From 831cec9b2a684d144ca4fdc0fa4756891a71c0fc Mon Sep 17 00:00:00 2001 From: ToughStyle <35249976+ToughStyle@users.noreply.github.com> Date: Thu, 7 Mar 2024 16:03:56 +0800 Subject: [PATCH 1/2] Add 6800XT results Running on Pytorch 2.3.0 and ROCM 6.0.2 --- ...gpus__double_model_inference_benchmark.csv | 51 +++++++++++++++++++ ...T_1_gpus__double_model_train_benchmark.csv | 51 +++++++++++++++++++ ..._gpus__float_model_inference_benchmark.csv | 51 +++++++++++++++++++ ...XT_1_gpus__float_model_train_benchmark.csv | 51 +++++++++++++++++++ ...1_gpus__half_model_inference_benchmark.csv | 51 +++++++++++++++++++ ... XT_1_gpus__half_model_train_benchmark.csv | 51 +++++++++++++++++++ results/6800XT/config.json | 8 +++ results/6800XT/system_info.txt | 14 +++++ 8 files changed, 328 insertions(+) create mode 100644 results/6800XT/AMD Radeon RX 6800 XT_1_gpus__double_model_inference_benchmark.csv create mode 100644 results/6800XT/AMD Radeon RX 6800 XT_1_gpus__double_model_train_benchmark.csv create mode 100644 results/6800XT/AMD Radeon RX 6800 XT_1_gpus__float_model_inference_benchmark.csv create mode 100644 results/6800XT/AMD Radeon RX 6800 XT_1_gpus__float_model_train_benchmark.csv create mode 100644 results/6800XT/AMD Radeon RX 6800 XT_1_gpus__half_model_inference_benchmark.csv create mode 100644 results/6800XT/AMD Radeon RX 6800 XT_1_gpus__half_model_train_benchmark.csv create mode 100644 results/6800XT/config.json create mode 100644 results/6800XT/system_info.txt diff --git a/results/6800XT/AMD Radeon RX 6800 XT_1_gpus__double_model_inference_benchmark.csv b/results/6800XT/AMD Radeon RX 6800 XT_1_gpus__double_model_inference_benchmark.csv new file mode 100644 index 0000000..307b84e --- /dev/null +++ b/results/6800XT/AMD Radeon RX 6800 XT_1_gpus__double_model_inference_benchmark.csv @@ -0,0 +1,51 @@ +mnasnet0_5,mnasnet0_75,mnasnet1_0,mnasnet1_3,resnet18,resnet34,resnet50,resnet101,resnet152,resnext50_32x4d,resnext101_32x8d,resnext101_64x4d,wide_resnet50_2,wide_resnet101_2,densenet121,densenet161,densenet169,densenet201,squeezenet1_0,squeezenet1_1,vgg11,vgg11_bn,vgg13,vgg13_bn,vgg16,vgg16_bn,vgg19,vgg19_bn,mobilenet_v3_large,mobilenet_v3_small,shufflenet_v2_x0_5,shufflenet_v2_x1_0,shufflenet_v2_x1_5,shufflenet_v2_x2_0 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b/results/6800XT/system_info.txt new file mode 100644 index 0000000..9819a92 --- /dev/null +++ b/results/6800XT/system_info.txt @@ -0,0 +1,14 @@ +benchmark start : 2024/03/07 12:03:29 +system_configs + +uname_result(system='Linux', node='desktop', release='6.5.0-21-generic', version='#21~22.04.1-Ubuntu SMP PREEMPT_DYNAMIC Fri Feb 9 13:32:52 UTC 2', machine='x86_64') + scpufreq(current=2573.782125, min=2200.0, max=3800.0) + cpu_count: 16 + memory_available: 123553357824 +gpu_configs + +Number of GPUs on current device : 1 +ROCM Version : 6.0.2 +Pytorch Version : 2.3.0 +Device Name : AMD Radeon RX 6800 XT +benchmark end : 2024/03/07 12:43:07 From 72ed0be528236cfab405c29bb52708f0c379a5b5 Mon Sep 17 00:00:00 2001 From: ToughStyle <35249976+ToughStyle@users.noreply.github.com> Date: Thu, 7 Mar 2024 16:49:42 +0800 Subject: [PATCH 2/2] Add jupyter comparision 6800XT as baseline --- compare.ipynb | 220 