Adding modes, graphs and metadata.

README.md

@@ -42,7 +42,7 @@ Here is a detailed view on how the remaining heads are distributed in the networ
 
 ## Density plot
 
-<script src="/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/density.js" id="dff37a8f-4a38-40bc-b79d-585bd56b8d98"></script>
+<script src="/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/density.js" id="4095188c-7cd2-42fd-8d63-472ab3450d4c"></script>
 
 ## Details
 

model_card/density.js

@@ -0,0 +1,174 @@
+(function() {
+  var fn = function() {
+    
+    (function(root) {
+      function now() {
+        return new Date();
+      }
+    
+      var force = false;
+    
+      if (typeof root._bokeh_onload_callbacks === "undefined" || force === true) {
+        root._bokeh_onload_callbacks = [];
+        root._bokeh_is_loading = undefined;
+      }
+    
+      
+      
+    
+      var element = document.getElementById("4095188c-7cd2-42fd-8d63-472ab3450d4c");
+        if (element == null) {
+          console.warn("Bokeh: autoload.js configured with elementid '4095188c-7cd2-42fd-8d63-472ab3450d4c' but no matching script tag was found.")
+        }
+      
+    
+      function run_callbacks() {
+        try {
+          root._bokeh_onload_callbacks.forEach(function(callback) {
+            if (callback != null)
+              callback();
+          });
+        } finally {
+          delete root._bokeh_onload_callbacks
+        }
+        console.debug("Bokeh: all callbacks have finished");
+      }
+    
+      function load_libs(css_urls, js_urls, callback) {
+        if (css_urls == null) css_urls = [];
+        if (js_urls == null) js_urls = [];
+    
+        root._bokeh_onload_callbacks.push(callback);
+        if (root._bokeh_is_loading > 0) {
+          console.debug("Bokeh: BokehJS is being loaded, scheduling callback at", now());
+          return null;
+        }
+        if (js_urls == null || js_urls.length === 0) {
+          run_callbacks();
+          return null;
+        }
+        console.debug("Bokeh: BokehJS not loaded, scheduling load and callback at", now());
+        root._bokeh_is_loading = css_urls.length + js_urls.length;
+    
+        function on_load() {
+          root._bokeh_is_loading--;
+          if (root._bokeh_is_loading === 0) {
+            console.debug("Bokeh: all BokehJS libraries/stylesheets loaded");
+            run_callbacks()
+          }
+        }
+    
+        function on_error() {
+          console.error("failed to load " + url);
+        }
+    
+        for (var i = 0; i < css_urls.length; i++) {
+          var url = css_urls[i];
+          const element = document.createElement("link");
+          element.onload = on_load;
+          element.onerror = on_error;
+          element.rel = "stylesheet";
+          element.type = "text/css";
+          element.href = url;
+          console.debug("Bokeh: injecting link tag for BokehJS stylesheet: ", url);
+          document.body.appendChild(element);
+        }
+    
+        const hashes = {"https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js": "T2yuo9Oe71Cz/I4X9Ac5+gpEa5a8PpJCDlqKYO0CfAuEszu1JrXLl8YugMqYe3sM", "https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js": "98GDGJ0kOMCUMUePhksaQ/GYgB3+NH9h996V88sh3aOiUNX3N+fLXAtry6xctSZ6", "https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js": "89bArO+nlbP3sgakeHjCo1JYxYR5wufVgA3IbUvDY+K7w4zyxJqssu7wVnfeKCq8"};
+    
+        for (var i = 0; i < js_urls.length; i++) {
+          var url = js_urls[i];
+          var element = document.createElement('script');
+          element.onload = on_load;
+          element.onerror = on_error;
+          element.async = false;
+          element.src = url;
+          if (url in hashes) {
+            element.crossOrigin = "anonymous";
+            element.integrity = "sha384-" + hashes[url];
+          }
+          console.debug("Bokeh: injecting script tag for BokehJS library: ", url);
+          document.head.appendChild(element);
+        }
+      };
+    
+      function inject_raw_css(css) {
+        const element = document.createElement("style");
+        element.appendChild(document.createTextNode(css));
+        document.body.appendChild(element);
+      }
+    
+      
+      var js_urls = ["https://cdn.bokeh.org/bokeh/release/bokeh-2.2.3.min.js", "https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.2.3.min.js", "https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.2.3.min.js"];
+      var css_urls = [];
+      
+    
+      var inline_js = [
