david-macleod

def plot_timings(loader, n_batches, model_time=0.2, max_time=2.5):
    
    fig, ax = plt.subplots()
    ax.set_axisbelow(True)
    ax.yaxis.grid(which="major", color='black', linewidth=1)
    
    zero_time = time.time()
    
    worker_ids = {}
    worker_count = count()

david-macleod

from bokeh.models import CustomJS, ColumnDataSource

source = ColumnDataSource(data=dict(x=[0,0], y=[0, 80]))

# Javascript
callback = CustomJS(args=dict(source=source), code="""
        var data = source.data;
        var f = cb_obj.value
        data['x'] = [f, f]

david-macleod

# Forked from nathanielatom, updated to work with typescript and bokeh==1.3.4
from bokeh.layouts import column, layout
from bokeh.models import CustomJS, Model, LayoutDOM
from bokeh.document import Document
from bokeh.models.widgets import Button, Slider, Toggle
from bokeh.core.properties import Instance, String
from bokeh.io import save, output_file, show
from bokeh.util.compiler import TypeScript
from fontawesome.fontawesome_icon import FontAwesomeIcon as Icon
# Requires https://github.com/bokeh/bokeh/tree/master/examples/custom/font-awesome

david-macleod

layer_dict = {}

def inspect_layer(module, input, output):
    global layer_dict
    layer_dict[module] = (input, output)
    
handles = [layer.register_forward_hook(inspect_layer) for layer in output_layers]

# handles[0].remove()

david-macleod

x 

david-macleod

from pydrive.auth import GoogleAuth
from pydrive.drive import GoogleDrive
from google.colab import auth
from oauth2client.client import GoogleCredentials

auth.authenticate_user()
gauth = GoogleAuth()
gauth.credentials = GoogleCredentials.get_application_default()
drive = GoogleDrive(gauth)

david-macleod

import tensorflow as tf 
from object_detection.anchor_generators.multiple_grid_anchor_generator import create_ssd_anchors
from object_detection.models.ssd_mobilenet_v2_feature_extractor_test import SsdMobilenetV2FeatureExtractorTest
import matplotlib.pyplot as plt
from matplotlib import patches
import numpy as np


def get_feature_map_shapes(image_height, image_width):
    """

david-macleod

# Examples of calls to various tensorflow features from CLI

# Load graph to tensorboard
python -m tensorflow.python.tools.import_pb_to_tensorboard 

david-macleod

set-option -g prefix C-a
set -g mouse on

# remember to run tmux source-file ~/.tmux.conf

david-macleod

if [[ -z "$TMUX" ]]; then
   tmux new -d -s jn
   tmux send -t jn "jupyter notebook" ENTER
fi