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kin.y_component(generated_particles[j]),
sin_y * px + cos_y * pz,
kin.time_component(generated_particles[j])],
axis=1)
if part_num == (n_particles - 1):
break
betas = (pds[part_num] / tf.sqrt(tf.square(pds[part_num]) + tf.square(inv_masses[part_num])))
generated_particles = [kin.lorentz_boost(part,
tf.concat([zero_component,
betas,
zero_component],
axis=1))
for part in generated_particles]
part_num += 1
# Final boost of all particles
generated_particles = [kin.lorentz_boost(part, p_top_boost)
for part in generated_particles]
return tf.reshape(weights, (n_events,)), tf.reshape(w_max, (n_events,)), generated_particles, masses
sin_z * px + cos_z * py,
kin.z_component(generated_particles[j]),
kin.time_component(generated_particles[j])],
axis=1)
# Rotate about y
px = kin.x_component(generated_particles[j])
pz = kin.z_component(generated_particles[j])
generated_particles[j] = tf.concat([cos_y * px - sin_y * pz,
kin.y_component(generated_particles[j]),
sin_y * px + cos_y * pz,
kin.time_component(generated_particles[j])],
axis=1)
if part_num == (n_particles - 1):
break
betas = (pds[part_num] / tf.sqrt(tf.square(pds[part_num]) + tf.square(inv_masses[part_num])))
generated_particles = [kin.lorentz_boost(part,
tf.concat([zero_component,
betas,
zero_component],
axis=1))
for part in generated_particles]
part_num += 1
# Final boost of all particles
generated_particles = [kin.lorentz_boost(part, p_top_boost)
for part in generated_particles]
return tf.reshape(weights, (n_events,)), tf.reshape(w_max, (n_events,)), generated_particles, masses