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Here is her life in pictures: | [
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23 March 2017 Last updated at 14:55 GMT | [
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A selection of photos from across the African continent this week: | [
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Yn ffodus, roedd camera Cymru Fyw yna i ddal y broses hir ac weithiau araf! | [
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4 February 2017 Last updated at 05:32 GMT
Video journalist: Tendai Msiyazviriyo | [
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Friends, collaborators and fans have been paying tribute on their social media accounts. | [
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12 March 2016 Last updated at 13:12 GMT
BBC Points West's political editor Paul Barltrop reports. | [
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19 April 2017 Last updated at 17:21 BST
So who's in and what's it all about? Here's the lowdown... | [
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Here are some of your pictures from the 26 beaches ranked as Scotland's "most excellent" for water quality. | [
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Calls in Germany for tighter gun laws
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2 December 2016 Last updated at 18:32 GMT
We look back at the 22-year rule of the controversial and outspoken leader. | [
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Football
Rugby Union
Rugby League
Cricket
Tennis
Basketball
Athletics
Speedway
Ice Hockey
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All five of these candidates are opposed to a third runway at Heathrow.
Find out more about all the candidates in the London elections. | [
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He decided to head to Calais on a fact-finding mission.
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Well actually they do - and treasure has been found in pretty unexpected places.
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But exactly how do they know that he wrote it?
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Oscars 2017: Full coverage
Follow us on Facebook, on Twitter @BBCNewsEnts, or on Instagram at bbcnewsents. If you have a story suggestion email entertainment.news@bbc.co.uk. | [
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12 July 2015 Last updated at 01:20 BST
The BBC's Mohamed Madi went to Soho's Greek Street to find out.
Produced by Marcus Thompson. | [
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Mr Murphy said the party had been "stretched to the limits" by their former partners in government, the DUP. (Democratic Unionist Party). | [
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But how much do you know about their author, Roald Dahl?
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It follows a BBC investigation into how assembly members use their expenses.
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All kick-offs 15:00 BST unless otherwise stated.
Everton v Bournemouth
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All kick-offs 15:00 BST unless otherwise stated.
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All kick-offs 15:00 BST unless otherwise stated.
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... |
Fedrwch chi ddad-sgramblo'r lluniau a darganfod p-wy sydd tu ôl i'r ŵy?
Peidiwch ac egg-seitio gormod, does dim gwobr - dim ond am h-wy-l ... (dyna ddigon nawr. Gol.)
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The plants were found during the search of a warehouse near Ashbourne on Saturday morning.
Police said they were in "an elaborate grow house".
A man in his late 40s was arrested at the scene. | [
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End of preview. Expand in Data Studio
pattern的维度是 (#layers, #tokens)， 比如假设维度是 (6,32)，则表示 MoE 总共 6 层，输入或输出的 token是 32， pattern[0,:]记录了所有 token 在第一层选择的 expert 的情况。
举个例子
decode_pattern = [ [ 37, 6 ], [ 121, 36 ], [ 56, 76 ], [ 82, 26 ], [ 75, 61 ], [ 100, 60 ] ]
decode_pattern的维度是(6,2)，则表示有 6 层，输出的 token 数是 2。 decode_pattern[0][0]=37，这表示在第0层，第 0 个 token 选择的expert 的index 是 37
类似地， predictor_pattern返回的是 top-k (k=3)的结果，维度是 (#layers, #experts, k)。例如 predictor_pattern[0][0]表示的是在第一层，第一个 token 选中的权重排名前三的 expert 的索引值。
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