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From: Srikanth Yalavarthi <syalavarthi@marvell.com>
To: Srikanth Yalavarthi <syalavarthi@marvell.com>
Cc: <dev@dpdk.org>, <sshankarnara@marvell.com>, <jerinj@marvell.com>
Subject: [PATCH v1 09/12] app/mldev: enable support for inference batches
Date: Mon, 28 Nov 2022 23:07:43 -0800	[thread overview]
Message-ID: <20221129070746.20396-10-syalavarthi@marvell.com> (raw)
In-Reply-To: <20221129070746.20396-1-syalavarthi@marvell.com>

Enabled support to execute multiple batches of inferences
per each enqueue request. Input and reference for the test
should be appropriately provided for multi-batch run. Number
of batches can be specified through "--batches" option.

Signed-off-by: Srikanth Yalavarthi <syalavarthi@marvell.com>
---
 app/test-mldev/ml_options.c            | 15 ++++++++++++---
 app/test-mldev/ml_options.h            |  2 ++
 app/test-mldev/test_inference_common.c | 22 +++++++++++++---------
 app/test-mldev/test_model_common.c     |  6 ++++++
 app/test-mldev/test_model_common.h     |  1 +
 5 files changed, 34 insertions(+), 12 deletions(-)

diff --git a/app/test-mldev/ml_options.c b/app/test-mldev/ml_options.c
index 27b628c8b3..a27a919a0d 100644
--- a/app/test-mldev/ml_options.c
+++ b/app/test-mldev/ml_options.c
@@ -33,6 +33,7 @@ ml_options_default(struct ml_options *opt)
 	opt->burst_size = 1;
 	opt->queue_pairs = 1;
 	opt->queue_size = 1;
+	opt->batches = 0;
 	opt->debug = false;
 }
 
@@ -176,6 +177,12 @@ ml_parse_queue_size(struct ml_options *opt, const char *arg)
 	return parser_read_uint16(&opt->queue_size, arg);
 }
 
+static int
+ml_parse_batches(struct ml_options *opt, const char *arg)
+{
+	return parser_read_uint16(&opt->batches, arg);
+}
+
 static void
 ml_dump_test_options(const char *testname)
 {
@@ -196,7 +203,8 @@ ml_dump_test_options(const char *testname)
 		       "\t\t--repetitions      : number of inference repetitions\n"
 		       "\t\t--burst_size       : inference burst size\n"
 		       "\t\t--queue_pairs      : number of queue pairs to create\n"
-		       "\t\t--queue_size       : size fo queue-pair\n");
+		       "\t\t--queue_size       : size fo queue-pair\n"
+		       "\t\t--batches          : number of batches of input\n");
 		printf("\n");
 	}
 }
@@ -220,7 +228,8 @@ static struct option lgopts[] = {
 	{ML_TEST, 1, 0, 0},	  {ML_DEVICE_ID, 1, 0, 0},   {ML_SOCKET_ID, 1, 0, 0},
 	{ML_MODELS, 1, 0, 0},	  {ML_FILELIST, 1, 0, 0},    {ML_REPETITIONS, 1, 0, 0},
 	{ML_BURST_SIZE, 1, 0, 0}, {ML_QUEUE_PAIRS, 1, 0, 0}, {ML_QUEUE_SIZE, 1, 0, 0},
-	{ML_DEBUG, 0, 0, 0},	  {ML_HELP, 0, 0, 0},	     {NULL, 0, 0, 0}};
+	{ML_BATCHES, 1, 0, 0},	  {ML_DEBUG, 0, 0, 0},	     {ML_HELP, 0, 0, 0},
+	{NULL, 0, 0, 0}};
 
 static int
 ml_opts_parse_long(int opt_idx, struct ml_options *opt)
@@ -232,7 +241,7 @@ ml_opts_parse_long(int opt_idx, struct ml_options *opt)
 		{ML_SOCKET_ID, ml_parse_socket_id},   {ML_MODELS, ml_parse_models},
 		{ML_FILELIST, ml_parse_filelist},     {ML_REPETITIONS, ml_parse_repetitions},
 		{ML_BURST_SIZE, ml_parse_burst_size}, {ML_QUEUE_PAIRS, ml_parse_queue_pairs},
-		{ML_QUEUE_SIZE, ml_parse_queue_size},
+		{ML_QUEUE_SIZE, ml_parse_queue_size}, {ML_BATCHES, ml_parse_batches},
 	};
 
 	for (i = 0; i < RTE_DIM(parsermap); i++) {
diff --git a/app/test-mldev/ml_options.h b/app/test-mldev/ml_options.h
index 6bfef1b979..d23e842895 100644
--- a/app/test-mldev/ml_options.h
+++ b/app/test-mldev/ml_options.h
@@ -22,6 +22,7 @@
 #define ML_BURST_SIZE  ("burst_size")
 #define ML_QUEUE_PAIRS ("queue_pairs")
 #define ML_QUEUE_SIZE  ("queue_size")
+#define ML_BATCHES     ("batches")
 #define ML_DEBUG       ("debug")
 #define ML_HELP	       ("help")
 
