2Vhm(rddlZddlZddlZddlZddlmZddlmZddlm Z edGddZ y)N)backend) keras_export)io_utilszkeras.utils.Progbarc>eZdZdZ ddZd dZd dZdZdZy) Progbara_Displays a progress bar. Args: target: Total number of steps expected, None if unknown. width: Progress bar width on screen. verbose: Verbosity mode, 0 (silent), 1 (verbose), 2 (semi-verbose) stateful_metrics: Iterable of string names of metrics that should *not* be averaged over time. Metrics in this list will be displayed as-is. All others will be averaged by the progbar before display. interval: Minimum visual progress update interval (in seconds). unit_name: Display name for step counts (usually "step" or "sample"). Nc,||_||_||_||_||_|rt ||_nt |_ttjdxrtjjxs:dtjvxs&dtjvxsdtjv|_d|_i|_g|_t%j$|_d|_|j&|_d|_d|_y)Nisatty ipykernelposixPYCHARM_HOSTEDr)targetwidthverboseinterval unit_namesetstateful_metricshasattrsysstdoutr modulesosenviron_dynamic_display _seen_so_far_values _values_ordertime_start _last_update_time_at_epoch_start_time_after_first_step_prev_total_width)selfr rrrrrs G/home/dcms/DCMS/lib/python3.12/site-packages/keras/src/utils/progbar.py__init__zProgbar.__init__s     " $'(8$9D !$'ED !SZZ * Bszz/@/@/B .ckk) .#++% . 2::-   iik $(KK!&*#!"c  ||jd}n||jk\}|xsg}|D]\}}||jvr|jj|||jvrtt ||j z d}||j vr||z|g|j |<y|j |dxx||zz cc<|j |dxx|z cc<|dg|j |<||_d}d}tj} |j|| } |jdk(r| |jz |jkr|sy|jr|d|jzz }|dz }n|dz }|jttj |jdz} d t#| zd z||jfz} d | d } |d z }t%||jz } t|j&| z}|dkDr| dd|zzdzz } |dz }| dd|j&|z zzdzz } |dz }nd|z} || z }|jM|sK| |j|z z}|dkDrd|dz|dzdz|dzfz}n|dkDrd|dz|dzfz}nd|z}d|d}nd| |j(z dd}|d z }||j+| |j,z }|jD]}|d|dz }t/|j |t0rt3j4t2j6j9|j |dt d|j |dz }t%|}t;|dkDr |d|d z }|d|d!z }|d|j |z }||z }t=| t=|z|z }|j|kDr|d|j|z zz }|r|dz }t?j@|d"||_ d}| |_ y|jd#k(r:|r7ttj |jdz} d t#| zd z||jfz}|d| |j(z dd$}|d%|j+| |j,zz }|jD]}|d|dz }t3j4t2j6j9|j |dt d|j |dz }|dkDr |d|d z }z|d|d!z }|dz }||z }t?j@|d"d}| |_ y)&aUpdates the progress bar. Args: current: Index of current step. values: List of tuples: `(name, value_for_last_step)`. If `name` is in `stateful_metrics`, `value_for_last_step` will be displayed as-is. Else, an average of the metric over time will be displayed. finalize: Whether this is the last update for the progress bar. If `None`, defaults to `current >= self.target`. NFr  %zd/%dzz zu━z zz %7d/Unknowniz %d:%02d:%02d<z%d:%02dz%dsz .0fzsz - :MbP? z.4fz.4e) line_breaksz -)!r rappendrmaxrrr_estimate_step_durationrr rrr#intmathlog10strfloatrr _format_timer isinstancelistrconvert_to_numpynumpymeanabslenr print_msg)r$currentvaluesfinalizekv value_basemessagespecial_char_lennow time_per_unit numdigitsbarprog prog_widtheta eta_formatinfoavg total_widthcounts r%updatezProgbar.update>s  {{" "dkk12 )DAq***""))!,--- !4+<+9uz'99IEEC$)$y5DJJ,C#DDyPP A% $g- sNG{{&x#t{{W'<=:!/t t*b3"J 2X!*cRir-B!BJ!&J!*W5"# "3C!8A  !  D%%mT^^D DD'' 2#aS "dll1ot4!22 ** LLOA.Q Q8J1KKC  *C3x$!C9 -!C9 -a Q011D 2 tOGc(SY.1AAK%% 33$"8"8;"FGG4   w5 9%0D "G0 -\\Q  4;; 781< s9~-67DKK:PPC$++$5c#:!<t00OOO++ .Ac!AJ&D!22 ** LLOA.Q Q8J1KKC Tz!C9 -!C9 - . 4""7u=r'cB|j|j|z|yN)r^r)r$nrKs r%addz Progbar.adds D%%)62r'cd}|dk\s|dk(r|d|dd|z }|S|dk\r|d|dzdd |z }|S|d|d zdd |z }|S) aformat a given duration to display to the user. Given the duration, this function formats it in either milliseconds or seconds and displays the unit (i.e. ms/step or s/epoch). Args: time_per_unit: the duration to display unit_name: the name of the unit to display Returns: A string with the correctly formatted duration and units r*r)rr5r2zs/r4g@@zms/g.Azus/)r$rSr formatteds r%rAzProgbar._format_times A !!3 1]3/r)= =I  d " 1]V3C8I;G GI 1]Y6s;3ykJ JIr'c|rG|j|dkDr||jz |dz z }n||jz |z }|dk(r||_|Sy)aEstimate the duration of a single step. Given the step number `current` and the corresponding time `now` this function returns an estimate for how long a single step takes. If this is called before one step has been completed (i.e. `current == 0`) then zero is given as an estimate. The duration estimate ignores the duration of the (assumed to be non-representative) first step for estimates when more steps are available (i.e. `current>1`). Args: current: Index of current step. now: The current time. Returns: Estimate of the duration of a single step. r)r)r"r)r$rJrRrSs r%r;zProgbar._estimate_step_durationsd **67Q;!$t'B'B!BaK! "%t{{!2g = !|.1+ r')r)g?Nstep)NNr`) __name__ __module__ __qualname____doc__r&r^rbrAr;rdr'r%rr s4  "#HR h3,"r'r) r=rrr keras.srcrkeras.src.api_exportrkeras.src.utilsrrrdr'r%rps< -$#$AA%Ar'