Buckets:

hf-doc-build
/

doc-dev

Files
xet
hf-doc-build/doc-dev / course /pr_1318 /ro /chapter8 /7.html
HuggingFaceDocBuilder
29 days ago
download
raw
34.2 kB
<meta charset="utf-8" /><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Quiz de sfârșit de capitol&quot;,&quot;local&quot;:&quot;quiz-de-sfarsit-de-capitol&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;1. În ce ordine ar trebui să citiți un traceback Python?&quot;,&quot;local&quot;:&quot;1-în-ce-ordine-ar-trebui-să-citiți-un-traceback-python&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;2. Ce este un exemplu minimal reproductibil?&quot;,&quot;local&quot;:&quot;2-ce-este-un-exemplu-minimal-reproductibil&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;3. Să presupunem că încercați să rulați următorul cod, care aruncă o eroare:&quot;,&quot;local&quot;:&quot;3-să-presupunem-că-încercați-să-rulați-următorul-cod-care-aruncă-o-eroare&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;4. Să presupunem că ați încercat să rulați trainer.train() și vă confruntați cu o eroare criptică care nu vă spune exact de unde vine eroarea. Care dintre următoarele este primul loc unde ar trebui să căutați erori în pipeline-ul vostru de antrenament?&quot;,&quot;local&quot;:&quot;4-să-presupunem-că-ați-încercat-să-rulați-trainertrain-și-vă-confruntați-cu-o-eroare-criptică-care-nu-vă-spune-exact-de-unde-vine-eroarea-care-dintre-următoarele-este-primul-loc-unde-ar-trebui-să-căutați-erori-în-pipeline-ul-vostru-de-antrenament&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;5. Care este cea mai bună modalitate de a depana o eroare CUDA?&quot;,&quot;local&quot;:&quot;5-care-este-cea-mai-bună-modalitate-de-a-depana-o-eroare-cuda&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;6. Care este cea mai bună modalitate de a face ca o problemă pe GitHub să fie reparată?&quot;,&quot;local&quot;:&quot;6-care-este-cea-mai-bună-modalitate-de-a-face-ca-o-problemă-pe-github-să-fie-reparată&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;7. De ce este supraajustarea pe un batch de obicei o tehnică bună de depanare?&quot;,&quot;local&quot;:&quot;7-de-ce-este-supraajustarea-pe-un-batch-de-obicei-o-tehnică-bună-de-depanare&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;8. De ce este o idee bună să includeți detalii despre mediul vostru de calcul cu transformers-cli env când creați o problemă nouă în repository-ul 🤗 Transformers?&quot;,&quot;local&quot;:&quot;8-de-ce-este-o-idee-bună-să-includeți-detalii-despre-mediul-vostru-de-calcul-cu-transformers-cli-env-când-creați-o-problemă-nouă-în-repository-ul--transformers&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}],&quot;depth&quot;:1}"/>
		<link href="/docs/course/pr_1318/ro/_app/immutable/entry/start.CBVXlgTM.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/BB9wb-ck.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/D2kUtL-w.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/entry/app.D2pDWXGN.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/Dd0ykREA.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/BmnfoIg9.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/CGjaeW1j.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/DsnmJJEf.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/nodes/0.CHcT04Qg.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/BxUF6G-8.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/nodes/92.CYB2O4i2.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/DVlE9Y_t.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/CDBILFp-.js" rel="modulepreload">
		<link href="/docs/course/pr_1318/ro/_app/immutable/chunks/5P9a-P-2.js" rel="modulepreload">