@@ -41,6 +42,7 @@ struct ml_options {
 	uint16_t burst_size;
 	uint16_t queue_pairs;
 	uint16_t queue_size;
+	uint16_t batches;
 	bool debug;
 };
 
diff --git a/app/test-mldev/test_inference_common.c b/app/test-mldev/test_inference_common.c
index a1111d9119..fc7e162514 100644
--- a/app/test-mldev/test_inference_common.c
+++ b/app/test-mldev/test_inference_common.c
@@ -56,7 +56,7 @@ ml_enqueue_single(void *arg)
 		goto retry;
 
 	op->model_id = t->model[fid].id;
-	op->nb_batches = t->model[fid].info.batch_size;
+	op->nb_batches = t->model[fid].nb_batches;
 	op->mempool = t->op_pool;
 
 	op->input.addr = req->input;
@@ -168,7 +168,7 @@ ml_enqueue_burst(void *arg)
 
 	for (i = 0; i < ops_count; i++) {
 		args->enq_ops[i]->model_id = t->model[fid].id;
-		args->enq_ops[i]->nb_batches = t->model[fid].info.batch_size;
+		args->enq_ops[i]->nb_batches = t->model[fid].nb_batches;
 		args->enq_ops[i]->mempool = t->op_pool;
 
 		args->enq_ops[i]->input.addr = args->reqs[i]->input;
@@ -363,6 +363,11 @@ test_inference_opt_dump(struct ml_options *opt)
 	ml_dump("queue_pairs", "%u", opt->queue_pairs);
 	ml_dump("queue_size", "%u", opt->queue_size);
 
+	if (opt->batches == 0)
+		ml_dump("batches", "%u (default)", opt->batches);
+	else
+		ml_dump("batches", "%u", opt->batches);
+
 	ml_dump_begin("filelist");
 	for (i = 0; i < opt->nb_filelist; i++) {
 		ml_dump_list("model", i, opt->filelist[i].model);
@@ -531,8 +536,8 @@ ml_request_initialize(struct rte_mempool *mp, void *opaque, void *obj, unsigned
 	req->niters = 0;
 
 	/* quantize data */
-	rte_ml_io_quantize(t->cmn.opt->dev_id, t->model[t->fid].id,
-			   t->model[t->fid].info.batch_size, t->model[t->fid].input, req->input);
+	rte_ml_io_quantize(t->cmn.opt->dev_id, t->model[t->fid].id, t->model[t->fid].nb_batches,
+			   t->model[t->fid].input, req->input);
 }
 
 int
@@ -550,7 +555,7 @@ ml_inference_iomem_setup(struct ml_test *test, struct ml_options *opt, int16_t f
 	int ret;
 
 	/* get input buffer size */
-	ret = rte_ml_io_input_size_get(opt->dev_id, t->model[fid].id, t->model[fid].info.batch_size,
+	ret = rte_ml_io_input_size_get(opt->dev_id, t->model[fid].id, t->model[fid].nb_batches,
 				       &t->model[fid].inp_qsize, &t->model[fid].inp_dsize);
 	if (ret != 0) {
 		ml_err("Failed to get input size, model : %s\n", opt->filelist[fid].model);
@@ -558,9 +563,8 @@ ml_inference_iomem_setup(struct ml_test *test, struct ml_options *opt, int16_t f
 	}
 
 	/* get output buffer size */
-	ret = rte_ml_io_output_size_get(opt->dev_id, t->model[fid].id,
-					t->model[fid].info.batch_size, &t->model[fid].out_qsize,
-					&t->model[fid].out_dsize);
+	ret = rte_ml_io_output_size_get(opt->dev_id, t->model[fid].id, t->model[fid].nb_batches,
+					&t->model[fid].out_qsize, &t->model[fid].out_dsize);
 	if (ret != 0) {
 		ml_err("Failed to get input size, model : %s\n", opt->filelist[fid].model);
 		return ret;
@@ -705,7 +709,7 @@ ml_request_finish(struct rte_mempool *mp, void *opaque, void *obj, unsigned int
 		return;
 
