From patchwork Wed Aug 30 15:58:50 2023 Content-Type: text/plain; charset="utf-8" MIME-Version: 1.0 Content-Transfer-Encoding: 7bit X-Patchwork-Submitter: Srikanth Yalavarthi X-Patchwork-Id: 96 Return-Path: X-Original-To: patchwork@inbox.dpdk.org Delivered-To: patchwork@inbox.dpdk.org Received: from mails.dpdk.org (mails.dpdk.org [217.70.189.124]) by inbox.dpdk.org (Postfix) with ESMTP id 7DEEA41FD0; Wed, 30 Aug 2023 17:59:35 +0200 (CEST) Received: from mails.dpdk.org (localhost [127.0.0.1]) by mails.dpdk.org (Postfix) with ESMTP id 3EC0840289; Wed, 30 Aug 2023 17:59:35 +0200 (CEST) Received: from mx0b-0016f401.pphosted.com (mx0a-0016f401.pphosted.com [67.231.148.174]) by mails.dpdk.org (Postfix) with ESMTP id 75BC74027D for ; Wed, 30 Aug 2023 17:59:34 +0200 (CEST) Received: from pps.filterd (m0045849.ppops.net [127.0.0.1]) by mx0a-0016f401.pphosted.com (8.17.1.19/8.17.1.19) with ESMTP id 37U6P7ov004368 for ; Wed, 30 Aug 2023 08:59:33 -0700 DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=marvell.com; h=from : to : cc : subject : date : message-id : mime-version : content-transfer-encoding : content-type; s=pfpt0220; bh=tVxe8i1wUym5/v6fIk4iXQIH37KrrjPl0DhBC0WoR6s=; b=OqdJI6MN7o7+qWLd0ZKeM+9MqexS8AvOLTu1gJuyKx0daGcg/0nL+fWNv2/e8+/MK49k jmbh8Ui+TxIoWv1aXAfYmLDtEED7cO5pIC74VBADlpjS7EWF0wztgXxDHZdvUsLNTAas z7hZMmwmGz2e7xp5fy+nDfF0djqlB3kcjKOEypAVcvouQg2g4EFAnPVEvxzD8BfPeNoZ hNyHNjyNXTCvR6XYaZklK4jjcIhJ/F2sUe8u0dzH1pJ3f8xUMvJL/MOEzDrLMq8iZ42Q No9g/97W/1OmvIq016oc+ijheNfF7o+GwMw86NycD+LltH/yTZFpSRJ6DxU9zJHl7K9p 5g== Received: from dc5-exch02.marvell.com ([199.233.59.182]) by mx0a-0016f401.pphosted.com (PPS) with ESMTPS id 3st0fysst5-1 (version=TLSv1.2 cipher=ECDHE-RSA-AES256-SHA384 bits=256 verify=NOT) for ; Wed, 30 Aug 2023 08:59:33 -0700 Received: from DC5-EXCH02.marvell.com (10.69.176.39) by DC5-EXCH02.marvell.com (10.69.176.39) with Microsoft SMTP Server (TLS) id 15.0.1497.48; Wed, 30 Aug 2023 08:59:31 -0700 Received: from maili.marvell.com (10.69.176.80) by DC5-EXCH02.marvell.com (10.69.176.39) with Microsoft SMTP Server id 15.0.1497.48 via Frontend Transport; Wed, 30 Aug 2023 08:59:31 -0700 Received: from ml-host-33.caveonetworks.com (unknown [10.110.143.233]) by maili.marvell.com (Postfix) with ESMTP id 93BA33F707D; Wed, 30 Aug 2023 08:59:31 -0700 (PDT) From: Srikanth Yalavarthi To: CC: , , , , Subject: [PATCH v1 00/34] Implemenation of revised ml/cnxk driver Date: Wed, 30 Aug 2023 08:58:50 -0700 Message-ID: <20230830155927.3566-1-syalavarthi@marvell.com> X-Mailer: git-send-email 2.41.0 MIME-Version: 1.0 X-Proofpoint-GUID: oeS8N4rIOk_GBPbW4fu-MeNi0RxGMGvw X-Proofpoint-ORIG-GUID: oeS8N4rIOk_GBPbW4fu-MeNi0RxGMGvw X-Proofpoint-Virus-Version: vendor=baseguard engine=ICAP:2.0.267,Aquarius:18.0.957,Hydra:6.0.601,FMLib:17.11.176.26 definitions=2023-08-30_12,2023-08-29_01,2023-05-22_02 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 This patch series is an implementation of revised ml/cnxk driver to support models compiled with TVM compiler framework. TVM models use a hybrid mode for execution, with regions of the model executing on the ML accelerator and the rest executing on CPU cores. This series of commits reorganizes the ml/cnxk driver and adds support to execute multiple regions with-in a TVM model. Anup Prabhu (1): ml/cnxk: enable fast-path ops for TVM models Prince Takkar (2): ml/cnxk: update internal TVM model info structure ml/cnxk: support quantize and dequantize callback