Mircea Mironenco mirceamironenco

I hereby claim:

I am mirceamironenco on github.
I am mirceamironenco (https://keybase.io/mirceamironenco) on keybase.
I have a public key whose fingerprint is AE6D E27B 8985 EA4B 1082 A35B EDFF DD1F 075B 2BAB

To claim this, I am signing this object:

	include(FetchContent)

	set(CMAKE_CXX_STANDARD_REQUIRED ON)
	set(CMAKE_CXX_EXTENSIONS ON)
	set(CMAKE_EXPORT_COMPILE_COMMANDS ON)

	if (${CMAKE_SYSTEM_NAME} MATCHES "Darwin")
	set(MACOSX_FOUND TRUE)
	endif()

	from __future__ import annotations

	import dataclasses
	import pathlib
	import sys
	import warnings
	from collections import deque
	from collections.abc import Sequence
	from typing import (
	Annotated,

	gcloud compute instances create mircea \
	--min-cpu-platform "Intel Broadwell" \
	--machine-type n1-standard-1 --zone europe-west1-b \
	--boot-disk-size 500GB --boot-disk-type=pd-ssd\
	--accelerator type=nvidia-tesla-k80,count=1 \
	--image-family ubuntu-1604-lts --image-project ubuntu-os-cloud \
	--maintenance-policy TERMINATE --restart-on-failure \
	--metadata startup-script='#!/bin/bash
	echo "Checking for CUDA and installing."
	# Check for CUDA and try to install.

	from __future__ import absolute_import
	from __future__ import division
	from __future__ import print_function

	import inspect
	import time

	import numpy as np
	import tensorflow as tf

	class Layer(object):
	def __init__(self, scope="dense_layer"):
	self.scope = scope

	def __call__(self, x, **kwargs):
	with tf.name_scope(self.scope):
	return self.output(x, **kwargs)

	def output(self, x, **kwargs):
	raise NotImplementedError()

	def loss(self, mc_logits, y_true):
	"""
	mc_logits is batch_size x num_k_samples x num_classes
	y_true is batch_size x num_classes
	self.k_mc is the number of samples used.
	self.alpha is the alpha-divergence parameter
	(0-VI,0.5-Hellinger,1.0-EP)
	"""
	mc_log_softmax = mc_logits - tf.reduce_max(mc_logits, axis=2,
	keep_dims=True)