def rectangle_with_latex(width,
expr,
rectangle_tikz_str="",
latex_tikz_str=""):
r_fmt = fmt.combine_tikz_strs([
# fmt.alignment("center"),
fmt.rounded_corners(roundness_in_cm),
fmt.line_width(line_width),
rectangle_tikz_str
])
l_fmt = fmt.combine_tikz_strs([latex_tikz_str])
r = stz.rectangle_from_width_and_height([0, 0], square_side, width, r_fmt)
l = stz.latex(stz.center_coords(r), expr, l_fmt)
return [r, l]
def rectangle(height, color_name):
s_fmt = fmt.combine_tikz_strs([
fmt.line_width(line_width),
fmt.fill_color(color_name),
fmt.rounded_corners(rectangle_roundness)
])
return stz.rectangle_from_width_and_height([0, 0], height, width, s_fmt)
def connect(e_from, e_to):
cs_from = stz.coords_from_bbox_with_fn(e_from, stz.top_center_coords)
cs_to = stz.coords_from_bbox_with_fn(e_to, stz.bottom_center_coords)
s_fmt = fmt.combine_tikz_strs(
[fmt.line_width(line_width),
fmt.arrow_heads("end")])
return stz.line_segment(cs_from, cs_to, s_fmt)
def rectangle_with_text(color_name, s_lst):
height = 0.1 + per_line_height * len(s_lst)
s_width = fmt.combine_tikz_strs([fmt.text_width(width), "align=center"])
r = rectangle(height, color_name)
cs = stz.center_coords(r)
s = " \\vspace{-0.05cm} \\linebreak ".join(s_lst)
t = stz.latex(cs, s, s_width)
return [r, t]
def connect(e_from, e_to, color_name="black"):
s_fmt = fmt.combine_tikz_strs(
[fmt.arrow_heads("end"),
fmt.line_color(color_name), s_lw])
from_cs = stz.center_coords(e_from)
to_cs = stz.center_coords(e_to)
out_angle = stz.vector_to_angle([from_cs, to_cs])
in_angle = out_angle + 180.0
return stz.line_segment_between_circles(from_cs, node_radius, out_angle,
to_cs, node_radius, in_angle, s_fmt)
def label_small_node(label, e_small, angle, distance, label_width):
s_fmt = fmt.combine_tikz_strs([
fmt.rounded_corners(rectangle_roundness),
fmt.fill_color_with_no_line('gray!20')
])
s_fmt_t = fmt.fill_color_with_no_line('gray!20')
r = stz.rectangle_from_width_and_height([0, 0], 1.8 * node_radius,
label_width, s_fmt)
cs = stz.center_coords(e_small)
cs_label = stz.coords_on_circle(cs, distance, angle)
stz.translate_bbox_center_to_coords(r, cs_label)
l = stz.latex(cs_label, label)
t = stz.closed_path([
stz.coords_on_circle(cs, filled_node_radius, angle), cs_label,
stz.coords_on_circle(cs_label, triangle_radius,
angle + 180.0 + triangle_angle_delta)
], s_fmt_t)
return [r, t, l]
2.0 * horizontal_plate_spacing,
2.0 * vertical_plate_spacing)
l_cs = stz.translate_coords_antidiagonally(
stz.bbox(r)[1], -plate_label_spacing)
l = stz.latex(l_cs, expr)
return [r, l]
alpha_c = stz.circle([0, 0], node_radius)
theta_c = stz.circle([0, 0], node_radius)
z_c = stz.circle([0, 0], node_radius)
w_c = stz.circle([0, 0], node_radius)
eta_c = stz.circle([0, 0], node_radius)
beta_c = stz.circle([0, 0], node_radius)
w_c["tikz_str"] = fmt.combine_tikz_strs(
[w_c["tikz_str"], fmt.fill_color("gray")])
stz.distribute_horizontally_with_spacing([alpha_c, theta_c, z_c, w_c],
node_spacing)
stz.distribute_horizontally_with_spacing([eta_c, beta_c], node_spacing)
stz.place_above_and_align_to_the_center([eta_c, beta_c],
[alpha_c, theta_c, z_c, w_c],
node_spacing)
alpha_l = label_below(alpha_c, "$\\alpha$")
theta_l = label_below(theta_c, "$\\theta$")
z_l = label_below(z_c, "$z$")
w_l = label_below(w_c, "$w$")
eta_l = label_left(eta_c, "$\\eta$")
beta_l = label_right(beta_c, "$\\beta$")
def highlight(e_frame, indices, idx, color):
e = get_idx(e_frame, indices)
s_fmt = fmt.combine_tikz_strs([e["tikz_str"], fmt.fill_color(color)])
