From 8d2ff3e72e95ee31673e414b7931c2ef8a275ebc Mon Sep 17 00:00:00 2001 From: Jiashu Yao Date: Tue, 30 Dec 2025 02:00:07 +0000 Subject: [PATCH] Update benchmark results of dynamicemb on H200 --- corelib/dynamicemb/benchmark/README.md | 8 +++++++- .../benchmark_batched_dynamicemb_tables.py | 4 +++- .../benchmark/benchmark_bdet_results_h200.png | Bin 0 -> 114770 bytes 3 files changed, 10 insertions(+), 2 deletions(-) create mode 100644 corelib/dynamicemb/benchmark/benchmark_bdet_results_h200.png diff --git a/corelib/dynamicemb/benchmark/README.md b/corelib/dynamicemb/benchmark/README.md index 1ef265e0c..d235ff7d8 100644 --- a/corelib/dynamicemb/benchmark/README.md +++ b/corelib/dynamicemb/benchmark/README.md @@ -56,7 +56,7 @@ bash ./benchmark/benchmark_batched_dynamicemb_tables.sh We test the `BatchedDynamicEmbeddingTablesV2` under `capacity=128x1024x1024`. -The overhead(ms) on H100 80GB HBM3, used pow-law(alpha=1.05) as input. +The overhead(ms) is tested with pow-law(alpha=1.05) as input. - embedding_dtype: float32 - embedding_dim: 128 - cache_algorithm: lru @@ -64,4 +64,10 @@ The overhead(ms) on H100 80GB HBM3, used pow-law(alpha=1.05) as input. - capacity: 24M when cache_ratio=1.0, 256M when cache_ratio=0.1 - num_iterations: 100 +**Overhead on H100 80GB HBM3** + ![benchmark result of BatchedDynamicEmbeddingTables with torchrec](./benchmark_bdet_results.png) + +**Overhead on NVIDIA H200** + +![benchmark result of BatchedDynamicEmbeddingTables with torchrec on H200](./benchmark_bdet_results_h200.png) diff --git a/corelib/dynamicemb/benchmark/benchmark_batched_dynamicemb_tables.py b/corelib/dynamicemb/benchmark/benchmark_batched_dynamicemb_tables.py index 9074c916a..d7a53e350 100644 --- a/corelib/dynamicemb/benchmark/benchmark_batched_dynamicemb_tables.py +++ b/corelib/dynamicemb/benchmark/benchmark_batched_dynamicemb_tables.py @@ -717,7 +717,9 @@ def main(): features_file = f"{args.num_iterations}-{args.feature_distribution}-{num_embs}-{args.batch_size}-{args.alpha}.pt" try: with open(features_file, "rb") as f: - sparse_features = torch.load(f, map_location=f"cuda:{local_rank}") + sparse_features = torch.load( + f, map_location=f"cuda:{local_rank}", weights_only=False + ) except FileNotFoundError: sparse_features = [] for i in range(args.num_iterations): diff --git a/corelib/dynamicemb/benchmark/benchmark_bdet_results_h200.png b/corelib/dynamicemb/benchmark/benchmark_bdet_results_h200.png new file mode 100644 index 0000000000000000000000000000000000000000..69ee42933bf7955a689eaebf83cfa50dbf4196a5 GIT binary patch literal 114770 zcmdS>c{rA9`vweONJ$ArWXRA;<|Gj^G^j|)JZDO!43T+mg`{XQl!}tuka;edQYe}X zr4&MB%$Ur5``PpSzU|q*|Gt0TZF}$SS?gKpcHh@^UdMSH`?2r)ab7xlLtk zESd-R=~2}3DvDah&9odp$vwo!iT_h{*D!I{cRAtiW#eW~9ky{l>*(U{=wK`8Y43K< z!NqyI^iF9xNx@U@?q|;_ZQbhh|9ykBi`&Vq0-HB^;6qlPJ!pE4qF8OnKXhqosSXq! zMQQHaZQy-(xZTTyqwdd&vERB^vx7Nk>7xHe2wn?Mvv$lAIc+=KzAtiHUM-K`aJh*5 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