alibaba / MNN - Temporal Dependencies

A temporal dependency occurs when developers change two or more files at the same time (i.e. they are a part of the same commit).

Files Most Frequently Changed Together (Top 50)

data...

Pairs	# same commits	# commits 1	# commits 2	latest commit
apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	14	27 (51%)	30 (46%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt	10	13 (76%)	16 (62%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	10	10 (100%)	14 (71%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt	9	17 (52%)	16 (56%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	8	14 (57%)	30 (26%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	8	14 (57%)	27 (29%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelUtils.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp	8	8 (100%)	22 (36%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	8	27 (29%)	10 (80%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	8	30 (26%)	10 (80%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	7	16 (43%)	27 (25%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelUtils.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	7	8 (87%)	30 (23%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	7	22 (31%)	30 (23%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	7	10 (70%)	27 (25%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelFileDownloader.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadFileUtils.kt	7	9 (77%)	7 (100%)	2025-05-10
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	7	10 (70%)	30 (23%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	7	13 (53%)	30 (23%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	7	10 (70%)	10 (70%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	7	16 (43%)	30 (23%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	7	14 (50%)	10 (70%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelUtils.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	7	8 (87%)	27 (25%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	7	13 (53%)	27 (25%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	7	22 (31%)	27 (25%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelUtils.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt	6	8 (75%)	13 (46%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	6	17 (35%)	27 (22%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/FileUtils.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	6	6 (100%)	27 (22%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	6	6 (100%)	30 (20%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	6	13 (46%)	14 (42%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	6	6 (100%)	14 (42%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelFileDownloader.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	6	9 (66%)	30 (20%)	2025-05-10
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	6	6 (100%)	27 (22%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/MainActivity.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	6	7 (85%)	30 (20%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.h apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	6	6 (100%)	14 (42%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelFileDownloader.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	6	9 (66%)	27 (22%)	2025-05-10
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	6	16 (37%)	14 (42%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	6	6 (100%)	10 (60%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.h	6	10 (60%)	6 (100%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp	6	13 (46%)	22 (27%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadFileUtils.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	6	7 (85%)	30 (20%)	2025-05-10
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt	6	6 (100%)	10 (60%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelUtils.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	6	8 (75%)	14 (42%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	6	6 (100%)	30 (20%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp	6	14 (42%)	22 (27%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	6	6 (100%)	27 (22%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	6	17 (35%)	30 (20%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp	6	16 (37%)	22 (27%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt	6	10 (60%)	6 (100%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt	6	6 (100%)	6 (100%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	6	6 (100%)	14 (42%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	6	6 (100%)	10 (60%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadFileUtils.kt apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	6	7 (85%)	27 (22%)	2025-05-10

Dependencies between files in same commits

The number on the lines shows the number of shared commits.

Download: SVG DOT (open online Graphviz editor)

Open 2D force graph (file dependencies)... Open 3D force graph (file dependencies)...
Open 2D force graph (file dependencies with commits)... Open 3D force graph (file dependencies with commits)...

Dependencies between components in same commits (primary)

The number on the lines shows the number of shared commits.

Download: SVG DOT (open online Graphviz editor)

Open 2D force graph (file dependencies)... Open 3D force graph (file dependencies)...

Files Most Frequently Changed Together (Top 50)

data...

