From ff9dad5c0daf36533b9b1ed251920ff18f00c2a2 Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Thu, 13 Mar 2025 21:08:01 +0100 Subject: [PATCH 01/20] towards improved graphs --- scripts/Untitled.ipynb | 412 +++++++++++++++++++++++++++++++ scripts/compare_deep_analysis.py | 15 +- 2 files changed, 421 insertions(+), 6 deletions(-) create mode 100644 scripts/Untitled.ipynb diff --git a/scripts/Untitled.ipynb b/scripts/Untitled.ipynb new file mode 100644 index 0000000..e7eea2a --- /dev/null +++ b/scripts/Untitled.ipynb @@ -0,0 +1,412 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "aadf8bdc-2b8a-4737-992f-0ebf7e66cd8f", + "metadata": {}, + "outputs": [], + "source": [ + "%%cmd\n", + "python -m pip install flatten_json" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bbdc923a-44fd-4250-990b-80771446bbf0", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import json\n", + "from collections import defaultdict\n", + "import numpy as np\n", + "import argparse\n", + "import sys\n", + "from flatten_json import flatten\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "099d7d0d-febc-4562-801a-767c4b028f56", + "metadata": {}, + "outputs": [], + "source": [ + "def aggregate_loops_passes(json):\n", + " results_per_frame = []\n", + " num_loops = len(json)\n", + " for loop_results in json:\n", + " for frame_index, frame_results in enumerate(loop_results[\"per_frame_results\"]):\n", + " #pprint.pprint(frame_results)\n", + " if frame_index >= len(results_per_frame):\n", + " results_per_frame.append(defaultdict(int))\n", + " for command_buffer_timings in frame_results[\n", + " \"command_buffer_timings\"\n", + " ].values():\n", + " for scope_name, scope_timings in command_buffer_timings[\n", + " \"scope_timings\"\n", + " ].items():\n", + " for scope_timing in scope_timings:\n", + " results_per_frame[frame_index][scope_name] += (\n", + " scope_timing[\"end\"] - scope_timing[\"start\"]\n", + " ) / num_loops / 1_000_000 # in ms\n", + " for metric_name, metric in frame_results[\"metrics\"].items():\n", + " # TODO: Flatten this in rust to fan_speed_rpm\n", + " if metric_name == \"fan_speed\":\n", + " value = metric[\"Percent\"] if \"Percent\" in metric else metric[\"Rpm\"]\n", + " results_per_frame[frame_index][\"fan_speed_rpm\"] += (\n", + " value / num_loops\n", + " )\n", + " # Filter out unavailable data and the timestamp\n", + " elif metric is not None and metric_name != \"timestamp\":\n", + " results_per_frame[frame_index][metric_name] += metric / num_loops\n", + " # TODO: Aggregate CPU timings\n", + " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", + "\n", + "\n", + "def metric_names():\n", + " return [\n", + " \"edge_temperature_in_c\",\n", + " \"hotspot_temperature_in_c\",\n", + " \"usage_percentage\",\n", + " \"fan_speed_rpm\",\n", + " \"clock_speed_in_mhz\",\n", + " \"vram_clock_speed_in_mhz\",\n", + " \"board_power_usage_in_w\",\n", + " \"voltage_in_mv\",\n", + " \"vram_usage_in_mb\",\n", + " ]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "939b04cb-7ffd-4963-8dac-71c0a76275cf", + "metadata": {}, + "outputs": [], + "source": [ + "files = [\n", + " #'../../a_path_tracing_workgraph.csv',\n", + " #'../../b_path_tracing_workgraph.csv',\n", + " '../../a_ray_tracing_inline.csv',\n", + " '../../b_ray_tracing_inline.csv',\n", + " '../../a_ray_tracing_pipeline.csv',\n", + " '../../b_ray_tracing_pipeline.csv',\n", + " '../../b_loop.csv'\n", + "]\n", + "\n", + "scores = {}\n", + "\n", + "for file in files:\n", + " scores[file] = pd.read_csv(file)\n", + "scores = pd.concat(scores).groupby(level=0, sort=False).mean().T.drop('Loop', errors=\"ignore\")\n", + "scores" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2fbaaf11-5b32-43ed-84d1-8894ec6de013", + "metadata": {}, + "outputs": [], + "source": [ + "scores.plot(kind=\"bar\", figsize=(20,5), colormap='Dark2', grid=True, rot=0)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a60a4c63-b884-4558-98bd-ee3d14bbc569", + "metadata": {}, + "outputs": [], + "source": [ + "files = [\n", + " '../../a_ray_tracing_inline_deep.json',\n", + " '../../b_ray_tracing_inline_deep.json',\n", + " #'../../a_ray_tracing_pipeline_deep.json',\n", + " #'../../b_ray_tracing_pipeline_deep.json',\n", + " #'../../a_path_tracing_workgraph_deep.json',\n", + " #'../../b_path_tracing_workgraph_deep.json',\n", + "]\n", + "\n", + "results = {}\n", + "\n", + "for path in files:\n", + " with open(path, \"r\") as json_file:\n", + " json_data = aggregate_loops_passes(json.load(json_file))\n", + " results[path] = json_data\n", + "result = pd.concat(results)\n", + "result" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d3e81b11-e754-44ad-9bb0-3b08abe4dddd", + "metadata": {}, + "outputs": [], + "source": [ + "result.columns.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6046a029-f421-4a9e-a9d6-9889488ff874", + "metadata": {}, + "outputs": [], + "source": [ + "relevant_metrics = [\n", + " 'apply_wind_to_vertices',\n", + " 'usage_percentage',\n", + " 'vbuffer-mesh-parts-prefix-sum'\n", + "]\n", + "metrics = result[metric_names()]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f99fd1c3-a1fb-440c-b428-a7f9da8dce8b", + "metadata": {}, + "outputs": [], + "source": [ + "filtered_metrics = metrics.stack().unstack(level=0).reset_index()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f4085d0a-b087-469b-8aeb-dce0be19c41b", + "metadata": {}, + "outputs": [], + "source": [ + "filtered_metrics.groupby('level_1').plot(x='level_0', xlabel='frame', figsize=(20,5), colormap='Dark2', grid=True, legend=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e6740136-668a-44a6-9e35-53f80d586ea5", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a27cb615-711d-47b7-b570-9fd2da3efb2f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0d18b49a-bb26-4dac-8c8d-f50f6d70fa3d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "06b1a356-48f5-4a26-bfc6-0d34cdeaf3a4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0936c27b-d76a-4d2b-8acf-a7f9cfd957c9", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bc7b1605-197a-4af5-928f-a59621265541", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e7d880f6-fbe6-4c82-9669-d55371add589", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "86ed4d62-2fbd-463b-bc98-8d25620dce33", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f2ed3de-a804-48f8-bbd9-a0e9aa1c1461", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "33e1c5a6-6494-4915-9138-7e005b13e784", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5bbcc90f-4d88-44a0-9941-aa11bc400ebb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "45778568-9d34-4ad8-8122-546f171e0e9a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5d46180-fa10-43ca-87ea-085321bd59ec", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3e563c23-2991-4b6b-9c60-49f497e02474", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8090f30c-6053-46b9-b110-ee0ca7748b1e", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a7fec099-b121-43f2-8ef6-ee7ef89ba690", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6d715819-9d82-42d0-9ee1-0766661e7e63", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e2c91a7f-5948-4446-b995-6f7b301f618d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5e8a505b-4a73-4e6a-bc28-4e0f3adfbbdd", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "28bd4976-bb47-4287-858a-17449717f2d2", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ffa75d91-f087-47e4-abee-a9335ba1f81a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7f84c673-e6d9-4df0-b911-f3d29119c8f7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "28d8ec51-da05-49ca-bb9e-e6644d2fc3a9", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "178eb511-0039-4a72-97f2-02c51d267036", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1f27031-080e-49bb-b1a4-91b3bd9fa0da", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/scripts/compare_deep_analysis.py b/scripts/compare_deep_analysis.py index 6345c30..3d86308 100644 --- a/scripts/compare_deep_analysis.py +++ b/scripts/compare_deep_analysis.py @@ -4,6 +4,7 @@ import numpy as np import argparse import sys +import pprint from flatten_json import flatten @@ -17,6 +18,7 @@ def aggregate_loops_passes(json): num_loops = len(json) for loop_results in json: for frame_index, frame_results in enumerate(loop_results["per_frame_results"]): + #pprint.pprint(frame_results) if frame_index >= len(results_per_frame): results_per_frame.append(defaultdict(int)) for command_buffer_timings in frame_results[ @@ -32,8 +34,9 @@ def aggregate_loops_passes(json): for metric_name, metric in frame_results["metrics"].items(): # TODO: Flatten this in rust to fan_speed_rpm if metric_name == "fan_speed": + value = metric["Percent"] if "Percent" in metric else metric["Rpm"] results_per_frame[frame_index]["fan_speed_rpm"] += ( - metric["Rpm"] / num_loops + value / num_loops ) # Filter out unavailable data and the timestamp elif metric is not None and metric_name != "timestamp": @@ -69,10 +72,10 @@ def output_top_passes(input_1, input_2): combined_data.index.names = ["Pass Name"] combined_data["pct_diff"] = ( combined_data["Input 1"] / combined_data["Input 2"] - ).abs().drop(metric_names()) * 100 + ).abs().drop(metric_names(), errors="ignore") * 100 combined_data = ( combined_data.sort_values(by="pct_diff", ascending=False) - .iloc[:20] + #.iloc[:20] .round() .dropna() .astype(int) @@ -97,10 +100,10 @@ def output_top_stdev(input_1, input_2): # depending on the set language combined_data["pct_diff"] = ( combined_data["Input 1"] / combined_data["Input 2"] - ).abs().drop(metric_names()) * 100 + ).abs().drop(metric_names(), errors="ignore") * 100 combined_data = ( combined_data.sort_values(by="pct_diff", ascending=False) - .iloc[:20] + #.iloc[:20] .round() .dropna() .astype(int) @@ -142,7 +145,7 @@ def main(): parser.print_usage() exit(2) - if args.pass_mean_comparison is None and args.pass_stdev_comparison is None: + if not args.pass_mean_comparison and not args.pass_stdev_comparison: print("Error: No analysis option specified, specify at least one\n") parser.print_usage() exit(1) From f37c59a18e12f4f97c96ba6d7ff24bb25a28d146 Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Mon, 17 Mar 2025 15:16:59 +0100 Subject: [PATCH 02/20] fix-example --- ...tled.ipynb => deep_analysis_example.ipynb} | 111 ++++++++++++------ 1 file changed, 73 insertions(+), 38 deletions(-) rename scripts/{Untitled.ipynb => deep_analysis_example.ipynb} (73%) diff --git a/scripts/Untitled.ipynb b/scripts/deep_analysis_example.ipynb similarity index 73% rename from scripts/Untitled.ipynb rename to scripts/deep_analysis_example.ipynb index e7eea2a..45dbffd 100644 --- a/scripts/Untitled.ipynb +++ b/scripts/deep_analysis_example.ipynb @@ -25,7 +25,8 @@ "import argparse\n", "import sys\n", "from flatten_json import flatten\n", - "import matplotlib.pyplot as plt" + "import matplotlib.pyplot as plt\n", + "import math" ] }, { @@ -43,6 +44,7 @@ " #pprint.pprint(frame_results)\n", " if frame_index >= len(results_per_frame):\n", " results_per_frame.append(defaultdict(int))\n", + " results_per_frame[frame_index]['sequence_time_ns'] = frame_results['sequence_time_ns']\n", " for command_buffer_timings in frame_results[\n", " \"command_buffer_timings\"\n", " ].values():\n", @@ -89,19 +91,20 @@ "outputs": [], "source": [ "files = [\n", - " #'../../a_path_tracing_workgraph.csv',\n", - " #'../../b_path_tracing_workgraph.csv',\n", " '../../a_ray_tracing_inline.csv',\n", - " '../../b_ray_tracing_inline.csv',\n", " '../../a_ray_tracing_pipeline.csv',\n", + " '../../b_ray_tracing_inline.csv',\n", " '../../b_ray_tracing_pipeline.csv',\n", - " '../../b_loop.csv'\n", "]\n", "\n", "scores = {}\n", "\n", "for file in files:\n", - " scores[file] = pd.read_csv(file)\n", + " # Read csv\n", + " file_scores = pd.read_csv(file)\n", + " # Remove empty results\n", + " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", + " scores[file] = file_scores\n", "scores = pd.concat(scores).groupby(level=0, sort=False).mean().T.drop('Loop', errors=\"ignore\")\n", "scores" ] @@ -126,30 +129,20 @@ "files = [\n", " '../../a_ray_tracing_inline_deep.json',\n", " '../../b_ray_tracing_inline_deep.json',\n", - " #'../../a_ray_tracing_pipeline_deep.json',\n", - " #'../../b_ray_tracing_pipeline_deep.json',\n", - " #'../../a_path_tracing_workgraph_deep.json',\n", - " #'../../b_path_tracing_workgraph_deep.json',\n", + " '../../a_ray_tracing_pipeline_deep.json',\n", + " '../../b_ray_tracing_pipeline_deep.json',\n", "]\n", "\n", "results = {}\n", "\n", + "# Load all files into one large dataframe\n", "for path in files:\n", " with open(path, \"r\") as json_file:\n", + " # We agregate passes within each frame, so we get one number per pass per frame per input file\n", " json_data = aggregate_loops_passes(json.load(json_file))\n", " results[path] = json_data\n", - "result = pd.concat(results)\n", - "result" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d3e81b11-e754-44ad-9bb0-3b08abe4dddd", - "metadata": {}, - "outputs": [], - "source": [ - "result.columns.tolist()" + "full_dataset = pd.concat(results)\n", + "full_dataset" ] }, { @@ -160,41 +153,83 @@ "outputs": [], "source": [ "relevant_metrics = [\n", - " 'apply_wind_to_vertices',\n", - " 'usage_percentage',\n", - " 'vbuffer-mesh-parts-prefix-sum'\n", + " 'reflection-hits-shading',\n", + " 'water-compositing',\n", + " 'blur',\n", + " 'diffuse-spatial-filter',\n", + " 'spd',\n", + " 'sun-direct-lighting',\n", + " 'reflection-ray-tracing-inline',\n", + " 'trace-diffuse-nee-rays',\n", + " 'render pass',\n", + " 'shadow-ray-tracing-pipeline',\n", + " 'compositing',\n", + " 'build-gbuffers_0',\n", + " 'scale-raster',\n", + " 'Batch refit bottom level',\n", + " 'clock_speed_in_mhz',\n", + " 'board_power_usage_in_w',\n", + " 'vram_usage_in_mb',\n", + " 'edge_temperature_in_c'\n", "]\n", - "metrics = result[metric_names()]" + "# We want all relevant metrics with the sequence time, to properly plot on the x axis\n", + "relevant_metrics_with_time = relevant_metrics + [\"sequence_time_ns\"]\n", + "metrics = full_dataset[relevant_metrics_with_time]\n", + "\n", + "# Use sequence time and input name as index, each row will have a unique time and input\n", + "metrics = metrics.reset_index().set_index(['sequence_time_ns', 'level_0']).drop('level_1', axis=1)\n", + "\n", + "# Make each input file a column, and put the pass names into a specific column\n", + "metrics = metrics.stack().unstack(1).reset_index()\n", + "\n", + "# From nano seconds to seconds\n", + "metrics['sequence_time_ns'] = metrics['sequence_time_ns'] / 1_000_000_000\n", + "metrics" ] }, { "cell_type": "code", "execution_count": null, - "id": "f99fd1c3-a1fb-440c-b428-a7f9da8dce8b", + "id": "217b62b6-2500-45b5-b3f0-24449387fddd", "metadata": {}, "outputs": [], "source": [ - "filtered_metrics = metrics.stack().unstack(level=0).reset_index()" + "# Print all possible metrics\n", + "full_dataset.columns.tolist()" ] }, { "cell_type": "code", "execution_count": null, - "id": "f4085d0a-b087-469b-8aeb-dce0be19c41b", + "id": "e6740136-668a-44a6-9e35-53f80d586ea5", "metadata": {}, "outputs": [], "source": [ - "filtered_metrics.groupby('level_1').plot(x='level_0', xlabel='frame', figsize=(20,5), colormap='Dark2', grid=True, legend=True)" + "for graph_name in metrics['level_1'].unique():\n", + " # Grab the metric we want to plot\n", + " selected_metric = metrics[metrics['level_1'] == graph_name]\n", + " selected_metric = filtered_data.drop('level_1', axis=1)\n", + "\n", + " # Filter outliers out of view\n", + " max_mean = selected_metric[files].mean().mean()\n", + " max_mean = 0 if pd.isna(max_mean) else max_mean\n", + " max_std = selected_metric[files].std(axis=1).max()\n", + " max_std = selected_metric[files].max() / 3.0 if pd.isna(max_std) else max_std\n", + "\n", + " # Plot results \n", + " selected_metric.infer_objects(copy=False).interpolate(method='linear').plot(\n", + " x='sequence_time_ns', \n", + " ylabel='shader execution time in ms',\n", + " xlabel='benchmark timeline in seconds', \n", + " ylim= (max(0, max_mean - max_std * 3), max_mean + max_std * 3),\n", + " figsize=(20,10), \n", + " colormap='Dark2', \n", + " grid=True, \n", + " legend=True,\n", + " title=graph_name\n", + " )" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "e6740136-668a-44a6-9e35-53f80d586ea5", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, From d9b75d4635d7cef6e3d70d2a459ea750af11a78c Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Mon, 17 Mar 2025 17:45:55 +0100 Subject: [PATCH 03/20] remove empty lines and revert file --- scripts/compare_deep_analysis.py | 15 +-- scripts/deep_analysis_example.ipynb | 192 ---------------------------- 2 files changed, 6 insertions(+), 201 deletions(-) diff --git a/scripts/compare_deep_analysis.py b/scripts/compare_deep_analysis.py index 3d86308..6345c30 100644 --- a/scripts/compare_deep_analysis.py +++ b/scripts/compare_deep_analysis.py @@ -4,7 +4,6 @@ import numpy as np import argparse import sys -import pprint from flatten_json import flatten @@ -18,7 +17,6 @@ def aggregate_loops_passes(json): num_loops = len(json) for loop_results in json: for frame_index, frame_results in enumerate(loop_results["per_frame_results"]): - #pprint.pprint(frame_results) if frame_index >= len(results_per_frame): results_per_frame.append(defaultdict(int)) for command_buffer_timings in frame_results[ @@ -34,9 +32,8 @@ def aggregate_loops_passes(json): for metric_name, metric in frame_results["metrics"].items(): # TODO: Flatten this in rust to fan_speed_rpm if metric_name == "fan_speed": - value = metric["Percent"] if "Percent" in metric else metric["Rpm"] results_per_frame[frame_index]["fan_speed_rpm"] += ( - value / num_loops + metric["Rpm"] / num_loops ) # Filter out unavailable data and the timestamp elif metric is not None and metric_name != "timestamp": @@ -72,10 +69,10 @@ def output_top_passes(input_1, input_2): combined_data.index.names = ["Pass Name"] combined_data["pct_diff"] = ( combined_data["Input 1"] / combined_data["Input 2"] - ).abs().drop(metric_names(), errors="ignore") * 100 + ).abs().drop(metric_names()) * 100 combined_data = ( combined_data.sort_values(by="pct_diff", ascending=False) - #.iloc[:20] + .iloc[:20] .round() .dropna() .astype(int) @@ -100,10 +97,10 @@ def output_top_stdev(input_1, input_2): # depending on the set language combined_data["pct_diff"] = ( combined_data["Input 1"] / combined_data["Input 2"] - ).abs().drop(metric_names(), errors="ignore") * 100 + ).abs().drop(metric_names()) * 100 combined_data = ( combined_data.sort_values(by="pct_diff", ascending=False) - #.iloc[:20] + .iloc[:20] .round() .dropna() .astype(int) @@ -145,7 +142,7 @@ def main(): parser.print_usage() exit(2) - if not args.pass_mean_comparison and not args.pass_stdev_comparison: + if args.pass_mean_comparison is None and args.pass_stdev_comparison is None: print("Error: No analysis option specified, specify at least one\n") parser.print_usage() exit(1) diff --git a/scripts/deep_analysis_example.ipynb b/scripts/deep_analysis_example.ipynb index 45dbffd..6a3b799 100644 --- a/scripts/deep_analysis_example.ipynb +++ b/scripts/deep_analysis_example.ipynb @@ -229,198 +229,6 @@ " title=graph_name\n", " )" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a27cb615-711d-47b7-b570-9fd2da3efb2f", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0d18b49a-bb26-4dac-8c8d-f50f6d70fa3d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "06b1a356-48f5-4a26-bfc6-0d34cdeaf3a4", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0936c27b-d76a-4d2b-8acf-a7f9cfd957c9", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bc7b1605-197a-4af5-928f-a59621265541", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e7d880f6-fbe6-4c82-9669-d55371add589", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "86ed4d62-2fbd-463b-bc98-8d25620dce33", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8f2ed3de-a804-48f8-bbd9-a0e9aa1c1461", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "33e1c5a6-6494-4915-9138-7e005b13e784", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5bbcc90f-4d88-44a0-9941-aa11bc400ebb", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "45778568-9d34-4ad8-8122-546f171e0e9a", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b5d46180-fa10-43ca-87ea-085321bd59ec", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3e563c23-2991-4b6b-9c60-49f497e02474", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8090f30c-6053-46b9-b110-ee0ca7748b1e", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a7fec099-b121-43f2-8ef6-ee7ef89ba690", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6d715819-9d82-42d0-9ee1-0766661e7e63", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e2c91a7f-5948-4446-b995-6f7b301f618d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5e8a505b-4a73-4e6a-bc28-4e0f3adfbbdd", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "28bd4976-bb47-4287-858a-17449717f2d2", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ffa75d91-f087-47e4-abee-a9335ba1f81a", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7f84c673-e6d9-4df0-b911-f3d29119c8f7", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "28d8ec51-da05-49ca-bb9e-e6644d2fc3a9", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "178eb511-0039-4a72-97f2-02c51d267036", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e1f27031-080e-49bb-b1a4-91b3bd9fa0da", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From 0e35a2351b87f43756d12e56cdfa4e807ea58b12 Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Mon, 17 Mar 2025 17:47:43 +0100 Subject: [PATCH 04/20] add gitignore --- .gitignore | 1 + 1 file changed, 1 insertion(+) create mode 100644 .gitignore diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..01746cb --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +scripts/.ipynb_checkpoints/ \ No newline at end of file From 95482d636be993ce107f7e76e565f0741b19972e Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Mon, 17 Mar 2025 17:52:07 +0100 Subject: [PATCH 05/20] last fixes --- scripts/deep_analysis_example.ipynb | 32 +++++++++++++---------------- 1 file changed, 14 insertions(+), 18 deletions(-) diff --git a/scripts/deep_analysis_example.ipynb b/scripts/deep_analysis_example.ipynb index 6a3b799..13fcb90 100644 --- a/scripts/deep_analysis_example.ipynb +++ b/scripts/deep_analysis_example.ipynb @@ -8,7 +8,10 @@ "outputs": [], "source": [ "%%cmd\n", - "python -m pip install flatten_json" + "python -m pip install flatten_json\n", + "python -m pip install pandas\n", + "python -m pip install numpy\n", + "python -m pip install matplotlib" ] }, { @@ -41,7 +44,6 @@ " num_loops = len(json)\n", " for loop_results in json:\n", " for frame_index, frame_results in