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From: Shivah Shankar Shankar Narayan Rao <sshankarnara@marvell.com>
To: Srikanth Yalavarthi <syalavarthi@marvell.com>, Srikanth Yalavarthi
<syalavarthi@marvell.com>
CC: "dev@dpdk.org" <dev@dpdk.org>, Anup Prabhu <aprabhu@marvell.com>, Prince
Takkar <ptakkar@marvell.com>
Subject: RE: [PATCH v1 1/1] app/mldev: enable support for pre-quantized I/O
Thread-Topic: [PATCH v1 1/1] app/mldev: enable support for pre-quantized I/O
Thread-Index: AQHZ9ReLKWr7hflx00aL+joFL3nMzrA3kbVQ
Date: Tue, 3 Oct 2023 06:01:57 +0000
Message-ID: <PH0PR18MB4766170D9D8BBA3373642584DBC4A@PH0PR18MB4766.namprd18.prod.outlook.com>
References: <20231002100217.12456-1-syalavarthi@marvell.com>
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--_000_PH0PR18MB4766170D9D8BBA3373642584DBC4APH0PR18MB4766namp_
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> -----Original Message-----
> From: Srikanth Yalavarthi <syalavarthi@marvell.com>
> Sent: Monday, October 2, 2023 3:32 PM
> To: Srikanth Yalavarthi <syalavarthi@marvell.com>
> Cc: dev@dpdk.org; Shivah Shankar Shankar Narayan Rao
> <sshankarnara@marvell.com>; Anup Prabhu <aprabhu@marvell.com>;
> Prince Takkar <ptakkar@marvell.com>
> Subject: [PATCH v1 1/1] app/mldev: enable support for pre-quantized I/O
>=20
> From: Anup Prabhu <aprabhu@marvell.com>
>=20
> Enabled support for pre-quantized input and output in ML test application=
.
>=20
> Signed-off-by: Anup Prabhu <aprabhu@marvell.com>
> ---
> Depends-on: series-29710 ("Spec changes to support multi I/O models")
>=20
> app/test-mldev/ml_options.c | 8 ++++++++
> app/test-mldev/ml_options.h | 28 ++++++++++++++------------
> app/test-mldev/test_inference_common.c | 20 ++++++++++++------
> doc/guides/tools/testmldev.rst | 3 +++
> 4 files changed, 40 insertions(+), 19 deletions(-)
>=20
> diff --git a/app/test-mldev/ml_options.c b/app/test-mldev/ml_options.c
> index eeaffec399..7d24f7e2f0 100644
> --- a/app/test-mldev/ml_options.c
> +++ b/app/test-mldev/ml_options.c
> @@ -24,6 +24,7 @@ ml_options_default(struct ml_options *opt)
> opt->dev_id =3D 0;
> opt->socket_id =3D SOCKET_ID_ANY;
> opt->nb_filelist =3D 0;
> + opt->quantized_io =3D false;
> opt->repetitions =3D 1;
> opt->burst_size =3D 1;
> opt->queue_pairs =3D 1;
> @@ -269,6 +270,7 @@ static struct option lgopts[] =3D {
> {ML_SOCKET_ID, 1, 0, 0},
> {ML_MODELS, 1, 0, 0},
> {ML_FILELIST, 1, 0, 0},
> + {ML_QUANTIZED_IO, 0, 0, 0},
> {ML_REPETITIONS, 1, 0, 0},
> {ML_BURST_SIZE, 1, 0, 0},
> {ML_QUEUE_PAIRS, 1, 0, 0},
> @@ -316,6 +318,11 @@ ml_options_parse(struct ml_options *opt, int argc,
> char **argv)
> while ((opts =3D getopt_long(argc, argv, "", lgopts, &opt_idx)) !=3D EO=
F) {
> switch (opts) {
> case 0: /* parse long options */
> + if (!strcmp(lgopts[opt_idx].name, "quantized_io")) {
> + opt->quantized_io =3D true;
> + break;
> + }
> +
> if (!strcmp(lgopts[opt_idx].name, "stats")) {
> opt->stats =3D true;
> break;
> @@ -360,4 +367,5 @@ ml_options_dump(struct ml_options *opt)
> ml_dump("socket_id", "%d", opt->socket_id);
>=20
> ml_dump("debug", "%s", (opt->debug ? "true" : "false"));
> + ml_dump("quantized_io", "%s", (opt->quantized_io ? "true" :
> "false"));
> }
> diff --git a/app/test-mldev/ml_options.h b/app/test-mldev/ml_options.h
> index 90e22adeac..edb9dba8f7 100644
> --- a/app/test-mldev/ml_options.h
> +++ b/app/test-mldev/ml_options.h
> @@ -12,19 +12,20 @@