		<!--zhwl4m--><meta name="hf:doc:metadata" content="{&quot;title&quot;:&quot;Quiz de sfârșit de capitol&quot;,&quot;local&quot;:&quot;quiz-de-sfarsit-de-capitol&quot;,&quot;sections&quot;:[{&quot;title&quot;:&quot;1. În ce ordine ar trebui să citiți un traceback Python?&quot;,&quot;local&quot;:&quot;1-în-ce-ordine-ar-trebui-să-citiți-un-traceback-python&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;2. Ce este un exemplu minimal reproductibil?&quot;,&quot;local&quot;:&quot;2-ce-este-un-exemplu-minimal-reproductibil&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;3. Să presupunem că încercați să rulați următorul cod, care aruncă o eroare:&quot;,&quot;local&quot;:&quot;3-să-presupunem-că-încercați-să-rulați-următorul-cod-care-aruncă-o-eroare&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;4. Să presupunem că ați încercat să rulați trainer.train() și vă confruntați cu o eroare criptică care nu vă spune exact de unde vine eroarea. Care dintre următoarele este primul loc unde ar trebui să căutați erori în pipeline-ul vostru de antrenament?&quot;,&quot;local&quot;:&quot;4-să-presupunem-că-ați-încercat-să-rulați-trainertrain-și-vă-confruntați-cu-o-eroare-criptică-care-nu-vă-spune-exact-de-unde-vine-eroarea-care-dintre-următoarele-este-primul-loc-unde-ar-trebui-să-căutați-erori-în-pipeline-ul-vostru-de-antrenament&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;5. Care este cea mai bună modalitate de a depana o eroare CUDA?&quot;,&quot;local&quot;:&quot;5-care-este-cea-mai-bună-modalitate-de-a-depana-o-eroare-cuda&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;6. Care este cea mai bună modalitate de a face ca o problemă pe GitHub să fie reparată?&quot;,&quot;local&quot;:&quot;6-care-este-cea-mai-bună-modalitate-de-a-face-ca-o-problemă-pe-github-să-fie-reparată&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;7. De ce este supraajustarea pe un batch de obicei o tehnică bună de depanare?&quot;,&quot;local&quot;:&quot;7-de-ce-este-supraajustarea-pe-un-batch-de-obicei-o-tehnică-bună-de-depanare&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3},{&quot;title&quot;:&quot;8. De ce este o idee bună să includeți detalii despre mediul vostru de calcul cu transformers-cli env când creați o problemă nouă în repository-ul 🤗 Transformers?&quot;,&quot;local&quot;:&quot;8-de-ce-este-o-idee-bună-să-includeți-detalii-despre-mediul-vostru-de-calcul-cu-transformers-cli-env-când-creați-o-problemă-nouă-în-repository-ul--transformers&quot;,&quot;sections&quot;:[],&quot;depth&quot;:3}],&quot;depth&quot;:1}"/><!---->
		<link href="/docs/course/pr_1318/ro/_app/immutable/assets/0.tn0RQdqM.css" rel="modulepreload"> <!--[--><!--[0--><!--[--><!--[0--><!--[--><p></p> <div class="items-center shrink-0 min-w-[100px] max-sm:min-w-[50px] justify-end ml-auto flex" style="float: right; margin-left: 10px; display: inline-flex; position: relative; z-index: 10;"><div class="inline-flex rounded-md max-sm:rounded-sm"><button class="inline-flex items-center gap-1 h-7 max-sm:h-7 px-2 max-sm:px-1.5 text-sm font-medium text-gray-800 border border-r-0 rounded-l-md max-sm:rounded-l-sm border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-live="polite"><span class="inline-flex items-center justify-center rounded-md p-0.5 max-sm:p-0 hover:text-gray-800 dark:hover:text-gray-200"><svg class="sm:size-3.5 size-3" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----></span> <span>Copy page</span></button> <button class="inline-flex items-center justify-center w-6 max-sm:w-5 h-7 max-sm:h-7 disabled:pointer-events-none text-sm text-gray-500 hover:text-gray-700 dark:hover:text-white rounded-r-md max-sm:rounded-r-sm border border-l transition border-gray-200 bg-white hover:shadow-inner dark:border-gray-850 dark:bg-gray-950 dark:text-gray-200 dark:hover:bg-gray-800" aria-haspopup="menu" aria-expanded="false" aria-label="Open copy menu"><svg class="transition-transform text-gray-400 overflow-visible sm:size-3.5 size-3 rotate-0" width="1em" height="1em" viewBox="0 0 12 7" fill="none" xmlns="http://www.w3.org/2000/svg"><path d="M1 1L6 6L11 1" stroke="currentColor"></path></svg><!----></button></div> <!--[-1--><!--]--></div><!----> <!--[0--><h1 class="relative group"><a id="quiz-de-sfarsit-de-capitol" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#quiz-de-sfarsit-de-capitol"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>Quiz de sfârșit de capitol</span></h1><!--]--><!