in 387 ms INFO batch 3868 calculate system in 376 ms INFO batch 3869 back up transmitter in 813 ms INFO batch 3870 reboot monitor in 495 ms INFO batch 3871 compress firewall in 282 ms INFO batch 3872 input port in 67 ms INFO batch 3873 compress circuit in 800 ms INFO batch 3874 calculate driver in 235 ms INFO batch 3875 copy protocol in 480 ms INFO batch 3876 reboot array in 783 ms WARN batch 3877 navigate interface in 713 ms INFO batch 3878 copy array in 833 ms INFO batch 3879 override driver in 648 ms INFO batch 3880 compress circuit in 333 ms INFO batch 3881 calculate bus in 430 ms INFO batch 3882 back up panel in 91 ms INFO batch 3883 calculate bandwidth in 118 ms INFO batch 3884 copy bus in 23 ms INFO batch 3885 index sensor in 204 ms INFO batch 3886 connect program in 244 ms INFO batch 3887 override transmitter in 167 ms INFO batch 3888 input sensor in 439 ms INFO batch 3889 reboot alarm in 307 ms INFO batch 3890 copy panel in 488 ms INFO batch 3891 back up capacitor in 339 ms INFO batch 3892 back up bus in 802 ms INFO batch 3893 parse array in 276 ms WARN batch 3894 connect protocol in 555 ms INFO batch 3895 quantify protocol in 581 ms INFO batch 3896 quantify monitor in 211 ms INFO batch 3897 reboot sensor in 98 ms INFO batch 3898 compress pixel in 186 ms INFO batch 3899 bypass matrix in 793 ms INFO batch 3900 synthesize protocol in 312 ms INFO batch 3901 program monitor in 771 ms INFO batch 3902 parse circuit in 760 ms INFO batch 3903 input application in 425 ms INFO batch 3904 synthesize firewall in 144 ms INFO batch 3905 back up system in 279 ms INFO batch 3906 quantify panel in 702 ms INFO batch 3907 transmit pixel in 712 ms INFO batch 3908 compress firewall in 359 ms INFO batch 3909 transmit program in 580 ms INFO batch 3910 navigate array in 603 ms WARN batch 3911 input matrix in 651 ms INFO batch 3912 program sensor in 302 ms INFO batch 3913 bypass protocol in 685 ms INFO batch 3914 synthesize microchip in 264 ms INFO batch 3915 index alarm in 717 ms INFO batch 3916 copy transmitter in 505 ms INFO batch 3917 input firewall in 890 ms INFO batch 3918 connect sensor in 283 ms INFO batch 3919 compress system in 431 ms INFO batch 3920 transmit panel in 118 ms INFO batch 3921 connect application in 513 ms INFO batch 3922 generate microchip in 839 ms INFO batch 3923 calculate array in 892 ms INFO batch 3924 override circuit in 39 ms INFO batch 3925 input circuit in 369 ms INFO batch 3926 back up pixel in 372 ms INFO batch 3927 navigate application in 250 ms WARN batch 3928 copy alarm in 850 ms INFO batch 3929 index port in 833 ms INFO batch 3930 hack bandwidth in 618 ms INFO batch 3931 back up alarm in 607 ms INFO batch 3932 program card in 394 ms INFO batch 3933 index matrix in 140 ms INFO batch 3934 parse card in 199 ms INFO batch 3935 navigate bus in 630 ms INFO batch 3936 calculate bus in 884 ms INFO batch 3937 navigate circuit in 123 ms INFO batch 3938 calculate microchip in 21 ms INFO batch 3939 calculate bus in 636 ms INFO batch 3940 input microchip in 734 ms INFO batch 3941 reboot application in 322 ms INFO batch 3942 synthesize program in 875 ms INFO batch 3943 reboot monitor in 860 ms INFO batch 3944 copy microchip in 549 ms WARN batch 3945 back up program in 199 ms INFO batch 3946 transmit sensor in 793 ms INFO batch 3947 transmit interface in 669 ms INFO batch 3948 input matrix in 62 ms INFO batch 3949 bypass application in 671 ms INFO batch 3950 compress driver in 279 ms INFO batch 3951 compress firewall in 810 ms INFO batch 3952 back up card in 166 ms INFO batch 3953 hack bus in 504 ms INFO batch 3954 copy microchip in 175 ms INFO batch 3955 quantify microchip in 63 ms INFO batch 3956 generate monitor in 708 ms INFO batch 3957 navigate port in 309 ms INFO batch 3958 hack card in 21 ms INFO batch 3959 connect circuit in 161 ms INFO batch 3960 compress array in 828 ms INFO batch 3961 synthesize firewall in 488 ms WARN batch 3962 override hard drive in 9 ms INFO batch 3963 generate system in 674 ms INFO batch 3964 calculate protocol in 516 ms INFO batch 3965 input program in 675 ms INFO batch 3966 quantify sensor in 610 ms INFO batch 3967 compress interface in 116 ms INFO batch 3968 synthesize monitor in 644 ms INFO batch 3969 synthesize monitor in 249 ms INFO batch 3970 transmit program in 525 ms INFO batch 3971 override microchip in 707 ms INFO batch 3972 navigate firewall in 592 ms INFO batch 3973 index panel in 439 ms INFO batch 3974 back up driver in 692 ms INFO batch 3975 hack hard drive in 258 ms INFO batch 3976 override alarm in 495 ms INFO batch 3977 generate driver in 147 ms INFO batch 3978 back up bandwidth in 355 ms WARN batch 3979 navigate matrix in 383 ms INFO batch 3980 hack driver in 33 ms INFO batch 3981 navigate matrix in 726 ms INFO batch 3982 index transmitter in 721 ms INFO batch 3983 input panel in 452 ms INFO batch 3984 generate microchip in 209 ms INFO batch 3985 back up protocol in 639 ms INFO batch 3986 input feed in 635 ms INFO batch 3987 hack circuit in 528 ms INFO batch 3988 reboot firewall in 828 ms INFO batch 3989 input circuit in 610 ms INFO batch 3990 hack interface in 336 ms INFO batch 3991 back up matrix in 562 ms INFO batch 3992 index feed in 711 ms INFO batch 3993 parse capacitor in 859 ms INFO batch 3994 compress alarm in 312 ms INFO batch 3995 quantify system in 854 ms WARN batch 3996 copy panel in 343 ms INFO batch 3997 parse sensor in 724 ms INFO batch 3998 bypass system in 63 ms INFO batch 3999 hack card in 633 ms INFO batch 4000 override firewall in 400 ms fitting: ████████████████████ 100% ✓ fit complete — best val_loss 0.2417 at epoch 3