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 220 insertions(+) create mode 100644 compare.ipynb diff --git a/compare.ipynb b/compare.ipynb new file mode 100644 index 0000000..b1de3d5 --- /dev/null +++ b/compare.ipynb @@ -0,0 +1,220 @@ +{ + "cells": [ + { + "cell_type": "code", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "shape: (6, 37)\n", + "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬──────────┬───────────┬───────────┐\n", + "│ mnasnet0_ ┆ mnasnet0_ ┆ mnasnet1_ ┆ mnasnet1_ ┆ … ┆ shufflene ┆ gpu_name ┆ task_type ┆ precision │\n", + "│ 5 ┆ 75 ┆ 0 ┆ 3 ┆ ┆ t_v2_x2_0 ┆ --- ┆ --- ┆ --- │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ str ┆ str ┆ str │\n", + "│ f64 ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ ┆ ┆ │\n", + "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪══════════╪═══════════╪═══════════╡\n", + "│ 25.7 ┆ 29.97 ┆ 33.77 ┆ 42.02 ┆ … ┆ 25.01 ┆ 6800XT ┆ train ┆ half │\n", + "│ 31.87 ┆ 37.31 ┆ 41.58 ┆ 52.79 ┆ … ┆ 30.1 ┆ 6800XT ┆ train ┆ float │\n", + "│ 95.09 ┆ 109.37 ┆ 121.58 ┆ 143.09 ┆ … ┆ 99.83 ┆ 6800XT ┆ train ┆ double │\n", + "│ 5.84 ┆ 7.31 ┆ 6.82 ┆ 8.68 ┆ … ┆ 6.66 ┆ 6800XT ┆ inference ┆ half │\n", + "│ 9.07 ┆ 8.46 ┆ 9.51 ┆ 14.05 ┆ … ┆ 10.14 ┆ 6800XT ┆ inference ┆ float │\n", + "│ 13.45 ┆ 18.79 ┆ 22.48 ┆ 29.68 ┆ … ┆ 27.3 ┆ 6800XT ┆ inference ┆ double │\n", + "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴──────────┴───────────┴───────────┘\n" + ] + } + ], + "source": [ + "import os\n", + "import polars as pl\n", + "\n", + "def get_df(gpu_name, folder: str):\n", + " paths = os.listdir(folder)\n", + " df_list = []\n", + " for path in paths:\n", + " for task_type in task_types:\n", + " for pcs in precisions: \n", + " if pcs in path and task_type in path and '1_gpus' in path:\n", + " srs = pl.read_csv(os.path.join(folder, path)).mean().with_columns(\n", + " pl.all().round(2),\n", + " pl.lit(gpu_name).alias('gpu_name'),\n", + " pl.lit(task_type).alias('task_type'),\n", + " pl.lit(pcs).alias('precision'),\n", + " ) \n", + " df_list.append(srs)\n", + " return pl.concat(df_list).sort(by=['task_type', 'precision'], descending=True)\n", + " \n", + "\n", + "my_gpu_name = \"6800XT\"\n", + "my_folder = \"result\"\n", + "other_gpu_names = [\"2060\", #\"2080TI\", \n", + " \"2080ti(2)\", \"3090\", \"4060Ti16GB\"]\n", + "task_types = ['train', 'inference']\n", + "precisions = ['double', 'float', 'half']\n", + "exclude_cols = ['gpu_name', 'task_type', 'precision']\n", + "\n", + "my_df = get_df(my_gpu_name, my_folder)\n", + "print(my_df)" + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-03-07T08:44:12.984448Z", + "start_time": "2024-03-07T08:44:12.974493Z" + } + }, + "id": "initial_id", + "execution_count": 55 + }, + { + "cell_type": "code", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2060 / 6800XT comp_df = shape: (6, 68)\n", + "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", + "│ mnasnet0_ ┆ mnasnet0_ ┆ mnasnet1_ ┆ mnasnet1_ ┆ … ┆ mean_hori ┆ gpu_name ┆ task_type ┆ precisio │\n", + "│ 5 ┆ 75 ┆ 0 ┆ 3 ┆ ┆ zontal ┆ --- ┆ --- ┆ n │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ str ┆ str ┆ --- │\n", + "│ f64 ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ ┆ ┆ str │\n", + "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", + "│ 1.668093 ┆ 1.597598 ┆ 1.464614 ┆ 1.323417 ┆ … ┆ 2.373916 ┆ 2060 / ┆ train ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.341073 ┆ 1.397481 ┆ 1.458393 ┆ 1.318053 ┆ … ┆ 2.296023 ┆ 2060 / ┆ train ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.228205 ┆ 1.760538 ┆ 1.979849 ┆ 2.396604 ┆ … ┆ 8.169714 ┆ 2060 / ┆ train ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 2.162671 ┆ 1.726402 ┆ 2.033724 ┆ 1.539171 ┆ … ┆ 2.58586 ┆ 2060 / ┆ inference ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.335171 ┆ 1.527187 ┆ 1.574132 ┆ 1.268327 ┆ … ┆ 2.236334 ┆ 2060 / ┆ inference ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 2.133829 ┆ 2.508249 ┆ 2.70952 ┆ 3.269879 ┆ … ┆ 5.74349 ┆ 2060 / ┆ inference ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘\n", + "2080ti(2) / 6800XT comp_df = shape: (6, 68)\n", + "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", + "│ densenet1 ┆ densenet1 ┆ densenet1 ┆ densenet2 ┆ … ┆ mean_hori ┆ gpu_name ┆ task_type ┆ precisio │\n", + "│ 21 ┆ 61 ┆ 69 ┆ 01 ┆ ┆ zontal ┆ --- ┆ --- ┆ n │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ str ┆ str ┆ --- │\n", + "│ f64 ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ ┆ ┆ str │\n", + "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", + "│ 2.914786 ┆ 3.822155 ┆ 3.313888 ┆ 3.338886 ┆ … ┆ 1.631089 ┆ 2080ti(2) ┆ train ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ / 6800XT ┆ ┆ │\n", + "│ 2.881393 ┆ 3.63093 ┆ 2.835498 ┆ 2.666225 ┆ … ┆ 1.627944 ┆ 2080ti(2) ┆ train ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ / 6800XT ┆ ┆ │\n", + "│ 7.045851 ┆ 19.906281 ┆ 6.693946 ┆ 7.236564 ┆ … ┆ 11.792835 ┆ 2080ti(2) ┆ train ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ / 6800XT ┆ ┆ │\n", + "│ 2.791096 ┆ 3.528044 ┆ 3.806452 ┆ 3.038018 ┆ … ┆ 1.529487 ┆ 2080ti(2) ┆ inference ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ / 6800XT ┆ ┆ │\n", + "│ 2.123484 ┆ 4.682033 ┆ 2.592008 ┆ 2.250534 ┆ … ┆ 1.354027 ┆ 2080ti(2) ┆ inference ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ / 6800XT ┆ ┆ │\n", + "│ 17.75316 ┆ 54.742948 ┆ 13.107206 ┆ 12.664757 ┆ … ┆ 26.798169 ┆ 2080ti(2) ┆ inference ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ / 6800XT ┆ ┆ │\n", + "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘\n", + "3090 / 6800XT comp_df = shape: (6, 68)\n", + "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", + "│ mnasnet0_ ┆ mnasnet0_ ┆ mnasnet1_ ┆ mnasnet1_ ┆ … ┆ mean_hori ┆ gpu_name ┆ task_type ┆ precisio │\n", + "│ 5 ┆ 75 ┆ 0 ┆ 3 ┆ ┆ zontal ┆ --- ┆ --- ┆ n │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ str ┆ str ┆ --- │\n", + "│ f64 ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ ┆ ┆ str │\n", + "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", + "│ 1.048249 ┆ 1.020354 ┆ 0.984306 ┆ 0.803903 ┆ … ┆ 1.077854 ┆ 3090 / ┆ train ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 0.897082 ┆ 0.785848 ┆ 0.743386 ┆ 0.646145 ┆ … ┆ 0.939424 ┆ 3090 / ┆ train ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 0.667368 ┆ 0.833318 ┆ 0.877036 ┆ 0.980082 ┆ … ┆ 1.866881 ┆ 3090 / ┆ train ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.09589 ┆ 0.997264 ┆ 1.045455 ┆ 0.864055 ┆ … ┆ 1.063722 ┆ 3090 / ┆ inference ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 0.732084 ┆ 0.764775 ┆ 0.677182 ┆ 0.452669 ┆ … ┆ 0.742818 ┆ 3090 / ┆ inference ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.089963 ┆ 1.213944 ┆ 1.270463 ┆ 1.291779 ┆ … ┆ 2.198012 ┆ 3090 / ┆ inference ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘\n", + "4060Ti16GB / 6800XT comp_df = shape: (6, 72)\n", + "┌───────────┬───────────┬───────────┬───────────┬───┬───────────┬───────────┬───────────┬──────────┐\n", + "│ mnasnet0_ ┆ mnasnet0_ ┆ mnasnet1_ ┆ mnasnet1_ ┆ … ┆ mean_hori ┆ gpu_name ┆ task_type ┆ precisio │\n", + "│ 5 ┆ 75 ┆ 0 ┆ 3 ┆ ┆ zontal ┆ --- ┆ --- ┆ n │\n", + "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ str ┆ str ┆ --- │\n", + "│ f64 ┆ f64 ┆ f64 ┆ f64 ┆ ┆ f64 ┆ ┆ ┆ str │\n", + "╞═══════════╪═══════════╪═══════════╪═══════════╪═══╪═══════════╪═══════════╪═══════════╪══════════╡\n", + "│ 1.091829 ┆ 1.002669 ┆ 0.894285 ┆ 0.767492 ┆ … ┆ 1.422093 ┆ 4060Ti16G ┆ train ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ B / ┆ ┆ │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 0.62347 ┆ 0.659073 ┆ 0.585618 ┆ 0.560523 ┆ … ┆ 1.09736 ┆ 4060Ti16G ┆ train ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ B / ┆ ┆ │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 0.625513 ┆ 0.877023 ┆ 0.989719 ┆ 1.262352 ┆ … ┆ 1.973049 ┆ 4060Ti16G ┆ train ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ B / ┆ ┆ │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 2.597603 ┆ 2.038304 ┆ 2.1261 ┆ 1.930876 ┆ … ┆ 2.057425 ┆ 4060Ti16G ┆ inference ┆ half │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ B / ┆ ┆ │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.123484 ┆ 1.223404 ┆ 1.09674 ┆ 0.785765 ┆ … ┆ 1.201515 ┆ 4060Ti16G ┆ inference ┆ float │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ B / ┆ ┆ │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "│ 1.29145 ┆ 1.584353 ┆ 1.673932 ┆ 1.840633 ┆ … ┆ 2.140913 ┆ 4060Ti16G ┆ inference ┆ double │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ B / ┆ ┆ │\n", + "│ ┆ ┆ ┆ ┆ ┆ ┆ 6800XT ┆ ┆ │\n", + "└───────────┴───────────┴───────────┴───────────┴───┴───────────┴───────────┴───────────┴──────────┘\n" + ] + } + ], + "source": [ + "for other in other_gpu_names:\n", + " other_folder = 'results/' + other\n", + " other_df = get_df(other, other_folder)\n", + " extra = other_df[exclude_cols]\n", + " comp_df = (other_df.select(pl.exclude(exclude_cols)) / my_df.select(pl.exclude(exclude_cols)))\n", + " comp_df = comp_df.with_columns(\n", + " pl.all().mean().round().name.suffix('_mean'),\n", + " pl.lit(comp_df.mean_horizontal()).alias('mean_horizontal'),\n", + " )\n", + " comp_df = comp_df.hstack(extra).with_columns(pl.col('gpu_name') + f' / {my_gpu_name}')\n", + " print(f'{other} / {my_gpu_name} {comp_df = }')\n", + " " + ], + "metadata": { + "collapsed": false, + "ExecuteTime": { + "end_time": "2024-03-07T08:46:10.102050Z", + "start_time": "2024-03-07T08:46:10.078380Z" + } + }, + "id": "aed4a7a69d516e74", + "execution_count": 57 + }, + { + "cell_type": "code", + "outputs": [], + "source": [], + "metadata": { + "collapsed": false + }, + "id": "463526475c17f7cf" + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}