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Realm backend #1592

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6adb290
temporary weight adjust index
reyna-abhyankar Aug 25, 2024
61697c2
Loss function
reyna-abhyankar Aug 27, 2024
b56c046
Add cuda test for loss function
reyna-abhyankar Aug 27, 2024
f75a3d4
Format
reyna-abhyankar Aug 27, 2024
f74711f
Refactor and build optimizer kernels, op
reyna-abhyankar Aug 27, 2024
40c6252
Finish optimizer local backing
reyna-abhyankar Aug 27, 2024
ad9b9ea
Format
reyna-abhyankar Aug 27, 2024
1ddfade
E2E update test
reyna-abhyankar Aug 27, 2024
dde9496
Format
reyna-abhyankar Aug 27, 2024
59635d8
Small fixes
reyna-abhyankar Sep 11, 2024
103ef07
Format
reyna-abhyankar Sep 11, 2024
f48f9ff
Fix test and small issues
reyna-abhyankar Sep 18, 2024
189c9c8
Format
reyna-abhyankar Sep 18, 2024
d93f464
Merge branch 'repo-refactor' into local-e2e-training
reyna-abhyankar Oct 1, 2024
b5647c8
Pass tests after merge
reyna-abhyankar Oct 1, 2024
f5ff91e
Fix input/weight differentiation
reyna-abhyankar Oct 1, 2024
7470e71
Fix signature to use unified rep
reyna-abhyankar Oct 1, 2024
deece1b
Fix model training instance abstraction
reyna-abhyankar Oct 1, 2024
1d3cc94
Change subcase test name
reyna-abhyankar Oct 1, 2024
3cf5d08
Quick fixes
reyna-abhyankar Oct 16, 2024
79ef4c9
Refactor training backing and instance
reyna-abhyankar Oct 22, 2024
a73b1c3
Expose op folders publicly
reyna-abhyankar Nov 13, 2024
c6fed29
Add tensor type, operate over reduced tensor
reyna-abhyankar Nov 13, 2024
0cdfb1a
Fixes
reyna-abhyankar Jan 7, 2025
9d252b3
Remove tensor lower
reyna-abhyankar Jan 15, 2025
895c117
Add tensor and task lowering scheme
reyna-abhyankar Jan 17, 2025
66d61eb
feat: add realm-backend subdir
chenzhuofu Jan 21, 2025
8d0cfec
Merge branch 'local-e2e-training' of github.com:reyna-abhyankar/FlexF…
chenzhuofu Jan 21, 2025
411017d
Build local exec
reyna-abhyankar Jan 22, 2025
759abdd
Merge branch 'local-e2e-training' of github.com:reyna-abhyankar/FlexF…
chenzhuofu Jan 22, 2025
bcd1408
chore: duplicate some files from local-execution
chenzhuofu Jan 22, 2025
5e11568
Merge branch 'master' of github.com:flexflow/flexflow-train into real…
chenzhuofu Jan 28, 2025
1c55cf7
Merge branch 'master' of github.com:flexflow/flexflow-train into real…
chenzhuofu Jan 28, 2025
b9144ad
chore: update legion
chenzhuofu Jan 30, 2025
66647a2
feat: add legion related code
chenzhuofu Jan 30, 2025
0128abb
Disaggregate local backend
reyna-abhyankar Feb 1, 2025
277f8c2
Update task binding interface and cost estimator
reyna-abhyankar Feb 1, 2025
377c6aa
Merge master into local execution
reyna-abhyankar Feb 4, 2025
6f689a4
feat: add Future wrapper for func result
chenzhuofu Feb 5, 2025
fe2bc21
feat: add realm-backend draft impl
chenzhuofu Feb 5, 2025
8efaec7
Build
reyna-abhyankar Feb 6, 2025
1dc1398
Format
reyna-abhyankar Feb 6, 2025
17ad5c8
Split task spec files
reyna-abhyankar Feb 6, 2025
639c2c1
Delete outdated sim environment file
reyna-abhyankar Feb 6, 2025
c408ebb
Merge branch 'local-e2e-training' of github.com:reyna-abhyankar/FlexF…
chenzhuofu Feb 8, 2025
a697044
Finish API
reyna-abhyankar Feb 13, 2025
187a8d5
Add tests for allocated and unallocated
reyna-abhyankar Feb 13, 2025
a0f8113
Fix nonnegative
reyna-abhyankar Feb 13, 2025
b1eab94
Format
reyna-abhyankar Feb 13, 2025
b532c50
Pass allocated-unallocated tests
reyna-abhyankar Feb 13, 2025
f28e5c2
Update task registry tests
reyna-abhyankar Feb 13, 2025
7887183
Merge branch 'local-e2e-training' of github.com:reyna-abhyankar/FlexF…
chenzhuofu Feb 16, 2025
9c16d76
feat: intial implementation of realm-backend
chenzhuofu Feb 19, 2025
89752fa
Move local tensor backing to dtgen
reyna-abhyankar Feb 22, 2025
aef8ad5
Remove lowered tensor source
reyna-abhyankar Feb 22, 2025
f0a4285
Loss and update tests
reyna-abhyankar Feb 24, 2025
9047edc
Merge master
reyna-abhyankar Feb 24, 2025
350babf
Passing tests after merge issues
reyna-abhyankar Feb 24, 2025
aef7c6e
Pass gpu tests
reyna-abhyankar Feb 25, 2025
6c84fb3
chore: fix typo
chenzhuofu Feb 26, 2025
d6aa7ad
chore: update realm allocator impl
chenzhuofu Feb 27, 2025
419cca8
chore: eliminate std::optional<float>
chenzhuofu Mar 3, 2025
2c0b573
feat: buildable realm-backend
chenzhuofu Mar 5, 2025
ebe06cf
Merge commit 'aef8ad58196f7b7f724fc7f0a1a65af24ee12acd' of github.com…
chenzhuofu Mar 5, 2025
062825e
chore: Move realm tensor backing to dtgen
chenzhuofu Mar 5, 2025
d82fa2a
Merge commit '350babf3584c3d99e76e4dc0f72a658aa0222afc' of github.com…
chenzhuofu Mar 5, 2025
7c53bb3
chore: minor
chenzhuofu Mar 5, 2025
403ec78
Merge commit 'aef7c6e3c3087f15b4c90792148f170da84f6f7c' of github.com…
chenzhuofu Mar 5, 2025
bf57d1d
chore: remove deprecated file
chenzhuofu Mar 5, 2025
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Expose op folders publicly
  • Loading branch information
reyna-abhyankar committed Nov 13, 2024
commit a73b1c325f819f1ffdcdc0ce38fda1e25fd2eb28
Original file line number Diff line number Diff line change
Expand Up @@ -19,8 +19,6 @@ struct ModelTrainingInstance {
tensor_guid_t const & label_tensor,
OptimizerAttrs const &);

