ij-nddlZddlZddlZddlZddlZddlmZddlm Z edGddZ y)N) keras_export)io_utilszkeras.utils.Progbarc@eZdZdZ ddZd dZd dZdZdZy) ProgbaraDisplays a progress bar. If neither of `stateful_metrics` and `stateless_metrics` is provided, all metrics are assumed to be stateless (averaged by the progress bar before display). 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. If provided, do not provide `stateless_metrics`. stateless_metrics: Iterable of string names of metrics that *should* be averaged over time. Metrics in this list will be averaged by the progbar before display. If provided, do not provide `stateful_metrics`. interval: Minimum visual progress update interval (in seconds). unit_name: Display name for step counts (usually "step" or "sample"). Nc| | td||_||_||_||_||_|t ||_d|_n0|d|_t ||_nt |_d|_ttjdxrtjjxs:dtjvxs&dtjvxsdtjv|_d|_i|_g|_t)j(|_d|_|j*|_d|_d|_y)NaOnly one of `stateful_metrics` or `stateless_metrics` can be provided. `stateful_metrics` is used to make metrics stateless by default (with an exclusion list), while `stateless_metrics` is used to make metrics stateful by default (with an exclusion list).isatty ipykernelposixPYCHARM_HOSTEDr) ValueErrortargetwidthverboseinterval unit_namesetstateful_metricsstateless_metricshasattrsysstdoutrmodulesosenviron_dynamic_display _seen_so_far_values _values_ordertime_start _last_update_time_at_epoch_start_time_after_first_step_prev_total_width)selfr rrrrrrs l/var/www/html/emotional.easysim.app/public_html/venv/lib/python3.12/site-packages/keras/src/utils/progbar.py__init__zProgbar.__init__#s<  ',=,I4      "  '$'(8$9D !%)D "  *$(D !%():%;D "$'ED !%)D "SZZ * Bszz/@/@/B .ckk) .#++% . 2::-   iik $(KK!&*#!"c ||jd}n||jk\}|xsg}|D]\}}||jvr|jj||j||jv}n||jv}|r|r|dg|j |<nt ||jz d}||j vr||z|g|j |<|j |dxx||zz cc<|j |dxx|z cc<|dg|j |<||_d}d} tj} |j|| } |jdk(r| |jz |jkr|sy|jr|d|jzz }|dz }n|dz }|j|jdkDrtt!j"|jdz} d | d ||jfz} d | d } | d z } t%||jz }t|j&|z}|dkDr| dd|zdz } | dz } | dd|j&|z zdz } | dz } nd|z} || z }|j\|jdkDrM|sK| |j|z z}|dkDrd|dz|dzdz|dzfz}n|dkDrd|dz|dzfz}nd|z}d|d}nd| |j(z dd}| d z } ||j+| |j,z }|jD]}|d|dz }t/|j |t0rh|j |\}}t/|t$st3j4|}|t d|z }t7|dkDr |d|d z }|d|d!z }|d|j |z }||z }t9| t9|z| z }|j|kDr|d|j|z zz }|r|dz }t;j<|d"||_d}| |_ y|jd#k(r3|r0|j#|jdkDrtt!j"|jdz} d | d ||jfz}|d| |j(z dd$}|d%|j+| |j,z }|jD]i}|d|dz }|j |\}}t/|t$st3j4|}|t d|z }|dkDr |d|d z }a|d|d!z }k|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 rappendrrrmaxrr_estimate_step_durationrr!rrr$intmathlog10floatrr _format_timer isinstancelistnpmeanabslenr print_msg)r%currentvaluesfinalizekv stateless value_basemessagespecial_char_lennow time_per_unit numdigitsbarprog prog_widtheta eta_formatinfocountavg total_widths r&updatezProgbar.updateUs  {{" "dkk12 )DAq***""))!,$$0T%:%:: !7!77  '(!fDLLO!$Wt/@/@%@!!DJ ,+,z>:*F Q Q*a*n<* Q*j8* $%a& Q9 ):$iik44WcB <<1 T&&&6x$$4$"8"88844{{&4;;? 4;; 781< 9+T*w .DDuH- A% W~ 3 d!23 >WUZ%7$8@@C$)$$**z*A!B C7KK A% $g- sNG{{&4;;?8#t{{W'<=:!/t t*b3"J 2X!*cRir-B!BJ!&J!*W5"# "3C!8A  !  D%%mT^^D DD'' 2#aS "dll1ot4$(LLOMFE%fe4!# 3q%=0C3x$!C9 -!C9 -a Q011D 2 tOGc(SY.1AAK%% 33$"8"8;"FGG4   w5 9%0D "G. +\\Q DKK3 a 4;; 781< I;d+w .DDC$++$5c#:!<"T..}dnnMNOO++ .Ac!AJ&D$(LLOMFE%fe4!# 3q%=0CTz!C9 -!C9 - . 4""7u=r(cB|j|j|z|yN)r^r)r%nrJs 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*rr6r3zs/r5g@@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%rIrRrSs r&r<zProgbar._estimate_step_durationsd **67Q;!$t'B'B!BaK! "%t{{!2g = !|.1+ r()r*g?NNstep)NNr`) __name__ __module__ __qualname____doc__r'r^rbrAr<rdr(r&rr s700#dX t3,"r(r) r>rrrnumpyrDkeras.src.api_exportrkeras.src.utilsrrrdr(r&rps< -$#$]]%]r(