Srikanth Yalavarthi (31): ml/cnxk: drop support for register polling ml/cnxk: drop use of RTE API for firmware read ml/cnxk: add generic cnxk device structure ml/cnxk: add generic model and layer structures ml/cnxk: add generic cnxk request structure ml/cnxk: add generic cnxk xstats structures ml/cnxk: rename cnxk ops function pointers struct ml/cnxk: update device handling functions ml/cnxk: update queue-pair handling functions ml/cnxk: update model load and unload functions ml/cnxk: update model start and stop functions ml/cnxk: update model utility functions ml/cnxk: update data quantization functions ml/cnxk: update device debug functions ml/cnxk: update device stats functions ml/cnxk: update device and model xstats functions ml/cnxk: update fast path functions ml/cnxk: move error handling to cnxk layer ml/cnxk: support config and close of tvmdp library ml/cnxk: add structures to support TVM model type ml/cnxk: add support for identify model type ml/cnxk: add support to parse TVM model objects ml/cnxk: fetch layer info and load TVM model ml/cnxk: update internal info for TVM model ml/cnxk: enable model unload in tvmdp library ml/cnxk: support start and stop for TVM models ml/cnxk: support device dump for TVM models ml/cnxk: enable reporting model runtime as xstats ml/cnxk: implement I/O alloc and free callbacks ml/cnxk: add generic ML malloc and free callback ml/cnxk: enable creation of mvtvm virtual device doc/guides/mldevs/cnxk.rst | 16 - drivers/ml/cnxk/cn10k_ml_dev.c | 477 ++--- drivers/ml/cnxk/cn10k_ml_dev.h | 457 +---- drivers/ml/cnxk/cn10k_ml_model.c | 383 ++-- drivers/ml/cnxk/cn10k_ml_model.h | 148 +- drivers/ml/cnxk/cn10k_ml_ocm.c | 106 +- drivers/ml/cnxk/cn10k_ml_ocm.h | 15 +- drivers/ml/cnxk/cn10k_ml_ops.c | 2915 ++++++++++-------------------- drivers/ml/cnxk/cn10k_ml_ops.h | 351 +++- drivers/ml/cnxk/cnxk_ml_dev.c | 22 + drivers/ml/cnxk/cnxk_ml_dev.h | 120 ++ drivers/ml/cnxk/cnxk_ml_io.c | 95 + drivers/ml/cnxk/cnxk_ml_io.h | 88 + drivers/ml/cnxk/cnxk_ml_model.c | 143 ++ drivers/ml/cnxk/cnxk_ml_model.h | 187 ++ drivers/ml/cnxk/cnxk_ml_ops.c | 1771 ++++++++++++++++++ drivers/ml/cnxk/cnxk_ml_ops.h | 85 + drivers/ml/cnxk/cnxk_ml_utils.c | 15 + drivers/ml/cnxk/cnxk_ml_utils.h | 17 + drivers/ml/cnxk/cnxk_ml_xstats.h | 152 ++ drivers/ml/cnxk/meson.build | 70 + drivers/ml/cnxk/mvtvm_ml_dev.c | 198 ++ drivers/ml/cnxk/mvtvm_ml_dev.h | 40 + drivers/ml/cnxk/mvtvm_ml_model.c | 322 ++++ drivers/ml/cnxk/mvtvm_ml_model.h | 88 + drivers/ml/cnxk/mvtvm_ml_ops.c | 583 ++++++ drivers/ml/cnxk/mvtvm_ml_ops.h | 72 + 27 files changed, 5945 insertions(+), 2991 deletions(-) create mode 100644 drivers/ml/cnxk/cnxk_ml_dev.c create mode 100644 drivers/ml/cnxk/cnxk_ml_dev.h create mode 100644 drivers/ml/cnxk/cnxk_ml_io.c create mode 100644 drivers/ml/cnxk/cnxk_ml_io.h create mode 100644 drivers/ml/cnxk/cnxk_ml_model.c create mode 100644 drivers/ml/cnxk/cnxk_ml_model.h create mode 100644 drivers/ml/cnxk/cnxk_ml_ops.c create mode 100644 drivers/ml/cnxk/cnxk_ml_ops.h create mode 100644 drivers/ml/cnxk/cnxk_ml_utils.c create mode 100644 drivers/ml/cnxk/cnxk_ml_utils.h create mode 100644 drivers/ml/cnxk/cnxk_ml_xstats.h create mode 100644 drivers/ml/cnxk/mvtvm_ml_dev.c create mode 100644 drivers/ml/cnxk/mvtvm_ml_dev.h create mode 100644 drivers/ml/cnxk/mvtvm_ml_model.c create mode 100644 drivers/ml/cnxk/mvtvm_ml_model.h create mode 100644 drivers/ml/cnxk/mvtvm_ml_ops.c create mode 100644 drivers/ml/cnxk/mvtvm_ml_ops.h