From 9f145989bb55cff6629e95025a32064a5c1e8080 Mon Sep 17 00:00:00 2001 From: Masahiro Tanaka Date: Mon, 24 Mar 2025 06:31:07 +0000 Subject: [PATCH 1/7] import files for deepcompile benchmark Signed-off-by: Masahiro Tanaka --- benchmarks/deepcompile/.gitignore | 3 + benchmarks/deepcompile/README.md | 99 ++++++ .../configs/ddp_config.yaml.template | 14 + .../configs/ds_config.json.template | 33 ++ .../configs/ds_config.yaml.template | 19 ++ .../configs/fsdp_config.yaml.template | 28 ++ .../configs/singlegpu_config.yaml.template | 6 + benchmarks/deepcompile/gen_chart_acc_steps.py | 263 +++++++++++++++ benchmarks/deepcompile/generate_conf.py | 52 +++ benchmarks/deepcompile/hostfile_n4 | 4 + benchmarks/deepcompile/plot.py | 258 +++++++++++++++ benchmarks/deepcompile/plot_common.py | 251 ++++++++++++++ benchmarks/deepcompile/run.sh | 225 +++++++++++++ benchmarks/deepcompile/run_bench.sh | 50 +++ benchmarks/deepcompile/run_bench_acc.sh | 42 +++ benchmarks/deepcompile/run_bench_lm.py | 312 ++++++++++++++++++ benchmarks/deepcompile/run_bench_z1.sh | 21 ++ benchmarks/deepcompile/run_multinode.sh | 14 + 18 files changed, 1694 insertions(+) create mode 100644 benchmarks/deepcompile/.gitignore create mode 100644 benchmarks/deepcompile/README.md create mode 100644 benchmarks/deepcompile/configs/ddp_config.yaml.template create mode 100644 benchmarks/deepcompile/configs/ds_config.json.template create mode 100644 benchmarks/deepcompile/configs/ds_config.yaml.template create mode 100644 benchmarks/deepcompile/configs/fsdp_config.yaml.template create mode 100644 benchmarks/deepcompile/configs/singlegpu_config.yaml.template create mode 100644 benchmarks/deepcompile/gen_chart_acc_steps.py create mode 100644 benchmarks/deepcompile/generate_conf.py create mode 100644 benchmarks/deepcompile/hostfile_n4 create mode 100644 benchmarks/deepcompile/plot.py create mode 100644 benchmarks/deepcompile/plot_common.py create mode 100644 benchmarks/deepcompile/run.sh create mode 100644 benchmarks/deepcompile/run_bench.sh create mode 100644 benchmarks/deepcompile/run_bench_acc.sh create mode 100644 benchmarks/deepcompile/run_bench_lm.py create mode 100644 benchmarks/deepcompile/run_bench_z1.sh create mode 100644 benchmarks/deepcompile/run_multinode.sh diff --git a/benchmarks/deepcompile/.gitignore b/benchmarks/deepcompile/.gitignore new file mode 100644 index 000000000..d73b31758 --- /dev/null +++ b/benchmarks/deepcompile/.gitignore @@ -0,0 +1,3 @@ +*.log +*.pyc +*.png diff --git a/benchmarks/deepcompile/README.md b/benchmarks/deepcompile/README.md new file mode 100644 index 000000000..e3a67aea4 --- /dev/null +++ b/benchmarks/deepcompile/README.md @@ -0,0 +1,99 @@ +# Benchmarks for DeepCompile + +## Setup + +This experiment scripts require 4 nodes that has 8 A100/H100 GPUs each. +We tested the scripts with Python 3.10.12 and CUDA 12.4. + +### Libraries + +In addition, you need to install the following: + +- PyTorch v2.6.0 +- DeepSpeed v0.16.5 +- transformers +- accelerate +- datasets v3.1 + +Here are an example of installation commands: + +```bash +pip3 install torch==2.6.0 torchvision torchaudio +pip3 install transformers datasets==3.1 accelerate + +# Install DeepSpeed and DeepCompile +git clone -b no_z3_hook https://github.com/tohtana/DeepSpeed +pip install -e DeepSpeed + +# Clone this repository +git clone https://github.com/tohtana/bench_deep_compile +``` + +You need to set up these on all nodes. + +### Setup for multiple nodes run + +You need to set host names in /job/hostfile. The file should look like the following: + +``` +node-0 slots=8 +node-1 slots=8 +node-2 slots=8 +node-3 slots=8 +``` + +## Evaluation on throughput and peak memory + +The following script runs the throughput benchmark. This sweeps the following conditions: + +- Models: meta-llama/Meta-Llama-3-70B-Instruct, mistralai/Mixtral-8x7B-v0.1 +- Batch size: 1, 2, 4 +- Sequence length: 512 1024 2048 +- Frameworks: DeepSpeed, DeepSpeed (C), FSDP, FSDP (C), DeepCompile (P), DeepCompile (S), DeepCompile (P+S) + +The script downloads the models from HuggingFace Model Hub. Please make sure that you have access to the models. + +```bash +export PROFILE_DIR=/path/to/profile +bash run_bench.sh +``` + +The logs resulting from our experiments are stored in `logs/` directory. The summary of results is `results/acc_step_1/results.txt`. You can plot these results using the following script. The generated charts will be saved in the `results/acc_step_1/`. + +```bash +python plot.py --result_dir results/acc_step_1 --metric throughput +python plot.py --result_dir results/acc_step_1 --metric peak_mem +``` + +Here are some example charts: + +Throughput + + + + + + +
Througput Llama-3-70B/bs=1Peak memory Llama-3-70B/bs=1
+ +Peak memory + + + + + + +
Througput Mixtral-8x7B/bs=1Peak memory Mixtral-8x7B/bs=1
+ +The following script runs the benchmark with different number of gradient accumulation steps (2, 4, 8, 16). +The batch size and sequence length are fixed to 1 and 1024, respectively. (Note that FSDP doesn't work for this experiment) + +```bash +bash run_bench_acc.sh +``` + +You can use the same script with `--acc_step_eval` to plot the results along gradient accumulation steps. + +```bash +python plot.py --result_dir results/acc_step_1_16 --acc_step_eval --metric throughput +``` diff --git a/benchmarks/deepcompile/configs/ddp_config.yaml.template b/benchmarks/deepcompile/configs/ddp_config.yaml.template new file mode 100644 index 000000000..947b06949 --- /dev/null +++ b/benchmarks/deepcompile/configs/ddp_config.yaml.template @@ -0,0 +1,14 @@ +compute_environment: LOCAL_MACHINE +debug: false +distributed_type: MULTI_GPU +machine_rank: {{ machine_rank }} +main_training_function: main +mixed_precision: bf16 +num_machines: {{ num_machines }} +num_processes: {{ num_processes }} +rdzv_backend: static +same_network: true +tpu_env: [] +tpu_use_cluster: false +tpu_use_sudo: false +use_cpu: false diff --git a/benchmarks/deepcompile/configs/ds_config.json.template b/benchmarks/deepcompile/configs/ds_config.json.template new file mode 100644 index 000000000..b5eb1589c --- /dev/null +++ b/benchmarks/deepcompile/configs/ds_config.json.template @@ -0,0 +1,33 @@ +{ + {% if fp16 %} + "fp16": { + "enabled": true, + "initial_scale_power": 8 + }, + {% else %} + "bf16": { + "enabled": true + }, + {% endif %} + "zero_optimization": { + "stage": {{ zero_stage }}, + "sub_group_size": 100000000 + }, + "compile": { + "deepcompile": {{ deepcompile }}, + "offload_activation": false, + "offload_opt_states": false, + "double_buffer": true, + "symmetric_memory": false, + "free_activation": false, + "debug_log": {{ debug_log }}, + "sync_before_reduce": {{ sync_before_reduce }}, + "sync_after_reduce": {{ sync_after_reduce }} + }, + "gradient_accumulation_steps": {{ gradient_accumulation_steps }}, + "gradient_clipping": "auto", + "steps_per_print": 2000, + "train_batch_size": "auto", + "train_micro_batch_size_per_gpu": "auto", + "wall_clock_breakdown": false +} \ No newline at end of file diff --git a/benchmarks/deepcompile/configs/ds_config.yaml.template b/benchmarks/deepcompile/configs/ds_config.yaml.template new file mode 100644 index 000000000..f130fbea7 --- /dev/null +++ b/benchmarks/deepcompile/configs/ds_config.yaml.template @@ -0,0 +1,19 @@ +compute_environment: LOCAL_MACHINE +debug: false +deepspeed_config: + deepspeed_multinode_launcher: standard + {%- if zero_stage == 3 %} + zero3_init_flag: true + {%- endif %} + deepspeed_config_file: configs/ds_config.json +distributed_type: DEEPSPEED +machine_rank: {{ machine_rank }} +main_training_function: main +num_machines: {{ num_machines }} +num_processes: {{ num_processes }} +rdzv_backend: static +same_network: true +tpu_env: [] +tpu_use_cluster: false +tpu_use_sudo: false +use_cpu: false \ No newline at end of file diff --git a/benchmarks/deepcompile/configs/fsdp_config.yaml.template b/benchmarks/deepcompile/configs/fsdp_config.yaml.template new file mode 100644 index 000000000..ec1cebaea --- /dev/null +++ b/benchmarks/deepcompile/configs/fsdp_config.yaml.template @@ -0,0 +1,28 @@ +compute_environment: LOCAL_MACHINE +debug: false +distributed_type: FSDP +fsdp_config: + fsdp_auto_wrap_policy: TRANSFORMER_BASED_WRAP + fsdp_backward_prefetch: BACKWARD_PRE + fsdp_cpu_ram_efficient_loading: true + fsdp_forward_prefetch: false + fsdp_offload_params: false + {%- if zero_stage == 3 %} + fsdp_sharding_strategy: FULL_SHARD + {%- else %} + fsdp_sharding_strategy: SHARD_GRAD_OP + {%- endif %} + fsdp_state_dict_type: SHARDED_STATE_DICT + fsdp_sync_module_states: true + fsdp_use_orig_params: true +machine_rank: {{ machine_rank }} +main_training_function: main +mixed_precision: bf16 +num_machines: {{ num_machines }} +num_processes: {{ num_processes }} +rdzv_backend: static +same_network: true +tpu_env: [] +tpu_use_cluster: false +tpu_use_sudo: false +use_cpu: false diff --git a/benchmarks/deepcompile/configs/singlegpu_config.yaml.template b/benchmarks/deepcompile/configs/singlegpu_config.yaml.template new file mode 100644 index 000000000..8763d4d2a --- /dev/null +++ b/benchmarks/deepcompile/configs/singlegpu_config.yaml.template @@ -0,0 +1,6 @@ +compute_environment: LOCAL_MACHINE +debug: false +distributed_type: NO +main_training_function: main +mixed_precision: bf16 +use_cpu: false diff --git a/benchmarks/deepcompile/gen_chart_acc_steps.py b/benchmarks/deepcompile/gen_chart_acc_steps.py new file mode 100644 index 000000000..8b3cbd920 --- /dev/null +++ b/benchmarks/deepcompile/gen_chart_acc_steps.py @@ -0,0 +1,263 @@ +import argparse +import re +import pandas as pd +import matplotlib.pyplot as plt +from pathlib import Path + +def throughput_calculator(micro_batch_size, acc_steps, np, elapsed_time_per_iter, + hidden_size, num_attention_heads, num_key_value_heads, + ffn_hidden_size, num_layers, padded_vocab_size, seq_len, + topk: int, swiglu: bool, checkpoint_activations: bool): + batch_size = micro_batch_size * acc_steps * np + samples_per_second = batch_size / elapsed_time_per_iter + + head_dim = hidden_size // num_attention_heads + gqa = num_attention_heads // num_key_value_heads + ffn_multiplier = 3 if swiglu else 2 + macs_per_flops = 2 + + pre_and_post_mha_gemm_macs = batch_size * num_layers * (1 + (2 // gqa) + 1) * (hidden_size**2) * seq_len + mha_bgemm_macs = batch_size * num_layers * 2 * head_dim * num_attention_heads * (seq_len**2) + ffn_gemm_macs = batch_size * num_layers * ffn_multiplier * ffn_hidden_size * hidden_size * seq_len * topk + logit_lmhead_gemm_macs = batch_size * padded_vocab_size * hidden_size * seq_len + + fwd_macs = pre_and_post_mha_gemm_macs + mha_bgemm_macs + ffn_gemm_macs + logit_lmhead_gemm_macs + bwd_macs = 2 * fwd_macs + fwd_bwd_macs = fwd_macs + bwd_macs + + if checkpoint_activations: + fwd_bwd_macs += fwd_macs + + flops_per_iteration = fwd_bwd_macs * macs_per_flops + tflops = flops_per_iteration / (elapsed_time_per_iter * np * (10**12)) + return samples_per_second, tflops + + +model_info = { + "meta-llama/Meta-Llama-3-8B": { + "hidden_size": 4096, + "num_attention_heads": 32, + "num_key_value_heads": 8, + "ffn_hidden_size": 16384, + "num_layers": 32, + "padded_vocab_size": 32000, + "topk": 1, + "swiglu": True # Meta-Llama-3ではswigluが使われていると仮定 + }, + "meta-llama/Meta-Llama-3-70B-Instruct": { + "hidden_size": 8192, + "num_attention_heads": 64, + "num_key_value_heads": 8, + "ffn_hidden_size": 32768, + "num_layers": 80, + "padded_vocab_size": 32000, + "topk": 1, + "swiglu": True # Meta-Llama-3ではswigluが使われていると仮定 + }, + "mistralai/Mixtral-8x7B-v0.1": { + "hidden_size": 4096, + "num_attention_heads": 32, + "num_key_value_heads": 8, + "ffn_hidden_size": 16384, + "num_layers": 32, + "padded_vocab_size": 32000, + "topk": 2, # MixtralではMoEで2エキスパート + "swiglu": False # Mistralはswigluを使っていないと仮定 + } +} + +parser = argparse.ArgumentParser(description="Plot performance metrics.") +parser.add_argument("--metric", choices=["iteration_time", "throughput", "flops", "mfu", "peak_mem"], required=True, + help="Metric to plot: 'iteration_time', 'flops', 'mfu', or 'peak_mem'") +parser.add_argument("--result_dir", type=str, required=True, help="Path to the directory containing results.txt") +parser.add_argument("--result_file", type=str, default="results.txt", help="Name of the result file") +args = parser.parse_args() + + +# データのパース +pattern = re.compile( + r"(?P\d+) (?P[\w./-]+) ds=(?P\w+) np=(?P\d+) batch_size=(?P\d+) " + r"seq=(?P\d+) acc=(?P\d+) ac=(?P\w+) compile=(?P\w+) iteration time: (?P[\d.]