Pairs	# same commits	# commits 1	# commits 2	latest commit
apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	27	27 (100%)	30 (90%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	17	22 (77%)	30 (56%)	2025-05-12
transformers/llm/export/llmexport.py transformers/llm/engine/src/llm.cpp	14	41 (34%)	76 (18%)	2025-05-08
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	14	17 (82%)	30 (46%)	2025-05-12
include/MNN/MNNDefine.h transformers/llm/engine/src/llm.cpp	14	126 (11%)	76 (18%)	2025-05-08
apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	14	22 (63%)	27 (51%)	2025-05-12
transformers/llm/export/utils/mnn_converter.py include/MNN/MNNDefine.h	14	18 (77%)	126 (11%)	2025-05-08
transformers/llm/export/utils/mnn_converter.py transformers/llm/engine/src/llm.cpp	14	18 (77%)	76 (18%)	2025-05-08
apps/Android/MnnLlmChat/app/src/main/res/menu/menu_main.xml apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	12	12 (100%)	27 (44%)	2025-05-10
transformers/llm/engine/src/sampler.cpp transformers/llm/engine/src/llm.cpp	12	25 (48%)	76 (15%)	2025-04-28
source/backend/opencl/execution/buffer/AttentionBufExecution.cpp source/backend/opencl/core/OpenCLBackend.cpp	12	34 (35%)	120 (10%)	2025-05-09
transformers/llm/engine/src/sampler.cpp include/MNN/MNNDefine.h	12	25 (48%)	126 (9%)	2025-04-28
apps/Android/MnnLlmChat/app/src/main/res/menu/menu_main.xml apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	12	12 (100%)	30 (40%)	2025-05-10
transformers/llm/engine/src/sampler.cpp transformers/llm/export/utils/mnn_converter.py	12	25 (48%)	18 (66%)	2025-04-28
transformers/llm/export/llmexport.py include/MNN/MNNDefine.h	11	41 (26%)	126 (8%)	2025-05-08
transformers/llm/export/utils/mnn_converter.py transformers/llm/export/llmexport.py	11	18 (61%)	41 (26%)	2025-05-08
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	11	17 (64%)	27 (40%)	2025-05-12
transformers/llm/engine/src/llm.cpp transformers/llm/engine/include/llm/llm.hpp	11	76 (14%)	46 (23%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt	10	13 (76%)	16 (62%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp	10	17 (58%)	22 (45%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt apps/Android/MnnLlmChat/app/src/main/cpp/llm_session.cpp	10	10 (100%)	14 (71%)	2025-05-12
transformers/llm/export/utils/model_mapper.py transformers/llm/export/llmexport.py	10	14 (71%)	41 (24%)	2025-05-08
transformers/llm/export/utils/model_mapper.py transformers/llm/engine/src/llm.cpp	10	14 (71%)	76 (13%)	2025-05-08
include/MNN/MNNDefine.h source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	9	126 (7%)	34 (26%)	2025-04-28
tools/converter/source/onnx/onnxOpConverter.cpp transformers/llm/engine/src/sampler.cpp	9	55 (16%)	25 (36%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	9	117 (7%)	34 (26%)	2025-04-28
tools/converter/source/onnx/onnxOpConverter.cpp include/MNN/MNNDefine.h	9	55 (16%)	126 (7%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp include/MNN/MNNDefine.h	9	117 (7%)	126 (7%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp transformers/llm/engine/src/llm.cpp	9	117 (7%)	76 (11%)	2025-04-28
transformers/llm/engine/src/sampler.cpp source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	9	25 (36%)	34 (26%)	2025-04-28
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/ModelConfigManager.swift apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatViewModel.swift	9	12 (75%)	12 (75%)	2025-04-02
transformers/llm/export/utils/mnn_converter.py source/backend/opencl/core/OpenCLBackend.cpp	9	18 (50%)	120 (7%)	2025-04-28
transformers/llm/export/llmexport.py source/backend/opencl/core/OpenCLBackend.cpp	9	41 (21%)	120 (7%)	2025-04-28
transformers/llm/export/llmexport.py tools/script/llm_upload.py	9	41 (21%)	9 (100%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp transformers/llm/export/utils/mnn_converter.py	9	117 (7%)	18 (50%)	2025-04-28
transformers/llm/export/utils/mnn_converter.py tools/script/llm_upload.py	9	18 (50%)	9 (100%)	2025-05-08
include/MNN/MNNDefine.h source/backend/opencl/core/OpenCLBackend.cpp	9	126 (7%)	120 (7%)	2025-04-28
transformers/diffusion/engine/src/diffusion.cpp transformers/llm/engine/src/llm.cpp	9	16 (56%)	76 (11%)	2025-05-08
source/backend/opencl/execution/buffer/AttentionBufExecution.cpp source/backend/opencl/core/OpenCLBackend.hpp	9	34 (26%)	68 (13%)	2025-05-09
apps/Android/MnnLlmChat/app/src/main/cpp/diffusion_session.cpp apps/Android/MnnLlmChat/app/src/main/cpp/llm_mnn_jni.cpp	9	9 (100%)	22 (40%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp transformers/llm/export/llmexport.py	9	117 (7%)	41 (21%)	2025-04-28
tools/converter/source/onnx/onnxOpConverter.cpp transformers/llm/export/utils/mnn_converter.py	9	55 (16%)	18 (50%)	2025-04-28
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt	9	17 (52%)	16 (56%)	2025-05-12
source/backend/opencl/execution/buffer/AttentionBufExecution.cpp transformers/llm/engine/src/llm.cpp	9	34 (26%)	76 (11%)	2025-04-28
tools/script/llm_upload.py transformers/llm/engine/src/llm.cpp	9	9 (100%)	76 (11%)	2025-05-08
transformers/llm/engine/src/sampler.cpp source/backend/opencl/core/OpenCLBackend.cpp	9	25 (36%)	120 (7%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp transformers/llm/engine/src/sampler.cpp	9	117 (7%)	25 (36%)	2025-04-28
source/backend/opencl/core/OpenCLBackend.cpp transformers/llm/engine/src/llm.cpp	9	120 (7%)	76 (11%)	2025-04-28
transformers/llm/export/llmexport.py source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	9	41 (21%)	34 (26%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/opencl/core/OpenCLBackend.cpp	9	117 (7%)	120 (7%)	2025-04-28

