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 CA4D5425E4; Wed, 20 Sep 2023 09:28:30 +0200 (CEST) Received: from mails.dpdk.org (localhost [127.0.0.1]) by mails.dpdk.org (Postfix) with ESMTP id 9ED0A42DA6; Wed, 20 Sep 2023 09:26:07 +0200 (CEST) Received: from mx0b-0016f401.pphosted.com (mx0b-0016f401.pphosted.com [67.231.156.173]) by mails.dpdk.org (Postfix) with ESMTP id 318FE410ED for ; Wed, 20 Sep 2023 09:25:43 +0200 (CEST) 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 38K7JQqN009223 for ; Wed, 20 Sep 2023 00:25:42 -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=10sRohSzQY7i22s+LaNCOqBhXGn00Qca66KL0nDE2Dw=; b=RXF+7uriN3zkIAPx+Kzh+dITmBfZxV1YwqG6maUvZAmpivREbiG1xmqhixjhnrxyvyMs greumTq0lubQxfN3kZl6tgGKkf4YNeS9jbn/RKtOOF2cg3tPSDOSth+Xw2Y8a3/CfAlz jARNm4cNwZhiQnQP87PkeBBgIc9GaEQloSY82du4LnGwzaxhIWDTvAd24pXatigQnPMs JliCeCdkqgFppp0G7rQk232Rew2cLTdMUvM65uWNyGtvDkK1nRvXzk8nNT/iua2ay5iY kf8tMoG96foninhXb8yN2cvzXAN470yuFf5iV/lHIabY40jPOuVJ8MDg76cufCTPZVgx ow== Received: from dc5-exch01.marvell.com ([199.233.59.181]) by mx0b-0016f401.pphosted.com (PPS) with ESMTPS id 3t7htasym8-2 (version=TLSv1.2 cipher=ECDHE-RSA-AES256-SHA384 bits=256 verify=NOT) for ; Wed, 20 Sep 2023 00:25:42 -0700 Received: from DC5-EXCH02.marvell.com (10.69.176.39) by DC5-EXCH01.marvell.com (10.69.176.38) with Microsoft SMTP Server (TLS) id 15.0.1497.48; Wed, 20 Sep 2023 00:25:40 -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, 20 Sep 2023 00:25:40 -0700 Received: from ml-host-33.caveonetworks.com (unknown [10.110.143.233]) by maili.marvell.com (Postfix) with ESMTP id E8D385B6928; Wed, 20 Sep 2023 00:25:39 -0700 (PDT) From: Srikanth Yalavarthi To: Srikanth Yalavarthi CC: , , , Subject: [PATCH v2 24/34] ml/cnxk: update internal info for TVM model Date: Wed, 20 Sep 2023 00:25:15 -0700 Message-ID: <20230920072528.14185-25-syalavarthi@marvell.com> X-Mailer: git-send-email 2.41.0 In-Reply-To: <20230920072528.14185-1-syalavarthi@marvell.com> References: <20230830155927.3566-1-syalavarthi@marvell.com> <20230920072528.14185-1-syalavarthi@marvell.com> MIME-Version: 1.0 Content-Transfer-Encoding: 8bit Content-Type: text/plain X-Proofpoint-ORIG-GUID: 8XRpyzE9tAwbt-sovVC8-D2VPjRmO7dC X-Proofpoint-GUID: 8XRpyzE9tAwbt-sovVC8-D2VPjRmO7dC X-Proofpoint-Virus-Version: vendor=baseguard engine=ICAP:2.0.267,Aquarius:18.0.980,Hydra:6.0.601,FMLib:17.11.176.26 definitions=2023-09-20_02,2023-09-19_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 Enabled updating internal IO info structures for TVM model. Compute static fields related to the model I/O. Signed-off-by: Srikanth Yalavarthi --- drivers/ml/cnxk/mvtvm_ml_model.c | 105 +++++++++++++++++++++++++++++++ drivers/ml/cnxk/mvtvm_ml_model.h | 1 + drivers/ml/cnxk/mvtvm_ml_ops.c | 3 + 3 files changed, 109 insertions(+) diff --git a/drivers/ml/cnxk/mvtvm_ml_model.c b/drivers/ml/cnxk/mvtvm_ml_model.c index 425a682209..86f465a645 100644 --- a/drivers/ml/cnxk/mvtvm_ml_model.c +++ b/drivers/ml/cnxk/mvtvm_ml_model.c @@ -7,10 +7,14 @@ #include +#include + #include #include "mvtvm_ml_model.h" +#include "cnxk_ml_model.h" + /* Objects list */ char mvtvm_object_list[ML_MVTVM_MODEL_OBJECT_MAX][RTE_ML_STR_MAX] = {"mod.so", "mod.json", "mod.params"}; @@ -71,3 +75,104 @@ mvtvm_ml_model_blob_parse(struct rte_ml_model_params *params, struct mvtvm_ml_mo return -EINVAL; } + +static enum rte_ml_io_type +mvtvm_ml_io_type_map(uint8_t type) +{ + switch (type) { + case kDLInt: + return RTE_ML_IO_TYPE_INT32; + case kDLUInt: + return RTE_ML_IO_TYPE_UINT32; + case kDLFloat: + return RTE_ML_IO_TYPE_FP32; + case kDLBfloat: + return RTE_ML_IO_TYPE_BFLOAT16; + } + + return RTE_ML_IO_TYPE_UNKNOWN; +} + +void +mvtvm_ml_model_io_info_update(struct cnxk_ml_model *model) +{ + struct tvmdp_model_metadata *metadata; + int32_t i; + int32_t j; + + if (model->subtype == ML_CNXK_MODEL_SUBTYPE_TVM_MRVL) + goto