+) " + r"alloc_mem: (?P\d+) peak_mem: (?P\d+)" +) +pattern_ctime = re.compile( + r"(?P\d+) (?P[\w./-]+) ds=(?P\w+) np=(?P\d+) batch_size=(?P\d+) " + r"seq=(?P\d+) acc=(?P\d+) ac=(?P\w+) compile=(?P\w+) passes=(?P[\w,_]+) compile_time=(?P[\d.]+) iteration time: (?P[\d.]+) " + r"alloc_mem: (?P\d+) peak_mem: (?P\d+)" +) +pattern_cs = re.compile( + r"(?P\d+) (?P[\w./-]+) ds=(?P\w+) np=(?P\d+) batch_size=(?P\d+) " + r"seq=(?P\d+) acc=(?P\d+) ac=(?P\w+) compile=(?P\w+) schedule=(?P\w+) passes=(?P[\w,_]+) compile_time=(?P[\d.]+) iteration time: (?P[\d.]+) " + r"alloc_mem: (?P\d+) peak_mem: (?P\d+)" +) + +file = Path(args.result_dir) / args.result_file +matches = [] +with open(file) as f: + for line in f: + match = pattern.match(line) + if not match: + match = pattern_ctime.match(line) + if not match: + match = pattern_cs.match(line) + if not match: + print(f"Not matched: {line}") + if match: + d = match.groupdict() + if "passes" not in d: + d["passes"] = "" + if "compile_time" not in d: + d["compile_time"] = 0 + if "schedule" not in d: + d["schedule"] = d["compile"] + matches.append(d) + +df = pd.DataFrame(matches) + +# 型変換 +df["ds"] = df["ds"] == "True" +df["compile"] = df["compile"] == "True" +df["np"] = df["np"].astype(int) +df["batch_size"] = df["batch_size"].astype(int) # batch_sizeをfloatに変換 +df["seq"] = df["seq"].astype(int) +df["iteration_time"] = df["iteration_time"].astype(float) # iteration_timeをfloatに変換 +df["alloc_mem"] = df["alloc_mem"].astype(float) +df["peak_mem"] = df["peak_mem"].astype(float) +df["acc"] = df["acc"].astype(int) # accも明示的にint型へ +df["ac"] = df["ac"] == "True" # acを真偽値に変換 +df["compile_time"] = df["compile_time"].astype(float) +df["schedule"] = df["schedule"] == "True" + + +# モデルごとの計算とプロット +grouped = df.groupby(["model", "np", "batch_size"]) + +theoretical_peak = 312 # 理論ピーク性能 (TFLOPS) + + +LABEL_ZERO3 = "ZeRO3" +LABEL_ZERO3_C = "ZeRO3 (C)" +LABEL_FSDP = "FSDP" +LABEL_DC_PS = "DeepCompile (P+S)" +LABEL_DC_P = "DeepCompile (P)" +LABEL_DC_S = "DeepCompile (S)" + +for (model, np, batch_size), group in grouped: + group = group.sort_values("acc") + acc_labels = group["acc"].unique() + + print(f"acc_labels: {acc_labels}") + + metric_values = {LABEL_ZERO3: [0] * len(acc_labels), + LABEL_ZERO3_C: [0] * len(acc_labels), + LABEL_FSDP: [0] * len(acc_labels), + LABEL_DC_PS: [0] * len(acc_labels), + LABEL_DC_P: [0] * len(acc_labels), + LABEL_DC_S: [0] * len(acc_labels)} + + for _, row in group.iterrows(): + + if row["ds"] and not row["compile"]: + category = LABEL_ZERO3 + elif not row["ds"] and not row["compile"]: + category = LABEL_FSDP + elif row["ds"] and row["compile"]: + if not row["schedule"]: + category = LABEL_ZERO3_C + elif row["passes"] == "" or row["passes"] == 'prefetch,selective_gather': + category = LABEL_DC_PS + # print(f"found prefetch,selective_gather") + elif row["passes"] == 'prefetch': + category = LABEL_DC_P + # print(f"found prefetch") + elif row["passes"] == 'selective_gather': + category = LABEL_DC_S + # print(f"found selective_gather") + else: + print(f"Unknown category: {row}") + continue + else: + print(f"Unknown category: {row}") + continue + + acc_index = list(acc_labels).index(row["acc"]) + if args.metric == "iteration_time": + metric_values[category][acc_index] = row["iteration_time"] + elif args.metric == "peak_mem": + metric_values[category][acc_index] = row["peak_mem"] / (1024**3) + elif args.metric == "throughput": + metric_values[category][acc_index] = row["batch_size"] * row["seq"] * row["acc"] / row["iteration_time"] + elif args.metric in ["flops", "mfu"]: + # モデル情報を使用して FLOPs を計算 + model_params = model_info[row["model"]] + samples_per_second, tflops = throughput_calculator( + micro_batch_size=row["batch_size"], + acc_steps=row["acc"], # ログから取得 + np=row["np"], + elapsed_time_per_iter=row["iteration_time"], + hidden_size=model_params["hidden_size"], + num_attention_heads=model_params["num_attention_heads"], + num_key_value_heads=model_params["num_key_value_heads"], + ffn_hidden_size=model_params["ffn_hidden_size"], + num_layers=model_params["num_layers"], + padded_vocab_size=model_params["padded_vocab_size"], + seq_len=row["seq"], + topk=model_params["topk"], + swiglu=model_params["swiglu"], # モデル定義から取得 + checkpoint_activations=row["ac"] # ログから取得 + ) + if args.metric == "flops": + metric_values[category][acc_index] = tflops + elif args.metric == "mfu": + metric_values[category][acc_index] = tflops / theoretical_peak + + # グラフ作成 + x = range(len(acc_labels)) + width = 0.15 # 棒グラフの幅 + ylabel = { + "iteration_time": "Iteration Time (s)", + "flops": "TFLOPS", + "throughput": "Throughput (tokens/s/GPU)", + "mfu": "MFU", + "peak_mem": "Peak Memory (GB)" + }[args.metric] + + plt.figure(figsize=(10, 8)) + adjust = - 0.5 * width + plt.bar([i - width*2 + adjust for i in x], metric_values[LABEL_ZERO3], width, label=LABEL_ZERO3, alpha=0.7) + plt.bar([i - width + adjust for i in x], metric_values[LABEL_ZERO3_C], width, label=LABEL_ZERO3_C, alpha=0.7) + plt.bar([i + adjust for i in x], metric_values[LABEL_FSDP], width, label=LABEL_FSDP, alpha=0.7) + plt.bar([i + width + adjust for i in x], metric_values[LABEL_DC_P], width, label=LABEL_DC_P, alpha=0.7) + plt.bar([i + width*2 + adjust for i in x], metric_values[LABEL_DC_S], width, label=LABEL_DC_S, alpha=0.7) + plt.bar([i + width*3 + adjust for i in x], metric_values[LABEL_DC_PS], width, label=LABEL_DC_PS, alpha=0.7) + + gain_zero3 = [metric_values[LABEL_DC_PS][i] / metric_values[LABEL_ZERO3][i] for i in range(len(acc_labels))] + print(f"model {model} np {np} batch_size {batch_size} {LABEL_ZERO3} metric_values: {metric_values[LABEL_ZERO3]} gain_zero3: {gain_zero3}") + print(f"model {model} np {np} batch_size {batch_size} {LABEL_DC_PS} metric_values: {metric_values[LABEL_DC_PS]}") + + model = model.split('/')[1] + model = model.replace("Meta-Llama-3-8B", "Llama-3-8B") + model = model.replace("Meta-Llama-3-70B-Instruct", "Llama-3-70B") + model = model.replace("Mixtral-8x7B-v0.1", "Mixtral-8x7B") + + plt.title(f"Model: {model}, #GPUs: {np}, Batch Size: {batch_size}", fontsize=24) + plt.xlabel("Acc Steps", fontsize=24) + plt.ylabel(ylabel, fontsize=24) + plt.xticks(x, acc_labels, fontsize=24) + + if args.metric == "peak_mem": + plt.ylim(0, 80) + + plt.yticks(fontsize=20) + plt.legend(loc="lower right", fontsize=18) + plt.grid(axis="y") + + # ファイル保存 + metric_name = args.metric + model = model.replace("/", "_") + chart_dir = Path(args.result_dir) / Path(metric_name) + chart_dir.mkdir(parents=True, exist_ok=True) + conf_str = f"{metric_name}_{model}_np{np}_bs{batch_size}" + img_path = chart_dir / f"chart_{conf_str}.png" + plt.savefig(str(img_path)) + plt.close() diff --git a/benchmarks/deepcompile/generate_conf.py b/benchmarks/deepcompile/generate_conf.py new file mode 100644 index 000000000..b901bd9d5 --- /dev/null +++ b/benchmarks/deepcompile/generate_conf.py @@ -0,0 +1,52 @@ +# Copyright (c) Microsoft Corporation. +# SPDX-License-Identifier: Apache-2.0 + +# DeepSpeed Team + +import argparse +from jinja2 import Template +from pathlib import Path + +def get_args(): + parser = argparse.ArgumentParser(description='Config generation') + + parser.add_argument('--machine_rank', type=int, help='machine_rank') + parser.add_argument('--num_machines', type=int, help='num_machines') + parser.add_argument('--num_processes', type=int, help='num_processes') + parser.add_argument('--zero_stage', type=int, choices=[0, 1, 2, 3], help='ZeRO stage') + parser.add_argument('--fp16', action='store_true', help='Use fp16') + parser.add_argument('--gradient_accumulation_steps', type=int, default=1) + parser.add_argument('--deepcompile', action='store_true', help='Use deepcompile') + parser.add_argument('--debug_log', action='store_true', help='Debug log') + parser.add_argument('--sync_before_reduce', action='store_true', help='Sync before reduce') + parser.add_argument('--sync_after_reduce', action='store_true', help='Sync after reduce') + parser.add_argument('--sync_before_allgather', action='store_true', help='Sync before allgather') + parser.add_argument('--sync_after_allgather', action='store_true', help='Sync after allgather') + + parser.add_argument('--template_file', type=Path, help='Template file') + parser.add_argument('--output_file', type=Path, help='Output file') + + return parser.parse_args() + + +def main(args): + with open(args.template_file, 'r') as f: + template = Template(f.read()) + + with open(args.output_file, 'w') as f: + f.write(template.render(machine_rank=args.machine_rank, + num_machines=args.num_machines, + num_processes=args.num_processes, + zero_stage=args.zero_stage, + fp16=args.fp16, + gradient_accumulation_steps=args.gradient_accumulation_steps, + deepcompile=str(args.deepcompile).lower(), + debug_log=str(args.debug_log).lower(), + sync_before_reduce=str(args.sync_before_reduce).lower(), + sync_after_reduce=str(args.sync_after_reduce).lower(), + sync_before_allgather=str(args.sync_before_allgather).lower(), + sync_after_allgather=str(args.sync_after_allgather).lower())) + +if __name__ == '__main__': + args = get_args() + main(args) diff --git a/benchmarks/deepcompile/hostfile_n4 b/benchmarks/deepcompile/hostfile_n4 new file mode 100644 index 000000000..6d23cdd7f --- /dev/null +++ b/benchmarks/deepcompile/hostfile_n4 @@ -0,0 +1,4 @@ +node-0 slots=8 +node-1 slots=8 +node-2 slots=8 +node-3 slots=8 diff --git a/benchmarks/deepcompile/plot.py b/benchmarks/deepcompile/plot.py new file mode 100644 index 000000000..e55fa1e37 --- /dev/null +++ b/benchmarks/deepcompile/plot.py @@ -0,0 +1,258 @@ +import argparse +import re +import pandas as pd +import matplotlib.pyplot as plt +from pathlib import Path + +def throughput_calculator(micro_batch_size, acc_steps, np, elapsed_time_per_iter, + hidden_size, num_attention_heads, num_key_value_heads, + ffn_hidden_size, num_layers, padded_vocab_size, seq_len, + topk: int, swiglu: bool, checkpoint_activations: bool): + batch_size = micro_batch_size * acc_steps * np + samples_per_second = batch_size / elapsed_time_per_iter + + head_dim = hidden_size // num_attention_heads + gqa = num_attention_heads // num_key_value_heads + ffn_multiplier = 3 if swiglu else 2 + macs_per_flops = 2 + + pre_and_post_mha_gemm_macs = batch_size * num_layers * (1 + (2 // gqa) + 1) * (hidden_size**2) * seq_len + mha_bgemm_macs = batch_size * num_layers * 2 * head_dim * num_attention_heads * (seq_len**2) + ffn_gemm_macs = batch_size * num_layers * ffn_multiplier * ffn_hidden_size * hidden_size * seq_len * topk + logit_lmhead_gemm_macs = batch_size * padded_vocab_size * hidden_size * seq_len + + fwd_macs = pre_and_post_mha_gemm_macs + mha_bgemm_macs + ffn_gemm_macs + logit_lmhead_gemm_macs + bwd_macs = 2 * fwd_macs + fwd_bwd_macs = fwd_macs + bwd_macs + + if checkpoint_activations: + fwd_bwd_macs += fwd_macs + + flops_per_iteration = fwd_bwd_macs * macs_per_flops + tflops = flops_per_iteration / (elapsed_time_per_iter * np * (10**12)) + return samples_per_second, tflops + + +model_info = { + "meta-llama/Meta-Llama-3-8B": { + "hidden_size": 4096, + "num_attention_heads": 32, + "num_key_value_heads": 8, + "ffn_hidden_size": 16384, + "num_layers": 32, + "padded_vocab_size": 32000, + "topk": 1, + "swiglu": True + }, + "meta-llama/Meta-Llama-3-70B-Instruct": { + "hidden_size": 8192, + "num_attention_heads": 64, + "num_key_value_heads": 8, + "ffn_hidden_size": 32768, + "num_layers": 80, + "padded_vocab_size": 32000, + "topk": 1, + "swiglu": True + }, + "mistralai/Mixtral-8x7B-v0.1": { + "hidden_size": 4096, + "num_attention_heads": 32, + "num_key_value_heads": 8, + "ffn_hidden_size": 16384, + "num_layers": 32, + "padded_vocab_size": 32000, + "topk": 2, + "swiglu": False + } +} + +parser = argparse.ArgumentParser(description="Plot performance metrics.") +parser.add_argument("--metric", choices=["iteration_time", "throughput", "flops", "mfu", "peak_mem"], required=True, + help="Metric to plot: 'iteration_time', 'flops', 'mfu', or 'peak_mem'") +parser.add_argument("--result_dir", type=str, required=True, help="Path to the directory containing results.txt") +parser.add_argument("--result_file", type=str, default="results.txt", help="Name of the result file") +parser.add_argument("--acc_step_eval", action="store_true", help="Evaluate the accuracy of the model") +args = parser.parse_args() + + +pattern = re.compile( + r"(?P\d+) (?P[\w./-]+) ds=(?P\w+) np=(?P\d+) batch_size=(?P\d+) " + r"seq=(?P\d+) zero_stage=(?P\d+) acc=(?P\d+) ac=(?P\w+) compile=(?P\w+) deepcompile=(?P\w+) " + f"passes=(?P[\w,_]+) compile_time=(?P[\d.]+) iteration time: (?P[\d.]+) " + r"alloc_mem: (?P\d+) peak_mem: (?P\d+)" +) +file = Path(args.result_dir) / args.result_file +matches = [] +with open(file) as f: + for line in f: + match = pattern.match(line) + if not match: + print(f"Not matched: {line}") + if match: + d = match.groupdict() + if "passes" not in d: + d["passes"] = "" + if "compile_time" not in d: + d["compile_time"] = 0 + if "deepcompile" not in d: + d["deepcompile"] = d["compile"] + matches.append(d) + +df = pd.DataFrame(matches) +print(df) + +df["ds"] = df["ds"] == "True" +df["compile"] = df["compile"] == "True" +df["np"] = df["np"].astype(int) +df["batch_size"] = df["batch_size"].astype(int) +df["seq"] = df["seq"].astype(int) +df["iteration_time"] = df["iteration_time"].astype(float) +df["alloc_mem"] = df["alloc_mem"].astype(float) +df["peak_mem"] = df["peak_mem"].astype(float) +df["acc"] = df["acc"].astype(int) +df["ac"] = df["ac"] == "True" +df["compile_time"] = df["compile_time"].astype(float) +df["deepcompile"] = df["deepcompile"] == "True" + + +grouped = df.groupby(["model", "np", "batch_size"]) + +# We used A100 +theoretical_peak = 312 + +LABEL_ZERO3 = "ZeRO3" +LABEL_ZERO3_C = "ZeRO3 (C)" +LABEL_FSDP = "FSDP" +LABEL_FSDP_C = "FSDP (C)" +LABEL_DC_PS = "DeepCompile (P+S)" +LABEL_DC_P = "DeepCompile (P)" +LABEL_DC_S = "DeepCompile (S)" + +for (model, np, batch_size), group in grouped: + + sort_group_name = "acc" if args.acc_step_eval else "seq" + + group = group.sort_values(sort_group_name) + labels = group[sort_group_name].unique() + + metric_values = {LABEL_ZERO3: [0] * len(labels), + LABEL_ZERO3_C: [0] * len(labels), + LABEL_FSDP: [0] * len(labels), + LABEL_FSDP_C: [0] * len(labels), + LABEL_DC_PS: [0] * len(labels), + LABEL_DC_P: [0] * len(labels), + LABEL_DC_S: [0] * len(labels)} + + for _, row in group.iterrows(): + if row["ds"] and not row["compile"]: + category = LABEL_ZERO3 + elif not row["ds"]: + if row["compile"]: + category = LABEL_FSDP_C + else: + category = LABEL_FSDP + elif row["ds"] and row["compile"]: + if not row["deepcompile"]: + category = LABEL_ZERO3_C + elif row["passes"] == "" or row["passes"] == 'prefetch,selective_gather': + category = LABEL_DC_PS + elif row["passes"] == 'prefetch': + category = LABEL_DC_P + elif row["passes"] == 'selective_gather': + category = LABEL_DC_S + else: + print(f"Unknown category1 : {row}") + continue + else: + print(f"Unknown category2 : {row}") + continue + + group_index = list(labels).index(row[sort_group_name]) + if args.metric == "iteration_time": + metric_values[category][group_index] = row["iteration_time"] + elif args.metric == "peak_mem": + metric_values[category][group_index] = row["peak_mem"] / (1024**3) + elif args.metric == "throughput": + metric_values[category][group_index] = row["batch_size"] * row["seq"] / row["iteration_time"] * row["acc"] + elif args.metric in ["flops", "mfu"]: + model_params = model_info[row["model"]] + samples_per_second, tflops = throughput_calculator( + micro_batch_size=row["batch_size"], + acc_steps=row["acc"], + np=row["np"], + elapsed_time_per_iter=row["iteration_time"], + hidden_size=model_params["hidden_size"], + num_attention_heads=model_params["num_attention_heads"], + num_key_value_heads=model_params["num_key_value_heads"], + ffn_hidden_size=model_params["ffn_hidden_size"], + num_layers=model_params["num_layers"], + padded_vocab_size=model_params["padded_vocab_size"], + seq_len=row["seq"], + topk=model_params["topk"], + swiglu=model_params["swiglu"], + checkpoint_activations=row["ac"] + ) + if args.metric == "flops": + metric_values[category][group_index] = tflops + elif args.metric == "mfu": + metric_values[category][group_index] = tflops / theoretical_peak + + x = range(len(labels)) + width = 0.1 + ylabel = { + "iteration_time": "Iteration Time (s)", + "flops": "TFLOPS", + "throughput": "Throughput (tokens/s/GPU)", + "mfu": "MFU", + "peak_mem": "Peak Memory (GB)" + }[args.metric] + + if args.metric == "peak_mem": + plt.figure(figsize=(7, 8)) + else: + plt.figure(figsize=(10, 8)) + adjust = - .0 * width + plt.bar([i - width*3 + adjust for i in x], metric_values[LABEL_ZERO3], width, label=LABEL_ZERO3, alpha=0.7) + plt.bar([i - width*2 + adjust for i in x], metric_values[LABEL_ZERO3_C], width, label=LABEL_ZERO3_C, alpha=0.7) + plt.bar([i - width + adjust for i in x], metric_values[LABEL_FSDP], width, label=LABEL_FSDP, alpha=0.7) + plt.bar([i + adjust for i in x], metric_values[LABEL_FSDP_C], width, label=LABEL_FSDP_C, alpha=0.7) + plt.bar([i + width + adjust for i in x], metric_values[LABEL_DC_P], width, label=LABEL_DC_P, alpha=0.7) + plt.bar([i + width*2 + adjust for i in x], metric_values[LABEL_DC_S], width, label=LABEL_DC_S, alpha=0.7) + plt.bar([i + width*3 + adjust for i in x], metric_values[LABEL_DC_PS], width, label=LABEL_DC_PS, alpha=0.7) + + gain_zero3 = [metric_values[LABEL_DC_PS][i] / metric_values[LABEL_ZERO3][i] for i in range(len(labels))] + print(f"model {model} np {np} batch_size {batch_size} {LABEL_ZERO3} metric_values: {metric_values[LABEL_ZERO3]} gain_zero3: {gain_zero3}") + gain_fsdp = [0 if metric_values[LABEL_FSDP][i] == 0 else metric_values[LABEL_DC_PS][i] / metric_values[LABEL_FSDP][i] for i in range(len(labels))] + print(f"model {model} np {np} batch_size {batch_size} {LABEL_FSDP} metric_values: {metric_values[LABEL_FSDP]} gain_fsdp: {gain_fsdp}") + print(f"model {model} np {np} batch_size {batch_size} {LABEL_DC_PS} metric_values: {metric_values[LABEL_DC_PS]}") + + model = model.split('/')[1] + model = model.replace("Meta-Llama-3-8B", "Llama-3-8B") + model = model.replace("Meta-Llama-3-70B-Instruct", "Llama-3-70B") + model = model.replace("Mixtral-8x7B-v0.1", "Mixtral-8x7B") + + plt.title(f"{model}, #GPUs: {np}, Batch Size: {batch_size}", fontsize=20) + if args.acc_step_eval: + plt.xlabel("Accumulation Steps", fontsize=20) + else: + plt.xlabel("Sequence Length", fontsize=20) + plt.ylabel(ylabel, fontsize=20) + plt.xticks(x, labels, fontsize=20) + plt.yticks(fontsize=20) + + if args.metric == "peak_mem": + plt.ylim(0, 80) + plt.legend(loc="lower right", fontsize=16) + else: + plt.legend(loc="lower right", fontsize=18) + + plt.grid(axis="y") + + metric_name = args.metric + model = model.replace("/", "_") + chart_dir = Path(args.result_dir) / Path(metric_name) + chart_dir.mkdir(parents=True, exist_ok=True) + conf_str = f"{metric_name}_{model}_np{np}_bs{batch_size}" + img_path = chart_dir / f"chart_{conf_str}.png" + plt.savefig(str(img_path)) + plt.close() diff --git a/benchmarks/deepcompile/plot_common.py b/benchmarks/deepcompile/plot_common.py new file mode 100644 index 000000000..8ebdadbeb --- /dev/null +++ b/benchmarks/deepcompile/plot_common.py @@ -0,0 +1,251 @@ +import argparse +import re +import pandas as pd +import matplotlib.pyplot as plt +from pathlib import Path + +def throughput_calculator(micro_batch_size, acc_steps, np, elapsed_time_per_iter, + hidden_size, num_attention_heads, num_key_value_heads, + ffn_hidden_size, num_layers, padded_vocab_size, seq_len, + topk: int, swiglu: bool, checkpoint_activations: bool): + batch_size = micro_batch_size * acc_steps * np + samples_per_second = batch_size / elapsed_time_per_iter + + head_dim = hidden_size // num_attention_heads + gqa = num_attention_heads // num_key_value_heads + ffn_multiplier = 3 if swiglu else 2 + macs_per_flops = 2 + + pre_and_post_mha_gemm_macs = batch_size * num_layers * (1 + (2 // gqa) + 1) * (hidden_size**2) * seq_len + mha_bgemm_macs = batch_size * num_layers * 2 * head_dim * num_attention_heads * (seq_len**2) + ffn_gemm_macs = batch_size * num_layers * ffn_multiplier * ffn_hidden_size * hidden_size * seq_len * topk + logit_lmhead_gemm_macs = batch_size * padded_vocab_size * hidden_size * seq_len + + fwd_macs = pre_and_post_mha_gemm_macs + mha_bgemm_macs + ffn_gemm_macs + logit_lmhead_gemm_macs + bwd_macs = 2 * fwd_macs + fwd_bwd_macs = fwd_macs + bwd_macs + + if checkpoint_activations: + fwd_bwd_macs += fwd_macs + + flops_per_iteration = fwd_bwd_macs * macs_per_flops + tflops = flops_per_iteration / (elapsed_time_per_iter * np * (10**12)) + return samples_per_second, tflops + + +model_info = { + "meta-llama/Meta-Llama-3-8B": { + "hidden_size": 4096, + "num_attention_heads": 32, + "num_key_value_heads": 8, + "ffn_hidden_size": 16384, + "num_layers": 32, + "padded_vocab_size": 32000, + "topk": 1, + "swiglu": True + }, + "meta-llama/Meta-Llama-3-70B-Instruct": { + "hidden_size": 8192, + "num_attention_heads": 64, + "num_key_value_heads": 8, + "ffn_hidden_size": 32768, + "num_layers": 80, + "padded_vocab_size": 32000, + "topk": 1, + "swiglu": True + }, + "mistralai/Mixtral-8x7B-v0.1": { + "hidden_size": 4096, + "num_attention_heads": 32, + "num_key_value_heads": 8, + "ffn_hidden_size": 16384, + "num_layers": 32, + "padded_vocab_size": 32000, + "topk": 2, + "swiglu": False + } +} + +parser = argparse.ArgumentParser(description="Plot performance metrics.") +parser.add_argument("--metric", choices=["iteration_time", "throughput", "flops", "mfu", "peak_mem"], required=True, + help="Metric to plot: 'iteration_time', 'flops', 'mfu', or 'peak_mem'") +parser.add_argument("--result_dir", type=str, required=True, help="Path to the directory containing results.txt") +parser.add_argument("--result_file", type=str, default="results.txt", help="Name of the result file") +args = parser.parse_args() + + +pattern = re.compile( + r"(?P\d+) (?P[\w./-]+) ds=(?P\w+) np=(?P\d+) batch_size=(?P\d+) " + r"seq=(?P\d+) zero_stage=(?P\d+) acc=(?P\d+) ac=(?P\w+) compile=(?P\w+) schedule=(?P\w+) " + f"passes=(?P[\w,_]+) compile_time=(?P[\d.]