+        function(Bokeh) {
+          Bokeh.set_log_level("info");
+        },
+        
+        function(Bokeh) {
+          (function() {
+            var fn = function() {
+              Bokeh.safely(function() {
+                (function(root) {
+                  function embed_document(root) {
+                    
+                  var docs_json = '{"edf1c162-b726-4cff-a762-03abf4f93f5c":{"roots":{"references":[{"attributes":{"data_source":{"id":"1181"},"glyph":{"id":"1183"},"hover_glyph":null,"muted_glyph":null,"name":"key","nonselection_glyph":{"id":"1184"},"selection_glyph":null,"view":{"id":"1186"}},"id":"1185","type":"GlyphRenderer"},{"attributes":{"fill_color":{"value":"#6573f7"},"line_color":{"value":"#6573f7"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1168","type":"VBar"},{"attributes":{"source":{"id":"1181"}},"id":"1186","type":"CDSView"},{"attributes":{"data":{"density":["0.11","0.11","0.15","0.14","0.07","0.07","0.03","0.08","0.04","0.08","0.04","0.03"],"height":[0.1076388880610466,0.1076388880610466,0.1545138955116272,0.1388888955116272,0.0694444477558136,0.0729166641831398,0.02777777798473835,0.0815972238779068,0.0381944440305233,0.0763888880610466,0.0399305559694767,0.0347222238779068],"img_height":["96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px"],"img_width":["96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px"],"name":["0.attention.query","1.attention.query","2.attention.query","3.attention.query","4.attention.query","5.attention.query","6.attention.query","7.attention.query","8.attention.query","9.attention.query","10.attention.query","11.attention.query"],"url":["https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_0_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_1_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_2_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_3_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_4_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_5_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_6_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_7_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_8_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_9_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_10_attention_self_query.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_11_attention_self_query.png"],"x":[0.08333333333333333,1.0833333333333333,2.0833333333333335,3.0833333333333335,4.083333333333333,5.083333333333333,6.083333333333333,7.083333333333333,8.083333333333334,9.083333333333334,10.083333333333334,11.083333333333334]},"selected":{"id":"1178"},"selection_policy":{"id":"1177"}},"id":"1166","type":"ColumnDataSource"},{"attributes":{},"id":"1173","type":"BasicTickFormatter"},{"attributes":{},"id":"1212","type":"UnionRenderers"},{"attributes":{"axis_label":"Layer","formatter":{"id":"1173"},"minor_tick_line_color":null,"ticker":{"id":"1157"}},"id":"1156","type":"LinearAxis"},{"attributes":{"label":{"value":"key"},"renderers":[{"id":"1185"}]},"id":"1196","type":"LegendItem"},{"attributes":{"data":{"density":["0.11","0.11","0.17","0.15","0.07","0.09","0.04","0.11","0.04","0.08","0.04","0.03"],"height":[0.1128472238779068,0.1128472238779068,0.1684027761220932,0.1545138955116272,0.0746527761220932,0.0885416641831398,0.0381944440305233,0.1059027761220932,0.0399305559694767,0.0815972238779068,0.0381944440305233,0.0295138880610466],"img_height":["96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px"],"img_width":["96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px"],"name":["0.attention.key","1.attention.key","2.attention.key","3.attention.key","4.attention.key","5.attention.key","6.attention.key","7.attention.key","8.attention.key","9.attention.key","10.attention.key","11.attention.key"],"url":["https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_0_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_1_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_2_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_3_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_4_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_5_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_6_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_7_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_8_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_9_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_10_attention_self_key.