----> <div class="flex space-x-1 absolute z-10 right-0 top-0"><a href="https://discuss.huggingface.co/t/chapter-8-questions" target="_blank"><img alt="Ask a Question" class="!m-0" src="https://img.shields.io/badge/Ask%20a%20question-ffcb4c.svg?logo=data:image/svg+xml;base64,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"/></a><!----> <!--[-1--><!--]--> <!--[-1--><!--]--></div><!----> <p>Să testăm ce ați învățat în acest capitol!</p> <!--[2--><h3 class="relative group"><a id="1-în-ce-ordine-ar-trebui-să-citiți-un-traceback-python" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#1-în-ce-ordine-ar-trebui-să-citiți-un-traceback-python"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>1. În ce ordine ar trebui să citiți un traceback Python?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->De sus în jos<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->De jos în sus<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="2-ce-este-un-exemplu-minimal-reproductibil" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#2-ce-este-un-exemplu-minimal-reproductibil"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>2. Ce este un exemplu minimal reproductibil?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->O implementare simplă a unei arhitecturi Transformer dintr-un articol de cercetare<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Un bloc de cod compact și autonom care poate fi rulat fără nicio dependență externă de fișiere sau date private<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->O captură de ecran a traceback-ului Python<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="3"/> <!---->Un notebook care conține întreaga analiză, inclusiv părți care nu sunt legate de eroare<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="3-să-presupunem-că-încercați-să-rulați-următorul-cod-care-aruncă-o-eroare" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#3-să-presupunem-că-încercați-să-rulați-următorul-cod-care-aruncă-o-eroare"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>3. Să presupunem că încercați să rulați următorul cod, care aruncă o eroare:</span></h3><!--]--><!----> <div class="code-block relative "><div class="absolute top-2.5 right-4"><button class="inline-flex items-center relative text-sm focus:text-green-500 cursor-pointer focus:outline-none transition duration-200 ease-in-out opacity-0 mx-0.5   text-gray-600  " title="code excerpt" type="button"><svg xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M28,10V28H10V10H28m0-2H10a2,2,0,0,0-2,2V28a2,2,0,0,0,2,2H28a2,2,0,0,0,2-2V10a2,2,0,0,0-2-2Z" transform="translate(0)"></path><path d="M4,18H2V4A2,2,0,0,1,4,2H18V4H4Z" transform="translate(0)"></path><rect fill="none" width="32" height="32"></rect></svg><!----> <div class=" absolute pointer-events-none transition-opacity bg-black text-white py-1 px-2 leading-tight rounded font-normal shadow left-1/2 top-full transform -translate-x-1/2 translate-y-2 opacity-0 "><div class="absolute bottom-full left-1/2 transform -translate-x-1/2 w-0 h-0 border-black border-4 border-t-0" style="border-left-color: transparent; border-right-color: transparent;"></div> Copied</div><!----></button><!----></div> <pre class="language-py "><!----><span class="hljs-keyword">from</span> transformers <span class="hljs-keyword">import</span> GPT3ForSequenceClassification

<span class="hljs-comment"># ImportError: cannot import name &#x27;GPT3ForSequenceClassification&#x27; from &#x27;transformers&#x27; (/Users/lewtun/miniconda3/envs/huggingface/lib/python3.8/site-packages/transformers/__init__.py)</span>
<span class="hljs-comment"># ---------------------------------------------------------------------------</span>
<span class="hljs-comment"># ImportError                               Traceback (most recent call last)</span>
<span class="hljs-comment"># /var/folders/28/k4cy5q7s2hs92xq7_h89_vgm0000gn/T/ipykernel_30848/333858878.py in &lt;module&gt;</span>
<span class="hljs-comment"># ----&gt; 1 from transformers import GPT3ForSequenceClassification</span>

