From patchwork Wed Oct 18 13:53:45 2023 Content-Type: text/plain; charset="utf-8" MIME-Version: 1.0 Content-Transfer-Encoding: 7bit X-Patchwork-Submitter: Srikanth Yalavarthi X-Patchwork-Id: 279 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 765344319A; Wed, 18 Oct 2023 15:54:34 +0200 (CEST) Received: from mails.dpdk.org (localhost [127.0.0.1]) by mails.dpdk.org (Postfix) with ESMTP id EBEB7402CD; Wed, 18 Oct 2023 15:54:33 +0200 (CEST) Received: from mx0b-0016f401.pphosted.com (mx0a-0016f401.pphosted.com [67.231.148.174]) by mails.dpdk.org (Postfix) with ESMTP id 0F15440261 for ; Wed, 18 Oct 2023 15:54:32 +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 39I7okBp009779 for ; Wed, 18 Oct 2023 06:54:31 -0700 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-transfer-encoding : content-type; s=pfpt0220; bh=SWVadOuBLFsB3QWKgWS31kAkKJ0Qc1atCpJkSh69IW4=; b=ZIT2bR5obPEeoV+VBHBE2CfJZ8TipvlqeXbINjHrETebZhhZHKzJAfKvNtRZFd63qFgG UTAeucr/cZAVXklFwOruPXOjSuu+KgFTFYzzTLUrkpxWHyVsQk6M+6Uhyi3IkChfvv8B cDY5FQ8Xoj3KlO8cI+ZVaCoAJLc1/3EuLTsWmFgNRZW1meDMSd7tqcpLXVW9uQhICYRd epfb1gVHqVCt6qHsXEJA57Y6DO8xN8Jv7D9w3HDn00QecbiIgYtU+mMDOzIoIOnP5Ph3 S87bdU+GiJn3wlTWTT4HFVEj4wcCUTflq3ilkuY67koUWRis3PIGCBcCf7ymSQ9npxoz MQ== Received: from dc5-exch02.marvell.com ([199.233.59.182]) by mx0a-0016f401.pphosted.com (PPS) with ESMTPS id 3tt148348f-1 (version=TLSv1.2 cipher=ECDHE-RSA-AES256-SHA384 bits=256 verify=NOT) for ; Wed, 18 Oct 2023 06:54:31 -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, 18 Oct 2023 06:54:30 -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, 18 Oct 2023 06:54:30 -0700 Received: from ml-host-33.caveonetworks.com (unknown [10.110.143.233]) by maili.marvell.com (Postfix) with ESMTP id 8AEB33F7048; Wed, 18 Oct 2023 06:54:29 -0700 (PDT) From: Srikanth Yalavarthi To: CC: , , , , Subject: [PATCH v6 00/34] Implementation of revised ml/cnxk driver Date: Wed, 18 Oct 2023 06:53:45 -0700 Message-ID: <20231018135423.14111-1-syalavarthi@marvell.com> X-Mailer: git-send-email 2.42.0 In-Reply-To: <20230830155927.3566-1-syalavarthi@marvell.com> References: <20230830155927.3566-1-syalavarthi@marvell.com> MIME-Version: 1.0 X-Proofpoint-GUID: vTSHVu9Fcb3Mp1Vhov7_i0luLvLmyCCQ X-Proofpoint-ORIG-GUID: vTSHVu9Fcb3Mp1Vhov7_i0luLvLmyCCQ X-Proofpoint-Virus-Version: vendor=baseguard engine=ICAP:2.0.272,Aquarius:18.0.980,Hydra:6.0.619,FMLib:17.11.176.26 definitions=2023-10-18_12,2023-10-18_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. v6: - Added depends info for series. This series depends on patch-132887 - Fix merge conflicts with dpdk-23.11-rc1 - Fix issues with ml/cnxk driver release notes - Added build dependency information for dlpack headers v5: - Fix build failures for individual patches in the series - Finished build testing with devtools/test-meson-builds.sh script v4: - Squashed release notes - Updated external build dependency info in documentation v3: - Reduced use of RTE_MLDEV_CNXK_ENABLE_MVTVM macro - Added stubs file with dummy functions to use when TVM is disabled - Dropped patch with internal function to read firmware - Updated ML CNXK PMD documentation - Added external library dependency info in documentation - Added release notes for 23.11 v2: - Fix xstats reporting - Fix issues reported by klocwork static analysis tool - Update external header inclusions v1: - Initial changes Anup Prabhu (2): ml/cnxk: enable OCM check for multilayer TVM model 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 (30): ml/cnxk: drop support for register polling 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 | 131 +- doc/guides/rel_notes/release_23_11.rst | 3 + drivers/ml/cnxk/cn10k_ml_dev.c | 416 ++-- drivers/ml/cnxk/cn10k_ml_dev.h | 457 +--- drivers/ml/cnxk/cn10k_ml_model.c | 401 ++-- drivers/ml/cnxk/cn10k_ml_model.h | 151 +- drivers/ml/cnxk/cn10k_ml_ocm.c | 111 +- drivers/ml/cnxk/cn10k_ml_ocm.h | 15 +- drivers/ml/cnxk/cn10k_ml_ops.c | 2828 ++++++++---------------- drivers/ml/cnxk/cn10k_ml_ops.h | 358 ++- 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 | 94 + drivers/ml/cnxk/cnxk_ml_model.h | 192 ++ drivers/ml/cnxk/cnxk_ml_ops.c | 1690 ++++++++++++++ drivers/ml/cnxk/cnxk_ml_ops.h | 87 + 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 | 73 + drivers/ml/cnxk/mvtvm_ml_dev.c | 196 ++ drivers/ml/cnxk/mvtvm_ml_dev.h | 40 + drivers/ml/cnxk/mvtvm_ml_model.c | 392 ++++ drivers/ml/cnxk/mvtvm_ml_model.h | 90 + drivers/ml/cnxk/mvtvm_ml_ops.c | 652 ++++++ drivers/ml/cnxk/mvtvm_ml_ops.h | 82 + drivers/ml/cnxk/mvtvm_ml_stubs.c | 141 ++ drivers/ml/cnxk/mvtvm_ml_stubs.h | 36 + 30 files changed, 6186 insertions(+), 2959 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 create mode 100644 drivers/ml/cnxk/mvtvm_ml_stubs.c create mode 100644 drivers/ml/cnxk/mvtvm_ml_stubs.h