From mboxrd@z Thu Jan 1 00:00:00 1970 Return-Path: Received: from mails.dpdk.org (mails.dpdk.org [217.70.189.124]) by inbox.dpdk.org (Postfix) with ESMTP id 445D9A0093; Thu, 8 Dec 2022 21:06:06 +0100 (CET) Received: from mails.dpdk.org (localhost [127.0.0.1]) by mails.dpdk.org (Postfix) with ESMTP id 6542A42DF4; Thu, 8 Dec 2022 21:03:03 +0100 (CET) Received: from mx0b-0016f401.pphosted.com (mx0b-0016f401.pphosted.com [67.231.156.173]) by mails.dpdk.org (Postfix) with ESMTP id 5776242D69 for ; Thu, 8 Dec 2022 21:02:40 +0100 (CET) Received: from pps.filterd (m0045851.ppops.net [127.0.0.1]) by mx0b-0016f401.pphosted.com (8.17.1.19/8.17.1.19) with ESMTP id 2B8JjnON005114 for ; Thu, 8 Dec 2022 12:02:39 -0800 DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=marvell.com; h=from : to : cc : subject : date : message-id : in-reply-to : references : mime-version : content-type; s=pfpt0220; bh=p5od+1aTB0rhh0irDBFOA0BoQjmbFYI7a6HOiIjoQcg=; b=CJoF6LGAysfam7HE/+f8eYGdPYqGYhH0se5wypKn/VYZfQEAMUiknpbphwW297/Pa0w2 Z2VP7AWwzVlm/7XodBlaYbnGL/ETld0mwyGasxVPdNCTEiW+RD/eCtoYoiYcNih8LVkf M+x2IRQ1o5Yd0Vq8FRvAqql7D0OwMkRvdBdAMIwA6FsFOPgjARqLoxl9ipCeTDO6poJB px+wObRdUNqxhVK6Aqi31eR+ZmedR8cGutoOP1PVO2Hny/UDXjB1HpEijQFKNxfTqpQA qcl3oW5lVcvIqy7r/hPCk1kbqiy/Ys1/LQ8lmT+STDT0Kg1oBULNSWJjT1I4Sx7HqIeo Qg== Received: from dc5-exch01.marvell.com ([199.233.59.181]) by mx0b-0016f401.pphosted.com (PPS) with ESMTPS id 3m86usnfsn-19 (version=TLSv1.2 cipher=ECDHE-RSA-AES256-SHA384 bits=256 verify=NOT) for ; Thu, 08 Dec 2022 12:02:39 -0800 Received: from DC5-EXCH01.marvell.com (10.69.176.38) by DC5-EXCH01.marvell.com (10.69.176.38) with Microsoft SMTP Server (TLS) id 15.0.1497.2; Thu, 8 Dec 2022 12:02:31 -0800 Received: from maili.marvell.com (10.69.176.80) by DC5-EXCH01.marvell.com (10.69.176.38) with Microsoft SMTP Server id 15.0.1497.2 via Frontend Transport; Thu, 8 Dec 2022 12:02:31 -0800 Received: from ml-host-33.caveonetworks.com (unknown [10.110.143.233]) by maili.marvell.com (Postfix) with ESMTP id 404123F705F; Thu, 8 Dec 2022 12:02:31 -0800 (PST) From: Srikanth Yalavarthi To: Srikanth Yalavarthi CC: , , , Subject: [PATCH v1 33/37] ml/cnxk: add support to enable model data caching Date: Thu, 8 Dec 2022 12:02:16 -0800 Message-ID: <20221208200220.20267-34-syalavarthi@marvell.com> X-Mailer: git-send-email 2.17.1 In-Reply-To: <20221208200220.20267-1-syalavarthi@marvell.com> References: <20221208200220.20267-1-syalavarthi@marvell.com> MIME-Version: 1.0 Content-Type: text/plain X-Proofpoint-GUID: 0XEz1JiQ68rbaB4mafCUTGw8u-Bx70g9 X-Proofpoint-ORIG-GUID: 0XEz1JiQ68rbaB4mafCUTGw8u-Bx70g9 X-Proofpoint-Virus-Version: vendor=baseguard engine=ICAP:2.0.205,Aquarius:18.0.923,Hydra:6.0.545,FMLib:17.11.122.1 definitions=2022-12-08_11,2022-12-08_01,2022-06-22_01 X-BeenThere: dev@dpdk.org X-Mailman-Version: 2.1.29 Precedence: list List-Id: DPDK patches and discussions List-Unsubscribe: , List-Archive: List-Post: List-Help: List-Subscribe: , Errors-To: dev-bounces@dpdk.org Added device argument 'cache_model_data' to enable model data caching. An inference request would be executed with dummy data in synchronous mode during model start stage. This run would cache the model weights and bias in the memory and result in improved inference throughput. cache_model_data = 1, enable (default) cache_model_data = 0, disable Signed-off-by: Srikanth Yalavarthi --- drivers/ml/cnxk/cn10k_ml_dev.c | 33 ++++++++++++++++++++-- drivers/ml/cnxk/cn10k_ml_dev.h | 3 ++ drivers/ml/cnxk/cn10k_ml_ops.c | 50 ++++++++++++++++++++++++++++++++++ 3 files changed, 84 insertions(+), 2 deletions(-) diff --git a/drivers/ml/cnxk/cn10k_ml_dev.c b/drivers/ml/cnxk/cn10k_ml_dev.c index 0b345b3d4e..b844a42677 100644 --- a/drivers/ml/cnxk/cn10k_ml_dev.c +++ b/drivers/ml/cnxk/cn10k_ml_dev.c @@ -20,10 +20,12 @@ #define CN10K_ML_FW_PATH "fw_path" #define CN10K_ML_FW_ENABLE_DPE_WARNINGS "enable_dpe_warnings" #define CN10K_ML_FW_REPORT_DPE_WARNINGS "report_dpe_warnings" +#define CN10K_ML_DEV_CACHE_MODEL_DATA "cache_model_data" #define CN10K_ML_FW_PATH_DEFAULT "/lib/firmware/mlip-fw.bin" #define CN10K_ML_FW_ENABLE_DPE_WARNINGS_DEFAULT 1 #define CN10K_ML_FW_REPORT_DPE_WARNINGS_DEFAULT 0 +#define CN10K_ML_DEV_CACHE_MODEL_DATA_DEFAULT 1 /* ML firmware macros */ #define FW_MEMZONE_NAME "ml_cn10k_fw_mz" @@ -38,7 +40,8 @@ #define FW_REPORT_DPE_WARNING_BITMASK BIT(1) static const char *const valid_args[] = {CN10K_ML_FW_PATH, CN10K_ML_FW_ENABLE_DPE_WARNINGS, - CN10K_ML_FW_REPORT_DPE_WARNINGS, NULL}; + CN10K_ML_FW_REPORT_DPE_WARNINGS, + CN10K_ML_DEV_CACHE_MODEL_DATA, NULL}; /* Dummy operations for ML device */ struct rte_ml_dev_ops ml_dev_dummy_ops = {0}; @@ -76,6 +79,7 @@ cn10k_mldev_parse_devargs(struct rte_devargs *devargs, struct cn10k_ml_dev *mlde { bool enable_dpe_warnings_set = false; bool report_dpe_warnings_set = false; + bool cache_model_data_set = false; struct rte_kvargs *kvlist = NULL; bool fw_path_set = false; char *fw_path = NULL; @@ -124,6 +128,18 @@ cn10k_mldev_parse_devargs(struct rte_devargs *devargs, struct cn10k_ml_dev *mlde report_dpe_warnings_set = true; } + if (rte_kvargs_count(kvlist, CN10K_ML_DEV_CACHE_MODEL_DATA) == 1) { + ret = rte_kvargs_process(kvlist, CN10K_ML_DEV_CACHE_MODEL_DATA, &parse_integer_arg, + &mldev->cache_model_data); + if (ret < 0) { + plt_err("Error processing arguments, key = %s\n", + CN10K_ML_DEV_CACHE_MODEL_DATA); + ret = -EINVAL; + goto exit; + } + cache_model_data_set = true; + } + check_args: if (!fw_path_set) mldev->fw.path = CN10K_ML_FW_PATH_DEFAULT; @@ -155,6 +171,18 @@ cn10k_mldev_parse_devargs(struct rte_devargs *devargs, struct cn10k_ml_dev *mlde } plt_info("ML: %s = %d", CN10K_ML_FW_REPORT_DPE_WARNINGS, mldev->fw.report_dpe_warnings); + if (!cache_model_data_set) { + mldev->cache_model_data = CN10K_ML_DEV_CACHE_MODEL_DATA_DEFAULT; + } else { + if ((mldev->cache_model_data < 0) || (mldev->cache_model_data > 1)) { + plt_err("Invalid argument, %s = %d\n", CN10K_ML_DEV_CACHE_MODEL_DATA, + mldev->cache_model_data); + ret = -EINVAL; + goto exit; + } + } + plt_info("ML: %s = %d", CN10K_ML_DEV_CACHE_MODEL_DATA, mldev->cache_model_data); + exit: if (kvlist) rte_kvargs_free(kvlist); @@ -694,4 +722,5 @@ RTE_PMD_REGISTER_KMOD_DEP(MLDEV_NAME_CN10K_PMD, "vfio-pci"); RTE_PMD_REGISTER_PARAM_STRING(MLDEV_NAME_CN10K_PMD, CN10K_ML_FW_PATH "=" CN10K_ML_FW_ENABLE_DPE_WARNINGS - "=<0|1>" CN10K_ML_FW_REPORT_DPE_WARNINGS "=<0|1>"); + "=<0|1>" CN10K_ML_FW_REPORT_DPE_WARNINGS + "=<0|1>" CN10K_ML_DEV_CACHE_MODEL_DATA "=<0|1>"); diff --git a/drivers/ml/cnxk/cn10k_ml_dev.h b/drivers/ml/cnxk/cn10k_ml_dev.h index fefbb5072a..59094e767e 100644 --- a/drivers/ml/cnxk/cn10k_ml_dev.h +++ b/drivers/ml/cnxk/cn10k_ml_dev.h @@ -381,6 +381,9 @@ struct cn10k_ml_dev { /* xstats status */ bool xstats_enabled; + + /* Enable / disable model data caching */ + int cache_model_data; }; uint64_t cn10k_ml_fw_flags_get(struct cn10k_ml_fw *fw); diff --git a/drivers/ml/cnxk/cn10k_ml_ops.c b/drivers/ml/cnxk/cn10k_ml_ops.c index 5d29a55e66..a44d77df76 100644 --- a/drivers/ml/cnxk/cn10k_ml_ops.c +++ b/drivers/ml/cnxk/cn10k_ml_ops.c @@ -488,6 +488,49 @@ cn10k_ml_model_xstat_reset(struct rte_ml_dev *dev, uint16_t model_id, } } +static int +cn10k_ml_cache_model_data(struct rte_ml_dev *dev, int16_t model_id) +{ + struct cn10k_ml_model *model; + struct rte_ml_op op; + + char str[RTE_MEMZONE_NAMESIZE]; + const struct plt_memzone *mz; + uint64_t isize = 0; + uint64_t osize = 0; + int ret = 0; + + model = dev->data->models[model_id]; + + /* Create input and output buffers. */ + rte_ml_io_input_size_get(dev->data->dev_id, model_id, model->batch_size, &isize, NULL); + rte_ml_io_output_size_get(dev->data->dev_id, model_id, model->batch_size, &osize, NULL); + + snprintf(str, RTE_MEMZONE_NAMESIZE, "%s_%d", "ml_dummy_io", model_id); + mz = plt_memzone_reserve_aligned(str, isize + osize, 0, ML_CN10K_ALIGN_SIZE); + if (mz == NULL) + return -ENOMEM; + memset(mz->addr, 0, isize + osize); + + op.model_id = model_id; + op.nb_batches = model->batch_size; + op.mempool = NULL; + + op.input.addr = mz->addr; + op.input.length = isize; + op.input.next = NULL; + + op.output.addr = PLT_PTR_ADD(op.input.addr, isize); + op.output.length = osize; + op.output.next = NULL; + + memset(model->req, 0, sizeof(struct cn10k_ml_req)); + ret = cn10k_ml_inference_sync(dev, &op); + plt_memzone_free(mz); + + return ret; +} + static int cn10k_ml_dev_info_get(struct rte_ml_dev *dev, struct rte_ml_dev_info *dev_info) { @@ -1471,6 +1514,13 @@ cn10k_ml_model_start(struct rte_ml_dev *dev, int16_t model_id) } } + if (ret < 0) { /* Call unload to update model and FW state, ignore error */ + rte_ml_model_stop(dev->data->dev_id, model_id); + } else { + if (mldev->cache_model_data && roc_model_is_cn10ka()) + ret = cn10k_ml_cache_model_data(dev, model_id); + } + return ret; } -- 2.17.1