> #define ML_TEST_MAX_MODELS 8
>=20
> /* Options names */
> -#define ML_TEST ("test")
> -#define ML_DEVICE_ID ("dev_id")
> -#define ML_SOCKET_ID ("socket_id")
> -#define ML_MODELS ("models")
> -#define ML_FILELIST ("filelist")
> -#define ML_REPETITIONS ("repetitions")
> -#define ML_BURST_SIZE ("burst_size")
> -#define ML_QUEUE_PAIRS ("queue_pairs")
> -#define ML_QUEUE_SIZE ("queue_size")
> -#define ML_TOLERANCE ("tolerance")
> -#define ML_STATS ("stats")
> -#define ML_DEBUG ("debug")
> -#define ML_HELP ("help")
> +#define ML_TEST ("test")
> +#define ML_DEVICE_ID ("dev_id")
> +#define ML_SOCKET_ID ("socket_id")
> +#define ML_MODELS ("models")
> +#define ML_FILELIST ("filelist")
> +#define ML_QUANTIZED_IO ("quantized_io")
> +#define ML_REPETITIONS ("repetitions")
> +#define ML_BURST_SIZE ("burst_size")
> +#define ML_QUEUE_PAIRS ("queue_pairs")
> +#define ML_QUEUE_SIZE ("queue_size")
> +#define ML_TOLERANCE ("tolerance")
> +#define ML_STATS ("stats")
> +#define ML_DEBUG ("debug")
> +#define ML_HELP ("help")
>=20
> struct ml_filelist {
> char model[PATH_MAX];
> @@ -46,6 +47,7 @@ struct ml_options {
> float tolerance;
> bool stats;
> bool debug;
> + bool quantized_io;
> };
>=20
> void ml_options_default(struct ml_options *opt); diff --git a/app/test-
> mldev/test_inference_common.c b/app/test-
> mldev/test_inference_common.c
> index 846f71abb1..36629210ee 100644
> --- a/app/test-mldev/test_inference_common.c
> +++ b/app/test-mldev/test_inference_common.c
> @@ -777,14 +777,22 @@ ml_inference_iomem_setup(struct ml_test *test,
> struct ml_options *opt, uint16_t
> }
>=20
> t->model[fid].inp_dsize =3D 0;
> - for (i =3D 0; i < t->model[fid].info.nb_inputs; i++)
> - t->model[fid].inp_dsize +=3D
> - t->model[fid].info.input_info[i].nb_elements *
> sizeof(float);
> + for (i =3D 0; i < t->model[fid].info.nb_inputs; i++) {
> + if (opt->quantized_io)
> + t->model[fid].inp_dsize +=3D t-
> >model[fid].info.input_info[i].size;
> + else
> + t->model[fid].inp_dsize +=3D
> + t->model[fid].info.input_info[i].nb_elements
> * sizeof(float);
> + }
>=20
> t->model[fid].out_dsize =3D 0;
> - for (i =3D 0; i < t->model[fid].info.nb_outputs; i++)
> - t->model[fid].out_dsize +=3D
> - t->model[fid].info.output_info[i].nb_elements *
> sizeof(float);
> + for (i =3D 0; i < t->model[fid].info.nb_outputs; i++) {
> + if (opt->quantized_io)
> + t->model[fid].out_dsize +=3D t-
> >model[fid].info.output_info[i].size;
> + else
> + t->model[fid].out_dsize +=3D
> + t-
> >model[fid].info.output_info[i].nb_elements * sizeof(float);
> + }
>=20
> /* allocate buffer for user data */
> mz_size =3D t->model[fid].inp_dsize + t->model[fid].out_dsize; diff --
> git a/doc/guides/tools/testmldev.rst b/doc/guides/tools/testmldev.rst ind=
ex
> 9b1565a457..55e26eed08 100644
> --- a/doc/guides/tools/testmldev.rst
> +++ b/doc/guides/tools/testmldev.rst
> @@ -89,6 +89,9 @@ The following are the command-line options supported
> by the test application.
> A suffix ``.q`` is appended to quantized output filename.
> Maximum number of filelist entries supported by the test is ``8``.
>=20
> +``--quantized_io``
> + Disable IO quantization and dequantization.
> +
> ``--repetitions <n>``
> Set the number of inference repetitions to be executed in the test per=
each
> model.
> Default value is ``1``.
> --
> 2.41.0
Acked-by: Shivah Shankar S <sshankarnara@marvell.com>
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