 	t->nb_used++;
-	rte_ml_io_dequantize(t->cmn.opt->dev_id, model->id, t->model[req->fid].info.batch_size,
+	rte_ml_io_dequantize(t->cmn.opt->dev_id, model->id, t->model[req->fid].nb_batches,
 			     req->output, model->output);
 }
 
diff --git a/app/test-mldev/test_model_common.c b/app/test-mldev/test_model_common.c
index 5368be17fe..51260c0789 100644
--- a/app/test-mldev/test_model_common.c
+++ b/app/test-mldev/test_model_common.c
@@ -75,6 +75,12 @@ ml_model_load(struct ml_test *test, struct ml_options *opt, struct ml_model *mod
 		return ret;
 	}
 
+	/* Update number of batches */
+	if (opt->batches == 0)
+		model->nb_batches = model->info.batch_size;
+	else
+		model->nb_batches = opt->batches;
+
 	model->state = MODEL_LOADED;
 
 	return 0;
diff --git a/app/test-mldev/test_model_common.h b/app/test-mldev/test_model_common.h
index c45ae80853..dfbf568f0b 100644
--- a/app/test-mldev/test_model_common.h
+++ b/app/test-mldev/test_model_common.h
@@ -33,6 +33,7 @@ struct ml_model {
 	uint8_t *output;
 
 	struct rte_mempool *io_pool;
+	uint32_t nb_batches;
 };
 
 int ml_model_load(struct ml_test *test, struct ml_options *opt, struct ml_model *model,
-- 
2.17.1


  parent reply	other threads:[~2022-11-29  7:08 UTC|newest]