<span class="hljs-comment"># ImportError: cannot import name &#x27;GPT3ForSequenceClassification&#x27; from &#x27;transformers&#x27; (/Users/lewtun/miniconda3/envs/huggingface/lib/python3.8/site-packages/transformers/__init__.py)</span><!----></pre></div><!----> <p>Care dintre următoarele ar putea fi o alegere bună pentru titlul unui subiect pe forum pentru a cere ajutor?</p> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!----><code>ImportError: cannot import name 'GPT3ForSequenceClassification' from 'transformers' (/Users/lewtun/miniconda3/envs/huggingface/lib/python3.8/site-packages/transformers/__init__.py)</code><!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Problemă cu <code>from transformers import GPT3ForSequenceClassification</code><!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->De ce nu pot importa <code>GPT3ForSequenceClassification</code>?<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="3"/> <!---->Este GPT-3 suportat în 🤗 Transformers?<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="4-să-presupunem-că-ați-încercat-să-rulați-trainertrain-și-vă-confruntați-cu-o-eroare-criptică-care-nu-vă-spune-exact-de-unde-vine-eroarea-care-dintre-următoarele-este-primul-loc-unde-ar-trebui-să-căutați-erori-în-pipeline-ul-vostru-de-antrenament" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#4-să-presupunem-că-ați-încercat-să-rulați-trainertrain-și-vă-confruntați-cu-o-eroare-criptică-care-nu-vă-spune-exact-de-unde-vine-eroarea-care-dintre-următoarele-este-primul-loc-unde-ar-trebui-să-căutați-erori-în-pipeline-ul-vostru-de-antrenament"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>4. Să presupunem că ați încercat să rulați trainer.train() și vă confruntați cu o eroare criptică care nu vă spune exact de unde vine eroarea. Care dintre următoarele este primul loc unde ar trebui să căutați erori în pipeline-ul vostru de antrenament?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->Pasul de optimizare unde calculăm gradienții și efectuăm backpropagation<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Pasul de evaluare unde calculăm metricile<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->Seturile de date<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="3"/> <!---->Dataloader-ele<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="5-care-este-cea-mai-bună-modalitate-de-a-depana-o-eroare-cuda" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#5-care-este-cea-mai-bună-modalitate-de-a-depana-o-eroare-cuda"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>5. Care este cea mai bună modalitate de a depana o eroare CUDA?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->Postați mesajul de eroare pe forumuri sau GitHub.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Executați același cod pe CPU.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->Citiți traceback-ul pentru a afla ce a cauzat eroarea.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="3"/> <!---->Reduceți dimensiunea batch-ului.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="4"/> <!---->Reporniți kernel-ul Jupyter.<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="6-care-este-cea-mai-bună-modalitate-de-a-face-ca-o-problemă-pe-github-să-fie-reparată" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#6-care-este-cea-mai-bună-modalitate-de-a-face-ca-o-problemă-pe-github-să-fie-reparată"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>6. Care este cea mai bună modalitate de a face ca o problemă pe GitHub să fie reparată?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->Postați un exemplu complet reproductibil al bug-ului.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Cereți în fiecare zi o actualizare.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->Inspectați codul sursă din jurul bug-ului și încercați să găsiți motivul pentru care se întâmplă. Postați rezultatele în problemă.<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="7-de-ce-este-supraajustarea-pe-un-batch-de-obicei-o-tehnică-bună-de-depanare" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#7-de-ce-este-supraajustarea-pe-un-batch-de-obicei-o-tehnică-bună-de-depanare"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>7. De ce este supraajustarea pe un batch de obicei o tehnică bună de depanare?