+) iteration time: (?P[\d.]+) " + r"alloc_mem: (?P\d+) peak_mem: (?P\d+)" +) +file = Path(args.result_dir) / args.result_file +matches = [] +with open(file) as f: + for line in f: + match = pattern.match(line) + if not match: + print(f"Not matched: {line}") + if match: + d = match.groupdict() + if "passes" not in d: + d["passes"] = "" + if "compile_time" not in d: + d["compile_time"] = 0 + if "schedule" not in d: + d["schedule"] = d["compile"] + matches.append(d) + +df = pd.DataFrame(matches) +print(df) + +df["ds"] = df["ds"] == "True" +df["compile"] = df["compile"] == "True" +df["np"] = df["np"].astype(int) +df["batch_size"] = df["batch_size"].astype(int) +df["seq"] = df["seq"].astype(int) +df["iteration_time"] = df["iteration_time"].astype(float) +df["alloc_mem"] = df["alloc_mem"].astype(float) +df["peak_mem"] = df["peak_mem"].astype(float) +df["acc"] = df["acc"].astype(int) +df["ac"] = df["ac"] == "True" +df["compile_time"] = df["compile_time"].astype(float) +df["schedule"] = df["schedule"] == "True" + + +grouped = df.groupby(["model", "np", "batch_size"]) + +# We used A100 +theoretical_peak = 312 + +LABEL_ZERO3 = "ZeRO3" +LABEL_ZERO3_C = "ZeRO3 (C)" +LABEL_FSDP = "FSDP" +LABEL_FSDP_C = "FSDP (C)" +LABEL_DC_PS = "DeepCompile (P+S)" +LABEL_DC_P = "DeepCompile (P)" +LABEL_DC_S = "DeepCompile (S)" + +for (model, np, batch_size), group in grouped: + group = group.sort_values("seq") + seq_labels = group["seq"].unique() + + metric_values = {LABEL_ZERO3: [0] * len(seq_labels), + LABEL_ZERO3_C: [0] * len(seq_labels), + LABEL_FSDP: [0] * len(seq_labels), + LABEL_FSDP_C: [0] * len(seq_labels), + LABEL_DC_PS: [0] * len(seq_labels), + LABEL_DC_P: [0] * len(seq_labels), + LABEL_DC_S: [0] * len(seq_labels)} + + for _, row in group.iterrows(): + if row["ds"] and not row["compile"]: + category = LABEL_ZERO3 + elif not row["ds"]: + if row["compile"]: + category = LABEL_FSDP_C + else: + category = LABEL_FSDP + elif row["ds"] and row["compile"]: + if not row["schedule"]: + category = LABEL_ZERO3_C + elif row["passes"] == "" or row["passes"] == 'prefetch,selective_gather': + category = LABEL_DC_PS + elif row["passes"] == 'prefetch': + category = LABEL_DC_P + elif row["passes"] == 'selective_gather': + category = LABEL_DC_S + else: + print(f"Unknown category1 : {row}") + continue + else: + print(f"Unknown category2 : {row}") + continue + + seq_index = list(seq_labels).index(row["seq"]) + if args.metric == "iteration_time": + metric_values[category][seq_index] = row["iteration_time"] + elif args.metric == "peak_mem": + metric_values[category][seq_index] = row["peak_mem"] / (1024**3) + elif args.metric == "throughput": + metric_values[category][seq_index] = row["batch_size"] * row["seq"] / row["iteration_time"] + elif args.metric in ["flops", "mfu"]: + model_params = model_info[row["model"]] + samples_per_second, tflops = throughput_calculator( + micro_batch_size=row["batch_size"], + acc_steps=row["acc"], + np=row["np"], + elapsed_time_per_iter=row["iteration_time"], + hidden_size=model_params["hidden_size"], + num_attention_heads=model_params["num_attention_heads"], + num_key_value_heads=model_params["num_key_value_heads"], + ffn_hidden_size=model_params["ffn_hidden_size"], + num_layers=model_params["num_layers"], + padded_vocab_size=model_params["padded_vocab_size"], + seq_len=row["seq"], + topk=model_params["topk"], + swiglu=model_params["swiglu"], + checkpoint_activations=row["ac"] + ) + if args.metric == "flops": + metric_values[category][seq_index] = tflops + elif args.metric == "mfu": + metric_values[category][seq_index] = tflops / theoretical_peak + + x = range(len(seq_labels)) + width = 0.1 + ylabel = { + "iteration_time": "Iteration Time (s)", + "flops": "TFLOPS", + "throughput": "Throughput (tokens/s/GPU)", + "mfu": "MFU", + "peak_mem": "Peak Memory (GB)" + }[args.metric] + + if args.metric == "peak_mem": + plt.figure(figsize=(7, 8)) + else: + plt.figure(figsize=(10, 8)) + adjust = - .0 * width + plt.bar([i - width*3 + adjust for i in x], metric_values[LABEL_ZERO3], width, label=LABEL_ZERO3, alpha=0.7) + plt.bar([i - width*2 + adjust for i in x], metric_values[LABEL_ZERO3_C], width, label=LABEL_ZERO3_C, alpha=0.7) + plt.bar([i - width + adjust for i in x], metric_values[LABEL_FSDP], width, label=LABEL_FSDP, alpha=0.7) + plt.bar([i + adjust for i in x], metric_values[LABEL_FSDP_C], width, label=LABEL_FSDP_C, alpha=0.7) + plt.bar([i + width + adjust for i in x], metric_values[LABEL_DC_P], width, label=LABEL_DC_P, alpha=0.7) + plt.bar([i + width*2 + adjust for i in x], metric_values[LABEL_DC_S], width, label=LABEL_DC_S, alpha=0.7) + plt.bar([i + width*3 + adjust for i in x], metric_values[LABEL_DC_PS], width, label=LABEL_DC_PS, alpha=0.7) + + gain_zero3 = [metric_values[LABEL_DC_PS][i] / metric_values[LABEL_ZERO3][i] for i in range(len(seq_labels))] + print(f"model {model} np {np} batch_size {batch_size} {LABEL_ZERO3} metric_values: {metric_values[LABEL_ZERO3]} gain_zero3: {gain_zero3}") + gain_fsdp = [metric_values[LABEL_DC_PS][i] / metric_values[LABEL_FSDP][i] for i in range(len(seq_labels))] + print(f"model {model} np {np} batch_size {batch_size} {LABEL_FSDP} metric_values: {metric_values[LABEL_FSDP]} gain_fsdp: {gain_fsdp}") + print(f"model {model} np {np} batch_size {batch_size} {LABEL_DC_PS} metric_values: {metric_values[LABEL_DC_PS]}") + + model = model.split('/')[1] + model = model.replace("Meta-Llama-3-8B", "Llama-3-8B") + model = model.replace("Meta-Llama-3-70B-Instruct", "Llama-3-70B") + model = model.replace("Mixtral-8x7B-v0.1", "Mixtral-8x7B") + + plt.title(f"{model}, #GPUs: {np}, Batch Size: {batch_size}", fontsize=20) + plt.xlabel("Sequence Length", fontsize=20) + plt.ylabel(ylabel, fontsize=20) + plt.xticks(x, seq_labels, fontsize=20) + plt.yticks(fontsize=20) + + if args.metric == "peak_mem": + plt.ylim(0, 80) + plt.legend(loc="lower right", fontsize=16) + else: + plt.legend(loc="lower right", fontsize=18) + + plt.grid(axis="y") + + metric_name = args.metric + model = model.replace("/", "_") + chart_dir = Path(args.result_dir) / Path(metric_name) + chart_dir.mkdir(parents=True, exist_ok=True) + conf_str = f"{metric_name}_{model}_np{np}_bs{batch_size}" + img_path = chart_dir / f"chart_{conf_str}.png" + plt.savefig(str(img_path)) + plt.close() diff --git a/benchmarks/deepcompile/run.sh b/benchmarks/deepcompile/run.sh new file mode 100644 index 000000000..57da03193 --- /dev/null +++ b/benchmarks/deepcompile/run.sh @@ -0,0 +1,225 @@ +#!/bin/bash + + +NUM_NODES=${NUM_NODES:-$(wc -l < /job/hostfile)} +NGPUS_PER_NODE=${NGPUS_PER_NODE:-$(nvidia-smi --query-gpu=name --format=csv,noheader | wc -l)} +NUM_PROCESSES=$((${NUM_NODES} * ${NGPUS_PER_NODE})) + +BACKEND="deepspeed" +MODEL="meta-llama/Meta-Llama-3-8B" +ZERO_STAGE=3 +COMPILE=0 +PASSES="ALL" +EXTRA_OPTS="" + +EAGER=0 +DEEPCOMPILE=0 +GRADIENT_ACCUMULATION_STEPS=1 +ACTIVATION_CHECKPOINTING=1 +BATCH_SIZE=1 +SEQ_LENGTH=512 +DEBUG_LOG=0 +SYNC_BEFORE_REDUCE=0 +SYNC_AFTER_REDUCE=0 +SYNC_BEFORE_ALLGATHER=0 +SYNC_AFTER_ALLGATHER=0 + +echo "NUM_NODES: ${NUM_NODES} NGPUS_PER_NODE: ${NGPUS_PER_NODE} NUM_PROCESSES: ${NUM_PROCESSES}" + +while [[ $# -gt 0 ]]; do + case $1 in + --host-ip) + HOST_IP="$2" + shift 2 + ;; + --backend) + BACKEND="$2" + shift 2 + ;; + --zero-stage) + ZERO_STAGE="$2" + shift 2 + ;; + --batch-size) + BATCH_SIZE="$2" + EXTRA_OPTS="${EXTRA_OPTS} --batch_size $2" + shift 2 + ;; + --seq-length) + SEQ_LENGTH="$2" + EXTRA_OPTS="${EXTRA_OPTS} --seq_length $2" + shift 2 + ;; + --gradient-accumulation-steps) + GRADIENT_ACCUMULATION_STEPS="$2" + EXTRA_OPTS="${EXTRA_OPTS} --gradient_accumulation_steps $2" + shift 2 + ;; + --activation-checkpointing) + ACTIVATION_CHECKPOINTING=1 + EXTRA_OPTS="${EXTRA_OPTS} --activation_checkpointing" + shift + ;; + --compile) + COMPILE=1 + EXTRA_OPTS="${EXTRA_OPTS} $1" + shift + ;; + --eager) + EAGER=1 + EXTRA_OPTS="${EXTRA_OPTS} --backend eager" + shift + ;; + --deepcompile) + DEEPCOMPILE=1 + shift + ;; + --passes) + PASSES="$2" + EXTRA_OPTS="${EXTRA_OPTS} $1 $2" + shift 2 + ;; + --profile) + EXTRA_OPTS="${EXTRA_OPTS} $1" + shift + ;; + --profile-dir) + EXTRA_OPTS="${EXTRA_OPTS} --profile_dir $2" + shift 2 + ;; + --model) + MODEL="$2" + shift 2 + ;; + --num-layers) + EXTRA_OPTS="${EXTRA_OPTS} --num_layers $2" + shift 2 + ;; + --debug-log) + DEBUG_LOG=1 + shift + ;; + --sync-before-reduce) + SYNC_BEFORE_REDUCE=1 + shift + ;; + --sync-after-reduce) + SYNC_AFTER_REDUCE=1 + shift + ;; + --sync-before-allgather) + SYNC_BEFORE_ALLGATHER=1 + shift + ;; + --sync-after-allgather) + SYNC_AFTER_ALLGATHER=1 + shift + ;; + *) + EXTRA_OPTS="${EXTRA_OPTS} $1" + shift + ;; + esac +done + + + +export NCCL_DEBUG=WARN + +CONFIG_TEMPLATE=configs/ds_config.yaml.template +if [ "${BACKEND}" == "fsdp" ]; then + CONFIG_TEMPLATE=configs/fsdp_config.yaml.template +elif [ "${BACKEND}" == "ddp" ]; then + CONFIG_TEMPLATE=configs/ddp_config.yaml.template +elif [ "${BACKEND}" == "singlegpu" ]; then + CONFIG_TEMPLATE=configs/singlegpu_config.yaml.template +elif [ "${BACKEND}" != "deepspeed" ]; then + echo "Invalid backend: ${BACKEND}" + exit 1 +fi + +if [ "${BACKEND}" != "deepspeed" ]; then + ZERO_STAGE=0 +fi + +echo "HOST_IP: ${HOST_IP}" +echo "NUM_NODES: ${NUM_NODES}" +echo "NUM_PROCESSES: ${NUM_PROCESSES}" +echo "BACKEND: ${BACKEND}" +echo "ZERO_STAGE: ${ZERO_STAGE}" +echo "MODEL: ${MODEL}" +echo "GRADIENT_ACCUMULATION_STEPS: ${GRADIENT_ACCUMULATION_STEPS}" +echo "EXTRA_OPTS: ${EXTRA_OPTS}" + +MACHINE_RANK=$(hostname | sed 's/[^0-9]*//g') + +python generate_conf.py \ + --machine_rank ${MACHINE_RANK} \ + --num_machines ${NUM_NODES} \ + --num_processes ${NUM_PROCESSES} \ + --zero_stage ${ZERO_STAGE} \ + --template_file ${CONFIG_TEMPLATE} \ + --output_file configs/config.yaml + +GAS_OPTS="--gradient_accumulation_steps ${GRADIENT_ACCUMULATION_STEPS}" + +if [ "${BACKEND}" == "deepspeed" ]; then + DEEPCOMPILE_OPTS="" + if [ "${DEEPCOMPILE}" == "1" ]; then + DEEPCOMPILE_OPTS="--deepcompile" + fi + + DEBUG_LOG_OPTS="" + if [ "${DEBUG_LOG}" == "1" ]; then + DEBUG_LOG_OPTS="--debug_log" + fi + + SYNC_BEFORE_REDUCE_OPTS="" + if [ "${SYNC_BEFORE_REDUCE}" == "1" ]; then + SYNC_BEFORE_REDUCE_OPTS="--sync_before_reduce" + fi + + SYNC_AFTER_REDUCE_OPTS="" + if [ "${SYNC_AFTER_REDUCE}" == "1" ]; then + SYNC_AFTER_REDUCE_OPTS="--sync_after_reduce" + fi + + SYNC_BEFORE_ALLGATHER_OPTS="" + if [ "${SYNC_BEFORE_ALLGATHER}" == "1" ]; then + SYNC_BEFORE_ALLGATHER_OPTS="--sync_before_allgather" + fi + + SYNC_AFTER_ALLGATHER_OPTS="" + if [ "${SYNC_AFTER_ALLGATHER}" == "1" ]; then + SYNC_AFTER_ALLGATHER_OPTS="--sync_after_allgather" + fi + + python generate_conf.py \ + --machine_rank ${MACHINE_RANK} \ + --num_machines ${NUM_NODES} \ + --num_processes ${NUM_PROCESSES} \ + --zero_stage ${ZERO_STAGE} \ + --gradient_accumulation_steps ${GRADIENT_ACCUMULATION_STEPS} \ + ${DEEPCOMPILE_OPTS} ${DEBUG_LOG_OPTS} \ + ${SYNC_BEFORE_REDUCE_OPTS} ${SYNC_AFTER_REDUCE_OPTS} \ + ${SYNC_BEFORE_ALLGATHER_OPTS} ${SYNC_AFTER_ALLGATHER_OPTS} \ + --template_file configs/ds_config.json.template \ + --output_file configs/ds_config.json +fi + +#replace , with _ in PASSES +PASSES=$(echo $PASSES | tr ',' '_') +LOG_DIR=logs +mkdir -p ${LOG_DIR} +LOG_FILE=${LOG_DIR}/debug_n${MACHINE_RANK}_${MODEL##*/}_${BACKEND}_np${NUM_PROCESSES}z${ZERO_STAGE}c${COMPILE}dc${DEEPCOMPILE}E${EAGER}b${BATCH_SIZE}seq${SEQ_LENGTH}g${GRADIENT_ACCUMULATION_STEPS}a${ACTIVATION_CHECKPOINTING}p${PASSES}.log +echo "Logging to ${LOG_FILE}" + +${HOME}/.local/bin/accelerate launch --main_process_ip ${HOST_IP} --main_process_port 12345 \ +--num_machines ${NUM_NODES} --num_processes ${NUM_PROCESSES} --machine_rank ${MACHINE_RANK} \ +--config_file configs/config.yaml \ +run_acc_lm.py \ +--model_name "${MODEL}" \ +--zero_stage ${ZERO_STAGE} \ +${GAS_OPTS} \ +${EXTRA_OPTS} \ +2>&1 | tee ${LOG_FILE} diff --git a/benchmarks/deepcompile/run_bench.sh b/benchmarks/deepcompile/run_bench.sh new file mode 100644 index 000000000..46771cda1 --- /dev/null +++ b/benchmarks/deepcompile/run_bench.sh @@ -0,0 +1,50 @@ +PROFILE_DIR=${PROFILE_DIR:-"profiles"} +mkdir -p ${PROFILE_DIR} +PROFILE_OPTS="--profile --profile-dir ${PROFILE_DIR}" +COMPILE_OPTS="--compile" +DC_OPTS="--compile --deepcompile" +ACC_OPTS="--gradient-accumulation-steps 1" +AC_OPTS="--activation-checkpointing" + +MODEL="meta-llama/Meta-Llama-3-70B-Instruct" +BATCH_SIZE_OPTS=(1) +SEQ_LENGTH_OPTS=(512) +for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do + for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do + # skip if batch size is 4 and seq length is 2048, as it causes OOM + if [ ${BATCH_SIZE} -eq 4 ] && [ ${SEQ_LENGTH} -eq 2048 ]; then + continue + fi + + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} ${ACC_OPTS} ${AC_OPTS}" + bash ./run_multinode.sh --backend deepspeed ${ARGS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend fsdp ${ARGS} + bash ./run_multinode.sh --backend fsdp ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} --passes prefetch,selective_gather + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} --passes prefetch + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} --passes selective_gather + + cp -r logs ${PROFILE_DIR}/ + done +done + +MODEL="mistralai/Mixtral-8x7B-v0.1" +BATCH_SIZE_OPTS=(1 2 4) +SEQ_LENGTH_OPTS=(512 1024 2048) +for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do + for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do + # skip if batch size is 4 and seq length is 2048, as it causes OOM + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} ${ACC_OPTS} ${AC_OPTS}" + bash ./run_multinode.sh --backend deepspeed ${ARGS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend fsdp ${ARGS} + bash ./run_multinode.sh --backend fsdp ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} --passes prefetch,selective_gather + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} --passes prefetch + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} --passes selective_gather + + cp -r logs ${PROFILE_DIR}/ + done +done + diff --git a/benchmarks/deepcompile/run_bench_acc.sh b/benchmarks/deepcompile/run_bench_acc.sh new file mode 100644 index 000000000..a3b66844d --- /dev/null +++ b/benchmarks/deepcompile/run_bench_acc.sh @@ -0,0 +1,42 @@ +PROFILE_DIR=${PROFILE_DIR:-profiles} +mkdir -p ${PROFILE_DIR} +PROFILE_OPTS="--profile --profile-dir ${PROFILE_DIR}" +COMPILE_OPTS="--compile" +N3Z_OPTS="--compile --deepcompile" +AC_OPTS="--activation-checkpointing" + +MODEL="meta-llama/Meta-Llama-3-70B-Instruct" +BATCH_SIZE_OPTS=(1) +SEQ_LENGTH_OPTS=(1024) +ACC_OPTS=(2 4 8 16) +for ACC_STEP in ${ACC_OPTS[@]}; do + for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do + for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} ${AC_OPTS} ${PROFILE_OPTS} --gradient-accumulation-steps ${ACC_STEP}" + bash ./run_multinode.sh --backend deepspeed ${ARGS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${N3Z_OPTS} --passes prefetch,selective_gather + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${N3Z_OPTS} --passes prefetch + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${N3Z_OPTS} --passes selective_gather + cp -r logs ${PROFILE_DIR}/ + done + done +done + +MODEL="mistralai/Mixtral-8x7B-v0.1" +BATCH_SIZE_OPTS=(1) +SEQ_LENGTH_OPTS=(1024) +ACC_OPTS=(2 4 8 16) +for ACC_STEP in ${ACC_OPTS[@]}; do + for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do + for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} ${AC_OPTS} ${PROFILE_OPTS} --gradient-accumulation-steps ${ACC_STEP}" + bash ./run_multinode.sh --backend deepspeed ${ARGS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${N3Z_OPTS} --passes prefetch,selective_gather + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${N3Z_OPTS} --passes prefetch + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${N3Z_OPTS} --passes selective_gather + cp -r logs ${PROFILE_DIR}/ + done + done +done diff --git a/benchmarks/deepcompile/run_bench_lm.py b/benchmarks/deepcompile/run_bench_lm.py new file mode 100644 index 000000000..51a5e564c --- /dev/null +++ b/benchmarks/deepcompile/run_bench_lm.py @@ -0,0 +1,312 @@ +import os +import argparse +import time +from datetime import datetime +from contextlib import nullcontext +from typing import List + +import torch +from transformers import AutoTokenizer, AutoConfig, AutoModelForCausalLM, enable_full_determinism +from datasets import load_dataset, DownloadConfig +from accelerate import Accelerator +from torch.utils.data import DataLoader +from torch.utils.data.distributed import DistributedSampler + +from datasets.utils.logging import disable_progress_bar + +from patch_phi3_moe import patch_phi3moe + +def get_args(): + parser = argparse.ArgumentParser() + parser.add_argument("--model_name", type=str, default="meta-llama/Llama-2-7b-hf") + parser.add_argument("--batch_size", type=int, default=2) + parser.add_argument("--num_epochs", type=int, default=1) + parser.add_argument("--seq_length", type=int, default=512) + parser.add_argument("--learning_rate", type=float, default=2e-5) + parser.add_argument("--max_grad_norm", type=float, default=1.0) + parser.add_argument("--gradient_accumulation_steps", type=int, default=1) + parser.add_argument("--activation_checkpointing", action="store_true") + parser.add_argument("--dataset_name", type=str, default="timdettmers/openassistant-guanaco") + parser.add_argument("--num_layers", type=int, default=0) + parser.add_argument("--attn_impl", type=str, default="spda") + parser.add_argument("--compile", action="store_true") + parser.add_argument("--passes", type=str, default=None) + parser.add_argument("--backend", type=str, default="inductor") + parser.add_argument("--offload_opt_states", action="store_true") + parser.add_argument("--profile", action="store_true") + parser.add_argument("--deterministic", action="store_true") + parser.add_argument("--profile_dir", type=str, default=None) + parser.add_argument("--bench_step", type=int, default=10) + parser.add_argument("--warmup_step", type=int, default=1) + parser.add_argument("--zero_stage", type=int, default=3) + parser.add_argument("--print_interval", type=int, default=1) + parser.add_argument("--save_weights", action="store_true") + parser.add_argument("--load_weights", action="store_true") + + return parser.parse_args() + + +def make_schedule(passes: List[str], warmup): + from deepspeed.compile.passes import zero3_compile, prefetch, selective_gather, offload_parameters + + schedule = [] + schedule.append((0, [zero3_compile.add_z3_gather_release])) + + second_opt = [zero3_compile.add_z3_gather_release] + if "prefetch" in passes: + second_opt.append(prefetch.schedule_prefetch) + if "selective_gather" in passes: + second_opt.append(selective_gather.selective_gather) + schedule.append((warmup, second_opt)) + return schedule + + +def main(): + args = get_args() + print(args) + + if args.deterministic: + enable_full_determinism(1) + from torch._inductor import config + config.fallback_random = True + + accelerator = Accelerator(gradient_accumulation_steps=args.gradient_accumulation_steps) + device = accelerator.device + is_deepspeed = accelerator.state.deepspeed_plugin is not None + print(f"Running on device: {device} is_deepspeed: {is_deepspeed}") + + # Load model and tokenizer + if accelerator.is_main_process: + print("Loading model and tokenizer...") + + model_name = args.model_name + + model_weight_path = f"{model_name.split('/')[1]}_cp_layer{args.num_layers}" + if args.load_weights: + from deepspeed.runtime.zero import GatheredParameters + + # model_weight = AutoModelForCausalLM.from_pretrained(model_weight_path, trust_remote_code=True) + model_config = AutoConfig.from_pretrained(model_name, trust_remote_code=True) + print(f"num_hidden_layers: {model_config.num_hidden_layers} -> {args.num_layers}") + model_config.num_hidden_layers = args.num_layers + # model_config.num_local_experts = 1 + # model_config.num_experts_per_tok = 1 + # from modeling_custom_mixtral import MixtralForCausalLM + # model = MixtralForCausalLM(model_config) + # state_dict = model_weight.state_dict() + # for name, param in model.named_parameters(): + # if name in state_dict: + # # with GatheredParameters([param], modifier_rank=0, enabled=is_deepspeed and args.zero_stage == 3): + # with GatheredParameters([param], modifier_rank=0): + # state_dict[name].copy_(param) + + else: + if args.num_layers > 0: + model_config = AutoConfig.from_pretrained(model_name, trust_remote_code=True) + print(f"num_hidden_layers: {model_config.num_hidden_layers} -> {args.num_layers}") + model_config.num_hidden_layers = args.num_layers + model = AutoModelForCausalLM.from_config(model_config, trust_remote_code=True) + else: + model = AutoModelForCausalLM.from_pretrained(model_name, trust_remote_code=True) + + if patch_phi3moe(model) and accelerator.is_main_process: + print("Patched Phi-3.5-MoE model") + + # for n, m in model.named_modules(): + # def wrap(name): + # def hook(module, grad_in, grad_output): + # msg = f"{name} {module.