enumerate(loop_results[\"per_frame_results\"]):\n", - " #pprint.pprint(frame_results)\n", " if frame_index >= len(results_per_frame):\n", " results_per_frame.append(defaultdict(int))\n", " results_per_frame[frame_index]['sequence_time_ns'] = frame_results['sequence_time_ns']\n", @@ -66,21 +68,7 @@ " elif metric is not None and metric_name != \"timestamp\":\n", " results_per_frame[frame_index][metric_name] += metric / num_loops\n", " # TODO: Aggregate CPU timings\n", - " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", - "\n", - "\n", - "def metric_names():\n", - " return [\n", - " \"edge_temperature_in_c\",\n", - " \"hotspot_temperature_in_c\",\n", - " \"usage_percentage\",\n", - " \"fan_speed_rpm\",\n", - " \"clock_speed_in_mhz\",\n", - " \"vram_clock_speed_in_mhz\",\n", - " \"board_power_usage_in_w\",\n", - " \"voltage_in_mv\",\n", - " \"vram_usage_in_mb\",\n", - " ]" + " return pd.DataFrame([flatten(x) for x in results_per_frame])" ] }, { @@ -208,7 +196,7 @@ "for graph_name in metrics['level_1'].unique():\n", " # Grab the metric we want to plot\n", " selected_metric = metrics[metrics['level_1'] == graph_name]\n", - " selected_metric = filtered_data.drop('level_1', axis=1)\n", + " selected_metric = selected_metric.drop('level_1', axis=1)\n", "\n", " # Filter outliers out of view\n", " max_mean = selected_metric[files].mean().mean()\n", @@ -229,6 +217,14 @@ " title=graph_name\n", " )" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1ea8273f-13f5-4cc9-82c9-9fe3cf6dfeac", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { From 7f681e649b065bd5a86300a489b66f026e560e46 Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Mon, 17 Mar 2025 17:52:41 +0100 Subject: [PATCH 06/20] newline to gitignore --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 01746cb..438f0f8 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1 @@ -scripts/.ipynb_checkpoints/ \ No newline at end of file +scripts/.ipynb_checkpoints/ From ffe34e19ebb5cd5aeb4c885c138d098de6529c5e Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Tue, 18 Mar 2025 13:30:04 +0100 Subject: [PATCH 07/20] split into 3 notebooks --- ...mple.ipynb => deep_analysis_plotter.ipynb} | 125 ++++++------------ scripts/per_frame_plotter.ipynb | 122 +++++++++++++++++ scripts/scores_plotter.ipynb | 91 +++++++++++++ 3 files changed, 250 insertions(+), 88 deletions(-) rename scripts/{deep_analysis_example.ipynb => deep_analysis_plotter.ipynb} (75%) create mode 100644 scripts/per_frame_plotter.ipynb create mode 100644 scripts/scores_plotter.ipynb diff --git a/scripts/deep_analysis_example.ipynb b/scripts/deep_analysis_plotter.ipynb similarity index 75% rename from scripts/deep_analysis_example.ipynb rename to scripts/deep_analysis_plotter.ipynb index 13fcb90..04abce6 100644 --- a/scripts/deep_analysis_example.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -9,9 +9,7 @@ "source": [ "%%cmd\n", "python -m pip install flatten_json\n", - "python -m pip install pandas\n", - "python -m pip install numpy\n", - "python -m pip install matplotlib" + "python -m pip install pandas" ] }, { @@ -24,18 +22,28 @@ "import pandas as pd\n", "import json\n", "from collections import defaultdict\n", - "import numpy as np\n", - "import argparse\n", - "import sys\n", - "from flatten_json import flatten\n", - "import matplotlib.pyplot as plt\n", - "import math" + "from flatten_json import flatten" ] }, { "cell_type": "code", "execution_count": null, - "id": "099d7d0d-febc-4562-801a-767c4b028f56", + "id": "59b6a968-ad86-48a0-8948-d1f42bf0c3c6", + "metadata": {}, + "outputs": [], + "source": [ + "files = [\n", + " '../../a_ray_tracing_inline_deep.json',\n", + " '../../b_ray_tracing_inline_deep.json',\n", + " '../../a_ray_tracing_pipeline_deep.json',\n", + " '../../b_ray_tracing_pipeline_deep.json',\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a60a4c63-b884-4558-98bd-ee3d14bbc569", "metadata": {}, "outputs": [], "source": [ @@ -68,71 +76,32 @@ " elif metric is not None and metric_name != \"timestamp\":\n", " results_per_frame[frame_index][metric_name] += metric / num_loops\n", " # TODO: Aggregate CPU timings\n", - " return pd.DataFrame([flatten(x) for x in results_per_frame])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "939b04cb-7ffd-4963-8dac-71c0a76275cf", - "metadata": {}, - "outputs": [], - "source": [ - "files = [\n", - " '../../a_ray_tracing_inline.csv',\n", - " '../../a_ray_tracing_pipeline.csv',\n", - " '../../b_ray_tracing_inline.csv',\n", - " '../../b_ray_tracing_pipeline.csv',\n", - "]\n", - "\n", - "scores = {}\n", - "\n", - "for file in files:\n", - " # Read csv\n", - " file_scores = pd.read_csv(file)\n", - " # Remove empty results\n", - " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", - " scores[file] = file_scores\n", - "scores = pd.concat(scores).groupby(level=0, sort=False).mean().T.drop('Loop', errors=\"ignore\")\n", - "scores" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2fbaaf11-5b32-43ed-84d1-8894ec6de013", - "metadata": {}, - "outputs": [], - "source": [ - "scores.plot(kind=\"bar\", figsize=(20,5), colormap='Dark2', grid=True, rot=0)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a60a4c63-b884-4558-98bd-ee3d14bbc569", - "metadata": {}, - "outputs": [], - "source": [ - "files = [\n", - " '../../a_ray_tracing_inline_deep.json',\n", - " '../../b_ray_tracing_inline_deep.json',\n", - " '../../a_ray_tracing_pipeline_deep.json',\n", - " '../../b_ray_tracing_pipeline_deep.json',\n", - "]\n", + " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", "\n", "results = {}\n", "\n", "# Load all files into one large dataframe\n", "for path in files:\n", " with open(path, \"r\") as json_file:\n", - " # We agregate passes within each frame, so we get one number per pass per frame per input file\n", + " # We aggregate passes within each frame, so we get one number per pass per frame per input file\n", " json_data = aggregate_loops_passes(json.load(json_file))\n", " results[path] = json_data\n", + "# Concat into input file + sequence time per row, metric per column\n", "full_dataset = pd.concat(results)\n", "full_dataset" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "7de3e2b9-0470-40a2-9ed7-c2d931aaf153", + "metadata": {}, + "outputs": [], + "source": [ + "# Print all possible metrics\n", + "full_dataset.columns.tolist()" + ] + }, { "cell_type": "code", "execution_count": null, @@ -164,28 +133,16 @@ "relevant_metrics_with_time = relevant_metrics + [\"sequence_time_ns\"]\n", "metrics = full_dataset[relevant_metrics_with_time]\n", "\n", - "# Use sequence time and input name as index, each row will have a unique time and input\n", + "# Reshape into sequence time + metric type per row, input file per column\n", "metrics = metrics.reset_index().set_index(['sequence_time_ns', 'level_0']).drop('level_1', axis=1)\n", - "\n", - "# Make each input file a column, and put the pass names into a specific column\n", "metrics = metrics.stack().unstack(1).reset_index()\n", "\n", - "# From nano seconds to seconds\n", - "metrics['sequence_time_ns'] = metrics['sequence_time_ns'] / 1_000_000_000\n", + "# From ns to s\n", + "metrics['sequence_time_s'] = metrics['sequence_time_ns'] / 1_000_000_000\n", + "metrics = metrics.drop('sequence_time_ns', axis=1)\n", "metrics" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "217b62b6-2500-45b5-b3f0-24449387fddd", - "metadata": {}, - "outputs": [], - "source": [ - "# Print all possible metrics\n", - "full_dataset.columns.tolist()" - ] - }, { "cell_type": "code", "execution_count": null, @@ -206,7 +163,7 @@ "\n", " # Plot results \n", " selected_metric.infer_objects(copy=False).interpolate(method='linear').plot(\n", - " x='sequence_time_ns', \n", + " x='sequence_time_s', \n", " ylabel='shader execution time in ms',\n", " xlabel='benchmark timeline in seconds', \n", " ylim= (max(0, max_mean - max_std * 3), max_mean + max_std * 3),\n", @@ -217,14 +174,6 @@ " title=graph_name\n", " )" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1ea8273f-13f5-4cc9-82c9-9fe3cf6dfeac", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/scripts/per_frame_plotter.ipynb b/scripts/per_frame_plotter.ipynb new file mode 100644 index 0000000..6b24c39 --- /dev/null +++ b/scripts/per_frame_plotter.ipynb @@ -0,0 +1,122 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "1d9d9451-25fe-40d7-a67e-2fcaf6a9f54a", + "metadata": {}, + "outputs": [], + "source": [ + "%%cmd\n", + "python -m pip install pandas" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4a5f8126-43bc-4cba-b65b-136cbf8971ab", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "959dce8e-4f96-4505-ba35-0300c3aee0a1", + "metadata": {}, + "outputs": [], + "source": [ + "files = [\n", + " '../../a_ray_tracing_inline_perframe.csv',\n", + " '../../a_ray_tracing_pipeline_perframe.csv',\n", + " '../../b_ray_tracing_inline_perframe.csv',\n", + " '../../b_ray_tracing_pipeline_perframe.csv',\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a5f9ea81-7bd2-4f70-a0b8-45164afe8f76", + "metadata": {}, + "outputs": [], + "source": [ + "scores = {}\n", + "\n", + "for file in files:\n", + " # Read csv\n", + " file_scores = pd.read_csv(file)\n", + " # Remove empty results\n", + " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", + " scores[file] = file_scores\n", + "# Reshape into row per input file + sequence time, column per metric\n", + "scores = pd.concat(scores).reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n", + "scores" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4bbc8ad-fbf4-4c96-8aa4-afb02ff305a0", + "metadata": {}, + "outputs": [], + "source": [ + "# Reshape into row per sequence time + metric, column per input file\n", + "new_scores = scores.stack().unstack(0).reset_index()\n", + "# ns to s for the sequence time\n", + "new_scores['Sequence Time (s)'] = new_scores['Sequence Time (ns)'] / 1_000_000_000\n", + "new_scores = new_scores.drop('Sequence Time (ns)', axis=1)\n", + "new_scores" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2d6b6f75-251b-4bb2-aa44-e6393cf8140a", + "metadata": {}, + "outputs": [], + "source": [ + "for graph_name in new_scores['level_1'].unique():\n", + " graph_data = new_scores[new_scores['level_1'] == graph_name]\n", + " graph_data = graph_data.drop('level_1', axis=1)\n", + " graph_data = graph_data.apply(pd.to_numeric, errors='coerce').interpolate(method='linear')\n", + " \n", + " graph_data.plot(\n", + " x='Sequence Time (s)', \n", + " ylabel='value',\n", + " xlabel='benchmark timeline in seconds', \n", + " kind=\"line\", \n", + " logy=True,\n", + " figsize=(20,5), \n", + " colormap='Dark2', \n", + " grid=True, \n", + " rot=0,\n", + " title=graph_name\n", + " )" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/scripts/scores_plotter.ipynb b/scripts/scores_plotter.ipynb new file mode 100644 index 0000000..9429986 --- /dev/null +++ b/scripts/scores_plotter.ipynb @@ -0,0 +1,91 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "c7a3c3bd-54d5-4979-8502-ac69a32a13fb", + "metadata": {}, + "outputs": [], + "source": [ + "%%cmd\n", + "python -m pip install pandas" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "21658370-184d-4ab0-b210-d8ab93f0818b", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "07bb93e8-5d29-4bbf-8f44-be5db0af70c7", + "metadata": {}, + "outputs": [], + "source": [ + "files = [\n", + " '../../a_ray_tracing_inline.csv',\n", + " '../../a_ray_tracing_pipeline.csv',\n", + " '../../b_ray_tracing_inline.csv',\n", + " '../../b_ray_tracing_pipeline.csv',\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9088c71c-0fe8-4c87-852e-265b662dcacc", + "metadata": {}, + "outputs": [], + "source": [ + "scores = {}\n", + "\n", + "for file in files:\n", + " # Read csv\n", + " file_scores = pd.read_csv(file)\n", + " # Remove empty results\n", + " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", + " scores[file] = file_scores\n", + "# Reshape into row per metric, column per input file\n", + "scores = pd.concat(scores).groupby(level=0, sort=False).mean().T.drop('Loop', errors=\"ignore\")\n", + "scores" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d89bab16-7553-4fd2-953b-05a054362999", + "metadata": {}, + "outputs": [], + "source": [ + "scores.plot(kind=\"bar\", figsize=(20,5), colormap='Dark2', grid=True, rot=0)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 4611f29da170e12db4f4cdba51b7bda52237b119 Mon Sep 17 00:00:00 2001 From: rosaliedewinther Date: Tue, 18 Mar 2025 13:31:28 +0100 Subject: [PATCH 08/20] use local filenames as example --- scripts/deep_analysis_plotter.ipynb | 8 ++++---- scripts/per_frame_plotter.ipynb | 8 ++++---- scripts/scores_plotter.ipynb | 8 ++++---- 3 files changed, 12 insertions(+), 12 deletions(-) diff --git a/scripts/deep_analysis_plotter.ipynb b/scripts/deep_analysis_plotter.ipynb index 04abce6..d9165a9 100644 --- a/scripts/deep_analysis_plotter.