Dependencies between files in same commits

The number on the lines shows the number of shared commits.

Download: SVG DOT (open online Graphviz editor)

Open 2D force graph (file dependencies)... Open 3D force graph (file dependencies)...
Open 2D force graph (file dependencies with commits)... Open 3D force graph (file dependencies with commits)...

Dependencies between components in same commits (primary)

The number on the lines shows the number of shared commits.

Download: SVG DOT (open online Graphviz editor)

Open 2D force graph (file dependencies)... Open 3D force graph (file dependencies)...

Files Most Frequently Changed Together (Top 50)

data...

Pairs	# same commits	# commits 1	# commits 2	latest commit
include/MNN/MNNDefine.h transformers/llm/engine/src/llm.cpp	28	126 (22%)	76 (36%)	2025-05-08
transformers/llm/export/llmexport.py transformers/llm/engine/src/llm.cpp	27	41 (65%)	76 (35%)	2025-05-08
transformers/llm/engine/src/llm.cpp transformers/llm/engine/include/llm/llm.hpp	27	76 (35%)	46 (58%)	2025-05-12
apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml apps/Android/MnnLlmChat/app/src/main/res/values-zh/strings.xml	27	27 (100%)	30 (90%)	2025-05-12
source/backend/opencl/core/runtime/OpenCLRuntime.cpp include/MNN/MNNDefine.h	26	117 (22%)	126 (20%)	2025-04-28
transformers/llm/export/llmexport.py include/MNN/MNNDefine.h	26	41 (63%)	126 (20%)	2025-05-08
source/backend/cpu/compute/CommonOptFunction.cpp include/MNN/MNNDefine.h	25	137 (18%)	126 (19%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp transformers/llm/export/llmexport.py	24	117 (20%)	41 (58%)	2025-04-28
include/MNN/MNNDefine.h source/backend/cpu/compute/ConvInt8TiledExecutor.cpp	23	126 (18%)	76 (30%)	2025-05-08
transformers/llm/export/llmexport.py source/backend/cpu/compute/CommonOptFunction.cpp	23	41 (56%)	137 (16%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/cpu/compute/CommonOptFunction.cpp	23	117 (19%)	137 (16%)	2025-04-28
source/backend/cpu/compute/CommonOptFunction.cpp source/backend/cpu/compute/ConvInt8TiledExecutor.cpp	23	137 (16%)	76 (30%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp transformers/llm/engine/src/llm.cpp	23	117 (19%)	76 (30%)	2025-04-28
source/backend/cpu/compute/CommonOptFunction.cpp transformers/llm/engine/src/llm.cpp	22	137 (16%)	76 (28%)	2025-05-08
transformers/llm/engine/src/llmconfig.hpp transformers/llm/engine/src/llm.cpp	22	34 (64%)	76 (28%)	2025-05-08
include/MNN/MNNDefine.h source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	21	126 (16%)	34 (61%)	2025-04-28
transformers/llm/export/llmexport.py source/backend/cpu/compute/ConvInt8TiledExecutor.cpp	21	41 (51%)	76 (27%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/opencl/core/OpenCLBackend.cpp	21	117 (17%)	120 (17%)	2025-04-28
transformers/llm/export/llmexport.py transformers/llm/engine/include/llm/llm.hpp	21	41 (51%)	46 (45%)	2025-05-08
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	21	117 (17%)	34 (61%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/cpu/compute/ConvInt8TiledExecutor.cpp	21	117 (17%)	76 (27%)	2025-04-28
source/backend/cpu/compute/CommonOptFunction.h include/MNN/MNNDefine.h	20	114 (17%)	126 (15%)	2025-05-08
source/backend/cpu/compute/ConvInt8TiledExecutor.cpp transformers/llm/engine/src/llm.cpp	20	76 (26%)	76 (26%)	2025-05-08