void register_and_allocate_layers();
void allocate_optimizer_tensors();
void execute_init();
PerLayerElapsedTime execute_forward();
PerLayerElapsedTime execute_backward();
Expand Down
11 changes: 3 additions & 8 deletions lib/local-execution/src/model_training_instance.cc
Original file line number Diff line number Diff line change
Expand Up @@ -14,16 +14,11 @@ ModelTrainingInstance::ModelTrainingInstance(Allocator const & allocator,
tensor_guid_t const &label_tensor,
OptimizerAttrs const & optimizer_attrs)
: computation_graph(computation_graph), training_backing(allocator, computation_graph, tensor_backing_map, runtime_arg_config),
loss_attrs(loss_attrs), logit_tensor(logit_tensor), label_tensor(label_tensor), optimizer_attrs(optimizer_attrs) {}
loss_attrs(loss_attrs), logit_tensor(logit_tensor), label_tensor(label_tensor), optimizer_attrs(optimizer_attrs) {

void ModelTrainingInstance::register_and_allocate_layers() {
// allocate each layer's tensors
for (layer_guid_t const & node: topological_ordering(this->computation_graph)) {
this->training_backing.register_and_allocate_layer(node);
}
}

void ModelTrainingInstance::allocate_optimizer_tensors() {
for (layer_guid_t const & node: topological_ordering(this->computation_graph)) {
this->training_backing.allocate_layer_optimizer_tensors(node, this->optimizer_attrs);
}
}
Expand Down Expand Up @@ -61,4 +56,4 @@ void ModelTrainingInstance::execute_update() {
this->optimizer_attrs = get_next_iteration_optimizer_attrs(this->optimizer_attrs);
}

}
} // namespace FlexFlow
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/attention.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "attention.h"
#include "local-execution/ops/attention.h"
#include "kernels/attention_kernels.h"
#include "local-execution/op_task_signature.h"
#include "op-attrs/ops/attention.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/batch_matmul.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "batch_matmul.h"
#include "local-execution/ops/batch_matmul.h"
#include "kernels/batch_matmul_kernels.h"
#include "local-execution/op_task_signature.h"
#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/batch_norm.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "batch_norm.h"
#include "local-execution/ops/batch_norm.h"
#include "kernels/batch_norm_kernels.h"

namespace FlexFlow {
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/cast.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "cast.h"
#include "local-execution/ops/cast.h"
#include "kernels/cast_kernels.h"