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -33,10 +33,10 @@ "outputs": [], "source": [ "files = [\n", - " '../../a_ray_tracing_inline_deep.json',\n", - " '../../b_ray_tracing_inline_deep.json',\n", - " '../../a_ray_tracing_pipeline_deep.json',\n", - " '../../b_ray_tracing_pipeline_deep.json',\n", + " 'a_inline_deep.json',\n", + " 'b_inline_deep.json',\n", + " 'a_pipeline_deep.json',\n", + " 'b_pipeline_deep.json',\n", "]" ] }, diff --git a/scripts/per_frame_plotter.ipynb b/scripts/per_frame_plotter.ipynb index 6b24c39..62bc696 100644 --- a/scripts/per_frame_plotter.ipynb +++ b/scripts/per_frame_plotter.ipynb @@ -29,10 +29,10 @@ "outputs": [], "source": [ "files = [\n", - " '../../a_ray_tracing_inline_perframe.csv',\n", - " '../../a_ray_tracing_pipeline_perframe.csv',\n", - " '../../b_ray_tracing_inline_perframe.csv',\n", - " '../../b_ray_tracing_pipeline_perframe.csv',\n", + " 'a_inline_perframe.csv',\n", + " 'a_pipeline_perframe.csv',\n", + " 'b_inline_perframe.csv',\n", + " 'b_pipeline_perframe.csv',\n", "]" ] }, diff --git a/scripts/scores_plotter.ipynb b/scripts/scores_plotter.ipynb index 9429986..80ef4a5 100644 --- a/scripts/scores_plotter.ipynb +++ b/scripts/scores_plotter.ipynb @@ -29,10 +29,10 @@ "outputs": [], "source": [ "files = [\n", - " '../../a_ray_tracing_inline.csv',\n", - " '../../a_ray_tracing_pipeline.csv',\n", - " '../../b_ray_tracing_inline.csv',\n", - " '../../b_ray_tracing_pipeline.csv',\n", + " 'a_inline.csv',\n", + " 'a_pipeline.csv',\n", + " 'b_inline.csv',\n", + " 'b_pipeline.csv',\n", "]" ] }, From bbe65e109947aef96242cb14632ea440284eeb04 Mon Sep 17 00:00:00 2001 From: Max de Danschutter Date: Wed, 19 Mar 2025 14:58:35 +0100 Subject: [PATCH 09/20] update scores plotter --- scripts/scores_plotter.ipynb | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/scripts/scores_plotter.ipynb b/scripts/scores_plotter.ipynb index 80ef4a5..b117475 100644 --- a/scripts/scores_plotter.ipynb +++ b/scripts/scores_plotter.ipynb @@ -8,7 +8,8 @@ "outputs": [], "source": [ "%%cmd\n", - "python -m pip install pandas" + "python -m pip install pandas\n", + "python -m pip install matplotlib" ] }, { @@ -29,10 +30,10 @@ "outputs": [], "source": [ "files = [\n", - " 'a_inline.csv',\n", - " 'a_pipeline.csv',\n", - " 'b_inline.csv',\n", - " 'b_pipeline.csv',\n", + " 'scores/5070ti_inline.csv',\n", + " 'scores/5070ti_pipeline.csv',\n", + " 'scores/9070xt_inline.csv',\n", + " 'scores/9070xt_pipeline.csv',\n", "]" ] }, @@ -63,7 +64,7 @@ "metadata": {}, "outputs": [], "source": [ - "scores.plot(kind=\"bar\", figsize=(20,5), colormap='Dark2', grid=True, rot=0)" + "scores.plot(kind=\"bar\", figsize=(20,5), colormap='Dark2', grid=True, rot=0, title=\"Evolve scores (higher is better)\", ylabel=\"score\")" ] } ], @@ -83,7 +84,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.13.2" } }, "nbformat": 4, From e5f0d21c36049bea41c33f5be3a50e1f9a63fea8 Mon Sep 17 00:00:00 2001 From: Max de Danschutter Date: Wed, 19 Mar 2025 15:31:01 +0100 Subject: [PATCH 10/20] remove `scores/` prefix and `.csv` postfix from score names --- scripts/scores_plotter.ipynb | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/scripts/scores_plotter.ipynb b/scripts/scores_plotter.ipynb index b117475..ec4ced0 100644 --- a/scripts/scores_plotter.ipynb +++ b/scripts/scores_plotter.ipynb @@ -19,7 +19,8 @@ "metadata": {}, "outputs": [], "source": [ - "import pandas as pd" + "import pandas as pd\n", + "import os" ] }, { @@ -51,7 +52,9 @@ " file_scores = pd.read_csv(file)\n", " # Remove empty results\n", " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", - " scores[file] = file_scores\n", + " # Use os.path.basename() to get only the file name\n", + " file_name = os.path.splitext(os.path.basename(file))[0]\n", + " scores[file_name] = file_scores\n", "# Reshape into row per metric, column per input file\n", "scores = pd.concat(scores).groupby(level=0, sort=False).mean().T.drop('Loop', errors=\"ignore\")\n", "scores" From 9e5c41ad07e5a7feff243868514a40298e95d94f Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Fri, 17 Oct 2025 11:31:40 +0200 Subject: [PATCH 11/20] improved further remove "relevant_metrics" --- scripts/deep_analysis_plotter.ipynb | 50 ++++++++--------------------- scripts/per_frame_plotter.ipynb | 35 ++++++++++++++++---- 2 files changed, 41 insertions(+), 44 deletions(-) diff --git a/scripts/deep_analysis_plotter.ipynb b/scripts/deep_analysis_plotter.ipynb index d9165a9..9d12370 100644 --- a/scripts/deep_analysis_plotter.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "bbdc923a-44fd-4250-990b-80771446bbf0", "metadata": {}, "outputs": [], @@ -22,7 +22,9 @@ "import pandas as pd\n", "import json\n", "from collections import defaultdict\n", - "from flatten_json import flatten" + "from flatten_json import flatten\n", + "import matplotlib.pyplot as plt\n", + "import pathlib" ] }, { @@ -67,13 +69,7 @@ " ) / num_loops / 1_000_000 # in ms\n", " for metric_name, metric in frame_results[\"metrics\"].items():\n", " # TODO: Flatten this in rust to fan_speed_rpm\n", - " if metric_name == \"fan_speed\":\n", - " value = metric[\"Percent\"] if \"Percent\" in metric else metric[\"Rpm\"]\n", - " results_per_frame[frame_index][\"fan_speed_rpm\"] += (\n", - " value / num_loops\n", - " )\n", - " # Filter out unavailable data and the timestamp\n", - " elif metric is not None and metric_name != \"timestamp\":\n", + " if metric is not None and metric_name != \"timestamp\":\n", " results_per_frame[frame_index][metric_name] += metric / num_loops\n", " # TODO: Aggregate CPU timings\n", " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", @@ -109,29 +105,7 @@ "metadata": {}, "outputs": [], "source": [ - "relevant_metrics = [\n", - " 'reflection-hits-shading',\n", - " 'water-compositing',\n", - " 'blur',\n", - " 'diffuse-spatial-filter',\n", - " 'spd',\n", - " 'sun-direct-lighting',\n", - " 'reflection-ray-tracing-inline',\n", - " 'trace-diffuse-nee-rays',\n", - " 'render pass',\n", - " 'shadow-ray-tracing-pipeline',\n", - " 'compositing',\n", - " 'build-gbuffers_0',\n", - " 'scale-raster',\n", - " 'Batch refit bottom level',\n", - " 'clock_speed_in_mhz',\n", - " 'board_power_usage_in_w',\n", - " 'vram_usage_in_mb',\n", - " 'edge_temperature_in_c'\n", - "]\n", - "# We want all relevant metrics with the sequence time, to properly plot on the x axis\n", - "relevant_metrics_with_time = relevant_metrics + [\"sequence_time_ns\"]\n", - "metrics = full_dataset[relevant_metrics_with_time]\n", + "metrics = full_dataset\n", "\n", "# Reshape into sequence time + metric type per row, input file per column\n", "metrics = metrics.reset_index().set_index(['sequence_time_ns', 'level_0']).drop('level_1', axis=1)\n", @@ -150,6 +124,7 @@ "metadata": {}, "outputs": [], "source": [ + "pathlib.Path('output_analysis').mkdir(parents=True, exist_ok=True) \n", "for graph_name in metrics['level_1'].unique():\n", " # Grab the metric we want to plot\n", " selected_metric = metrics[metrics['level_1'] == graph_name]\n", @@ -166,21 +141,22 @@ " x='sequence_time_s', \n", " ylabel='shader execution time in ms',\n", " xlabel='benchmark timeline in seconds', \n", - " ylim= (max(0, max_mean - max_std * 3), max_mean + max_std * 3),\n", + " #ylim= (max(0, max_mean - max_std * 3), max_mean + max_std * 3),\n", " figsize=(20,10), \n", " colormap='Dark2', \n", " grid=True, \n", " legend=True,\n", " title=graph_name\n", - " )" + " )\n", + " plt.savefig('output_analysis/{}.png'.format(graph_name))" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python [conda env:base] *", "language": "python", - "name": "python3" + "name": "conda-base-py" }, "language_info": { "codemirror_mode": { @@ -192,7 +168,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.13.5" } }, "nbformat": 4, diff --git a/scripts/per_frame_plotter.ipynb b/scripts/per_frame_plotter.ipynb index 62bc696..65249a5 100644 --- a/scripts/per_frame_plotter.ipynb +++ b/scripts/per_frame_plotter.ipynb @@ -18,7 +18,10 @@ "metadata": {}, "outputs": [], "source": [ - "import pandas as pd" + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import pathlib\n", + "pd.set_option('display.float_format', lambda x: '%.3f' % x)" ] }, { @@ -51,8 +54,24 @@ " # Remove empty results\n", " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", " scores[file] = file_scores\n", + "scores = pd.concat(scores)\n", + "scores['Frame time (ms)'] = (scores['Sequence Time (ns)'].shift(-1) - scores['Sequence Time (ns)']) / 1_000_000\n", + "# The final frame always has a negative frame time, probably because it loops\n", + "# The first 3 frames are not representative, and are huge outliers\n", + "scores['Frame time (ms)'] = scores['Frame time (ms)'].mask(scores['Frame time (ms)'] < 0)\n", + "scores['Frame time (ms)'] = scores['Frame time (ms)'].mask(scores['Frame'] < 3)\n", "# Reshape into row per input file + sequence time, column per metric\n", - "scores = pd.concat(scores).reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n", + "scores = scores.reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n", + "scores['Ray Tracing (ms)'] = scores['Ray Tracing (ns)'] / 1_000_000\n", + "scores = scores.drop('Ray Tracing (ns)', axis=1)\n", + "scores['Acceleration Structure Build (ms)'] = scores['Acceleration Structure Build (ns)'] / 1_000_000\n", + "scores = scores.drop('Acceleration Structure Build (ns)', axis=1)\n", + "scores['Rasterization (ms)'] = scores['Rasterization (ns)'] / 1_000_000\n", + "scores = scores.drop('Rasterization (ns)', axis=1)\n", + "scores['Compute (ms)'] = scores['Compute (ns)'] / 1_000_000\n", + "scores = scores.drop('Compute (ns)', axis=1)\n", + "scores['Driver (ms)'] = scores['Driver (ns)'] / 1_000_000\n", + "scores = scores.drop('Driver (ns)', axis=1)\n", "scores" ] }, @@ -78,6 +97,7 @@ "metadata": {}, "outputs": [], "source": [ + "pathlib.Path('output_per_frame').mkdir(parents=True, exist_ok=True) \n", "for graph_name in new_scores['level_1'].unique():\n", " graph_data = new_scores[new_scores['level_1'] == graph_name]\n", " graph_data = graph_data.drop('level_1', axis=1)\n", @@ -88,21 +108,22 @@ " ylabel='value',\n", " xlabel='benchmark timeline in seconds', \n", " kind=\"line\", \n", - " logy=True,\n", + " logy=False,\n", " figsize=(20,5), \n", " colormap='Dark2', \n", " grid=True, \n", " rot=0,\n", " title=graph_name\n", - " )" + " )\n", + " plt.savefig('output_per_frame/{}.png'.format(graph_name))" ] } ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "Python [conda env:base] *", "language": "python", - "name": "python3" + "name": "conda-base-py" }, "language_info": { "codemirror_mode": { @@ -114,7 +135,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.13.5" } }, "nbformat": 4, From 50ab1846af706c29e90be75a0f2a0b0be86aa6c8 Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Wed, 12 Nov 2025 11:15:41 +0100 Subject: [PATCH 12/20] add missing import and check if metrics exists --- scripts/deep_analysis_plotter.ipynb | 17 +++++++---------- 1 file changed, 7 insertions(+), 10 deletions(-) diff --git a/scripts/deep_analysis_plotter.ipynb b/scripts/deep_analysis_plotter.ipynb index 9d12370..7010537 100644 --- a/scripts/deep_analysis_plotter.