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_11_attention_self_key.png"],"x":[0.25,1.25,2.25,3.25,4.25,5.25,6.25,7.25,8.25,9.25,10.25,11.25]},"selected":{"id":"1195"},"selection_policy":{"id":"1194"}},"id":"1181","type":"ColumnDataSource"},{"attributes":{"fill_color":{"value":"#aa69f7"},"line_color":{"value":"#aa69f7"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1217","type":"VBar"},{"attributes":{"axis_label":"Density","formatter":{"id":"1175"},"minor_tick_line_color":null,"ticker":{"id":"1161"}},"id":"1160","type":"LinearAxis"},{"attributes":{},"id":"1213","type":"Selection"},{"attributes":{},"id":"1233","type":"Selection"},{"attributes":{},"id":"1175","type":"BasicTickFormatter"},{"attributes":{"source":{"id":"1215"}},"id":"1220","type":"CDSView"},{"attributes":{"label":{"value":"query"},"renderers":[{"id":"1170"}]},"id":"1180","type":"LegendItem"},{"attributes":{"text":"Transformer Layers"},"id":"1146","type":"Title"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#6573f7"},"line_alpha":{"value":0.1},"line_color":{"value":"#6573f7"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1169","type":"VBar"},{"attributes":{},"id":"1194","type":"UnionRenderers"},{"attributes":{"start":0},"id":"1150","type":"DataRange1d"},{"attributes":{"axis":{"id":"1160"},"dimension":1,"ticker":null},"id":"1163","type":"Grid"},{"attributes":{"active_drag":"auto","active_inspect":"auto","active_multi":null,"active_scroll":"auto","active_tap":"auto","tools":[{"id":"1144"}]},"id":"1164","type":"Toolbar"},{"attributes":{"data":{"density":["0.11","0.21","0.17","0.07","0.13","0.10","0.11","0.15","0.11","0.11","0.10","0.08","0.06","0.10","0.08","0.09","0.09","0.07","0.03","0.09","0.07","0.10","0.07","0.06","0.03","0.01","0.01","0.02","0.01","0.01","0.03","0.03","0.02","0.01","0.03","0.02"],"height":[0.1059027761220932,0.2135416716337204,0.16796875,0.0659722238779068,0.12890625,0.09765625,0.1059027761220932,0.1501736044883728,0.1050347238779068,0.1111111119389534,0.1046006977558136,0.0768229141831398,0.0555555559694767,0.1015625,0.0772569477558136,0.0868055522441864,0.0855034738779068,0.0694444477558136,0.03125,0.0855034738779068,0.0733506977558136,0.0972222238779068,0.0729166641831398,0.0568576380610466,0.0329861119389534,0.0147569440305233,0.0108506940305233,0.01909722201526165,0.009548611007630825,0.0052083334885537624,0.02604166604578495,0.02994791604578495,0.0186631940305233,0.013888888992369175,0.0347222238779068,0.0234375],"img_height":["96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px"],"img_width":["96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px","96px","96px","384px"],"name":["0.attention.output","0.intermediate","0.output","1.attention.output","1.intermediate","1.output","2.attention.output","2.intermediate","2.output","3.attention.output","3.intermediate","3.output","4.attention.output","4.intermediate","4.output","5.attention.output","5.intermediate","5.output","6.attention.output","6.intermediate","6.output","7.attention.output","7.intermediate","7.output","8.attention.output","8.intermediate","8.output","9.attention.output","9.intermediate","9.output","10.attention.output","10.intermediate","10.output","11.attention.output","11.intermediate","11.output"],"url":["https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_0_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_0_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_0_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_1_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_1_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_1_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_2_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_2_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_2_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_3_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_3_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_3_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_4_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_4_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_4_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_5_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_5_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_5_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_6_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_6_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_6_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_7_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_7_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_7_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_8_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_8_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_8_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_9_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_9_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_9_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_10_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_10_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_10_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_11_attention_output_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_11_intermediate_dense.