[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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@ekalda@lhutton1@manupak@NicolaLancellotti
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
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})();
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try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

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@ekalda

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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4 participants

@ekalda@lhutton1@manupak@NicolaLancellotti
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

Conversation

@ekalda

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

@lhutton1lhutton1 left a comment

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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4 participants

@ekalda@lhutton1@manupak@NicolaLancellotti
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Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

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@ekalda

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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@ekalda@lhutton1@manupak@NicolaLancellotti
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

@NicolaLancellottiNicolaLancellotti left a comment

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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4 participants

@ekalda@lhutton1@manupak@NicolaLancellotti
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

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@ekalda

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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4 participants

@ekalda@lhutton1@manupak@NicolaLancellotti
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

Conversation

@ekalda

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

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LGTM!

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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4 participants

@ekalda@lhutton1@manupak@NicolaLancellotti
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

[microNPU] Determine block configs using the cascader - #10695

Merged
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config
Mar 22, 2022
Merged

[microNPU] Determine block configs using the cascader#10695
manupak merged 1 commit into
apache:mainfrom
ekalda:ethosu-cascader-integrate-block-config

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@ekalda

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The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.

Co-authored-by: Matthew Barrett Matthew.Barrett@arm.com

The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
@ekalda

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This PR is to supersede #10376 - so #10376 can be closed!

cc: @manupa-arm@lhutton1@NicolaLancellotti

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Thanks @ekalda LGTM, just a couple of small things, feel free to address in a follow-up!

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Nit: do we need to print this?

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Nit: is this used?

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Will remove!

@NicolaLancellottiNicolaLancellotti left a comment

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LGTM!

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Thanks for the review @lhutton1! Is it ok if I fix these in a follow up since the CI is green?

return op

_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type)
_compare_tvm_with_tflite(pooling, [ifm_shape], accel_type, print_cmm=True)

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Yeah I think it can be removed!

# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
from numpy.core.shape_base import block

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Will remove!

@lhutton1

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Sure :)

@manupakmanupak left a comment

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LGTM!

@manupak

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ekalda added a commit to ekalda/tvm that referenced this pull request Mar 24, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
ekalda added a commit to ekalda/tvm that referenced this pull request Mar 25, 2022
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
manupak pushed a commit that referenced this pull request Mar 28, 2022
This is a follow up to #10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
@ekalda
ekalda deleted the ethosu-cascader-integrate-block-config branch March 29, 2022 13:14
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
The cascader needs to be able to choose the block config for operations in order to accurately model their performance.
The cascader must attach the chosen block config to the te.Schedule. This is done using a pragma. The chosen block config
is also added to the TIR spec. If the cascader hasn't set a block config, it defaults to the existing block config
selection behaviour.
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
Co-authored-by: Matthew Barrett <Matthew.Barrett@arm.com>
pfk-beta pushed a commit to pfk-beta/tvm that referenced this pull request Apr 11, 2022
…0764)
This is a follow up to apache#10695.
Change-Id: I7f2dc14826cefea81fe5ff69c6255cdb5dc7f5c0
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4 participants

@ekalda@lhutton1@manupak@NicolaLancellotti