This script lets you expose a CoreML model's intermediate tensors as outputs.
If your CoreML model is spitting out garbage and the inputs look correct it can be painful to find where things are failing in the middle of your model.
Download the script, grab your .mlpackage and fire up https://netron.app to find an interesting tensor.
[ Update 2020-05-31: I won't be maintaining this page or responding to comments anymore (except for perhaps a few exceptional occasions). ]
Most of the terminal emulators auto-detect when a URL appears onscreen and allow to conveniently open them (e.g. via Ctrl+click or Cmd+click, or the right click menu).
It was, however, not possible until now for arbitrary text to point to URLs, just as on webpages.
| # <type>: (If applied, this commit will...) <subject> (Max 50 char) | |
| # |<---- Using a Maximum Of 50 Characters ---->| | |
| # Explain why this change is being made | |
| # |<---- Try To Limit Each Line to a Maximum Of 72 Characters ---->| | |
| # Provide links or keys to any relevant tickets, articles or other resources | |
| # Example: Github issue #23 |
| from keras.models import Sequential | |
| from keras.layers.core import Dense, Dropout, Activation, Flatten | |
| from keras.layers.convolutional import Convolution2D, MaxPooling2D | |
| from keras.layers.normalization import BatchNormalization | |
| #AlexNet with batch normalization in Keras | |
| #input image is 224x224 | |
| model = Sequential() | |
| model.add(Convolution2D(64, 3, 11, 11, border_mode='full')) |
| https://www.youtube.com/channel/UCmVGp8jfZ0VLg_i8TuCaBQw | |
| 1 revolution music - epic expedition | |
| 1 revolution music - leader of men | |
| 1 revolution music - pursuit of justice - tom dimartino | |
| 1 revolution music - righteous fall | |
| 1 revolution music - salute to the brave | |
| 1 revolution music - united we stand | |
| 8dawn music - blades of destiny | |
| 8dawn music - buried power |
| RATE_LIMIT_SCRIPT = r''' | |
| local now = tonumber(ARGV[1]) | |
| local required = tonumber(ARGV[2]) | |
| local rate = tonumber(ARGV[3]) | |
| local per_secs = tonumber(ARGV[4]) | |
| local do_subtract = tonumber(ARGV[5]) == 1 | |
| local full_at = tonumber(redis.call('GET', KEYS[1])) or 0 | |
| local score, result | |
| if full_at < now then | |
| score = rate |
One of the best ways to reduce complexity (read: stress) in web development is to minimize the differences between your development and production environments. After being frustrated by attempts to unify the approach to SSL on my local machine and in production, I searched for a workflow that would make the protocol invisible to me between all environments.
Most workflows make the following compromises:
Use HTTPS in production but HTTP locally. This is annoying because it makes the environments inconsistent, and the protocol choices leak up into the stack. For example, your web application needs to understand the underlying protocol when using the secure flag for cookies. If you don't get this right, your HTTP development server won't be able to read the cookies it writes, or worse, your HTTPS production server could pass sensitive cookies over an insecure connection.
Use production SSL certificates locally. This is annoying
Locate the section for your github remote in the .git/config file. It looks like this:
[remote "origin"]
fetch = +refs/heads/*:refs/remotes/origin/*
url = [email protected]:joyent/node.git
Now add the line fetch = +refs/pull/*/head:refs/remotes/origin/pr/* to this section. Obviously, change the github url to match your project's URL. It ends up looking like this:
| import time | |
| import win32api, win32con | |
| VK_CODE = {'left_arrow':0x25, | |
| 'spacebar':0x20, | |
| 'right_arrow':0x27} | |
| def press(x): | |
| win32api.keybd_event(VK_CODE[x], 0,0,0) | |
| win32api.keybd_event(VK_CODE[x],0 ,win32con.KEYEVENTF_KEYUP ,0) |