From: Srikanth Yalavarthi <syalavarthi@marvell.com>
To: Srikanth Yalavarthi <syalavarthi@marvell.com>
Cc: <dev@dpdk.org>, <sshankarnara@marvell.com>, <jerinj@marvell.com>,
<aprabhu@marvell.com>, <ptakkar@marvell.com>,
<pshukla@marvell.com>
Subject: [PATCH v7 06/11] app/mldev: add test case to interleave inferences
Date: Thu, 16 Mar 2023 14:14:29 -0700 [thread overview]
Message-ID: <20230316211434.13409-7-syalavarthi@marvell.com> (raw)
In-Reply-To: <20230316211434.13409-1-syalavarthi@marvell.com>
Added test case to interleave inference requests from multiple
models. Interleaving would load and start all models and launch
inference requests for the models using available queue-pairs
Operations sequence when testing with N models and R reps,
(load + start) x N -> (enqueue + dequeue) x N x R ...
-> (stop + unload) x N
Test can be executed by selecting "inference_interleave" test.
Signed-off-by: Srikanth Yalavarthi <syalavarthi@marvell.com>
Acked-by: Anup Prabhu <aprabhu@marvell.com>
---
app/test-mldev/meson.build | 1 +
app/test-mldev/ml_options.c | 3 +-
app/test-mldev/test_inference_interleave.c | 114 +++
.../tools/img/mldev_inference_interleave.svg | 669 ++++++++++++++++++
doc/guides/tools/testmldev.rst | 41 ++
5 files changed, 827 insertions(+), 1 deletion(-)
create mode 100644 app/test-mldev/test_inference_interleave.c
create mode 100644 doc/guides/tools/img/mldev_inference_interleave.svg
diff --git a/app/test-mldev/meson.build b/app/test-mldev/meson.build
index 475d76d126..41d22fb22c 100644
--- a/app/test-mldev/meson.build
+++ b/app/test-mldev/meson.build
@@ -18,6 +18,7 @@ sources = files(
'test_model_ops.c',
'test_inference_common.c',
'test_inference_ordered.c',
+ 'test_inference_interleave.c',
)
deps += ['mldev']
diff --git a/app/test-mldev/ml_options.c b/app/test-mldev/ml_options.c
index 7b56bca90e..649cb9d8d1 100644
--- a/app/test-mldev/ml_options.c
+++ b/app/test-mldev/ml_options.c
@@ -156,7 +156,8 @@ ml_dump_test_options(const char *testname)
printf("\n");
}
- if (strcmp(testname, "inference_ordered") == 0) {
+ if ((strcmp(testname, "inference_ordered") == 0) ||
+ (strcmp(testname, "inference_interleave") == 0)) {
printf("\t\t--filelist : comma separated list of model, input and output\n"
"\t\t--repetitions : number of inference repetitions\n");
printf("\n");
diff --git a/app/test-mldev/test_inference_interleave.c b/app/test-mldev/test_inference_interleave.c
new file mode 100644
index 0000000000..9cf4cfa197
--- /dev/null
+++ b/app/test-mldev/test_inference_interleave.c
@@ -0,0 +1,114 @@
+/* SPDX-License-Identifier: BSD-3-Clause
+ * Copyright (c) 2022 Marvell.
+ */
+
+#include <rte_common.h>
+#include <rte_launch.h>
+
+#include "ml_common.h"
+#include "test_inference_common.h"
+
+static int
+test_inference_interleave_driver(struct ml_test *test, struct ml_options *opt)
+{
+ struct test_inference *t;
+ uint16_t fid = 0;
+ int ret = 0;
+
+ t = ml_test_priv(test);
+
+ ret = ml_inference_mldev_setup(test, opt);
+ if (ret != 0)
+ return ret;
+
+ ret = ml_inference_mem_setup(test, opt);
+ if (ret != 0)
+ return ret;
+
+ /* load and start all models */
+ for (fid = 0; fid < opt->nb_filelist; fid++) {
+ ret = ml_model_load(test, opt, &t->model[fid], fid);
+ if (ret != 0)
+ goto error;
+
+ ret = ml_model_start(test, opt, &t->model[fid], fid);
+ if (ret != 0)
+ goto error;
+
+ ret = ml_inference_iomem_setup(test, opt, fid);
+ if (ret != 0)
+ goto error;
+ }
+
+ /* launch inference requests */
+ ret = ml_inference_launch_cores(test, opt, 0, opt->nb_filelist - 1);
+ if (ret != 0) {
+ ml_err("failed to launch cores");
+ goto error;
+ }
+
+ rte_eal_mp_wait_lcore();
+
+ /* stop and unload all models */
+ for (fid = 0; fid < opt->nb_filelist; fid++) {
+ ret = ml_inference_result(test, opt, fid);
+ if (ret != ML_TEST_SUCCESS)
+ goto error;
+
+ ml_inference_iomem_destroy(test, opt, fid);
+
+ ret = ml_model_stop(test, opt, &t->model[fid], fid);
+ if (ret != 0)
+ goto error;
+