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -9,7 +9,8 @@ "source": [ "%%cmd\n", "python -m pip install flatten_json\n", - "python -m pip install pandas" + "python -m pip install pandas\n", + "python -m pip install matplotlib" ] }, { @@ -67,10 +68,11 @@ " results_per_frame[frame_index][scope_name] += (\n", " scope_timing[\"end\"] - scope_timing[\"start\"]\n", " ) / num_loops / 1_000_000 # in ms\n", - " for metric_name, metric in frame_results[\"metrics\"].items():\n", - " # TODO: Flatten this in rust to fan_speed_rpm\n", - " if metric is not None and metric_name != \"timestamp\":\n", - " results_per_frame[frame_index][metric_name] += metric / num_loops\n", + " if frame_results[\"metrics\"] is not None:\n", + " for metric_name, metric in frame_results[\"metrics\"].items():\n", + " # TODO: Flatten this in rust to fan_speed_rpm\n", + " if metric is not None and metric_name != \"timestamp\":\n", + " results_per_frame[frame_index][metric_name] += metric / num_loops\n", " # TODO: Aggregate CPU timings\n", " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", "\n", @@ -130,11 +132,6 @@ " selected_metric = metrics[metrics['level_1'] == graph_name]\n", " selected_metric = selected_metric.drop('level_1', axis=1)\n", "\n", - " # Filter outliers out of view\n", - " max_mean = selected_metric[files].mean().mean()\n", - " max_mean = 0 if pd.isna(max_mean) else max_mean\n", - " max_std = selected_metric[files].std(axis=1).max()\n", - " max_std = selected_metric[files].max() / 3.0 if pd.isna(max_std) else max_std\n", "\n", " # Plot results \n", " selected_metric.infer_objects(copy=False).interpolate(method='linear').plot(\n", From 40c59a800ad6b485d9cb1a397ee3dd601cc3991f Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 13:02:15 +0200 Subject: [PATCH 13/20] stack plot --- scripts/deep_analysis_plotter.ipynb | 74 +++++++++++++++++++++-------- 1 file changed, 53 insertions(+), 21 deletions(-) diff --git a/scripts/deep_analysis_plotter.ipynb b/scripts/deep_analysis_plotter.ipynb index 7010537..bfccc16 100644 --- a/scripts/deep_analysis_plotter.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -15,7 +15,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "bbdc923a-44fd-4250-990b-80771446bbf0", "metadata": {}, "outputs": [], @@ -126,34 +126,66 @@ "metadata": {}, "outputs": [], "source": [ - "pathlib.Path('output_analysis').mkdir(parents=True, exist_ok=True) \n", - "for graph_name in metrics['level_1'].unique():\n", - " # Grab the metric we want to plot\n", - " selected_metric = metrics[metrics['level_1'] == graph_name]\n", - " selected_metric = selected_metric.drop('level_1', axis=1)\n", + "pathlib.Path('output_analysis').mkdir(parents=True, exist_ok=True)\n", + "\n", + "# Keep the N biggest passes individually and roll everything else into \"other\",\n", + "# so the stackplot stays readable instead of drowning in ~94 tiny bands.\n", + "TOP_N = 20\n", + "\n", + "# Plot all metrics stacked on top of each other, one stackplot per input file,\n", + "# so we get a nice overview of how the total time is composed over the benchmark.\n", + "for file_name in files:\n", + " file_data = full_dataset.loc[file_name]\n", "\n", + " # x axis: benchmark timeline in seconds\n", + " x = file_data['sequence_time_ns'] / 1_000_000_000\n", "\n", - " # Plot results \n", - " selected_metric.infer_objects(copy=False).interpolate(method='linear').plot(\n", - " x='sequence_time_s', \n", - " ylabel='shader execution time in ms',\n", - " xlabel='benchmark timeline in seconds', \n", - " #ylim= (max(0, max_mean - max_std * 3), max_mean + max_std * 3),\n", - " figsize=(20,10), \n", - " colormap='Dark2', \n", - " grid=True, \n", - " legend=True,\n", - " title=graph_name\n", + " # All metric columns (everything except the timeline), interpolated and gap-filled\n", + " metric_cols = [c for c in file_data.columns if c != 'sequence_time_ns']\n", + " stack_data = (\n", + " file_data[metric_cols]\n", + " .infer_objects(copy=False)\n", + " .interpolate(method='linear')\n", + " .fillna(0)\n", " )\n", - " plt.savefig('output_analysis/{}.png'.format(graph_name))" + "\n", + " # Order by mean contribution, keep the top N, bucket the rest into \"other\"\n", + " order = stack_data.mean().sort_values(ascending=False).index.tolist()\n", + " top = order[:TOP_N]\n", + " rest = order[TOP_N:]\n", + " plot_data = stack_data[top].copy()\n", + " if rest:\n", + " plot_data['other ({} passes)'.format(len(rest))] = stack_data[rest].sum(axis=1)\n", + "\n", + " # Biggest contributors at the bottom, \"other\" on top\n", + " labels = list(plot_data.columns)\n", + "\n", + " # Distinct color per band (tab20 gives 20 well-separated colors)\n", + " colors = plt.get_cmap('tab20')(range(len(labels)))\n", + "\n", + " fig, ax = plt.subplots(figsize=(20, 10))\n", + " ax.stackplot(x, plot_data.T.values, labels=labels, colors=colors)\n", + " ax.set_title('{} - all metrics stacked (top {} + other)'.format(file_name, TOP_N))\n", + " ax.set_xlabel('benchmark timeline in seconds')\n", + " ax.set_ylabel('shader execution time in ms')\n", + " ax.set_xlim(x.min(), x.max())\n", + " ax.margins(y=0)\n", + " ax.grid(True)\n", + "\n", + " # Reverse the legend so its order matches the top-to-bottom order of the stack\n", + " handles, leg_labels = ax.get_legend_handles_labels()\n", + " ax.legend(handles[::-1], leg_labels[::-1], loc='upper left', ncol=2, fontsize='small')\n", + "\n", + " fig.tight_layout()\n", + " fig.savefig('output_analysis/{}_stackplot.png'.format(file_name))\n" ] } ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:base] *", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "conda-base-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -165,7 +197,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.5" + "version": "3.12.10" } }, "nbformat": 4, From a025784e363261d3532c371788684faacb90acfa Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 13:16:58 +0200 Subject: [PATCH 14/20] update both scripts --- .gitignore | 1 + scripts/deep_analysis_plotter.ipynb | 104 +++++-------- scripts/frame_breakdown_stackplot.ipynb | 196 ++++++++++++++++++++++++ 3 files changed, 232 insertions(+), 69 deletions(-) create mode 100644 scripts/frame_breakdown_stackplot.ipynb diff --git a/.gitignore b/.gitignore index 438f0f8..cef6ddf 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,2 @@ scripts/.ipynb_checkpoints/ +scripts/output_analysis/ \ No newline at end of file diff --git a/scripts/deep_analysis_plotter.ipynb b/scripts/deep_analysis_plotter.ipynb index bfccc16..e61d779 100644 --- a/scripts/deep_analysis_plotter.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -7,10 +7,8 @@ "metadata": {}, "outputs": [], "source": [ - "%%cmd\n", - "python -m pip install flatten_json\n", - "python -m pip install pandas\n", - "python -m pip install matplotlib" + "# Install dependencies into the active kernel\n", + "%pip install flatten_json pandas matplotlib" ] }, { @@ -50,24 +48,21 @@ "metadata": {}, "outputs": [], "source": [ - "def aggregate_loops_passes(json):\n", + "def aggregate_loops_passes(loops):\n", " results_per_frame = []\n", - " num_loops = len(json)\n", - " for loop_results in json:\n", + " num_loops = len(loops)\n", + " for loop_results in loops:\n", " for frame_index, frame_results in enumerate(loop_results[\"per_frame_results\"]):\n", " if frame_index >= len(results_per_frame):\n", " results_per_frame.append(defaultdict(int))\n", " results_per_frame[frame_index]['sequence_time_ns'] = frame_results['sequence_time_ns']\n", - " for command_buffer_timings in frame_results[\n", - " \"command_buffer_timings\"\n", - " ].values():\n", - " for scope_name, scope_timings in command_buffer_timings[\n", - " \"scope_timings\"\n", - " ].items():\n", + " for command_buffer_timings in frame_results[\"command_buffer_timings\"].values():\n", + " for scope_name, scope_timings in command_buffer_timings[\"scope_timings\"].items():\n", + " # A pass can run multiple times per frame; sum its durations, average over loops.\n", " for scope_timing in scope_timings:\n", " results_per_frame[frame_index][scope_name] += (\n", " scope_timing[\"end\"] - scope_timing[\"start\"]\n", - " ) / num_loops / 1_000_000 # in ms\n", + " ) / num_loops / 1_000_000 # in ms\n", " if frame_results[\"metrics\"] is not None:\n", " for metric_name, metric in frame_results[\"metrics\"].items():\n", " # TODO: Flatten this in rust to fan_speed_rpm\n", @@ -76,15 +71,14 @@ " # TODO: Aggregate CPU timings\n", " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", "\n", - "results = {}\n", "\n", - "# Load all files into one large dataframe\n", + "# Load every input file, aggregating its loops/passes into one number per pass per frame.\n", + "results = {}\n", "for path in files:\n", " with open(path, \"r\") as json_file:\n", - " # We aggregate passes within each frame, so we get one number per pass per frame per input file\n", - " json_data = aggregate_loops_passes(json.load(json_file))\n", - " results[path] = json_data\n", - "# Concat into input file + sequence time per row, metric per column\n", + " results[path] = aggregate_loops_passes(json.load(json_file))\n", + "\n", + "# Concat into one frame: (input file, frame) per row, metric per column\n", "full_dataset = pd.concat(results)\n", "full_dataset" ] @@ -93,7 +87,9 @@ "cell_type": "code", "execution_count": null, "id": "7de3e2b9-0470-40a2-9ed7-c2d931aaf153", - "metadata": {}, + "metadata": { + "scrolled": true + }, "outputs": [], "source": [ "# Print all possible metrics\n", @@ -116,6 +112,9 @@ "# From ns to s\n", "metrics['sequence_time_s'] = metrics['sequence_time_ns'] / 1_000_000_000\n", "metrics = metrics.drop('sequence_time_ns', axis=1)\n", + "\n", + "# Drop the leftover index name so it doesn't show up as a \"level_0\" legend title\n", + "metrics.columns.name = None\n", "metrics" ] }, @@ -128,56 +127,23 @@ "source": [ "pathlib.Path('output_analysis').mkdir(parents=True, exist_ok=True)\n", "\n", - "# Keep the N biggest passes individually and roll everything else into \"other\",\n", - "# so the stackplot stays readable instead of drowning in ~94 tiny bands.