__class__}" + # for i, inp in enumerate(grad_in): + # if torch.is_tensor(inp): + # if torch.is_floating_point(inp): + # msg += f" grad_in[{i}] {inp.shape} norm={inp.norm()} {inp.flatten()[:5]}" + # else: + # msg += f" grad_in[{i}] {inp.shape} {inp.flatten()[:5]}" + # for i, out in enumerate(grad_output): + # if torch.is_tensor(out): + # msg += f" grad_out[{i}] {out.shape} norm={out.norm()} {out.flatten()[:5]}" + # print(msg) + # return hook + # m.register_full_backward_hook(wrap(n)) + + tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True) + + if args.save_weights and accelerator.is_main_process: + model.save_pretrained(model_weight_path) + + if args.activation_checkpointing: + model.gradient_checkpointing_enable() + + tokenizer.pad_token = tokenizer.eos_token + + # Load dataset + if accelerator.is_main_process: + print("Loading dataset...") + else: + disable_progress_bar() + + dataset = load_dataset('ag_news', split='train[:100%]', download_config=DownloadConfig(disable_tqdm=True)) + + tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True) + tokenizer.pad_token = tokenizer.convert_ids_to_tokens(2) + + def tokenize_function(examples): + return tokenizer(examples['text'], padding='max_length', max_length=args.seq_length, truncation=True) + + tokenized_dataset = dataset.map(tokenize_function, batched=True) + tokenized_dataset.set_format(type='torch', columns=['input_ids', 'attention_mask']) + + sampler = DistributedSampler(tokenized_dataset, num_replicas=accelerator.num_processes, rank=accelerator.process_index) + data_loader = DataLoader(tokenized_dataset, batch_size=args.batch_size, sampler=sampler, num_workers=4) + + # Prepare optimizer + optimizer = torch.optim.AdamW(model.parameters(), lr=args.learning_rate) + + # Prepare everything with accelerator + model, optimizer, data_loader = accelerator.prepare(model, optimizer, data_loader) + print(f"Model prepared: {model.__class__} optimizer: {optimizer.__class__}") + + if is_deepspeed: + if args.compile: + torch._dynamo.config.capture_dynamic_output_shape_ops = True + torch._dynamo.config.capture_scalar_outputs = True + + schedule = make_schedule(args.passes.split(","), warmup=5) if args.passes else None + model.compile(backend=args.backend, schedule=schedule) + else: + if args.compile: + torch._dynamo.config.capture_dynamic_output_shape_ops = True + torch._dynamo.config.capture_scalar_outputs = True + + # def debug_print_backend(gm: torch.fx.GraphModule, real_inputs): + # import torch._inductor as inductor + # print(f"debug_print_backend [NO_DS]: {gm.graph}") + # mod = inductor.compile(gm, real_inputs) + # return mod + # return gm.forward + + model = torch.compile(model, backend=args.backend) + # model = torch.compile(model, backend=debug_print_backend) + + timestamp = datetime.now().strftime("%Y%m%d%H%M%S") + model_name = args.model_name.split("/")[-1] + exp_name = f"{model_name}_np{accelerator.num_processes}ds{1 if is_deepspeed else 0}" \ + f"B{args.backend}z{args.zero_stage}" \ + f"L{0 if args.num_layers is None else args.num_layers}" \ + f"bs{args.batch_size}seq{args.seq_length}acc{args.gradient_accumulation_steps}ac{1 if args.activation_checkpointing else 0}" \ + f"pass_{'none' if args.passes is None else args.passes.replace(',', '_')}_" \ + f"os{1 if args.offload_opt_states else 0}" \ + f"T{timestamp}" + if args.profile_dir: + if accelerator.is_main_process and args.profile_dir: + os.makedirs(args.profile_dir, exist_ok=True) + if args.profile: + prof_dir = f"{args.profile_dir}/{exp_name}" + os.makedirs(prof_dir, exist_ok=True) + accelerator.wait_for_everyone() + + do_profile = args.profile and accelerator.is_main_process + prof_context = torch.profiler.profile( + activities=[ + torch.profiler.ProfilerActivity.CPU, + torch.profiler.ProfilerActivity.CUDA, + ], + schedule=torch.profiler.schedule(wait=0, warmup=10*args.gradient_accumulation_steps, active=4, repeat=1), + on_trace_ready=torch.profiler.tensorboard_trace_handler(prof_dir), + ) if do_profile else nullcontext() + + # Training loop + model.train() + # model.eval() + global_step = 0 + + iter_times = [] + + # See https://github.com/microsoft/DeepSpeed/issues/6793 + acc_context = nullcontext if is_deepspeed else accelerator.accumulate + + with prof_context as prof: + for epoch in range(args.num_epochs): + start_iter = time.time() + + for step, batch in enumerate(data_loader): + input_ids = batch['input_ids'].to(device) + attention_mask = batch['attention_mask'].to(device) + + with acc_context(model): + # with torch.autocast("cuda", dtype=torch.bfloat16): + outputs = model(input_ids=input_ids, attention_mask=attention_mask, labels=input_ids, use_cache=False) + loss = outputs.loss + + print(f"Epoch {epoch+1}, Step {step+1}, Loss: {loss.item()}") + + update_step = (is_deepspeed and model.is_gradient_accumulation_boundary()) \ + or (not is_deepspeed and accelerator.sync_gradients) + accelerator.backward(loss) + + if accelerator.sync_gradients: + accelerator.clip_grad_norm_(model.parameters(), args.max_grad_norm) + + optimizer.step() + optimizer.zero_grad() + + global_step += 1 + + if update_step: + if accelerator.is_main_process and global_step % (args.print_interval * args.gradient_accumulation_steps) == 0: + print(f"Epoch {epoch+1}, Step {global_step}, Loss: {loss.item()} sync: {accelerator.sync_gradients} time: {time.time() - start_iter} alloc_mem: {torch.cuda.memory_allocated()} peak_mem: {torch.cuda.max_memory_allocated()}") + + iter_times.append(time.time() - start_iter) + start_iter = time.time() + + if do_profile: + prof.step() + + if global_step >= args.bench_step * args.gradient_accumulation_steps: + break + + iter_times = iter_times[args.warmup_step:] + + if accelerator.is_main_process: + compile_time_sum = 0 + compile_time = 0 + if args.compile and hasattr(model, "get_compile_time"): + compile_time = model.get_compile_time() + compile_time_sum = sum(t for _, _, _, t in compile_time) + + # is_deepcompile = is_deepspeed and model._config.compile_config.deepcompile + is_deepcompile = is_deepspeed + msg = f"{args.model_name} ds={is_deepspeed} np={accelerator.num_processes} batch_size={args.batch_size} seq={args.seq_length} zero_stage={args.zero_stage} acc={args.gradient_accumulation_steps} ac={args.activation_checkpointing} compile={args.compile} backend={args.backend} deepcompile={is_deepcompile} passes={args.passes} compile_time={compile_time_sum} iteration time: {sum(iter_times) / len(iter_times):.4f} alloc_mem: {torch.cuda.memory_allocated()} peak_mem: {torch.cuda.max_memory_allocated()}" + print(msg) + + if args.profile_dir: + from pathlib import Path + filepath = Path(args.profile_dir) / f"result.txt" + with open(filepath, "a") as f: + f.write(f"{timestamp} {msg}" + "\n") + + if args.compile: + filepath = Path(args.profile_dir) / f"compile_time.txt" + with open(filepath, "a") as f: + msg = f"{msg} compile_time={compile_time_sum} {compile_time}" + f.write(f"{timestamp} {msg}" + "\n") + + # # Save the model + # if accelerator.is_main_process: + # accelerator.wait_for_everyone() + # unwrapped_model = accelerator.unwrap_model(model) + # unwrapped_model.save_pretrained("fine_tuned_model", save_function=accelerator.save) + # tokenizer.save_pretrained("fine_tuned_model") + +if __name__ == "__main__": + torch._dynamo.config.accumulated_cache_size_limit = 256 + torch._dynamo.config.cache_size_limit = 128 + torch._dynamo.config.optimize_ddp = False + import logging + # torch._logging.set_logs(graph_breaks=True, inductor=logging.DEBUG, output_code=True, schedule=True) + torch._logging.set_logs(graph_breaks=True) + + # torch._inductor.config.debug = True + # torch._inductor.config.trace.enabled = True + + main() diff --git a/benchmarks/deepcompile/run_bench_z1.sh b/benchmarks/deepcompile/run_bench_z1.sh new file mode 100644 index 000000000..29d0838b1 --- /dev/null +++ b/benchmarks/deepcompile/run_bench_z1.sh @@ -0,0 +1,21 @@ +PROFILE_DIR=${PROFILE_DIR:-/mnt/post-training-ppo/projects/z3n/profile_z1_llama3_8b} +mkdir -p ${PROFILE_DIR} +PROFILE_OPTS="--profile --profile-dir ${PROFILE_DIR}" +COMPILE_OPTS="--compile" +DC_OPTS="--compile --deepcompile" +ACC_OPTS="--gradient-accumulation-steps 1" +AC_OPTS="--activation-checkpointing" + +MODEL="/mnt/post-training-ppo/models/meta-llama/Meta-Llama-3-8B-Instruct" +BATCH_SIZE_OPTS=(1 2 4) +SEQ_LENGTH_OPTS=(512 1024 2048) +for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do + for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} --zero-stage 1 ${ACC_OPTS} ${AC_OPTS} ${PROFILE_OPTS}" + bash ./run_multinode.sh --backend deepspeed ${ARGS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${COMPILE_OPTS} + bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} + + cp -r logs ${PROFILE_DIR}/ + done +done diff --git a/benchmarks/deepcompile/run_multinode.sh b/benchmarks/deepcompile/run_multinode.sh new file mode 100644 index 000000000..6f3feba9a --- /dev/null +++ b/benchmarks/deepcompile/run_multinode.sh @@ -0,0 +1,14 @@ +#!/bin/bash + +echo $* + +SCRIPT_DIR=$(dirname $(realpath $0)) +HOST_IP=$(hostname -i) +NUM_NODES=${NUM_NODES:-$(wc -l < /job/hostfile)} + +if [ "${NUM_NODES}" == "1" ]; then + # avoid dependency on pdsh when possible + cd ${SCRIPT_DIR}; bash ./run.sh --host-ip ${HOST_IP} $* +else + ds_ssh -f hostfile_n${NUM_NODES} "cd ${SCRIPT_DIR}; bash ./run.sh --host-ip ${HOST_IP} $*" +fi From 787e820e0b529ae0775638de460155fe41bb88a9 Mon Sep 17 00:00:00 2001 From: Masahiro Tanaka Date: Mon, 24 Mar 2025 16:17:41 +0000 Subject: [PATCH 2/7] add figures Signed-off-by: Masahiro Tanaka --- .../chart_throughput_Llama-3-70B_np32_bs1.png | Bin 0 -> 72544 bytes .../chart_throughput_Llama-3-70B_np32_bs2.png | Bin 0 -> 75099 bytes .../chart_throughput_Llama-3-70B_np32_bs4.png | Bin 0 -> 74283 bytes .../chart_throughput_Mixtral-8x7B_np32_bs1.png | Bin 0 -> 75772 bytes .../chart_throughput_Mixtral-8x7B_np32_bs2.png | Bin 0 -> 73352 bytes .../chart_throughput_Mixtral-8x7B_np32_bs4.png | Bin 0 -> 77287 bytes 6 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Llama-3-70B_np32_bs1.png create mode 100644 benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Llama-3-70B_np32_bs2.png create mode 100644 benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Llama-3-70B_np32_bs4.png create mode 100644 benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Mixtral-8x7B_np32_bs1.png create mode 100644 benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Mixtral-8x7B_np32_bs2.png create mode 100644 benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Mixtral-8x7B_np32_bs4.png diff --git a/benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Llama-3-70B_np32_bs1.png b/benchmarks/deepcompile/results/acc_step_1/throughput/chart_throughput_Llama-3-70B_np32_bs1.png new file mode 100644 index 0000000000000000000000000000000000000000..bd579b14113c88e2bfb382f9fd852ea241cf8d80 GIT binary patch literal 72544 zcmeFZcU07A*DXl5cGD~MN)x^3WXp_k{}>K5J8Zf!8V|nfI^}KMFhzr z83`%^B1+CtK_nDGBq<2o{gnNF-(53v*Q_;b*8DN+y58>gg{oh8!a4iwz0c!&@`S>Q zWt*0xF)?