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->Nu este; supraajustarea este întotdeauna rea și ar trebui evitată.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Ne permite să verificăm că modelul este capabil să reducă loss-ul la zero.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->Ne permite să verificăm că formele tensorilor intrărilor și etichetelor noastre sunt corecte.<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <!--[2--><h3 class="relative group"><a id="8-de-ce-este-o-idee-bună-să-includeți-detalii-despre-mediul-vostru-de-calcul-cu-transformers-cli-env-când-creați-o-problemă-nouă-în-repository-ul--transformers" class="header-link block pr-1.5 text-lg no-hover:hidden with-hover:absolute with-hover:p-1.5 with-hover:opacity-0 with-hover:group-hover:opacity-100 with-hover:right-full" href="#8-de-ce-este-o-idee-bună-să-includeți-detalii-despre-mediul-vostru-de-calcul-cu-transformers-cli-env-când-creați-o-problemă-nouă-în-repository-ul--transformers"><span><svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 256"><path d="M167.594 88.393a8.001 8.001 0 0 1 0 11.314l-67.882 67.882a8 8 0 1 1-11.314-11.315l67.882-67.881a8.003 8.003 0 0 1 11.314 0zm-28.287 84.86l-28.284 28.284a40 40 0 0 1-56.567-56.567l28.284-28.284a8 8 0 0 0-11.315-11.315l-28.284 28.284a56 56 0 0 0 79.196 79.197l28.285-28.285a8 8 0 1 0-11.315-11.314zM212.852 43.14a56.002 56.002 0 0 0-79.196 0l-28.284 28.284a8 8 0 1 0 11.314 11.314l28.284-28.284a40 40 0 0 1 56.568 56.567l-28.285 28.285a8 8 0 0 0 11.315 11.314l28.284-28.284a56.065 56.065 0 0 0 0-79.196z" fill="currentColor"></path></svg><!----></span></a> <span>8. De ce este o idee bună să includeți detalii despre mediul vostru de calcul cu transformers-cli env când creați o problemă nouă în repository-ul 🤗 Transformers?</span></h3><!--]--><!----> <div><form><!--[--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="0"/> <!---->Le permite întreținătorilor să înțeleagă ce versiune a bibliotecii folosiți.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="1"/> <!---->Le permite întreținătorilor să știe dacă rulați cod pe Windows, macOS sau Linux.<!----></label> <!--[-1--><!--]--><label class="block"><input autocomplete="off" class="form-input -mt-1.5 mr-2" name="choice" type="checkbox" value="2"/> <!---->Le permite întreținătorilor să știe dacă rulați cod pe un GPU sau CPU.<!----></label> <!--[-1--><!--]--><!--]--> <div class="flex flex-row items-center mt-3"><button class="btn px-4 mr-4" type="submit" disabled="">Submit</button> <!--[-1--><!--]--></div></form></div><!----> <a class="!text-gray-400 !no-underline text-sm flex items-center not-prose mt-4" href="https://github.com/huggingface/course/blob/main/chapters/ro/chapter8/7.mdx" target="_blank"><svg class="mr-1" xmlns="http://www.w3.org/2000/svg" aria-hidden="true" fill="currentColor" focusable="false" role="img" width="1em" height="1em" preserveAspectRatio="xMidYMid meet" viewBox="0 0 32 32"><path d="M31,16l-7,7l-1.41-1.41L28.17,16l-5.58-5.59L24,9l7,7z"></path><path d="M1,16l7-7l1.41,1.41L3.83,16l5.58,5.59L8,23l-7-7z"></path><path d="M12.419,25.484L17.639,6.552l1.932,0.518L14.351,26.002z"></path></svg><!----> <span><span class="underline">Update</span> on GitHub</span></a><!----> <p></p><!--]--><!----><!--]--><!--]--><!--]--> <!--[-1--><!--]--><!--]-->
			
			<script>
				{
					__sveltekit_1tbh4uw = {
						base: "/docs/course/pr_1318/ro",
						assets: "/docs/course/pr_1318/ro"
					};
					const element = document.currentScript.parentElement;
					Promise.all([
						import("/docs/course/pr_1318/ro/_app/immutable/entry/start.CBVXlgTM.js"),
						import("/docs/course/pr_1318/ro/_app/immutable/entry/app.D2pDWXGN.js")
					]).then(([kit, app]) => {
						kit.start(app, element, {
							node_ids: [0, 92],
							data: [null,null],
							form: null,
							error: null
						});
					});
				}
			</script>
		
Xet Storage Details

Size:: 34.2 kB
Xet hash:: 88218401f761a3b0dda67f24b86aa19cd37a3c7f0dc08ff515083389c694feb1
Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.