\n", - "TOP_N = 20\n", - "\n", - "# Plot all metrics stacked on top of each other, one stackplot per input file,\n", - "# so we get a nice overview of how the total time is composed over the benchmark.\n", - "for file_name in files:\n", - " file_data = full_dataset.loc[file_name]\n", + "# One image per metric/pass: compares all input files over the benchmark timeline.\n", + "for graph_name in metrics['level_1'].unique():\n", + " # Grab just this metric, leaving one column per input file plus the timeline\n", + " selected_metric = metrics[metrics['level_1'] == graph_name].drop('level_1', axis=1)\n", "\n", - " # x axis: benchmark timeline in seconds\n", - " x = file_data['sequence_time_ns'] / 1_000_000_000\n", - "\n", - " # All metric columns (everything except the timeline), interpolated and gap-filled\n", - " metric_cols = [c for c in file_data.columns if c != 'sequence_time_ns']\n", - " stack_data = (\n", - " file_data[metric_cols]\n", - " .infer_objects(copy=False)\n", - " .interpolate(method='linear')\n", - " .fillna(0)\n", + " ax = selected_metric.infer_objects(copy=False).interpolate(method='linear').plot(\n", + " x='sequence_time_s',\n", + " xlabel='benchmark timeline in seconds',\n", + " ylabel='shader execution time in ms',\n", + " title=graph_name,\n", + " figsize=(20, 10),\n", + " colormap='Dark2',\n", + " grid=True,\n", + " legend=True,\n", " )\n", - "\n", - " # Order by mean contribution, keep the top N, bucket the rest into \"other\"\n", - " order = stack_data.mean().sort_values(ascending=False).index.tolist()\n", - " top = order[:TOP_N]\n", - " rest = order[TOP_N:]\n", - " plot_data = stack_data[top].copy()\n", - " if rest:\n", - " plot_data['other ({} passes)'.format(len(rest))] = stack_data[rest].sum(axis=1)\n", - "\n", - " # Biggest contributors at the bottom, \"other\" on top\n", - " labels = list(plot_data.columns)\n", - "\n", - " # Distinct color per band (tab20 gives 20 well-separated colors)\n", - " colors = plt.get_cmap('tab20')(range(len(labels)))\n", - "\n", - " fig, ax = plt.subplots(figsize=(20, 10))\n", - " ax.stackplot(x, plot_data.T.values, labels=labels, colors=colors)\n", - " ax.set_title('{} - all metrics stacked (top {} + other)'.format(file_name, TOP_N))\n", - " ax.set_xlabel('benchmark timeline in seconds')\n", - " ax.set_ylabel('shader execution time in ms')\n", - " ax.set_xlim(x.min(), x.max())\n", - " ax.margins(y=0)\n", - " ax.grid(True)\n", - "\n", - " # Reverse the legend so its order matches the top-to-bottom order of the stack\n", - " handles, leg_labels = ax.get_legend_handles_labels()\n", - " ax.legend(handles[::-1], leg_labels[::-1], loc='upper left', ncol=2, fontsize='small')\n", - "\n", - " fig.tight_layout()\n", - " fig.savefig('output_analysis/{}_stackplot.png'.format(file_name))\n" + " ax.figure.savefig(f'output_analysis/{graph_name}.png')\n", + " plt.close(ax.figure) # free the figure so we don't keep ~94 open at once\n" ] } ], diff --git a/scripts/frame_breakdown_stackplot.ipynb b/scripts/frame_breakdown_stackplot.ipynb new file mode 100644 index 0000000..7b59f60 --- /dev/null +++ b/scripts/frame_breakdown_stackplot.ipynb @@ -0,0 +1,196 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "id": "aadf8bdc-2b8a-4737-992f-0ebf7e66cd8f", + "metadata": {}, + "outputs": [], + "source": [ + "# Install dependencies into the active kernel\n", + "%pip install flatten_json pandas matplotlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bbdc923a-44fd-4250-990b-80771446bbf0", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import json\n", + "from collections import defaultdict\n", + "from flatten_json import flatten\n", + "import matplotlib.pyplot as plt\n", + "import pathlib" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59b6a968-ad86-48a0-8948-d1f42bf0c3c6", + "metadata": {}, + "outputs": [], + "source": [ + "files = [\n", + " 'a_inline_deep.json',\n", + " 'b_inline_deep.json',\n", + " 'a_pipeline_deep.json',\n", + " 'b_pipeline_deep.json',\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a60a4c63-b884-4558-98bd-ee3d14bbc569", + "metadata": {}, + "outputs": [], + "source": [ + "def aggregate_loops_passes(loops):\n", + " results_per_frame = []\n", + " num_loops = len(loops)\n", + " for loop_results in loops:\n", + " for frame_index, frame_results in enumerate(loop_results[\"per_frame_results\"]):\n", + " if frame_index >= len(results_per_frame):\n", + " results_per_frame.append(defaultdict(int))\n", + " results_per_frame[frame_index]['sequence_time_ns'] = frame_results['sequence_time_ns']\n", + " for command_buffer_timings in frame_results[\"command_buffer_timings\"].values():\n", + " for scope_name, scope_timings in command_buffer_timings[\"scope_timings\"].items():\n", + " # A pass can run multiple times per frame; sum its durations, average over loops.\n", + " for scope_timing in scope_timings:\n", + " results_per_frame[frame_index][scope_name] += (\n", + " scope_timing[\"end\"] - scope_timing[\"start\"]\n", + " ) / num_loops / 1_000_000 # in ms\n", + " if frame_results[\"metrics\"] is not None:\n", + " for metric_name, metric in frame_results[\"metrics\"].items():\n", + " # TODO: Flatten this in rust to fan_speed_rpm\n", + " if metric is not None and metric_name != \"timestamp\":\n", + " results_per_frame[frame_index][metric_name] += metric / num_loops\n", + " # TODO: Aggregate CPU timings\n", + " return pd.DataFrame([flatten(x) for x in results_per_frame])\n", + "\n", + "\n", + "# Load every input file, aggregating its loops/passes into one number per pass per frame.\n", + "results = {}\n", + "for path in files:\n", + " with open(path, \"r\") as json_file:\n", + " results[path] = aggregate_loops_passes(json.load(json_file))\n", + "\n", + "# Concat into one frame: (input file, frame) per row, metric per column\n", + "full_dataset = pd.concat(results)\n", + "full_dataset" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7de3e2b9-0470-40a2-9ed7-c2d931aaf153", + "metadata": {}, + "outputs": [], + "source": [ + "# Print all possible metrics\n", + "full_dataset.columns.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6046a029-f421-4a9e-a9d6-9889488ff874", + "metadata": {}, + "outputs": [], + "source": [ + "metrics = full_dataset\n", + "\n", + "# Reshape into sequence time + metric type per row, input file per column\n", + "metrics = metrics.reset_index().set_index(['sequence_time_ns', 'level_0']).drop('level_1', axis=1)\n", + "metrics = metrics.stack().unstack(1).reset_index()\n", + "\n", + "# From ns to s\n", + "metrics['sequence_time_s'] = metrics['sequence_time_ns'] / 1_000_000_000\n", + "metrics = metrics.drop('sequence_time_ns', axis=1)\n", + "metrics" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e6740136-668a-44a6-9e35-53f80d586ea5", + "metadata": {}, + "outputs": [], + "source": [ + "pathlib.Path('output_analysis').mkdir(parents=True, exist_ok=True)\n", + "\n", + "# Keep the N biggest passes individually and roll everything else into \"other\",\n", + "# so the stackplot stays readable instead of drowning in ~94 tiny bands.\n", + "TOP_N = 10\n", + "\n", + "# Plot all metrics stacked on top of each other, one stackplot per input file,\n", + "# so we get a nice overview of how the total time is composed over the benchmark.\n", + "for file_name in files:\n", + " file_data = full_dataset.loc[file_name]\n", + "\n", + " # x axis: benchmark timeline in seconds\n", + " x = file_data['sequence_time_ns'] / 1_000_000_000\n", + "\n", + " # All metric columns (everything except the timeline), interpolated and gap-filled\n", + " metric_cols = [c for c in file_data.columns if c != 'sequence_time_ns']\n", + " stack_data = (\n", + " file_data[metric_cols]\n", + " .infer_objects(copy=False)\n", + " .interpolate(method='linear')\n", + " .fillna(0)\n", + " )\n", + "\n", + " # Order by mean contribution, keep the top N, bucket the rest into \"other\"\n", + " order = stack_data.mean().sort_values(ascending=False).index.tolist()\n", + " top, rest = order[:TOP_N], order[TOP_N:]\n", + " plot_data = stack_data[top].copy()\n", + " if rest:\n", + " plot_data[f'other ({len(rest)} passes)'] = stack_data[rest].sum(axis=1)\n", + "\n", + " # Biggest contributors at the bottom, \"other\" on top; distinct color per band\n", + " labels = list(plot_data.columns)\n", + " colors = plt.get_cmap('tab20')(range(len(labels)))\n", + "\n", + " fig, ax = plt.subplots(figsize=(20, 10))\n", + " ax.stackplot(x, plot_data.T.values, labels=labels, colors=colors)\n", + " ax.set_title(f'{file_name} - all metrics stacked (top {TOP_N} + other)')\n", + " ax.set_xlabel('benchmark timeline in seconds')\n", + " ax.set_ylabel('shader execution time in ms')\n", + " ax.set_xlim(x.min(), x.max())\n", + " ax.margins(y=0)\n", + " ax.grid(True)\n", + "\n", + " # Reverse the legend so its order matches the top-to-bottom order of the stack\n", + " handles, leg_labels = ax.get_legend_handles_labels()\n", + " ax.legend(handles[::-1], leg_labels[::-1], loc='upper left', ncol=2, fontsize='small')\n", + "\n", + " fig.tight_layout()\n", + " fig.savefig(f'output_analysis/{file_name}_stackplot.png')\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 42b49cae06fe07692428b91f016205e1c45b5567 Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 13:21:56 +0200 Subject: [PATCH 15/20] update the last few files, and make everything export to an image --- .gitignore | 4 +- scripts/per_frame_plotter.ipynb | 68 +++------------------------------ scripts/scores_plotter.ipynb | 17 ++------- 3 files changed, 12 insertions(+), 77 deletions(-) diff --git a/.gitignore b/.gitignore index cef6ddf..3fe46ac 100644 --- a/.gitignore +++ b/.gitignore @@ -1,2 +1,4 @@ scripts/.ipynb_checkpoints/ -scripts/output_analysis/ \ No newline at end of file +scripts/output_analysis/ +scripts/output_per_frame/ +scripts/output_scores/ \ No newline at end of file diff --git a/scripts/per_frame_plotter.ipynb b/scripts/per_frame_plotter.ipynb index 65249a5..b9f86de 100644 --- a/scripts/per_frame_plotter.ipynb +++ b/scripts/per_frame_plotter.ipynb @@ -6,10 +6,7 @@ "id": "1d9d9451-25fe-40d7-a67e-2fcaf6a9f54a", "metadata": {}, "outputs": [], - "source": [ - "%%cmd\n", - "python -m pip install pandas" - ] + "source": "# Install dependencies into the active kernel\n%pip install pandas matplotlib" }, { "cell_type": "code", @@ -45,35 +42,7 @@ "id": "a5f9ea81-7bd2-4f70-a0b8-45164afe8f76", "metadata": {}, "outputs": [], - "source": [ - "scores = {}\n", - "\n", - "for file in files:\n", - " # Read csv\n", - " file_scores = pd.read_csv(file)\n", - " # Remove empty results\n", - " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", - " scores[file] = file_scores\n", - "scores = pd.concat(scores)\n", - "scores['Frame time (ms)'] = (scores['Sequence Time (ns)'].shift(-1) - scores['Sequence Time (ns)']) / 1_000_000\n", - "# The final frame always has a negative frame time, probably because it loops\n", - "# The first 3 frames are not representative, and are huge outliers\n", - "scores['Frame time (ms)'] = scores['Frame time (ms)'].mask(scores['Frame time (ms)'] < 0)\n", - "scores['Frame time (ms)'] = scores['Frame time (ms)'].mask(scores['Frame'] < 3)\n", - "# Reshape into row per input file + sequence time, column per metric\n", - "scores = scores.reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n", - "scores['Ray Tracing (ms)'] = scores['Ray Tracing (ns)'] / 1_000_000\n", - "scores = scores.drop('Ray Tracing (ns)', axis=1)\n", - "scores['Acceleration Structure Build (ms)'] = scores['Acceleration Structure Build (ns)'] / 1_000_000\n", - "scores = scores.drop('Acceleration Structure Build (ns)', axis=1)\n", - "scores['Rasterization (ms)'] = scores['Rasterization (ns)'] / 1_000_000\n", - "scores = scores.drop('Rasterization (ns)', axis=1)\n", - "scores['Compute (ms)'] = scores['Compute (ns)'] / 1_000_000\n", - "scores = scores.drop('Compute (ns)', axis=1)\n", - "scores['Driver (ms)'] = scores['Driver (ns)'] / 1_000_000\n", - "scores = scores.drop('Driver (ns)', axis=1)\n", - "scores" - ] + "source": "scores = {}\nfor file in files:\n file_scores = pd.read_csv(file)\n # Drop all-zero (empty) columns\n file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n scores[file] = file_scores\nscores = pd.concat(scores)\n\n# Frame time = delta between consecutive sequence timestamps\nscores['Frame time (ms)'] = (scores['Sequence Time (ns)'].shift(-1) - scores['Sequence Time (ns)']) / 1_000_000\n# The final frame's delta is negative (the benchmark loops) and the first 3 frames\n# are huge outliers, so drop both.