Module Import alias identifier Import alias identifier Import alias ImportFrom alias FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr AttributeLoad NameLoad attr Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd BinOpAdd NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assert CompareEq AttributeLoad NameLoad attr TupleLoad Num Num Assert Call AttributeLoad NameLoad attr Call NameLoad AttributeLoad NameLoad attr BinOpAdd BinOpMult Num NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Print AttributeLoad NameLoad attr AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Print AttributeLoad NameLoad attr AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args defaults body Expr Call AttributeLoad NameLoad attr Num For NameStore Call NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr Num Num Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad Expr AttributeLoad NameLoad attr Assert CompareEq AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr AttributeLoad NameLoad attr Assert CompareLt Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad NameLoad NameLoad decorator_list
N/A N/A numpy np N/A numpy.random npr N/A kayak N/A * test_matadd_values_1 N/A N/A N/A N/A N/A N/A N/A npr seed 1 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A N/A N/A C shape N/A np_A shape N/A N/A N/A np all N/A close_float N/A C value N/A np_A np_B N/A test_matadd_values_2 N/A N/A N/A N/A N/A N/A N/A npr seed 2 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A np_C N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak Parameter np_C N/A D N/A N/A kayak MatAdd A B C N/A N/A N/A D shape N/A np_A shape N/A N/A N/A np all N/A close_float N/A D value N/A N/A np_A np_B np_C N/A test_matadd_values_3 N/A N/A N/A N/A N/A N/A N/A npr seed 3 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 1 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A N/A N/A C shape N/A 5 6 N/A N/A N/A np all N/A close_float N/A C value N/A np_A np_B N/A test_matadd_values_4 N/A N/A N/A N/A N/A N/A N/A npr seed 4 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 1 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A N/A N/A C shape N/A 5 6 N/A N/A N/A np all N/A close_float N/A C value N/A np_A np_B N/A test_matadd_values_5 N/A N/A N/A N/A N/A N/A N/A npr seed 5 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 1 6 N/A np_B N/A N/A npr randn 5 1 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A N/A N/A C shape N/A 5 6 N/A N/A N/A np all N/A close_float N/A C value N/A np_A np_B N/A test_matadd_values_6 N/A N/A N/A N/A N/A N/A N/A npr seed 6 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 1 1 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A N/A N/A C shape N/A 5 6 N/A N/A N/A np all N/A close_float N/A C value N/A np_A np_B N/A test_matadd_values_7 N/A N/A N/A N/A N/A N/A N/A npr seed 7 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A D N/A N/A kayak MatAdd A B A N/A N/A N/A D shape N/A 5 6 N/A N/A N/A np all N/A close_float N/A D value N/A N/A 2 np_A np_B N/A test_matadd_grad_1 N/A N/A N/A N/A N/A N/A N/A npr seed 8 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A D N/A N/A kayak MatSum C N/A N/A D value N/A N/A N/A N/A N/A kayak util checkgrad A D MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B D MAX_GRAD_DIFF N/A test_matadd_grad_2 N/A N/A N/A N/A N/A N/A N/A npr seed 9 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A np_C N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak Parameter np_C N/A D N/A N/A kayak MatAdd A B C N/A E N/A N/A kayak MatSum D N/A N/A E value N/A N/A N/A N/A N/A kayak util checkgrad A E MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B E MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad C E MAX_GRAD_DIFF N/A test_matadd_grad_3 N/A N/A N/A N/A N/A N/A N/A npr seed 10 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 1 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A D N/A N/A kayak MatSum C N/A N/A D value N/A N/A np_A shape N/A N/A N/A D grad A shape N/A N/A np_B shape N/A N/A N/A D grad B shape N/A N/A N/A N/A N/A D grad A shape N/A np_A shape N/A N/A N/A N/A N/A D grad B shape N/A np_B shape N/A N/A N/A N/A N/A kayak util checkgrad A D MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B D MAX_GRAD_DIFF N/A test_matadd_grad_4 N/A N/A N/A N/A N/A N/A N/A npr seed 11 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 1 N/A np_B N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A D N/A N/A kayak MatSum C N/A N/A D value N/A N/A N/A N/A N/A D grad A shape N/A np_A shape N/A N/A N/A N/A N/A D grad B shape N/A np_B shape N/A N/A N/A N/A N/A kayak util checkgrad A D MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B D MAX_GRAD_DIFF N/A test_matadd_grad_5 N/A N/A N/A N/A N/A N/A N/A npr seed 12 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 1 N/A np_B N/A N/A npr randn 1 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A D N/A N/A kayak MatSum C N/A N/A D value N/A N/A N/A N/A N/A D grad A shape N/A np_A shape N/A N/A N/A N/A N/A D grad B shape N/A np_B shape N/A N/A N/A N/A N/A kayak util checkgrad A D MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B D MAX_GRAD_DIFF N/A test_matadd_grad_6 N/A N/A N/A N/A N/A N/A N/A npr seed 13 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 1 1 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A C N/A N/A kayak MatAdd A B N/A D N/A N/A kayak MatSum C N/A N/A D value N/A N/A N/A N/A N/A D grad A shape N/A np_A shape N/A N/A N/A N/A N/A D grad B shape N/A np_B shape N/A N/A N/A N/A N/A kayak util checkgrad A D MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B D MAX_GRAD_DIFF N/A test_matadd_grad_7 N/A N/A N/A N/A N/A N/A N/A npr seed 14 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A B N/A N/A kayak Parameter np_B N/A D N/A N/A kayak MatAdd A B A N/A E N/A N/A kayak MatSum D N/A N/A E value N/A N/A N/A N/A N/A E grad A shape N/A np_A shape N/A N/A N/A N/A N/A E grad B shape N/A np_B shape N/A N/A N/A N/A N/A kayak util checkgrad A E MAX_GRAD_DIFF N/A N/A N/A N/A N/A kayak util checkgrad B E MAX_GRAD_DIFF N/A test_matadd_grad_8 N/A N/A N/A N/A N/A N/A N/A npr seed 15 N/A ii N/A xrange NUM_TRIALS N/A N/A np_A N/A N/A npr randn 5 6 N/A np_B N/A N/A npr randn 5 6 N/A A N/A N/A kayak Parameter np_A N/A D N/A N/A kayak MatAdd A A N/A E N/A N/A kayak MatSum D N/A N/A E value N/A N/A N/A N/A N/A E grad A shape N/A np_A shape N/A N/A N/A N/A N/A kayak util checkgrad A E MAX_GRAD_DIFF N/A