| |
| |
| |
| |
| |
|
|
| if (Sys.getenv("R_HOME") == "" && dir.exists("E:/R/R/R-4.6.1")) { |
| Sys.setenv(R_HOME = "E:/R/R/R-4.6.1") |
| } |
|
|
| results_base <- Sys.getenv("LITHO_RESULTS_DIR", unset = "results") |
| if (!dir.exists(results_base) && dir.exists("E:/fine tuning/rock identifier/lithotheque-edge-models/results")) { |
| results_base <- "E:/fine tuning/rock identifier/lithotheque-edge-models/results" |
| } |
|
|
| csv_file <- file.path(results_base, "ScaleDetection/machine_1/benchmark_machine_1_scale.csv") |
| output_dir <- file.path(results_base, "ScaleDetection/machine_1") |
| dir.create(output_dir, recursive = TRUE, showWarnings = FALSE) |
|
|
| if (file.exists(csv_file)) { |
| df <- read.csv(csv_file, stringsAsFactors = FALSE) |
| df$Latency_num <- suppressWarnings(as.numeric(df$Latency_ms)) |
| df_valid <- df[!is.na(df$Latency_num), ] |
|
|
| png_file <- file.path(output_dir, "scaledetection_machine_1_comparison.png") |
| png(filename = png_file, width = 1100, height = 650, res = 130) |
| par(mar = c(5, 5, 4, 2), bg = "#FAFAFA") |
|
|
| means <- c( |
| mean(df_valid$Latency_num[df_valid$Format == "INT8" & df_valid$Backend == "GPU_RTX5060"]), |
| mean(df_valid$Latency_num[df_valid$Format == "W4A8" & df_valid$Backend == "GPU_RTX5060"]), |
| mean(df_valid$Latency_num[df_valid$Format == "INT8" & df_valid$Backend == "CPU_i3_12100F"]), |
| mean(df_valid$Latency_num[df_valid$Format == "W4A8" & df_valid$Backend == "CPU_i3_12100F"]) |
| ) |
|
|
| labels <- c("GPU INT8\nRTX 5060", "GPU W4A8\nRTX 5060", "CPU INT8\ni3-12100F", "CPU W4A8\ni3-12100F") |
| bar_colors <- c("#00b894", "#0984e3", "#d63031", "#e17055") |
|
|
| bp <- barplot(means, names.arg = labels, col = bar_colors, border = NA, |
| ylim = c(0, max(means) * 1.3), |
| main = "ScaleDetection (1024x1024): Machine 1 Latency (RTX 5060 vs i3-12100F)", |
| ylab = "Average Latency (ms / image - 100 passes)", |
| font.main = 2, col.lab = "#333333", col.axis = "#555555") |
| grid(col = "#E0E0E0", lty = "dotted") |
| barplot(means, names.arg = NA, col = bar_colors, border = NA, ylim = c(0, max(means) * 1.3), yaxt = "n", xaxt = "n", add = TRUE) |
|
|
| fps <- round(1000 / means, 1) |
| text(bp, means + 1.2, labels = paste0(round(means, 2), " ms\n(", fps, " fps)"), font = 2, cex = 0.9, col = "#222222") |
| abline(h = 16.67, col = "#636e72", lty = "dashed", lwd = 1.2) |
| text(x = 1.0, y = 18.5, labels = "60 FPS Real-time Threshold (16.67 ms)", col = "#2d3436", cex = 0.85, font = 3) |
|
|
| legend("topright", |
| legend = c("GPU RTX 5060 Tensor Cores", "CPU i3-12100F x86 AVX2", "60 FPS Real-Time Threshold"), |
| fill = c("#00b894", "#d63031", NA), |
| border = c(NA, NA, NA), |
| lty = c(NA, NA, 2), col = c(NA, NA, "#636e72"), lwd = c(NA, NA, 1.2), |
| bg = "white", box.col = "#DDDDDD") |
| dev.off() |
| cat("[OK] Generated:", png_file, "\n") |
| } else { |
| cat("[WARNING] CSV file not found:", csv_file, "\n") |
| } |
|
|