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_11_output_dense.png"],"x":[0.5833333333333334,0.75,0.9166666666666667,1.5833333333333333,1.75,1.9166666666666665,2.5833333333333335,2.75,2.916666666666667,3.5833333333333335,3.75,3.916666666666667,4.583333333333333,4.75,4.916666666666666,5.583333333333333,5.75,5.916666666666666,6.583333333333333,6.75,6.916666666666666,7.583333333333333,7.75,7.916666666666666,8.583333333333334,8.75,8.916666666666668,9.583333333333334,9.75,9.916666666666668,10.583333333333334,10.75,10.916666666666668,11.583333333333334,11.75,11.916666666666668]},"selected":{"id":"1233"},"selection_policy":{"id":"1232"}},"id":"1215","type":"ColumnDataSource"},{"attributes":{},"id":"1195","type":"Selection"},{"attributes":{},"id":"1157","type":"BasicTicker"},{"attributes":{"label":{"value":"fully connected"},"renderers":[{"id":"1219"}]},"id":"1234","type":"LegendItem"},{"attributes":{"data_source":{"id":"1215"},"glyph":{"id":"1217"},"hover_glyph":null,"muted_glyph":null,"name":"fully connected","nonselection_glyph":{"id":"1218"},"selection_glyph":null,"view":{"id":"1220"}},"id":"1219","type":"GlyphRenderer"},{"attributes":{"fill_color":{"value":"#ed5642"},"line_color":{"value":"#ed5642"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1183","type":"VBar"},{"attributes":{},"id":"1148","type":"DataRange1d"},{"attributes":{"data":{"density":["0.11","0.07","0.11","0.12","0.06","0.08","0.03","0.10","0.04","0.02","0.02","0.01"],"height":[0.109375,0.0694444477558136,0.1145833358168602,0.1180555522441864,0.0625,0.0833333358168602,0.0347222238779068,0.1041666641831398,0.0399305559694767,0.0225694440305233,0.0173611119389534,0.010416666977107525],"img_height":["96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px"],"img_width":["96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px","96px"],"name":["0.attention.value","1.attention.value","2.attention.value","3.attention.value","4.attention.value","5.attention.value","6.attention.value","7.attention.value","8.attention.value","9.attention.value","10.attention.value","11.attention.value"],"url":["https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_0_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_1_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_2_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_3_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_4_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_5_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_6_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_7_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_8_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_9_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_10_attention_self_value.png","https://huggingface.co/madlag/bert-base-uncased-squad1.1-block-sparse-0.07-v1/raw/main/model_card/layer_images/layer_11_attention_self_value.png"],"x":[0.41666666666666663,1.4166666666666665,2.416666666666667,3.416666666666667,4.416666666666666,5.416666666666666,6.416666666666666,7.416666666666666,8.416666666666668,9.416666666666668,10.416666666666668,11.416666666666668]},"selected":{"id":"1213"},"selection_policy":{"id":"1212"}},"id":"1197","type":"ColumnDataSource"},{"attributes":{},"id":"1161","type":"BasicTicker"},{"attributes":{"callback":null,"tooltips":"\\n        &lt;div&gt;\\n            &lt;div style=\\"margin-bottom:10px\\"&gt;\\n                &lt;span style=\\"font-size: 15px;\\"&gt;&lt;b&gt;@name&lt;/b&gt;&lt;br/&gt;density=@density&lt;/span&gt;\\n            &lt;/div&gt;\\n            &lt;div&gt;            \\n                &lt;img\\n                    src=\\"@url\\" height=\\"@img_height\\" width=\\"@img_width\\" alt=\\"@url\\"\\n                    style=\\"float: left; margin: 0px 15px 15px 0px;\\"\\n                    border=\\"0\\"\\n                /&gt;\\n            &lt;/div&gt;\\n        &lt;/div&gt;\\n        "},"id":"1144","type":"HoverTool"},{"attributes":{},"id":"1152","type":"LinearScale"},{"attributes":{},"id":"1232","type":"UnionRenderers"},{"attributes":{"axis":{"id":"1156"},"grid_line_color":null,"ticker":null},"id":"1159","type":"Grid"},{"attributes":{},"id":"1154","type":"LinearScale"},{"attributes":{"below":[{"id":"1156"}],"center":[{"id":"1159"},{"id":"1163"},{"id":"1179"}],"left":[{"id":"1160"}],"outline_line_color":null,"plot_height":300,"plot_width":505,"renderers":[{"id":"1170"},{"id":"1185"},{"id":"1201"},{"id":"1219"}],"title":{"id":"1146"},"toolbar":{"id":"1164"},"x_range":{"id":"1148"},"x_scale":{"id":"1152"},"y_range":{"id":"1150"},"y_scale":{"id":"1154"}},"id":"1145","subtype":"Figure","type":"Plot"},{"attributes":{"data_source":{"id":"1166"},"glyph":{"id":"1168"},"hover_glyph":null,"muted_glyph":null,"name":"query","nonselection_glyph":{"id":"1169"},"selection_glyph":null,"view":{"id":"1171"}},"id":"1170","type":"GlyphRenderer"},{"attributes":{"fill_color":{"value":"#20cb97"},"line_color":{"value":"#20cb97"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1199","type":"VBar"},{"attributes":{"source":{"id":"1166"}},"id":"1171","type":"CDSView"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#aa69f7"},"line_alpha":{"value":0.1},"line_color":{"value":"#aa69f7"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1218","type":"VBar"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#20cb97"},"line_alpha":{"value":0.1},"line_color":{"value":"#20cb97"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1200","type":"VBar"},{"attributes":{},"id":"1177","type":"UnionRenderers"},{"attributes":{"items":[{"id":"1180"},{"id":"1196"},{"id":"1214"},{"id":"1234"}],"location":"top_left","orientation":"horizontal"},"id":"1179","type":"Legend"},{"attributes":{"fill_alpha":{"value":0.1},"fill_color":{"value":"#ed5642"},"line_alpha":{"value":0.1},"line_color":{"value":"#ed5642"},"top":{"field":"height"},"width":{"value":0.125},"x":{"field":"x"}},"id":"1184","type":"VBar"},{"attributes":{"data_source":{"id":"1197"},"glyph":{"id":"1199"},"hover_glyph":null,"muted_glyph":null,"name":"value","nonselection_glyph":{"id":"1200"},"selection_glyph":null,"view":{"id":"1202"}},"id":"1201","type":"GlyphRenderer"},{"attributes":{"source":{"id":"1197"}},"id":"1202","type":"CDSView"},{"attributes":{},"id":"1178","type":"Selection"},{"attributes":{"label":{"value":"value"},"renderers":[{"id":"1201"}]},"id":"1214","type":"LegendItem"}],"root_ids":["1145"]},"title":"Bokeh Application","version":"2.2.3"}}';
+                  var render_items = [{"docid":"edf1c162-b726-4cff-a762-03abf4f93f5c","root_ids":["1145"],"roots":{"1145":"4095188c-7cd2-42fd-8d63-472ab3450d4c"}}];
+                  root.Bokeh.embed.embed_items(docs_json, render_items);
+                
+                  }
+                  if (root.Bokeh !== undefined) {
+                    embed_document(root);
+                  } else {
+                    var attempts = 0;
+                    var timer = setInterval(function(root) {
+                      if (root.Bokeh !== undefined) {
+                        clearInterval(timer);
+                        embed_document(root);
+                      } else {
+                        attempts++;
+                        if (attempts > 100) {
+                          clearInterval(timer);
+                          console.log("Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing");
+                        }
+                      }
+                    }, 10, root)
+                  }
+                })(window);
+              });
+            };
+            if (document.readyState != "loading") fn();
+            else document.addEventListener("DOMContentLoaded", fn);
+          })();
+        },
+        function(Bokeh) {
+        
+        
+        }
+      ];
+    
+      function run_inline_js() {
+        
+        for (var i = 0; i < inline_js.length; i++) {
+          inline_js[i].call(root, root.Bokeh);
+        }
+        
+      }
+    
+      if (root._bokeh_is_loading === 0) {
+        console.debug("Bokeh: BokehJS loaded, going straight to plotting");
+        run_inline_js();
+      } else {
+        load_libs(css_urls, js_urls, function() {
+          console.debug("Bokeh: BokehJS plotting callback run at", now());
+          run_inline_js();
+        });
+      }
+    }(window));
+  };
+  if (document.readyState != "loading") fn();
+  else document.addEventListener("DOMContentLoaded", fn);
+})();