#}l_lgQ`J@4Rf$zDoG=;D8UV6TmxxzM%~OImRewo8gS_AD$MM&zI0 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b/benchmarks/deepcompile/run_bench.sh index 46771cda1..174e34951 100644 --- a/benchmarks/deepcompile/run_bench.sh +++ b/benchmarks/deepcompile/run_bench.sh @@ -7,8 +7,8 @@ ACC_OPTS="--gradient-accumulation-steps 1" AC_OPTS="--activation-checkpointing" MODEL="meta-llama/Meta-Llama-3-70B-Instruct" -BATCH_SIZE_OPTS=(1) -SEQ_LENGTH_OPTS=(512) +BATCH_SIZE_OPTS=(1 2 4) +SEQ_LENGTH_OPTS=(512 1024 2048) for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do # skip if batch size is 4 and seq length is 2048, as it causes OOM diff --git a/benchmarks/deepcompile/run_bench_lm.py b/benchmarks/deepcompile/run_bench_lm.py index 51a5e564c..f175d84d7 100644 --- a/benchmarks/deepcompile/run_bench_lm.py +++ b/benchmarks/deepcompile/run_bench_lm.py @@ -11,6 +11,7 @@ from accelerate import Accelerator from torch.utils.data import DataLoader from torch.utils.data.distributed import DistributedSampler +from torch.utils.data import SequentialSampler from datasets.utils.logging import disable_progress_bar @@ -19,8 +20,8 @@ def get_args(): parser = argparse.ArgumentParser() parser.add_argument("--model_name", type=str, default="meta-llama/Llama-2-7b-hf") - parser.add_argument("--batch_size", type=int, default=2) - parser.add_argument("--num_epochs", type=int, default=1) + parser.add_argument("--batch_size", type=int, default=1) + parser.add_argument("--num_epochs", type=int, default=100) parser.add_argument("--seq_length", type=int, default=512) parser.add_argument("--learning_rate", type=float, default=2e-5) parser.add_argument("--max_grad_norm", type=float, default=1.0) @@ -36,8 +37,8 @@ def get_args(): parser.add_argument("--profile", action="store_true") parser.add_argument("--deterministic", action="store_true") parser.add_argument("--profile_dir", type=str, default=None) - parser.add_argument("--bench_step", type=int, default=10) - parser.add_argument("--warmup_step", type=int, default=1) + parser.add_argument("--bench_step", type=int, default=30) + parser.add_argument("--warmup_step", type=int, default=15) parser.add_argument("--zero_stage", type=int, default=3) parser.add_argument("--print_interval", type=int, default=1) parser.add_argument("--save_weights", action="store_true") @@ -47,17 +48,25 @@ def get_args(): def make_schedule(passes: List[str], warmup): - from deepspeed.compile.passes import zero3_compile, prefetch, selective_gather, offload_parameters + from deepspeed.compile.passes import zero3_compile, prefetch, selective_gather, offload_adam_states schedule = [] - schedule.append((0, [zero3_compile.add_z3_gather_release])) - - second_opt = [zero3_compile.add_z3_gather_release] - if "prefetch" in passes: - second_opt.append(prefetch.schedule_prefetch) - if "selective_gather" in passes: - second_opt.append(selective_gather.selective_gather) - schedule.append((warmup, second_opt)) + + if "offload_adam_states" in passes: + assert len(passes) == 1, "offload_adam_states should be the only pass" + schedule.append((0, [offload_adam_states.offload_adam_states_for_init, zero3_compile.add_z3_gather_release, offload_adam_states.move_opt_states_sync])) + schedule.append((5, [offload_adam_states.offload_adam_states_for_init, zero3_compile.add_z3_gather_release, offload_adam_states.move_opt_states])) + elif "offload_adam_states_sync" in passes: + assert len(passes) == 1, "offload_adam_states_sync should be the only pass" + schedule.append((0, [zero3_compile.add_z3_gather_release, offload_adam_states.move_opt_states_sync])) + else: + schedule.append((0, [zero3_compile.add_z3_gather_release])) + second_opt = [zero3_compile.add_z3_gather_release] + if "prefetch" in passes: + second_opt.append(prefetch.schedule_prefetch) + if "selective_gather" in passes: + second_opt.append(selective_gather.selective_gather) + schedule.append((warmup, second_opt)) return schedule @@ -65,6 +74,9 @@ def main(): args = get_args() print(args) + if "offload_adam_states" in args.passes: + os.environ['PYTORCH_CUDA_ALLOC_CONF'] = 'max_split_size_mb:128' + if args.deterministic: enable_full_determinism(1) from torch._inductor import config @@ -83,23 +95,7 @@ def main(): model_weight_path = f"{model_name.split('/')[1]}_cp_layer{args.num_layers}" if args.load_weights: - from deepspeed.runtime.zero import GatheredParameters - - # model_weight = AutoModelForCausalLM.from_pretrained(model_weight_path, trust_remote_code=True) - model_config = AutoConfig.from_pretrained(model_name, trust_remote_code=True) - print(f"num_hidden_layers: {model_config.num_hidden_layers} -> {args.num_layers}") - model_config.num_hidden_layers = args.num_layers - # model_config.num_local_experts = 1 - # model_config.num_experts_per_tok = 1 - # from modeling_custom_mixtral import MixtralForCausalLM - # model = MixtralForCausalLM(model_config) - # state_dict = model_weight.state_dict() - # for name, param in model.named_parameters(): - # if name in state_dict: - # # with GatheredParameters([param], modifier_rank=0, enabled=is_deepspeed and args.zero_stage == 3): - # with GatheredParameters([param], modifier_rank=0): - # state_dict[name].copy_(param) - + model = AutoModelForCausalLM.from_pretrained(model_weight_path, trust_remote_code=True) else: if args.num_layers > 0: model_config = AutoConfig.from_pretrained(model_name, trust_remote_code=True) @@ -112,23 +108,6 @@ def main(): if patch_phi3moe(model) and accelerator.is_main_process: print("Patched Phi-3.5-MoE model") - # for n, m in model.named_modules(): - # def wrap(name): - # def hook(module, grad_in, grad_output): - # msg = f"{name} {module.__class__}" - # for i, inp in enumerate(grad_in): - # if torch.is_tensor(inp): - # if torch.is_floating_point(inp): - # msg += f" grad_in[{i}] {inp.shape} norm={inp.norm()} {inp.flatten()[:5]}" - # else: - # msg += f" grad_in[{i}] {inp.shape} {inp.flatten()[:5]}" - # for i, out in enumerate(grad_output): - # if torch.is_tensor(out): - # msg += f" grad_out[{i}] {out.shape} norm={out.norm()} {out.flatten()[:5]}" - # print(msg) - # return hook - # m.register_full_backward_hook(wrap(n)) - tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True) if args.save_weights and accelerator.is_main_process: @@ -153,7 +132,7 @@ def main(): def tokenize_function(examples): return tokenizer(examples['text'], padding='max_length', max_length=args.seq_length, truncation=True) - tokenized_dataset = dataset.map(tokenize_function, batched=True) + tokenized_dataset = dataset.map(tokenize_function, batched=True, num_proc=1, keep_in_memory=True) tokenized_dataset.set_format(type='torch', columns=['input_ids', 'attention_mask']) sampler = DistributedSampler(tokenized_dataset, num_replicas=accelerator.num_processes, rank=accelerator.process_index) @@ -166,27 +145,18 @@ def tokenize_function(examples): model, optimizer, data_loader = accelerator.prepare(model, optimizer, data_loader) print(f"Model prepared: {model.__class__} optimizer: {optimizer.__class__}") + if "Mixtral" in model_name: + torch._dynamo.config.capture_dynamic_output_shape_ops = True + torch._dynamo.config.capture_scalar_outputs = True + + if is_deepspeed: if args.compile: - torch._dynamo.config.capture_dynamic_output_shape_ops = True - torch._dynamo.config.capture_scalar_outputs = True - schedule = make_schedule(args.passes.split(","), warmup=5) if args.passes else None model.compile(backend=args.backend, schedule=schedule) else: if args.compile: - torch._dynamo.config.capture_dynamic_output_shape_ops = True - torch._dynamo.config.capture_scalar_outputs = True - - # def debug_print_backend(gm: torch.fx.GraphModule, real_inputs): - # import torch._inductor as inductor - # print(f"debug_print_backend [NO_DS]: {gm.graph}") - # mod = inductor.compile(gm, real_inputs) - # return mod - # return gm.forward - model = torch.compile(model, backend=args.backend) - # model = torch.compile(model, backend=debug_print_backend) timestamp = datetime.now().strftime("%Y%m%d%H%M%S") model_name = args.model_name.split("/")[-1] @@ -211,13 +181,12 @@ def tokenize_function(examples): torch.profiler.ProfilerActivity.CPU, torch.profiler.ProfilerActivity.CUDA, ], - schedule=torch.profiler.schedule(wait=0, warmup=10*args.gradient_accumulation_steps, active=4, repeat=1), + schedule=torch.profiler.schedule(wait=0, warmup=10*args.gradient_accumulation_steps, active=3, repeat=1), on_trace_ready=torch.profiler.tensorboard_trace_handler(prof_dir), ) if do_profile else nullcontext() # Training loop model.train() - # model.eval() global_step = 0 iter_times = [] @@ -225,6 +194,7 @@ def tokenize_function(examples): # See https://github.com/microsoft/DeepSpeed/issues/6793 acc_context = nullcontext if is_deepspeed else accelerator.accumulate + stop = False with prof_context as prof: for epoch in range(args.num_epochs): start_iter = time.time() @@ -234,22 +204,14 @@ def tokenize_function(examples): attention_mask = batch['attention_mask'].to(device) with acc_context(model): - # with torch.autocast("cuda", dtype=torch.bfloat16): outputs = model(input_ids=input_ids, attention_mask=attention_mask, labels=input_ids, use_cache=False) loss = outputs.loss - print(f"Epoch {epoch+1}, Step {step+1}, Loss: {loss.item()}") - update_step = (is_deepspeed and model.is_gradient_accumulation_boundary()) \ or (not is_deepspeed and accelerator.sync_gradients) accelerator.backward(loss) - - if accelerator.sync_gradients: - accelerator.clip_grad_norm_(model.parameters(), args.max_grad_norm) - optimizer.step() optimizer.zero_grad() - global_step += 1 if update_step: @@ -262,8 +224,11 @@ def tokenize_function(examples): if do_profile: prof.step() - if global_step >= args.bench_step * args.gradient_accumulation_steps: + stop = global_step >= args.bench_step * args.gradient_accumulation_steps + if stop: break + if stop: + break iter_times = iter_times[args.warmup_step:] @@ -274,8 +239,7 @@ def tokenize_function(examples): compile_time = model.get_compile_time() compile_time_sum = sum(t for _, _, _, t in compile_time) - # is_deepcompile = is_deepspeed and model._config.compile_config.deepcompile - is_deepcompile = is_deepspeed + is_deepcompile = is_deepspeed and model._config.compile_config.deepcompile msg = f"{args.model_name} ds={is_deepspeed} np={accelerator.num_processes} batch_size={args.batch_size} seq={args.seq_length} zero_stage={args.zero_stage} acc={args.gradient_accumulation_steps} ac={args.activation_checkpointing} compile={args.compile} backend={args.backend} deepcompile={is_deepcompile} passes={args.passes} compile_time={compile_time_sum} iteration time: {sum(iter_times) / len(iter_times):.4f} alloc_mem: {torch.cuda.memory_allocated()} peak_mem: {torch.cuda.max_memory_allocated()}" print(msg) @@ -302,11 +266,5 @@ def tokenize_function(examples): torch._dynamo.config.accumulated_cache_size_limit = 256 torch._dynamo.config.cache_size_limit = 128 torch._dynamo.config.optimize_ddp = False - import logging - # torch._logging.set_logs(graph_breaks=True, inductor=logging.DEBUG, output_code=True, schedule=True) - torch._logging.set_logs(graph_breaks=True) - - # torch._inductor.config.debug = True - # torch._inductor.config.trace.enabled = True main() diff --git a/benchmarks/deepcompile/run_bench_offload.sh b/benchmarks/deepcompile/run_bench_offload.sh new file mode 100644 index 000000000..ea72db195 --- /dev/null +++ b/benchmarks/deepcompile/run_bench_offload.sh @@ -0,0 +1,25 @@ +PROFILE_DIR=${PROFILE_DIR:-"profile_offload"} +mkdir -p ${PROFILE_DIR} +PROFILE_OPTS="--profile --profile-dir ${PROFILE_DIR}" +COMPILE_OPTS="--compile" +DC_OPTS="--compile --deepcompile" +ACC_OPTS="--gradient-accumulation-steps 1" +AC_OPTS="--activation-checkpointing" + +mkdir -p logs + +export LOG_BASE="logs_offload" +mkdir -p ${LOG_BASE} + +MODEL="meta-llama/Meta-Llama-3-70B-Instruct" +BATCH_SIZE_OPTS=(1) +SEQ_LENGTH_OPTS=(1024) +for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do + for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} ${ACC_OPTS} ${AC_OPTS} ${PROFILE_OPTS}" + bash ./run.sh --backend deepspeed ${ARGS} --zero-stage 3 + bash ./run.sh --backend deepspeed ${ARGS} --zero-stage 3 --ds-offload + bash ./run.sh --backend deepspeed ${ARGS} ${DC_OPTS} --zero-stage 3 --eager --passes offload_adam_states + bash ./run.sh --backend deepspeed ${ARGS} ${DC_OPTS} --zero-stage 3 --eager --passes offload_adam_states_sync + done +done