e['tikz_str'] = s_fmt
io_corner_roundness = 0.0
module_roundness = 0.0
line_width = 2.0 * fmt.standard_line_width
module_inner_vertical_spacing = 0.1
delta_increment = 0.0
horizontal_module_spacing = 0.2
vertical_module_spacing = 0.2
spacing_between_module_and_hyperp = 0.8
spacing_between_hyperp_and_hyperp = 0.4
arrow_length = vertical_module_spacing
name2color = fmt.google_slides_named_colors()
connect_s_fmt = fmt.combine_tikz_strs(
[fmt.arrow_heads("end"),
fmt.line_width(line_width)])
input_s_fmt = fmt.combine_tikz_strs([
fmt.line_width(line_width),
])
output_s_fmt = fmt.combine_tikz_strs([
fmt.line_width(line_width),
])
property_s_fmt = fmt.combine_tikz_strs([
fmt.line_width(line_width),
])
module_s_fmt = fmt.combine_tikz_strs([
spacing_between_towers = 1.5
bbox_spacing = 0.45
bbox_roundness = 0.3
name2color = {
"emb_color": (252, 224, 225),
"multi_head_attention_color": (252, 226, 187),
"add_norm_color": (242, 243, 193),
"ff_color": (194, 232, 247),
"softmax_color": (203, 231, 207),
"linear_color": (220, 223, 240),
"gray_bbox_color": (243, 243, 244)
}
s_arr = fmt.combine_tikz_strs(
[fmt.line_width(line_width),
fmt.arrow_heads("end")])
s_lw = fmt.combine_tikz_strs([fmt.line_width(line_width)])
s_con = s_bbox = fmt.combine_tikz_strs([
fmt.arrow_heads("end"),
fmt.line_width(line_width),
fmt.rounded_corners(connector_roundness)
])
s_bbox = fmt.combine_tikz_strs([
fmt.fill_color("gray_bbox_color"),
fmt.line_width(line_width),
fmt.rounded_corners(bbox_roundness)
])
"my_grey": (217, 217, 217),
"my_yellow": (255, 212, 76),
"my_blue": (1, 176, 240),
"my_green": (50, 192, 115),
"my_red": (255, 102, 102)
}
m_fmt = fmt.line_and_fill_colors("my_grey", "my_grey")
x1_fmt = fmt.line_and_fill_colors("my_yellow", "my_yellow")
x2_fmt = fmt.line_and_fill_colors("my_blue", "my_blue")
x3_fmt = fmt.line_and_fill_colors("my_green", "my_green")
x4_fmt = fmt.line_and_fill_colors("my_red", "my_red")
xs_fmt = [x1_fmt, x2_fmt, x3_fmt, x4_fmt]
h_green_rfmt = fmt.combine_tikz_strs(
[fmt.line_width(2.0 * line_width),
fmt.line_color("my_green")])
h_grey_rfmt = fmt.line_color("my_grey")
h_grey_lfmt = fmt.text_color("my_grey")
def rectangle_with_latex(width,
expr,
rectangle_tikz_str="",
latex_tikz_str=""):
r_fmt = fmt.combine_tikz_strs([
# fmt.alignment("center"),
fmt.rounded_corners(roundness_in_cm),
fmt.line_width(line_width),
rectangle_tikz_str
])
def dashed_bbox(e_lst):
s_fmt = fmt.combine_tikz_strs([fmt.line_style("dashed"), s_lw])
top_left_cs, bottom_right_cs = stz.bbox(e_lst)
return stz.rectangle_from_additive_resizing(top_left_cs, bottom_right_cs,
2.0 * bbox_spacing,
2.0 * bbox_spacing, s_fmt)
place(nodes[7], [-1, 1, 1])
place(nodes[8], [1, 1, -1])
connections = [
connect(nodes[0], nodes[1], "blue"),
connect(nodes[0], nodes[2]),
connect(nodes[1], nodes[3]),
connect(nodes[1], nodes[4], "blue"),
connect(nodes[2], nodes[5]),
connect(nodes[4], nodes[6], "blue"),
connect(nodes[4], nodes[7]),
connect(nodes[5], nodes[8]),
]
nodes[-3][0]["tikz_str"] = fmt.combine_tikz_strs(
[nodes[-3][0]["tikz_str"],
fmt.line_and_fill_colors("mygreen", "mygreen")])
nodes[-3][1]["tikz_str"] = fmt.combine_tikz_strs(
[nodes[-3][0]["tikz_str"], "text=white"])
bb1 = dashed_bbox([nodes[6]])
bb2 = dashed_bbox([bb1, nodes[4], nodes[7]])
bb3 = dashed_bbox([bb2, nodes[1], nodes[3]])
bboxes = [bb1, bb2, bb3]
labels = [
label_left(nodes[0], "4 < 8"),
label_left(nodes[1], "4 > 3"),
label_left(nodes[4], "4 < 6"),
]