#include "local-execution/op_task_signature.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/combine.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "combine.h"
#include "local-execution/ops/combine.h"
#include "kernels/combine_kernels.h"
#include "local-execution/op_task_invocation.h"
#include "utils/hash-utils.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/concat.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "concat.h"
#include "local-execution/ops/concat.h"
#include "kernels/concat_kernels.h"

#include "local-execution/op_task_signature.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/conv_2d.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "conv_2d.h"
#include "local-execution/ops/conv_2d.h"
#include "kernels/conv_2d_kernels.h"
#include "op-attrs/get_output_shapes.h"

Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/dropout.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "dropout.h"
#include "local-execution/ops/dropout.h"
#include "kernels/dropout_kernels.h"
#include "local-execution/op_task_invocation.h"
#include "local-execution/op_task_signature.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/element_binary.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "element_binary.h"
#include "local-execution/ops/element_binary.h"
#include "kernels/element_binary_kernels.h"
#include "local-execution/task_signature_impl.h"
#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/element_unary.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "element_unary.h"
#include "local-execution/ops/element_unary.h"
#include "kernels/element_unary_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "op-attrs/parallel_tensor_shape.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/flat.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "flat.h"
#include "local-execution/ops/flat.h"
#include "kernels/flat_kernels.h"
#include "op-attrs/get_output_shapes.h"

Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/gather.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "gather.h"
#include "local-execution/ops/gather.h"
#include "kernels/gather_kernels.h"
#include "local-execution/legion_tensor_shape.h"
#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/input.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "input.h"
#include "local-execution/ops/input.h"

namespace FlexFlow {

Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/layer_norm.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "layer_norm.h"
#include "local-execution/ops/layer_norm.h"
#include "kernels/layer_norm_kernels.h"
#include "local-execution/legion_tensor_shape.h"
#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/linear.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "linear.h"
#include "local-execution/ops/linear.h"
#include "kernels/linear_kernels.h"
#include "local-execution/task_argument_accessor.h"
#include "op-attrs/ff_dim.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/noop.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "noop.h"
#include "local-execution/ops/noop.h"

namespace FlexFlow {

Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/pool_2d.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "pool_2d.h"
#include "local-execution/ops/pool_2d.h"
#include "kernels/pool_2d_kernels.h"

#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/reduce.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "reduce.h"
#include "local-execution/ops/reduce.h"
#include "kernels/reduce_kernels.h"

#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/reduction.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "reduction.h"
#include "local-execution/ops/reduction.h"
#include "kernels/reduction_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "utils/exception.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/repartition.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "repartition.h"
#include "local-execution/ops/repartition.h"
#include "kernels/partition_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "utils/exception.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/replicate.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "replicate.h"
#include "local-execution/ops/replicate.h"
#include "kernels/replicate_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "op-attrs/parallel_tensor_shape.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/reshape.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "reshape.h"
#include "local-execution/ops/reshape.h"
#include "kernels/reshape_kernels.h"
#include "op-attrs/get_output_shapes.h"

Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/reverse.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "reverse.h"
#include "local-execution/ops/reverse.h"
#include "kernels/accessor.h"
#include "kernels/reverse_kernels.h"
#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/softmax.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "softmax.h"
#include "local-execution/ops/softmax.h"
#include "kernels/softmax_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "op-attrs/parallel_tensor_shape.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/split.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "split.h"
#include "local-execution/ops/split.h"
#include "kernels/array_shape.h"
#include "kernels/split_kernels.h"
#include "op-attrs/get_output_shapes.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/topk.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "topk.h"
#include "local-execution/ops/topk.h"
#include "kernels/topk_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "utils/exception.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/transpose.cc
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@
* limitations under the License.
*/

#include "transpose.h"
#include "local-execution/ops/transpose.h"
#include "kernels/transpose_kernels.h"
#include "op-attrs/get_output_shapes.h"
#include "op-attrs/ops/transpose.h"
Expand Down
2 changes: 1 addition & 1 deletion lib/local-execution/src/ops/weight.cc
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
#include "weight.h"
#include "local-execution/ops/weight.h"