Thread overview: 123+ messages / expand[flat|nested]  mbox.gz  Atom feed  top
2022-11-29  7:07 [PATCH v1 00/12] implement mldev test application Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 01/12] app/mldev: implement test framework for mldev Srikanth Yalavarthi
2022-11-29  8:20   ` [PATCH v2 " Srikanth Yalavarthi
2022-11-29  8:20     ` [PATCH v2 02/12] app/mldev: add common test functions Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 03/12] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 04/12] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 05/12] app/mldev: add ordered inference test case Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 06/12] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 07/12] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 08/12] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 10/12] app/mldev: enable support for inference validation Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 11/12] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2022-11-29  8:21     ` [PATCH v2 12/12] app/mldev: add documentation for mldev test cases Srikanth Yalavarthi
2022-12-08 19:29     ` [PATCH v3 01/12] app/mldev: implement test framework for mldev Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 02/12] app/mldev: add common test functions Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 03/12] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 04/12] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 05/12] app/mldev: add ordered inference test case Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 06/12] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 07/12] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 08/12] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 10/12] app/mldev: enable support for inference validation Srikanth Yalavarthi
2022-12-08 19:29       ` [PATCH v3 11/12] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2023-02-03  9:49         ` Anup Prabhu
2022-12-08 19:29       ` [PATCH v3 12/12] app/mldev: add documentation for mldev test cases Srikanth Yalavarthi
2023-02-02 12:39         ` Anup Prabhu
2022-11-29  7:07 ` [PATCH v1 02/12] app/mldev: add common test functions Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 03/12] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 04/12] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 05/12] app/mldev: add ordered inference test case Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 06/12] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 07/12] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 08/12] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2022-11-29  7:07 ` Srikanth Yalavarthi [this message]
2022-11-29  7:07 ` [PATCH v1 10/12] app/mldev: enable support for inference validation Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 11/12] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2022-11-29  7:07 ` [PATCH v1 12/12] app/mldev: add documentation for mldev test cases Srikanth Yalavarthi
2023-02-07 15:49 ` [PATCH v4 00/12] Implementation of mldev test application Srikanth Yalavarthi
2023-02-07 15:49   ` [PATCH v4 01/12] app/mldev: implement test framework for mldev Srikanth Yalavarthi
2023-02-14  4:55     ` Shivah Shankar Shankar Narayan Rao
2023-03-03  8:15     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 02/12] app/mldev: add common test functions Srikanth Yalavarthi
2023-02-23  9:03     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 03/12] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2023-03-01  5:35     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 04/12] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2023-03-02  2:58     ` Anup Prabhu
2023-03-09 18:42     ` Thomas Monjalon
2023-03-10  2:55       ` [EXT] " Srikanth Yalavarthi
2023-02-07 15:49   ` [PATCH v4 05/12] app/mldev: add ordered inference test case Srikanth Yalavarthi
2023-02-27  6:11     ` Anup Prabhu
2023-03-09 20:06     ` Thomas Monjalon
2023-03-10  8:13       ` [EXT] " Srikanth Yalavarthi
2023-02-07 15:49   ` [PATCH v4 06/12] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2023-02-20  6:31     ` Anup Prabhu
2023-03-09 20:15     ` Thomas Monjalon
2023-03-10  8:14       ` [EXT] " Srikanth Yalavarthi
2023-02-07 15:49   ` [PATCH v4 07/12] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2023-02-20 10:11     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 08/12] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2023-03-02  8:15     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi
2023-02-27  3:46     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 10/12] app/mldev: enable support for inference validation Srikanth Yalavarthi
2023-02-16 12:23     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 11/12] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2023-02-16  4:21     ` Anup Prabhu
2023-02-07 15:49   ` [PATCH v4 12/12] app/mldev: add documentation for mldev test cases Srikanth Yalavarthi
2023-02-15 12:26     ` Shivah Shankar Shankar Narayan Rao
2023-03-03  6:07     ` Anup Prabhu
2023-03-10  8:09 ` [PATCH v5 00/12] Implementation of mldev test application Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 01/12] app/mldev: implement test framework for mldev Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 02/12] app/mldev: add common test functions Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 03/12] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 04/12] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 05/12] app/mldev: add ordered inference test case Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 06/12] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 07/12] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 08/12] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 10/12] app/mldev: enable support for inference validation Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 11/12] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2023-03-10  8:09   ` [PATCH v5 12/12] app/mldev: add documentation for mldev test cases Srikanth Yalavarthi
2023-03-11 15:08 ` [PATCH v6 00/12] Implementation of mldev test application Srikanth Yalavarthi
2023-03-11 15:08   ` [PATCH v6 01/12] app/mldev: implement test framework for mldev Srikanth Yalavarthi
2023-03-11 15:08   ` [PATCH v6 02/12] app/mldev: add common test functions Srikanth Yalavarthi
2023-03-11 15:08   ` [PATCH v6 03/12] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2023-03-11 15:08   ` [PATCH v6 04/12] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2023-03-11 15:08   ` [PATCH v6 05/12] app/mldev: add ordered inference test case Srikanth Yalavarthi
2023-03-16 17:45     ` Thomas Monjalon
2023-03-16 17:47       ` [EXT] " Srikanth Yalavarthi
2023-03-16 18:01         ` Thomas Monjalon
2023-03-16 21:31           ` Srikanth Yalavarthi
2023-03-11 15:08   ` [PATCH v6 06/12] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2023-03-11 15:09   ` [PATCH v6 07/12] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2023-03-11 15:09   ` [PATCH v6 08/12] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2023-03-11 15:09   ` [PATCH v6 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi
2023-03-16 17:47     ` Thomas Monjalon
2023-03-16 17:52       ` [EXT] " Srikanth Yalavarthi
2023-03-11 15:09   ` [PATCH v6 10/12] app/mldev: enable support for inference validation Srikanth Yalavarthi
2023-03-11 15:09   ` [PATCH v6 11/12] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2023-03-11 15:09   ` [PATCH v6 12/12] app/mldev: add documentation for mldev test cases Srikanth Yalavarthi
2023-03-16 17:50     ` Thomas Monjalon
2023-03-16 17:56       ` [EXT] " Srikanth Yalavarthi
2023-03-16 18:03         ` Thomas Monjalon
2023-03-16 18:07           ` Srikanth Yalavarthi
2023-03-16 21:32             ` Srikanth Yalavarthi
2023-03-16 21:14 ` [PATCH v7 00/11] Implementation of mldev test application Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 01/11] app/mldev: implement test framework for mldev Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 02/11] app/mldev: add common test functions Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 03/11] app/mldev: add test case to validate device ops Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 04/11] app/mldev: add test case to validate model ops Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 05/11] app/mldev: add ordered inference test case Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 06/11] app/mldev: add test case to interleave inferences Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 07/11] app/mldev: enable support for burst inferences Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 08/11] app/mldev: enable support for queue pairs and size Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 09/11] app/mldev: enable support for inference batches Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 10/11] app/mldev: enable support for inference validation Srikanth Yalavarthi
2023-03-16 21:14   ` [PATCH v7 11/11] app/mldev: enable reporting stats in mldev app Srikanth Yalavarthi
2023-03-19 22:08   ` [PATCH v7 00/11] Implementation of mldev test application Thomas Monjalon
  -- strict thread matches above, loose matches on Subject: below --
2022-11-29  6:50 [PATCH v1 00/12] *** implement mldev test application *** Srikanth Yalavarthi
2022-11-29  6:50 ` [PATCH v1 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi

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