diff --git a/benchmarks/deepcompile/run_bench_z1.sh b/benchmarks/deepcompile/run_bench_z1.sh index 29d0838b1..b5491e3fc 100644 --- a/benchmarks/deepcompile/run_bench_z1.sh +++ b/benchmarks/deepcompile/run_bench_z1.sh @@ -1,4 +1,4 @@ -PROFILE_DIR=${PROFILE_DIR:-/mnt/post-training-ppo/projects/z3n/profile_z1_llama3_8b} +PROFILE_DIR=${PROFILE_DIR:-profiles} mkdir -p ${PROFILE_DIR} PROFILE_OPTS="--profile --profile-dir ${PROFILE_DIR}" COMPILE_OPTS="--compile" @@ -6,12 +6,12 @@ DC_OPTS="--compile --deepcompile" ACC_OPTS="--gradient-accumulation-steps 1" AC_OPTS="--activation-checkpointing" -MODEL="/mnt/post-training-ppo/models/meta-llama/Meta-Llama-3-8B-Instruct" +MODEL="meta-llama/Meta-Llama-3-8B-Instruct" BATCH_SIZE_OPTS=(1 2 4) SEQ_LENGTH_OPTS=(512 1024 2048) for BATCH_SIZE in ${BATCH_SIZE_OPTS[@]}; do for SEQ_LENGTH in ${SEQ_LENGTH_OPTS[@]}; do - ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} --zero-stage 1 ${ACC_OPTS} ${AC_OPTS} ${PROFILE_OPTS}" + ARGS="--model ${MODEL} --batch-size ${BATCH_SIZE} --seq-length ${SEQ_LENGTH} --zero-stage 1 ${ACC_OPTS} ${AC_OPTS}" bash ./run_multinode.sh --backend deepspeed ${ARGS} bash ./run_multinode.sh --backend deepspeed ${ARGS} ${COMPILE_OPTS} bash ./run_multinode.sh --backend deepspeed ${ARGS} ${DC_OPTS} From 92d857ebb4981feb87954dcbdff185f8477288c7 Mon Sep 17 00:00:00 2001 From: Masahiro Tanaka Date: Sun, 13 Apr 2025 21:19:27 +0000 Subject: [PATCH 5/7] fix links to images Signed-off-by: Masahiro Tanaka --- benchmarks/deepcompile/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/benchmarks/deepcompile/README.md b/benchmarks/deepcompile/README.md index 8dd38abde..4c333098e 100644 --- a/benchmarks/deepcompile/README.md +++ b/benchmarks/deepcompile/README.md @@ -10,7 +10,7 @@ We tested the scripts with Python 3.10.12 and CUDA 12.4. In addition, you need to install the following: - PyTorch v2.6.0 -- DeepSpeed v0.16.5 +- DeepSpeed (latest revision) - transformers - accelerate - datasets v3.1 From 84ca75655ff4033010b5ce577751d9084f4c1db8 Mon Sep 17 00:00:00 2001 From: Masahiro Tanaka Date: Sun, 13 Apr 2025 21:20:54 +0000 Subject: [PATCH 6/7] add images Signed-off-by: Masahiro Tanaka --- .../chart_throughput_Llama-3-70B_np32_bs1.png | Bin 0 -> 55821 bytes .../chart_throughput_Mixtral-8x7B_np32_bs1.png | Bin 0 -> 61843 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 benchmarks/deepcompile/results/acc_step_1_16/throughput/chart_throughput_Llama-3-70B_np32_bs1.png create mode 100644 benchmarks/deepcompile/results/acc_step_1_16/throughput/chart_throughput_Mixtral-8x7B_np32_bs1.png diff --git a/benchmarks/deepcompile/results/acc_step_1_16/throughput/chart_throughput_Llama-3-70B_np32_bs1.png b/benchmarks/deepcompile/results/acc_step_1_16/throughput/chart_throughput_Llama-3-70B_np32_bs1.png new 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Masahiro Tanaka --- benchmarks/deepcompile/README.md | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/benchmarks/deepcompile/README.md b/benchmarks/deepcompile/README.md index 4c333098e..4e580a47a 100644 --- a/benchmarks/deepcompile/README.md +++ b/benchmarks/deepcompile/README.md @@ -10,7 +10,7 @@ We tested the scripts with Python 3.10.12 and CUDA 12.4. In addition, you need to install the following: - PyTorch v2.6.0 -- DeepSpeed (latest revision) +- DeepSpeed (v0.16.6 or newer) - transformers - accelerate - datasets v3.1 @@ -21,9 +21,8 @@ Here are an example of installation commands: pip3 install torch==2.6.0 torchvision torchaudio pip3 install transformers datasets==3.1 accelerate -# Install DeepSpeed and DeepCompile -git clone https://github.com/deepspeedai/DeepSpeed -pip install -e DeepSpeed +# Install DeepSpeed +pip install deepspeed # Clone this repository git clone https://github.com/deepspeedai/DeepSpeedExamples @@ -150,4 +149,3 @@ Each optimization pass takes a standardized set of arguments provided by DeepCom - [Selective unsharding](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/selective_gather.py) - [Reduce-scatter insertion (ZeRO1)](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/zero1_compile.py) - [Adaptive offloading](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/offload_adam_states.py) -

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...chart_throughput_Mixtral-8x7B_np32_bs1.png | Bin 75772 -> 73358 bytes ...chart_throughput_Mixtral-8x7B_np32_bs2.png | Bin 73352 -> 76615 bytes ...chart_throughput_Mixtral-8x7B_np32_bs4.png | Bin 77287 -> 74043 bytes benchmarks/deepcompile/run_bench.sh | 4 +- benchmarks/deepcompile/run_bench_lm.py | 120 ++++++------------ benchmarks/deepcompile/run_bench_offload.sh | 25 ++++ benchmarks/deepcompile/run_bench_z1.sh | 6 +- 17 files changed, 144 insertions(+), 107 deletions(-) delete mode 100644 benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Llama-3-70B_np32_bs1.png delete mode 100644 benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Llama-3-70B_np32_bs2.png delete mode 100644 benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Llama-3-70B_np32_bs4.png delete mode 100644 benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Mixtral-8x7B_np32_bs1.png delete mode 100644 benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Mixtral-8x7B_np32_bs2.png delete mode 100644 benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Mixtral-8x7B_np32_bs4.png create mode 100644 benchmarks/deepcompile/run_bench_offload.sh diff --git a/benchmarks/deepcompile/README.md b/benchmarks/deepcompile/README.md index e3a67aea4..8dd38abde 100644 --- a/benchmarks/deepcompile/README.md +++ b/benchmarks/deepcompile/README.md @@ -22,18 +22,19 @@ pip3 install torch==2.6.0 torchvision torchaudio pip3 install transformers datasets==3.1 accelerate # Install DeepSpeed and DeepCompile -git clone -b no_z3_hook https://github.com/tohtana/DeepSpeed +git clone https://github.com/deepspeedai/DeepSpeed pip install -e DeepSpeed # Clone this repository -git clone https://github.com/tohtana/bench_deep_compile +git clone https://github.com/deepspeedai/DeepSpeedExamples +cd benchmarks/deepcompile ``` You need to set up these on all nodes. ### Setup for multiple nodes run -You need to set host names in /job/hostfile. The file should look like the following: +You need to set host names in `hostfile_n${NUM_NODES}`. The file should look like the following: ``` node-0 slots=8 @@ -42,14 +43,21 @@ node-2 slots=8 node-3 slots=8 ``` -## Evaluation on throughput and peak memory +## Evaluation on throughput The following script runs the throughput benchmark. This sweeps the following conditions: - Models: meta-llama/Meta-Llama-3-70B-Instruct, mistralai/Mixtral-8x7B-v0.1 - Batch size: 1, 2, 4 - Sequence length: 512 1024 2048 -- Frameworks: DeepSpeed, DeepSpeed (C), FSDP, FSDP (C), DeepCompile (P), DeepCompile (S), DeepCompile (P+S) +- Frameworks and settings: + - DeepSpeed ZeRO3 (ZeRO3) + - DeepSpeed ZeRO3 +Compiler (ZeRO3 (C)) + - FSDP (FSDP) + - FSDP + Compiler (FSDP (C)) + - DeepCompile + proactive prefetching (DeepCompile (P)) + - DeepCompile + selective unsharding (DeepCompile (S)) + - DeepCompile + proactive prefetching + selective unsharding (DeepCompile (P+S)) The script downloads the models from HuggingFace Model Hub. Please make sure that you have access to the models. @@ -58,34 +66,23 @@ export PROFILE_DIR=/path/to/profile bash run_bench.sh ``` -The logs resulting from our experiments are stored in `logs/` directory. The summary of results is `results/acc_step_1/results.txt`. You can plot these results using the following script. The generated charts will be saved in the `results/acc_step_1/`. +The logs resulting from our experiments are stored in `logs/` directory. The summary of results is output to `profiles/result.txt`. You can copy the file to `results/acc_step_1` and plot the throughput with the following commands. ```bash python plot.py --result_dir results/acc_step_1 --metric throughput -python plot.py --result_dir results/acc_step_1 --metric peak_mem ``` Here are some example charts: -Throughput - - - - - - -
    Througput Llama-3-70B/bs=1Peak memory Llama-3-70B/bs=1
    - -Peak memory - - - + +
    Througput Mixtral-8x7B/bs=1Peak memory Mixtral-8x7B/bs=1Llama-3-70B/bs=1Mixtral-8x7B/bs=1
    The following script runs the benchmark with different number of gradient accumulation steps (2, 4, 8, 16). + The batch size and sequence length are fixed to 1 and 1024, respectively. (Note that FSDP doesn't work for this experiment) ```bash @@ -95,5 +92,62 @@ bash run_bench_acc.sh You can use the same script with `--acc_step_eval` to plot the results along gradient accumulation steps. ```bash -python plot.py --result_dir results/acc_step_1_16 --acc_step_eval --metric throughput +ython plot.py --result_dir results/acc_step_1_16 --acc_step_eval --metric throughput +``` + +Here are some example charts: + + + + + + +
    Llama-3-70B/bs=1Mixtral-8x7B/bs=1
    + +## APIs and custom optimization passes + +To enable DeepCompile, simply set "deepcompile": true in the compile section of your DeepSpeed configuration JSON: + +```json +{ +… + "zero_optimization": { + "stage": 3, + }, + "compile": { + "deepcompile": true, + }, +… +} +``` + +In your training script, call the compile() API to invoke DeepCompile. The function signature is: + +```python +def compile(self, backend=get_accelerator().get_compile_backend(), compile_kwargs={}, schedule=None) -> None: +``` + +You can pass a custom optimization schedule using the schedule argument. For example, to apply ZeRO-3-style partitioning and the optimizations described above, you can define the schedule as follows: + +```python +schedule = [] +schedule.append((0, [zero3_compile.add_z3_gather_release])) +schedule.append( + (WARMUP, + [zero3_compile.add_z3_gather_release, prefetch.schedule_prefetch, selective_gather.selective_gather])) ``` + +A schedule is defined as a list of tuples, where each tuple consists of: + +- A step index (e.g., 0 or "WARMUP"), indicating when to apply the passes +- A list of optimization functions to apply at that step + +In the example above, `add_z3_gather_release` is applied at step 0 to minimize memory usage. After a warmup phase (e.g., after the first few training iterations), additional optimizations such as prefetching and selective unsharding are applied based on profiled memory usage. +Each optimization pass takes a standardized set of arguments provided by DeepCompile. For details, please refer to the implementation of each pass: + +- [ZeRO3 (All-gather and reduce-scatter insertion)](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/zero3_compile.py) +- [Proactive prefetching](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/prefetch.py) +- [Selective unsharding](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/selective_gather.py) +- [Reduce-scatter insertion (ZeRO1)](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/zero1_compile.py) +- [Adaptive offloading](https://github.com/deepspeedai/DeepSpeed/blob/tohtana/deepcompile/deepspeed/compile/passes/offload_adam_states.py) + diff --git a/benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Llama-3-70B_np32_bs1.png b/benchmarks/deepcompile/results/acc_step_1/peak_mem/chart_peak_mem_Llama-3-70B_np32_bs1.png deleted file mode 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