namespace FlexFlow {

Expand Down
58 changes: 29 additions & 29 deletions lib/local-execution/src/task_signature_impl.cc
Original file line number Diff line number Diff line change
@@ -1,33 +1,33 @@
#include "local-execution/task_signature_impl.h"
#include "ops/attention.h"
#include "ops/batch_matmul.h"
#include "ops/batch_norm.h"
#include "ops/cast.h"
#include "ops/combine.h"
#include "ops/concat.h"
#include "ops/conv_2d.h"
#include "ops/dropout.h"
#include "ops/element_binary.h"
#include "ops/element_unary.h"
#include "ops/embedding.h"
#include "ops/flat.h"
#include "ops/gather.h"
#include "ops/input.h"
#include "ops/layer_norm.h"
#include "ops/linear.h"
#include "ops/noop.h"
#include "ops/pool_2d.h"
#include "ops/reduce.h"
#include "ops/reduction.h"
#include "ops/repartition.h"
#include "ops/replicate.h"
#include "ops/reshape.h"
#include "ops/reverse.h"
#include "ops/softmax.h"
#include "ops/split.h"
#include "ops/topk.h"
#include "ops/transpose.h"
#include "ops/weight.h"
#include "local-execution/ops/attention.h"
#include "local-execution/ops/batch_matmul.h"
#include "local-execution/ops/batch_norm.h"
#include "local-execution/ops/cast.h"
#include "local-execution/ops/combine.h"
#include "local-execution/ops/concat.h"
#include "local-execution/ops/conv_2d.h"
#include "local-execution/ops/dropout.h"
#include "local-execution/ops/element_binary.h"
#include "local-execution/ops/element_unary.h"
#include "local-execution/ops/embedding.h"
#include "local-execution/ops/flat.h"
#include "local-execution/ops/gather.h"
#include "local-execution/ops/input.h"
#include "local-execution/ops/layer_norm.h"
#include "local-execution/ops/linear.h"
#include "local-execution/ops/noop.h"
#include "local-execution/ops/pool_2d.h"
#include "local-execution/ops/reduce.h"
#include "local-execution/ops/reduction.h"
#include "local-execution/ops/repartition.h"
#include "local-execution/ops/replicate.h"
#include "local-execution/ops/reshape.h"
#include "local-execution/ops/reverse.h"
#include "local-execution/ops/softmax.h"
#include "local-execution/ops/split.h"
#include "local-execution/ops/topk.h"
#include "local-execution/ops/transpose.h"
#include "local-execution/ops/weight.h"
#include "utils/overload.h"

namespace FlexFlow {
Expand Down
58 changes: 29 additions & 29 deletions lib/op-attrs/include/op-attrs/operator_attrs.h
Original file line number Diff line number Diff line change
Expand Up @@ -3,35 +3,35 @@

#include "op-attrs/ops/core.h"
#include "op-attrs/pcg_operator_attrs.dtg.h"
#include "ops/attention.h"
#include "ops/batch_matmul.h"
#include "ops/batch_norm.h"
#include "ops/broadcast.h"
#include "ops/cast.h"
#include "ops/combine.h"
#include "ops/concat.h"
#include "ops/conv_2d.h"
#include "ops/dropout.h"
#include "ops/element_binary.h"
#include "ops/element_unary.h"
#include "ops/embedding.h"
#include "ops/flat.h"
#include "ops/gather.h"
#include "ops/input.h"
#include "ops/layer_norm.h"
#include "ops/linear.h"
#include "ops/noop.h"
#include "ops/pool_2d.h"
#include "ops/reduce.h"
#include "ops/reduction.h"
#include "ops/repartition.h"
#include "ops/replicate.h"
#include "ops/reshape.h"
#include "ops/reverse.h"
#include "ops/softmax.h"
#include "ops/split.h"
#include "ops/topk.h"
#include "ops/transpose.h"
#include "local-execution/ops/attention.h"
#include "local-execution/ops/batch_matmul.h"
#include "local-execution/ops/batch_norm.h"
#include "local-execution/ops/broadcast.h"
#include "local-execution/ops/cast.h"
#include "local-execution/ops/combine.h"
#include "local-execution/ops/concat.h"
#include "local-execution/ops/conv_2d.h"
#include "local-execution/ops/dropout.h"
#include "local-execution/ops/element_binary.h"
#include "local-execution/ops/element_unary.h"
#include "local-execution/ops/embedding.h"
#include "local-execution/ops/flat.h"
#include "local-execution/ops/gather.h"
#include "local-execution/ops/input.h"
#include "local-execution/ops/layer_norm.h"
#include "local-execution/ops/linear.h"
#include "local-execution/ops/noop.h"
#include "local-execution/ops/pool_2d.h"
#include "local-execution/ops/reduce.h"
#include "local-execution/ops/reduction.h"
#include "local-execution/ops/repartition.h"
#include "local-execution/ops/replicate.h"
#include "local-execution/ops/reshape.h"
#include "local-execution/ops/reverse.h"
#include "local-execution/ops/softmax.h"
#include "local-execution/ops/split.h"
#include "local-execution/ops/topk.h"
#include "local-execution/ops/transpose.h"
#include "utils/record_formatter.h"
#include "utils/variant.h"
#include <variant>
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