\nscores['Frame time (ms)'] = scores['Frame time (ms)'].mask(\n (scores['Frame time (ms)'] < 0) | (scores['Frame'] < 3)\n)\n\n# Reshape into row per input file + sequence time, column per metric\nscores = scores.reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n\n# Convert the nanosecond timing columns to milliseconds\nfor col in ['Ray Tracing', 'Acceleration Structure Build', 'Rasterization', 'Compute', 'Driver']:\n scores[f'{col} (ms)'] = scores.pop(f'{col} (ns)') / 1_000_000\nscores" }, { "cell_type": "code", @@ -81,14 +50,7 @@ "id": "b4bbc8ad-fbf4-4c96-8aa4-afb02ff305a0", "metadata": {}, "outputs": [], - "source": [ - "# Reshape into row per sequence time + metric, column per input file\n", - "new_scores = scores.stack().unstack(0).reset_index()\n", - "# ns to s for the sequence time\n", - "new_scores['Sequence Time (s)'] = new_scores['Sequence Time (ns)'] / 1_000_000_000\n", - "new_scores = new_scores.drop('Sequence Time (ns)', axis=1)\n", - "new_scores" - ] + "source": "# Reshape into row per sequence time + metric, column per input file\nnew_scores = scores.stack().unstack(0).reset_index()\nnew_scores.columns.name = None # drop the leftover index name so it isn't a \"level_0\" legend title\n\n# ns to s for the sequence time\nnew_scores['Sequence Time (s)'] = new_scores['Sequence Time (ns)'] / 1_000_000_000\nnew_scores = new_scores.drop('Sequence Time (ns)', axis=1)\nnew_scores" }, { "cell_type": "code", @@ -96,27 +58,7 @@ "id": "2d6b6f75-251b-4bb2-aa44-e6393cf8140a", "metadata": {}, "outputs": [], - "source": [ - "pathlib.Path('output_per_frame').mkdir(parents=True, exist_ok=True) \n", - "for graph_name in new_scores['level_1'].unique():\n", - " graph_data = new_scores[new_scores['level_1'] == graph_name]\n", - " graph_data = graph_data.drop('level_1', axis=1)\n", - " graph_data = graph_data.apply(pd.to_numeric, errors='coerce').interpolate(method='linear')\n", - " \n", - " graph_data.plot(\n", - " x='Sequence Time (s)', \n", - " ylabel='value',\n", - " xlabel='benchmark timeline in seconds', \n", - " kind=\"line\", \n", - " logy=False,\n", - " figsize=(20,5), \n", - " colormap='Dark2', \n", - " grid=True, \n", - " rot=0,\n", - " title=graph_name\n", - " )\n", - " plt.savefig('output_per_frame/{}.png'.format(graph_name))" - ] + "source": "pathlib.Path('output_per_frame').mkdir(parents=True, exist_ok=True)\nfor graph_name in new_scores['level_1'].unique():\n graph_data = new_scores[new_scores['level_1'] == graph_name].drop('level_1', axis=1)\n graph_data = graph_data.apply(pd.to_numeric, errors='coerce').interpolate(method='linear')\n\n ax = graph_data.plot(\n x='Sequence Time (s)',\n xlabel='benchmark timeline in seconds',\n ylabel='value',\n title=graph_name,\n figsize=(20, 5),\n colormap='Dark2',\n grid=True,\n rot=0,\n )\n ax.figure.savefig(f'output_per_frame/{graph_name}.png')\n plt.close(ax.figure) # free the figure so we don't keep one open per metric\n" } ], "metadata": { @@ -140,4 +82,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} +} \ No newline at end of file diff --git a/scripts/scores_plotter.ipynb b/scripts/scores_plotter.ipynb index ec4ced0..c7e1610 100644 --- a/scripts/scores_plotter.ipynb +++ b/scripts/scores_plotter.ipynb @@ -6,11 +6,7 @@ "id": "c7a3c3bd-54d5-4979-8502-ac69a32a13fb", "metadata": {}, "outputs": [], - "source": [ - "%%cmd\n", - "python -m pip install pandas\n", - "python -m pip install matplotlib" - ] + "source": "# Install dependencies into the active kernel\n%pip install pandas matplotlib" }, { "cell_type": "code", @@ -18,10 +14,7 @@ "id": "21658370-184d-4ab0-b210-d8ab93f0818b", "metadata": {}, "outputs": [], - "source": [ - "import pandas as pd\n", - "import os" - ] + "source": "import pandas as pd\nimport os\nimport matplotlib.pyplot as plt" }, { "cell_type": "code", @@ -66,9 +59,7 @@ "id": "d89bab16-7553-4fd2-953b-05a054362999", "metadata": {}, "outputs": [], - "source": [ - "scores.plot(kind=\"bar\", figsize=(20,5), colormap='Dark2', grid=True, rot=0, title=\"Evolve scores (higher is better)\", ylabel=\"score\")" - ] + "source": "os.makedirs('output_scores', exist_ok=True)\nax = scores.plot(\n kind=\"bar\",\n figsize=(20, 5),\n colormap='Dark2',\n grid=True,\n rot=0,\n title=\"Evolve scores (higher is better)\",\n ylabel=\"score\",\n)\nax.figure.savefig('output_scores/evolve_scores.png', bbox_inches='tight')" } ], "metadata": { @@ -92,4 +83,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} +} \ No newline at end of file From 1b0124d8caf551db505fb3e8ca02f601b5e3abf0 Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 13:23:02 +0200 Subject: [PATCH 16/20] final endling --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 3fe46ac..d64b4ad 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,4 @@ scripts/.ipynb_checkpoints/ scripts/output_analysis/ scripts/output_per_frame/ -scripts/output_scores/ \ No newline at end of file +scripts/output_scores/ From 1f93e6894dced728f1b8812972ab576945b2b0d7 Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 13:24:32 +0200 Subject: [PATCH 17/20] simplify file includes --- scripts/deep_analysis_plotter.ipynb | 6 +-- scripts/frame_breakdown_stackplot.ipynb | 6 +-- scripts/per_frame_plotter.ipynb | 70 +++++++++++++++++++++---- scripts/scores_plotter.ipynb | 33 +++++++++--- 4 files changed, 90 insertions(+), 25 deletions(-) diff --git a/scripts/deep_analysis_plotter.ipynb b/scripts/deep_analysis_plotter.ipynb index e61d779..be19865 100644 --- a/scripts/deep_analysis_plotter.ipynb +++ b/scripts/deep_analysis_plotter.ipynb @@ -34,10 +34,8 @@ "outputs": [], "source": [ "files = [\n", - " 'a_inline_deep.json',\n", - " 'b_inline_deep.json',\n", - " 'a_pipeline_deep.json',\n", - " 'b_pipeline_deep.json',\n", + " 'a_deep_analysis.json',\n", + " 'b_deep_analysis.json',\n", "]" ] }, diff --git a/scripts/frame_breakdown_stackplot.ipynb b/scripts/frame_breakdown_stackplot.ipynb index 7b59f60..17b2d83 100644 --- a/scripts/frame_breakdown_stackplot.ipynb +++ b/scripts/frame_breakdown_stackplot.ipynb @@ -34,10 +34,8 @@ "outputs": [], "source": [ "files = [\n", - " 'a_inline_deep.json',\n", - " 'b_inline_deep.json',\n", - " 'a_pipeline_deep.json',\n", - " 'b_pipeline_deep.json',\n", + " 'a_deep_analysis.json',\n", + " 'b_deep_analysis.json',\n", "]" ] }, diff --git a/scripts/per_frame_plotter.ipynb b/scripts/per_frame_plotter.ipynb index b9f86de..e2484bc 100644 --- a/scripts/per_frame_plotter.ipynb +++ b/scripts/per_frame_plotter.ipynb @@ -6,7 +6,10 @@ "id": "1d9d9451-25fe-40d7-a67e-2fcaf6a9f54a", "metadata": {}, "outputs": [], - "source": "# Install dependencies into the active kernel\n%pip install pandas matplotlib" + "source": [ + "# Install dependencies into the active kernel\n", + "%pip install pandas matplotlib" + ] }, { "cell_type": "code", @@ -29,10 +32,8 @@ "outputs": [], "source": [ "files = [\n", - " 'a_inline_perframe.csv',\n", - " 'a_pipeline_perframe.csv',\n", - " 'b_inline_perframe.csv',\n", - " 'b_pipeline_perframe.csv',\n", + " 'a_deep_analysis.json',\n", + " 'b_deep_analysis.json',\n", "]" ] }, @@ -42,7 +43,31 @@ "id": "a5f9ea81-7bd2-4f70-a0b8-45164afe8f76", "metadata": {}, "outputs": [], - "source": "scores = {}\nfor file in files:\n file_scores = pd.read_csv(file)\n # Drop all-zero (empty) columns\n file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n scores[file] = file_scores\nscores = pd.concat(scores)\n\n# Frame time = delta between consecutive sequence timestamps\nscores['Frame time (ms)'] = (scores['Sequence Time (ns)'].shift(-1) - scores['Sequence Time (ns)']) / 1_000_000\n# The final frame's delta is negative (the benchmark loops) and the first 3 frames\n# are huge outliers, so drop both.\nscores['Frame time (ms)'] = scores['Frame time (ms)'].mask(\n (scores['Frame time (ms)'] < 0) | (scores['Frame'] < 3)\n)\n\n# Reshape into row per input file + sequence time, column per metric\nscores = scores.reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n\n# Convert the nanosecond timing columns to milliseconds\nfor col in ['Ray Tracing', 'Acceleration Structure Build', 'Rasterization', 'Compute', 'Driver']:\n scores[f'{col} (ms)'] = scores.pop(f'{col} (ns)') / 1_000_000\nscores" + "source": [ + "scores = {}\n", + "for file in files:\n", + " file_scores = pd.read_csv(file)\n", + " # Drop all-zero (empty) columns\n", + " file_scores = file_scores.loc[:, (file_scores != 0).any(axis=0)]\n", + " scores[file] = file_scores\n", + "scores = pd.concat(scores)\n", + "\n", + "# Frame time = delta between consecutive sequence timestamps\n", + "scores['Frame time (ms)'] = (scores['Sequence Time (ns)'].shift(-1) - scores['Sequence Time (ns)']) / 1_000_000\n", + "# The final frame's delta is negative (the benchmark loops) and the first 3 frames\n", + "# are huge outliers, so drop both.