File size: 707 Bytes
998922f | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 | library(ggplot2)
library(ggthemes)
library(openxlsx)
library(patchwork)
library(readr)
library(tidyverse)
df_mem <- read_csv("mxq-mem-bound-check.csv") |>
mutate(
memmb_delta = param_cnt * ((b1 + 2 * b2 / g1 + 32 / g1 / g2) - bit_budget) / 8 / 1024^2
) |>
relocate(memmb_delta, .before = memmb) |>
summarise(
delta_tot = sum(memmb_delta),
.by = c("model", "bit_budget", "attempt")
)
df_mem2 <- read_csv("mxq-mem-bound-check.csv") |>
summarise(
memmb_tot = sum(memmb),
param_quant_tot = sum(param_cnt),
.by = c("model", "bit_budget", "attempt")
) |>
mutate(
theory_mem = param_quant_tot * bit_budget / 8 / 1024^2,
within_bound = memmb_tot <= theory_mem
)
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