tvm_mrvl_model; + + metadata = &model->mvtvm.metadata; + + /* Inputs, set for layer_id = 0 */ + model->mvtvm.info.nb_inputs = metadata->model.num_input; + model->mvtvm.info.total_input_sz_d = 0; + model->mvtvm.info.total_input_sz_q = 0; + for (i = 0; i < metadata->model.num_input; i++) { + strncpy(model->mvtvm.info.input[i].name, metadata->input[i].name, + TVMDP_NAME_STRLEN); + model->mvtvm.info.input[i].dtype = + mvtvm_ml_io_type_map(metadata->input[i].datatype.code); + model->mvtvm.info.input[i].qtype = + mvtvm_ml_io_type_map(metadata->input[i].model_datatype.code); + model->mvtvm.info.input[i].nb_dims = metadata->input[i].ndim; + + model->mvtvm.info.input[i].nb_elements = 1; + for (j = 0; j < metadata->input[i].ndim; j++) { + model->mvtvm.info.input[i].shape[j] = metadata->input[i].shape[j]; + model->mvtvm.info.input[i].nb_elements *= metadata->input[i].shape[j]; + } + + model->mvtvm.info.input[i].sz_d = + model->mvtvm.info.input[i].nb_elements * + rte_ml_io_type_size_get(model->mvtvm.info.input[i].dtype); + model->mvtvm.info.input[i].sz_q = + model->mvtvm.info.input[i].nb_elements * + rte_ml_io_type_size_get(model->mvtvm.info.input[i].qtype); + + model->mvtvm.info.total_input_sz_d += model->mvtvm.info.input[i].sz_d; + model->mvtvm.info.total_input_sz_q += model->mvtvm.info.input[i].sz_q; + + plt_ml_dbg("model_id = %u, input[%u] - sz_d = %u sz_q = %u", model->model_id, i, + model->mvtvm.info.input[i].sz_d, model->mvtvm.info.input[i].sz_q); + } + + /* Outputs, set for nb_layers - 1 */ + model->mvtvm.info.nb_outputs = metadata->model.num_output; + model->mvtvm.info.total_output_sz_d = 0; + model->mvtvm.info.total_output_sz_q = 0; + for (i = 0; i < metadata->model.num_output; i++) { + strncpy(model->mvtvm.info.output[i].name, metadata->output[i].name, + TVMDP_NAME_STRLEN); + model->mvtvm.info.output[i].dtype = + mvtvm_ml_io_type_map(metadata->output[i].datatype.code); + model->mvtvm.info.output[i].qtype = + mvtvm_ml_io_type_map(metadata->output[i].model_datatype.code); + model->mvtvm.info.output[i].nb_dims = metadata->output[i].ndim; + + model->mvtvm.info.output[i].nb_elements = 1; + for (j = 0; j < metadata->output[i].ndim; j++) { + model->mvtvm.info.output[i].shape[j] = metadata->output[i].shape[j]; + model->mvtvm.info.output[i].nb_elements *= metadata->output[i].shape[j]; + } + + model->mvtvm.info.output[i].sz_d = + model->mvtvm.info.output[i].nb_elements * + rte_ml_io_type_size_get(model->mvtvm.info.output[i].dtype); + model->mvtvm.info.output[i].sz_q = + model->mvtvm.info.output[i].nb_elements * + rte_ml_io_type_size_get(model->mvtvm.info.output[i].qtype); + + model->mvtvm.info.total_output_sz_d += model->mvtvm.info.output[i].sz_d; + model->mvtvm.info.total_output_sz_q += model->mvtvm.info.output[i].sz_q; + + plt_ml_dbg("model_id = %u, output[%u] - sz_d = %u sz_q = %u", model->model_id, i, + model->mvtvm.info.output[i].sz_d, model->mvtvm.info.output[i].sz_q); + } + + return; + +tvm_mrvl_model: + cn10k_ml_layer_io_info_update(&model->mvtvm.info, &model->layer[0].glow.metadata); +} diff --git a/drivers/ml/cnxk/mvtvm_ml_model.h b/drivers/ml/cnxk/mvtvm_ml_model.h index 6c38217c15..2b25a7b568 100644 --- a/drivers/ml/cnxk/mvtvm_ml_model.h +++ b/drivers/ml/cnxk/mvtvm_ml_model.h @@ -47,5 +47,6 @@ struct mvtvm_ml_model_data { int mvtvm_ml_model_blob_parse(struct rte_ml_model_params *params, struct mvtvm_ml_model_object *object); +void mvtvm_ml_model_io_info_update(struct cnxk_ml_model *model); #endif /* _MVTVM_ML_MODEL_H_ */ diff --git a/drivers/ml/cnxk/mvtvm_ml_ops.c b/drivers/ml/cnxk/mvtvm_ml_ops.c index d9ec411385..1d585a57ff 100644 --- a/drivers/ml/cnxk/mvtvm_ml_ops.c +++ b/drivers/ml/cnxk/mvtvm_ml_ops.c @@ -179,6 +179,9 @@ mvtvm_ml_model_load(struct cnxk_ml_dev *cnxk_mldev, struct rte_ml_model_params * goto error; } + /* Update model I/O data */ + mvtvm_ml_model_io_info_update(model); + return 0; error: -- 2.41.0