\n", + "scores['Frame time (ms)'] = scores['Frame time (ms)'].mask(\n", + " (scores['Frame time (ms)'] < 0) | (scores['Frame'] < 3)\n", + ")\n", + "\n", + "# Reshape into row per input file + sequence time, column per metric\n", + "scores = scores.reset_index().set_index(['level_0', 'Sequence Time (ns)']).drop(['level_1', 'Loop Index', 'Frame'], axis=1)\n", + "\n", + "# Convert the nanosecond timing columns to milliseconds\n", + "for col in ['Ray Tracing', 'Acceleration Structure Build', 'Rasterization', 'Compute', 'Driver']:\n", + " scores[f'{col} (ms)'] = scores.pop(f'{col} (ns)') / 1_000_000\n", + "scores" + ] }, { "cell_type": "code", @@ -50,7 +75,16 @@ "id": "b4bbc8ad-fbf4-4c96-8aa4-afb02ff305a0", "metadata": {}, "outputs": [], - "source": "# Reshape into row per sequence time + metric, column per input file\nnew_scores = scores.stack().unstack(0).reset_index()\nnew_scores.columns.name = None # drop the leftover index name so it isn't a \"level_0\" legend title\n\n# ns to s for the sequence time\nnew_scores['Sequence Time (s)'] = new_scores['Sequence Time (ns)'] / 1_000_000_000\nnew_scores = new_scores.drop('Sequence Time (ns)', axis=1)\nnew_scores" + "source": [ + "# Reshape into row per sequence time + metric, column per input file\n", + "new_scores = scores.stack().unstack(0).reset_index()\n", + "new_scores.columns.name = None # drop the leftover index name so it isn't a \"level_0\" legend title\n", + "\n", + "# ns to s for the sequence time\n", + "new_scores['Sequence Time (s)'] = new_scores['Sequence Time (ns)'] / 1_000_000_000\n", + "new_scores = new_scores.drop('Sequence Time (ns)', axis=1)\n", + "new_scores" + ] }, { "cell_type": "code", @@ -58,7 +92,25 @@ "id": "2d6b6f75-251b-4bb2-aa44-e6393cf8140a", "metadata": {}, "outputs": [], - "source": "pathlib.Path('output_per_frame').mkdir(parents=True, exist_ok=True)\nfor graph_name in new_scores['level_1'].unique():\n graph_data = new_scores[new_scores['level_1'] == graph_name].drop('level_1', axis=1)\n graph_data = graph_data.apply(pd.to_numeric, errors='coerce').interpolate(method='linear')\n\n ax = graph_data.plot(\n x='Sequence Time (s)',\n xlabel='benchmark timeline in seconds',\n ylabel='value',\n title=graph_name,\n figsize=(20, 5),\n colormap='Dark2',\n grid=True,\n rot=0,\n )\n ax.figure.savefig(f'output_per_frame/{graph_name}.png')\n plt.close(ax.figure) # free the figure so we don't keep one open per metric\n" + "source": [ + "pathlib.Path('output_per_frame').mkdir(parents=True, exist_ok=True)\n", + "for graph_name in new_scores['level_1'].unique():\n", + " graph_data = new_scores[new_scores['level_1'] == graph_name].drop('level_1', axis=1)\n", + " graph_data = graph_data.apply(pd.to_numeric, errors='coerce').interpolate(method='linear')\n", + "\n", + " ax = graph_data.plot(\n", + " x='Sequence Time (s)',\n", + " xlabel='benchmark timeline in seconds',\n", + " ylabel='value',\n", + " title=graph_name,\n", + " figsize=(20, 5),\n", + " colormap='Dark2',\n", + " grid=True,\n", + " rot=0,\n", + " )\n", + " ax.figure.savefig(f'output_per_frame/{graph_name}.png')\n", + " plt.close(ax.figure) # free the figure so we don't keep one open per metric\n" + ] } ], "metadata": { @@ -82,4 +134,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} diff --git a/scripts/scores_plotter.ipynb b/scripts/scores_plotter.ipynb index c7e1610..5d670dc 100644 --- a/scripts/scores_plotter.ipynb +++ b/scripts/scores_plotter.ipynb @@ -6,7 +6,10 @@ "id": "c7a3c3bd-54d5-4979-8502-ac69a32a13fb", "metadata": {}, "outputs": [], - "source": "# Install dependencies into the active kernel\n%pip install pandas matplotlib" + "source": [ + "# Install dependencies into the active kernel\n", + "%pip install pandas matplotlib" + ] }, { "cell_type": "code", @@ -14,7 +17,11 @@ "id": "21658370-184d-4ab0-b210-d8ab93f0818b", "metadata": {}, "outputs": [], - "source": "import pandas as pd\nimport os\nimport matplotlib.pyplot as plt" + "source": [ + "import pandas as pd\n", + "import os\n", + "import matplotlib.pyplot as plt" + ] }, { "cell_type": "code", @@ -24,10 +31,8 @@ "outputs": [], "source": [ "files = [\n", - " 'scores/5070ti_inline.csv',\n", - " 'scores/5070ti_pipeline.csv',\n", - " 'scores/9070xt_inline.csv',\n", - " 'scores/9070xt_pipeline.csv',\n", + " 'a_deep_analysis.json',\n", + " 'b_deep_analysis.json',\n", "]" ] }, @@ -59,7 +64,19 @@ "id": "d89bab16-7553-4fd2-953b-05a054362999", "metadata": {}, "outputs": [], - "source": "os.makedirs('output_scores', exist_ok=True)\nax = scores.plot(\n kind=\"bar\",\n figsize=(20, 5),\n colormap='Dark2',\n grid=True,\n rot=0,\n title=\"Evolve scores (higher is better)\",\n ylabel=\"score\",\n)\nax.figure.savefig('output_scores/evolve_scores.png', bbox_inches='tight')" + "source": [ + "os.makedirs('output_scores', exist_ok=True)\n", + "ax = scores.plot(\n", + " kind=\"bar\",\n", + " figsize=(20, 5),\n", + " colormap='Dark2',\n", + " grid=True,\n", + " rot=0,\n", + " title=\"Evolve scores (higher is better)\",\n", + " ylabel=\"score\",\n", + ")\n", + "ax.figure.savefig('output_scores/evolve_scores.png', bbox_inches='tight')" + ] } ], "metadata": { @@ -83,4 +100,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} From c68b24bf4638447273f7d69ae3a0ad0405269766 Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 13:31:49 +0200 Subject: [PATCH 18/20] 10 -> 20 --- scripts/frame_breakdown_stackplot.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/frame_breakdown_stackplot.ipynb b/scripts/frame_breakdown_stackplot.ipynb index 17b2d83..2ccc7ff 100644 --- a/scripts/frame_breakdown_stackplot.ipynb +++ b/scripts/frame_breakdown_stackplot.ipynb @@ -122,7 +122,7 @@ "\n", "# Keep the N biggest passes individually and roll everything else into \"other\",\n", "# so the stackplot stays readable instead of drowning in ~94 tiny bands.\n", - "TOP_N = 10\n", + "TOP_N = 20\n", "\n", "# Plot all metrics stacked on top of each other, one stackplot per input file,\n", "# so we get a nice overview of how the total time is composed over the benchmark.\n", From 7198a2ff7cc6aaab46cd38cfcfddd5f89e702c18 Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 17:53:05 +0200 Subject: [PATCH 19/20] add documentation --- README.md | 49 ++++++++++++++---- docs/images/tools/deep_analysis_plotter.png | Bin 0 -> 159742 bytes .../tools/frame_breakdown_stackplot.png | Bin 0 -> 768336 bytes docs/images/tools/per_frame_metric.png | Bin 0 -> 118440 bytes docs/images/tools/per_frame_plotter.png | Bin 0 -> 60411 bytes docs/images/tools/scores_plotter.png | Bin 0 -> 45722 bytes 6 files changed, 39 insertions(+), 10 deletions(-) create mode 100644 docs/images/tools/deep_analysis_plotter.png create mode 100644 docs/images/tools/frame_breakdown_stackplot.png create mode 100644 docs/images/tools/per_frame_metric.png create mode 100644 docs/images/tools/per_frame_plotter.png create mode 100644 docs/images/tools/scores_plotter.png diff --git a/README.md b/README.md index cee4809..53288ad 100644 --- a/README.md +++ b/README.md @@ -8,26 +8,55 @@ -## 👷‍♀️ Requirements +## 📊 Available tools -Please ensure the following dependencies are installed before running scripts from this repository: +This repository contains multiple scripts which can be run as is for reporting purposes, or serve as a baseline/guide for custom analysis scripts. Below we list all tools, with example outputs below. We also mention which command line argument should be passed to Evolve to generate the requested graphs. -- Python 3.7 -- ADB (Android Debug Bridge) +- **`run_on_android.py`** Launches the Evolve benchmark on a connected Android device over ADB and pulls the result files back to your machine. This script requires ADB (Android Debug Bridge) to be installed. +- **`compare_deep_analysis.py`** CLI tool that compares two deep-analysis exports and writes the top 20 passes with the largest mean / standard-deviation differences to CSV. Requires `--export-deep-analysis`. +- **`scores_plotter.ipynb`** Bar chart comparing the Evolve scores per metric across benchmark runs or devices. Requires `--export-scores`. + -## 📊 Comparing deep analysis output +- **`per_frame_plotter.ipynb`** Line graph of the per score bucketed execution time/metric (frame time, ray tracing, rasterization, compute, driver, …) throughout the benchmark timeline. Can be used to compare between runs. Requires `--export-per-frame`. -Using the `compare_deep_analysis.py` script located in the `scripts` directory, you can compare the results of two separate deep analysis output files in multiple ways. For the analysis methods, the scripts will first do an attempt to average over all loop iterations of the output. If you ran Evolve with `--looping 5`, each frame in the output will use the mean from each frame from each of the Evolve benchmark iterations. + + + +- **`deep_analysis_plotter.ipynb`** Line graph of the execution time per render/compute/rt pass. Can be used to compare between runs. Requires `--export-deep-analysis`. + + -## Additional Requirements -In addition to the requirements listed in [Requirements](#👷‍♀️-requirements), this script also requires the use of several python packages. These can be installed as follows: +- **`frame_breakdown_stackplot.ipynb`** Stacked area chart breaking down each frame's GPU time by render/compute/rt pass (top 20 passes + other). Requires `--export-deep-analysis`. + + + +## 📏 Capturing data + +These scripts require specific custom Evolve outputs, which can be generated using the following command line arguments when launching evolve. + + - `run-custom --export-scores scores.csv` + - `run-custom --export-per-frame per_frame.csv` + - `run-custom --export-deep-analysis deep_analysis.json` + +## 👷‍♀️ Requirements + +Please ensure the following dependencies are installed before running scripts from this repository: + +- Python 3.11+ +- ADB (Android Debug Bridge), only required for `run_on_android.py` + +The scripts and notebooks depend on several Python packages, which can be installed with: ```sh python -m pip install -r requirements.txt ``` -## Usage +## 📊 Comparing deep analysis output + +Using the `compare_deep_analysis.py` script located in the `scripts` directory, you can compare the results of two separate deep analysis output files in multiple ways. For the analysis methods, the scripts will first do an attempt to average over all loop iterations of the output. If you ran Evolve with `--looping 5`, each frame in the output will use the mean from each frame from each of the Evolve benchmark iterations. + +### Usage ```sh usage: Evolve Deep Analysis Comparison [-h] [--pass_mean_comparison PASS_MEAN_COMPARISON] [--pass_stdev_comparison PASS_STDEV_COMPARISON] deep_analysis_file deep_analysis_file ``` @@ -43,4 +72,4 @@ At least one of `--pass_mean_comparison` or `--pass_stdev_comparison` arguments ### Example usage ```sh python compare_deep_analysis.py --pass_mean_comparison mean_comparison.csv --pass_stdev_comparison stdev_comparison.csv deep_analysis_gpu_1.json deep_analysis_gpu_2.json -``` \ No newline at end of file +``` diff --git a/docs/images/tools/deep_analysis_plotter.png b/docs/images/tools/deep_analysis_plotter.png new file mode 100644 index 0000000000000000000000000000000000000000..884005943540d6273bb04e9b5552dfd911389ff0 GIT binary patch literal 159742 zcmeFZc{r49_&+>ScqB_@DIs~<>`G)GNh*bk3R$AElZ&ft+B2M!%?t;?|ocq;V*D+_W;%?eI;p}ZJcDr4_ 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zn|aZ5pY=3A|7rH$>wS8$EO_qo!F_+lyS$oSJlT_6J~on}j*Ju3)7`s0ZJUMP{{bss BF(d#0 literal 0 HcmV?d00001 From b2e3ea071e0b0867b6363417dd199cd14eec76ac Mon Sep 17 00:00:00 2001 From: jasperdewinther Date: Mon, 29 Jun 2026 18:15:46 +0200 Subject: [PATCH 20/20] small change to readme --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 53288ad..999c26f 100644 --- a/README.md +++ b/README.md @@ -52,9 +52,9 @@ The scripts and notebooks depend on several Python packages, which can be instal python -m pip install -r requirements.txt ``` -## 📊 Comparing deep analysis output +## 📊 Using `compare_deep_analysis.py` -Using the `compare_deep_analysis.py` script located in the `scripts` directory, you can compare the results of two separate deep analysis output files in multiple ways. For the analysis methods, the scripts will first do an attempt to average over all loop iterations of the output. If you ran Evolve with `--looping 5`, each frame in the output will use the mean from each frame from each of the Evolve benchmark iterations. +Using the `compare_deep_analysis.py` script, you can compare the results of two separate deep analysis output files in multiple ways. For the analysis methods, the scripts will first do an attempt to average over all loop iterations of the output. If you ran Evolve with `--looping 5`, each frame in the output will use the mean from each frame from each of the Evolve benchmark iterations. ### Usage ```sh

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