+ ret = ml_model_unload(test, opt, &t->model[fid], fid);
+ if (ret != 0)
+ goto error;
+ }
+
+ ml_inference_mem_destroy(test, opt);
+
+ ret = ml_inference_mldev_destroy(test, opt);
+ if (ret != 0)
+ return ret;
+
+ t->cmn.result = ML_TEST_SUCCESS;
+
+ return 0;
+
+error:
+ ml_inference_mem_destroy(test, opt);
+ for (fid = 0; fid < opt->nb_filelist; fid++) {
+ ml_inference_iomem_destroy(test, opt, fid);
+ ml_model_stop(test, opt, &t->model[fid], fid);
+ ml_model_unload(test, opt, &t->model[fid], fid);
+ }
+
+ t->cmn.result = ML_TEST_FAILED;
+
+ return ret;
+}
+
+static int
+test_inference_interleave_result(struct ml_test *test, struct ml_options *opt)
+{
+ struct test_inference *t;
+
+ RTE_SET_USED(opt);
+
+ t = ml_test_priv(test);
+
+ return t->cmn.result;
+}
+
+static const struct ml_test_ops inference_interleave = {
+ .cap_check = test_inference_cap_check,
+ .opt_check = test_inference_opt_check,
+ .opt_dump = test_inference_opt_dump,
+ .test_setup = test_inference_setup,
+ .test_destroy = test_inference_destroy,
+ .test_driver = test_inference_interleave_driver,
+ .test_result = test_inference_interleave_result,
+};
+
+ML_TEST_REGISTER(inference_interleave);
diff --git a/doc/guides/tools/img/mldev_inference_interleave.svg b/doc/guides/tools/img/mldev_inference_interleave.svg
new file mode 100644
index 0000000000..3a741ea627
--- /dev/null
+++ b/doc/guides/tools/img/mldev_inference_interleave.svg
@@ -0,0 +1,669 @@
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diff --git a/doc/guides/tools/testmldev.rst b/doc/guides/tools/testmldev.rst
index 164fbca64f..1a1ab7d2bf 100644
--- a/doc/guides/tools/testmldev.rst
+++ b/doc/guides/tools/testmldev.rst
@@ -58,6 +58,7 @@ The following are the command-line options supported by the test application.
**ML Inference Tests** ::
inference_ordered
+ inference_interleave
* ``--dev_id <n>``
@@ -280,6 +281,46 @@ Example command to run inference_ordered test:
--test=inference_ordered --filelist model.bin,input.bin,output.bin
+INFERENCE_INTERLEAVE Test
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+This is a stress test for validating the end-to-end inference execution on ML device. The test
+configures the ML device and queue pairs as per the queue-pair related options (queue_pairs
+and queue_size) specified by the user. Upon successful configuration of the device and queue
+pairs, all models specified through the filelist are loaded to the device. Inferences for multiple
+models are enqueued by a pool of worker threads in parallel. Inference execution by the device is
+interleaved between multiple models. Total number of inferences enqueued for a model are equal to
+the repetitions specified. An additional pool of threads would dequeue the inferences from the
+device. Models would be unloaded upon completion of inferences for all models loaded.
+
+
+.. _figure_mldev_inference_interleave:
+
+.. figure:: img/mldev_inference_interleave.*
+
+ Execution of inference_interleave on single model.
+
+
+Example
+^^^^^^^
+
+Example command to run inference_interleave test:
+
+.. code-block:: console
+
+ sudo <build_dir>/app/dpdk-test-mldev -c 0xf -a <PCI_ID> -- \
+ --test=inference_interleave --filelist model.bin,input.bin,output.bin
+
+
+Example command to run inference_interleave test with multiple models:
+
+.. code-block:: console
+
+ sudo <build_dir>/app/dpdk-test-mldev -c 0xf -a <PCI_ID> -- \
+ --test=inference_interleave --filelist model_A.bin,input_A.bin,output_A.bin \
+ --filelist model_B.bin,input_B.bin,output_B.bin
+
+
Debug mode
----------
--
2.17.1
next prev parent reply other threads:[~2023-03-16 21:15 UTC|newest]
Thread overview: 122+ 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 ` [PATCH v1 09/12] app/mldev: enable support for inference batches Srikanth Yalavarthi
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 ` Srikanth Yalavarthi [this message]
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
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