source/backend/opencl/execution/buffer/AttentionBufExecution.cpp source/backend/cpu/compute/ConvInt8TiledExecutor.cpp	20	34 (58%)	76 (26%)	2025-05-09
source/backend/cpu/CPUBackend.cpp source/backend/cpu/compute/ConvInt8TiledExecutor.cpp	20	110 (18%)	76 (26%)	2025-04-30
source/backend/cpu/compute/CommonOptFunction.h source/backend/cpu/compute/CommonOptFunction.cpp	20	114 (17%)	137 (14%)	2025-05-08
source/backend/opencl/execution/buffer/AttentionBufExecution.cpp source/backend/opencl/core/OpenCLBackend.cpp	20	34 (58%)	120 (16%)	2025-05-09
source/backend/cpu/CPUBackend.cpp source/backend/cpu/compute/CommonOptFunction.cpp	19	110 (17%)	137 (13%)	2025-04-28
source/backend/opencl/execution/buffer/ConvBufLowMemoryExecution.cpp source/backend/opencl/core/runtime/OpenCLRuntime.cpp	19	38 (50%)	117 (16%)	2025-04-28
source/backend/opencl/core/runtime/OpenCLRuntime.cpp source/backend/cpu/CPUBackend.cpp	19	117 (16%)	110 (17%)	2025-04-28
source/backend/opencl/execution/buffer/AttentionBufExecution.hpp source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	19	29 (65%)	34 (55%)	2025-05-09
tools/converter/source/common/cli.cpp transformers/llm/engine/src/llm.cpp	19	62 (30%)	76 (25%)	2025-04-02
source/backend/cpu/CPUBackend.cpp include/MNN/MNNDefine.h	19	110 (17%)	126 (15%)	2025-04-28
source/backend/opencl/execution/buffer/ConvBufLowMemoryExecution.cpp include/MNN/MNNDefine.h	19	38 (50%)	126 (15%)	2025-04-28
tools/converter/source/common/cli.cpp include/MNN/MNNDefine.h	19	62 (30%)	126 (15%)	2025-04-02
include/MNN/MNNDefine.h transformers/llm/engine/include/llm/llm.hpp	19	126 (15%)	46 (41%)	2025-05-08
transformers/llm/export/llmexport.py source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	19	41 (46%)	34 (55%)	2025-04-28
include/MNN/MNNDefine.h source/backend/opencl/core/OpenCLBackend.cpp	19	126 (15%)	120 (15%)	2025-04-28
transformers/llm/export/llmexport.py transformers/llm/engine/src/llmconfig.hpp	18	41 (43%)	34 (52%)	2025-05-08
source/backend/metal/shader/MetalConvolution1x1.metal source/backend/opencl/core/runtime/OpenCLRuntime.cpp	18	31 (58%)	117 (15%)	2025-03-13
source/backend/metal/MetalConvolution1x1.mm source/backend/cpu/compute/CommonOptFunction.cpp	18	52 (34%)	137 (13%)	2025-03-13
source/backend/metal/shader/MetalConvolution1x1.metal transformers/llm/engine/src/llm.cpp	18	31 (58%)	76 (23%)	2025-03-13
transformers/llm/export/utils/mnn_converter.py include/MNN/MNNDefine.h	18	18 (100%)	126 (14%)	2025-05-08
source/backend/metal/shader/MetalConvolution1x1.metal include/MNN/MNNDefine.h	18	31 (58%)	126 (14%)	2025-03-13
source/backend/metal/MetalConvolution1x1.mm transformers/llm/engine/src/llm.cpp	18	52 (34%)	76 (23%)	2025-03-13
transformers/llm/engine/src/llmconfig.hpp transformers/llm/engine/include/llm/llm.hpp	18	34 (52%)	46 (39%)	2025-05-08
source/backend/metal/shader/MetalConvolution1x1.metal source/backend/cpu/compute/CommonOptFunction.cpp	18	31 (58%)	137 (13%)	2025-03-13
source/backend/cpu/compute/CommonOptFunction.cpp source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	18	137 (13%)	34 (52%)	2025-04-28
source/backend/metal/AllShader.cpp include/MNN/MNNDefine.h	18	51 (35%)	126 (14%)	2025-03-13
source/backend/metal/shader/MetalConvolution1x1.metal source/backend/metal/AllShader.cpp	18	31 (58%)	51 (35%)	2025-03-13

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